id sid tid token lemma pos work_nn2jolctirht5ngzd4v5ubtgmq 1 1 Diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 2 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 1 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 1 4 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 5 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 1 6 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 1 7 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 1 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 1 9 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 1 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 1 11 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 1 12 : : : work_nn2jolctirht5ngzd4v5ubtgmq 1 13 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 1 14 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 15 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 1 16 RESEARCH research NN work_nn2jolctirht5ngzd4v5ubtgmq 1 17 ARTICLE ARTICLE VBD work_nn2jolctirht5ngzd4v5ubtgmq 1 18 Open open JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 19 Access access NN work_nn2jolctirht5ngzd4v5ubtgmq 1 20 Diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 21 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 1 22 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 1 23 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 24 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 1 25 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 1 26 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 1 27 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 1 28 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 1 29 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 1 30 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 1 31 : : : work_nn2jolctirht5ngzd4v5ubtgmq 1 32 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 1 33 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 34 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 1 35 Swastina Swastina NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 36 Shrestha1 Shrestha1 NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 37 , , , work_nn2jolctirht5ngzd4v5ubtgmq 1 38 Amish Amish NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 39 J. J. NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 40 Dave1,3 dave1,3 NN work_nn2jolctirht5ngzd4v5ubtgmq 1 41 , , , work_nn2jolctirht5ngzd4v5ubtgmq 1 42 Elena Elena NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 43 Losina1,2,3,5 Losina1,2,3,5 NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 44 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 1 45 Jeffrey Jeffrey NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 46 N. N. NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 47 Katz1,2,3,4 Katz1,2,3,4 NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 48 * * NFP work_nn2jolctirht5ngzd4v5ubtgmq 1 49 Abstract Abstract NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 50 Background Background NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 51 : : : work_nn2jolctirht5ngzd4v5ubtgmq 1 52 Administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 53 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 1 54 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 1 55 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 1 56 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 1 57 frequently frequently RB work_nn2jolctirht5ngzd4v5ubtgmq 1 58 used use VBN work_nn2jolctirht5ngzd4v5ubtgmq 1 59 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 1 60 study study VB work_nn2jolctirht5ngzd4v5ubtgmq 1 61 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 1 62 burden burden NN work_nn2jolctirht5ngzd4v5ubtgmq 1 63 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 1 64 treatment treatment NN work_nn2jolctirht5ngzd4v5ubtgmq 1 65 outcomes outcome NNS work_nn2jolctirht5ngzd4v5ubtgmq 1 66 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 1 67 many many JJ work_nn2jolctirht5ngzd4v5ubtgmq 1 68 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 1 69 including include VBG work_nn2jolctirht5ngzd4v5ubtgmq 1 70 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 1 71 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 1 72 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 1 73 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 1 74 . . . work_nn2jolctirht5ngzd4v5ubtgmq 2 1 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 2 2 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 2 3 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 2 4 chronic chronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 2 5 condition condition NN work_nn2jolctirht5ngzd4v5ubtgmq 2 6 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 2 7 significant significant JJ work_nn2jolctirht5ngzd4v5ubtgmq 2 8 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 2 9 burden burden NN work_nn2jolctirht5ngzd4v5ubtgmq 2 10 affecting affect VBG work_nn2jolctirht5ngzd4v5ubtgmq 2 11 over over IN work_nn2jolctirht5ngzd4v5ubtgmq 2 12 27 27 CD work_nn2jolctirht5ngzd4v5ubtgmq 2 13 million million CD work_nn2jolctirht5ngzd4v5ubtgmq 2 14 adults adult NNS work_nn2jolctirht5ngzd4v5ubtgmq 2 15 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 2 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 2 17 US US NNP work_nn2jolctirht5ngzd4v5ubtgmq 2 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 3 1 There there EX work_nn2jolctirht5ngzd4v5ubtgmq 3 2 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 3 3 few few JJ work_nn2jolctirht5ngzd4v5ubtgmq 3 4 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 3 5 examining examine VBG work_nn2jolctirht5ngzd4v5ubtgmq 3 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 3 7 performance performance NN work_nn2jolctirht5ngzd4v5ubtgmq 3 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 3 9 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 3 10 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 3 11 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 3 12 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 3 13 diagnose diagnose VB work_nn2jolctirht5ngzd4v5ubtgmq 3 14 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 3 15 . . . work_nn2jolctirht5ngzd4v5ubtgmq 4 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 4 2 purpose purpose NN work_nn2jolctirht5ngzd4v5ubtgmq 4 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 4 4 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 4 5 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 4 6 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 4 7 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 4 8 perform perform VB work_nn2jolctirht5ngzd4v5ubtgmq 4 9 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 4 10 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 4 11 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 4 12 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 4 13 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 4 14 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 4 15 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 4 16 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 4 17 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 4 18 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 4 19 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 4 20 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 4 21 , , , work_nn2jolctirht5ngzd4v5ubtgmq 4 22 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 4 23 evaluate evaluate VB work_nn2jolctirht5ngzd4v5ubtgmq 4 24 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 4 25 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 4 26 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 4 27 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 4 28 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 4 29 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 4 30 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 4 31 restrictiveness restrictiveness NN work_nn2jolctirht5ngzd4v5ubtgmq 4 32 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 4 33 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 4 34 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 4 35 . . . work_nn2jolctirht5ngzd4v5ubtgmq 5 1 Methods method NNS work_nn2jolctirht5ngzd4v5ubtgmq 5 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 5 3 Two two CD work_nn2jolctirht5ngzd4v5ubtgmq 5 4 reviewers reviewer NNS work_nn2jolctirht5ngzd4v5ubtgmq 5 5 independently independently RB work_nn2jolctirht5ngzd4v5ubtgmq 5 6 screened screen VBD work_nn2jolctirht5ngzd4v5ubtgmq 5 7 English english JJ work_nn2jolctirht5ngzd4v5ubtgmq 5 8 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 5 9 language language NN work_nn2jolctirht5ngzd4v5ubtgmq 5 10 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 5 11 published publish VBN work_nn2jolctirht5ngzd4v5ubtgmq 5 12 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 5 13 Medline Medline NNP work_nn2jolctirht5ngzd4v5ubtgmq 5 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 5 15 Embase Embase NNP work_nn2jolctirht5ngzd4v5ubtgmq 5 16 , , , work_nn2jolctirht5ngzd4v5ubtgmq 5 17 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 5 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 5 19 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 5 20 Cochrane Cochrane NNP work_nn2jolctirht5ngzd4v5ubtgmq 5 21 databases database VBZ work_nn2jolctirht5ngzd4v5ubtgmq 5 22 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 5 23 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 5 24 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 5 25 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 5 26 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 5 27 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 5 28 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 5 29 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 5 30 . . . work_nn2jolctirht5ngzd4v5ubtgmq 6 1 Each each DT work_nn2jolctirht5ngzd4v5ubtgmq 6 2 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 6 3 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 6 4 classified classify VBN work_nn2jolctirht5ngzd4v5ubtgmq 6 5 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 6 6 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 6 7 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 6 8 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 6 9 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 6 10 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 6 11 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 6 12 number number NN work_nn2jolctirht5ngzd4v5ubtgmq 6 13 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 6 14 type type NN work_nn2jolctirht5ngzd4v5ubtgmq 6 15 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 6 16 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 6 17 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 6 18 required require VBN work_nn2jolctirht5ngzd4v5ubtgmq 6 19 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 6 20 satisfy satisfy VB work_nn2jolctirht5ngzd4v5ubtgmq 6 21 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 6 22 case case NN work_nn2jolctirht5ngzd4v5ubtgmq 6 23 definition definition NN work_nn2jolctirht5ngzd4v5ubtgmq 6 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 7 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 7 2 recorded record VBD work_nn2jolctirht5ngzd4v5ubtgmq 7 3 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 7 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 7 5 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 7 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 7 7 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 7 8 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 7 9 calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 7 10 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 7 11 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 7 12 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 7 13 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 7 14 LR+ LR+ NNP work_nn2jolctirht5ngzd4v5ubtgmq 7 15 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 7 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 7 17 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 7 18 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 7 19 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 7 20 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 7 21 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 7 22 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 7 23 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 7 24 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 7 25 assumed assume VBN work_nn2jolctirht5ngzd4v5ubtgmq 7 26 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 7 27 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 7 28 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 7 29 0.1 0.1 CD work_nn2jolctirht5ngzd4v5ubtgmq 7 30 , , , work_nn2jolctirht5ngzd4v5ubtgmq 7 31 0.25 0.25 CD work_nn2jolctirht5ngzd4v5ubtgmq 7 32 , , , work_nn2jolctirht5ngzd4v5ubtgmq 7 33 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 7 34 0.50 0.50 CD work_nn2jolctirht5ngzd4v5ubtgmq 7 35 . . . work_nn2jolctirht5ngzd4v5ubtgmq 8 1 Results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 8 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 8 3 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 8 4 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 8 5 identified identify VBD work_nn2jolctirht5ngzd4v5ubtgmq 8 6 7 7 CD work_nn2jolctirht5ngzd4v5ubtgmq 8 7 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 8 8 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 8 9 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 8 10 13 13 CD work_nn2jolctirht5ngzd4v5ubtgmq 8 11 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 8 12 . . . work_nn2jolctirht5ngzd4v5ubtgmq 9 1 Of of IN work_nn2jolctirht5ngzd4v5ubtgmq 9 2 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 9 3 13 13 CD work_nn2jolctirht5ngzd4v5ubtgmq 9 4 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 9 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 9 6 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 9 7 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 9 8 classified classify VBN work_nn2jolctirht5ngzd4v5ubtgmq 9 9 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 9 10 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 9 11 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 9 12 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 9 13 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 9 14 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 9 15 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 9 16 . . . work_nn2jolctirht5ngzd4v5ubtgmq 10 1 Restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 10 2 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 10 3 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 10 4 lower low JJR work_nn2jolctirht5ngzd4v5ubtgmq 10 5 median median JJ work_nn2jolctirht5ngzd4v5ubtgmq 10 6 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 10 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 10 8 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 10 9 median median JJ work_nn2jolctirht5ngzd4v5ubtgmq 10 10 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 10 11 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 10 12 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 10 13 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 10 14 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 10 15 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 10 16 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 10 17 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 10 18 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 10 19 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 10 20 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 10 21 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 10 22 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 10 23 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 10 24 American american JJ work_nn2jolctirht5ngzd4v5ubtgmq 10 25 college college NN work_nn2jolctirht5ngzd4v5ubtgmq 10 26 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 10 27 Rheumatology Rheumatology NNP work_nn2jolctirht5ngzd4v5ubtgmq 10 28 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 10 29 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 10 30 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 10 31 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 10 32 . . . work_nn2jolctirht5ngzd4v5ubtgmq 11 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 11 2 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 11 3 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 11 4 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 11 5 reference reference VB work_nn2jolctirht5ngzd4v5ubtgmq 11 6 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 11 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 11 8 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 11 9 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 11 10 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 11 11 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 11 12 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 11 13 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 11 14 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 11 15 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 11 16 those those DT work_nn2jolctirht5ngzd4v5ubtgmq 11 17 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 11 18 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 11 19 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 11 20 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 11 21 reported report VBN work_nn2jolctirht5ngzd4v5ubtgmq 11 22 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 11 23 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 11 24 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 11 25 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 11 26 . . . work_nn2jolctirht5ngzd4v5ubtgmq 12 1 Conclusions conclusion NNS work_nn2jolctirht5ngzd4v5ubtgmq 12 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 12 3 Restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 12 4 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 12 5 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 12 6 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 12 7 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 12 8 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 12 9 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 12 10 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 12 11 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 12 12 can can MD work_nn2jolctirht5ngzd4v5ubtgmq 12 13 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 12 14 used use VBN work_nn2jolctirht5ngzd4v5ubtgmq 12 15 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 12 16 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 12 17 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 12 18 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 12 19 false false JJ work_nn2jolctirht5ngzd4v5ubtgmq 12 20 positives positive NNS work_nn2jolctirht5ngzd4v5ubtgmq 12 21 have have VBP work_nn2jolctirht5ngzd4v5ubtgmq 12 22 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 12 23 costs cost NNS work_nn2jolctirht5ngzd4v5ubtgmq 12 24 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 13 1 interventional interventional JJ work_nn2jolctirht5ngzd4v5ubtgmq 13 2 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 13 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 14 1 Less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 14 2 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 14 3 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 14 4 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 14 5 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 14 6 sensitive sensitive JJ work_nn2jolctirht5ngzd4v5ubtgmq 14 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 14 8 suited suited JJ work_nn2jolctirht5ngzd4v5ubtgmq 14 9 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 14 10 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 14 11 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 14 12 attempt attempt VBP work_nn2jolctirht5ngzd4v5ubtgmq 14 13 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 14 14 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 14 15 all all DT work_nn2jolctirht5ngzd4v5ubtgmq 14 16 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 14 17 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 15 1 screening screen VBG work_nn2jolctirht5ngzd4v5ubtgmq 15 2 programs program NNS work_nn2jolctirht5ngzd4v5ubtgmq 15 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 16 1 Keywords keyword NNS work_nn2jolctirht5ngzd4v5ubtgmq 16 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 16 3 Osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 16 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 16 5 Diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 16 6 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 16 7 , , , work_nn2jolctirht5ngzd4v5ubtgmq 16 8 Administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 16 9 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 16 10 , , , work_nn2jolctirht5ngzd4v5ubtgmq 16 11 Systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 16 12 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 16 13 Background Background NNP work_nn2jolctirht5ngzd4v5ubtgmq 16 14 Administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 16 15 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 16 16 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 16 17 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 16 18 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 16 19 collected collect VBN work_nn2jolctirht5ngzd4v5ubtgmq 16 20 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 16 21 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 16 22 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 16 23 providers provider NNS work_nn2jolctirht5ngzd4v5ubtgmq 16 24 , , , work_nn2jolctirht5ngzd4v5ubtgmq 16 25 insurers insurer NNS work_nn2jolctirht5ngzd4v5ubtgmq 16 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 16 27 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 16 28 governments government NNS work_nn2jolctirht5ngzd4v5ubtgmq 16 29 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 16 30 enrollment enrollment NN work_nn2jolctirht5ngzd4v5ubtgmq 16 31 , , , work_nn2jolctirht5ngzd4v5ubtgmq 16 32 reimbursement reimbursement NN work_nn2jolctirht5ngzd4v5ubtgmq 16 33 , , , work_nn2jolctirht5ngzd4v5ubtgmq 16 34 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 16 35 payment payment NN work_nn2jolctirht5ngzd4v5ubtgmq 16 36 purposes purpose NNS work_nn2jolctirht5ngzd4v5ubtgmq 16 37 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 16 38 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 16 39 , , , work_nn2jolctirht5ngzd4v5ubtgmq 16 40 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 16 41 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 16 42 . . . work_nn2jolctirht5ngzd4v5ubtgmq 17 1 Sources source NNS work_nn2jolctirht5ngzd4v5ubtgmq 17 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 17 3 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 17 4 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 17 5 include include VBP work_nn2jolctirht5ngzd4v5ubtgmq 17 6 physician physician JJ work_nn2jolctirht5ngzd4v5ubtgmq 17 7 billing billing NN work_nn2jolctirht5ngzd4v5ubtgmq 17 8 databases database NNS work_nn2jolctirht5ngzd4v5ubtgmq 17 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 17 10 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 17 11 discharge discharge NN work_nn2jolctirht5ngzd4v5ubtgmq 17 12 records record NNS work_nn2jolctirht5ngzd4v5ubtgmq 17 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 17 14 prescription prescription NN work_nn2jolctirht5ngzd4v5ubtgmq 17 15 drug drug NN work_nn2jolctirht5ngzd4v5ubtgmq 17 16 records record NNS work_nn2jolctirht5ngzd4v5ubtgmq 17 17 , , , work_nn2jolctirht5ngzd4v5ubtgmq 17 18 private private JJ work_nn2jolctirht5ngzd4v5ubtgmq 17 19 insurers insurer NNS work_nn2jolctirht5ngzd4v5ubtgmq 17 20 , , , work_nn2jolctirht5ngzd4v5ubtgmq 17 21 managed manage VBN work_nn2jolctirht5ngzd4v5ubtgmq 17 22 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 17 23 plan plan NN work_nn2jolctirht5ngzd4v5ubtgmq 17 24 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 17 25 systems system NNS work_nn2jolctirht5ngzd4v5ubtgmq 17 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 17 27 Medicare Medicare NNP work_nn2jolctirht5ngzd4v5ubtgmq 17 28 , , , work_nn2jolctirht5ngzd4v5ubtgmq 17 29 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 17 30 Medicaid Medicaid NNP work_nn2jolctirht5ngzd4v5ubtgmq 17 31 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 17 32 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 17 33 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 17 34 . . . work_nn2jolctirht5ngzd4v5ubtgmq 18 1 Administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 18 2 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 18 3 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 18 4 used use VBN work_nn2jolctirht5ngzd4v5ubtgmq 18 5 increasingly increasingly RB work_nn2jolctirht5ngzd4v5ubtgmq 18 6 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 18 7 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 18 8 services service NNS work_nn2jolctirht5ngzd4v5ubtgmq 18 9 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 18 10 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 18 11 they -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 18 12 tend tend VBP work_nn2jolctirht5ngzd4v5ubtgmq 18 13 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 18 14 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 18 15 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 18 16 expensive expensive JJ work_nn2jolctirht5ngzd4v5ubtgmq 18 17 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 18 18 manual manual JJ work_nn2jolctirht5ngzd4v5ubtgmq 18 19 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 18 20 rec- rec- NNP work_nn2jolctirht5ngzd4v5ubtgmq 18 21 ord ord NNP work_nn2jolctirht5ngzd4v5ubtgmq 18 22 review review NNP work_nn2jolctirht5ngzd4v5ubtgmq 18 23 , , , work_nn2jolctirht5ngzd4v5ubtgmq 18 24 available available JJ work_nn2jolctirht5ngzd4v5ubtgmq 18 25 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 18 26 large large JJ work_nn2jolctirht5ngzd4v5ubtgmq 18 27 populations population NNS work_nn2jolctirht5ngzd4v5ubtgmq 18 28 , , , work_nn2jolctirht5ngzd4v5ubtgmq 18 29 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 18 30 unaffected unaffected JJ work_nn2jolctirht5ngzd4v5ubtgmq 18 31 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 18 32 recall recall NN work_nn2jolctirht5ngzd4v5ubtgmq 18 33 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 18 34 selection selection NN work_nn2jolctirht5ngzd4v5ubtgmq 18 35 biases bias NNS work_nn2jolctirht5ngzd4v5ubtgmq 18 36 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 18 37 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 18 38 , , , work_nn2jolctirht5ngzd4v5ubtgmq 18 39 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 18 40 , , , work_nn2jolctirht5ngzd4v5ubtgmq 18 41 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 18 42 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 18 43 . . . work_nn2jolctirht5ngzd4v5ubtgmq 19 1 Researchers researcher NNS work_nn2jolctirht5ngzd4v5ubtgmq 19 2 also also RB work_nn2jolctirht5ngzd4v5ubtgmq 19 3 use use VBP work_nn2jolctirht5ngzd4v5ubtgmq 19 4 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 19 5 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 19 6 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 19 7 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 19 8 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 19 9 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 19 10 patients patient NNS work_nn2jolctirht5ngzd4v5ubtgmq 19 11 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 19 12 inclusion inclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 19 13 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 19 14 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 19 15 cohorts cohort NNS work_nn2jolctirht5ngzd4v5ubtgmq 19 16 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 19 17 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 19 18 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 19 19 provide provide VBP work_nn2jolctirht5ngzd4v5ubtgmq 19 20 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 19 21 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 19 22 costly costly JJ work_nn2jolctirht5ngzd4v5ubtgmq 19 23 approach approach NN work_nn2jolctirht5ngzd4v5ubtgmq 19 24 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 19 25 identifying identify VBG work_nn2jolctirht5ngzd4v5ubtgmq 19 26 subjects subject NNS work_nn2jolctirht5ngzd4v5ubtgmq 19 27 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 19 28 screening screen VBG work_nn2jolctirht5ngzd4v5ubtgmq 19 29 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 19 30 person person NN work_nn2jolctirht5ngzd4v5ubtgmq 19 31 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 19 32 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 19 33 phone phone NN work_nn2jolctirht5ngzd4v5ubtgmq 19 34 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 19 35 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 19 36 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 19 37 . . . work_nn2jolctirht5ngzd4v5ubtgmq 20 1 Along along IN work_nn2jolctirht5ngzd4v5ubtgmq 20 2 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 20 3 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 20 4 advantages advantage NNS work_nn2jolctirht5ngzd4v5ubtgmq 20 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 20 6 however however RB work_nn2jolctirht5ngzd4v5ubtgmq 20 7 , , , work_nn2jolctirht5ngzd4v5ubtgmq 20 8 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 20 9 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 20 10 have have VBP work_nn2jolctirht5ngzd4v5ubtgmq 20 11 limitations limitation NNS work_nn2jolctirht5ngzd4v5ubtgmq 20 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 20 13 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 20 14 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 20 15 misclassification misclassification NN work_nn2jolctirht5ngzd4v5ubtgmq 20 16 , , , work_nn2jolctirht5ngzd4v5ubtgmq 20 17 which which WDT work_nn2jolctirht5ngzd4v5ubtgmq 20 18 may may MD work_nn2jolctirht5ngzd4v5ubtgmq 20 19 jeopardize jeopardize VB work_nn2jolctirht5ngzd4v5ubtgmq 20 20 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 20 21 results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 20 22 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 20 23 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 20 24 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 20 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 21 1 An an DT work_nn2jolctirht5ngzd4v5ubtgmq 21 2 international international JJ work_nn2jolctirht5ngzd4v5ubtgmq 21 3 consortium consortium NN work_nn2jolctirht5ngzd4v5ubtgmq 21 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 21 5 researchers researcher NNS work_nn2jolctirht5ngzd4v5ubtgmq 21 6 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 21 7 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 21 8 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 21 9 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 21 10 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 21 11 users user NNS work_nn2jolctirht5ngzd4v5ubtgmq 21 12 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 21 13 identified identify VBN work_nn2jolctirht5ngzd4v5ubtgmq 21 14 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 21 15 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 21 16 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 21 17 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 21 18 coding code VBG work_nn2jolctirht5ngzd4v5ubtgmq 21 19 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 21 20 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 21 21 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 21 22 priority priority NN work_nn2jolctirht5ngzd4v5ubtgmq 21 23 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 21 24 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 21 25 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 21 26 . . . work_nn2jolctirht5ngzd4v5ubtgmq 22 1 To to TO work_nn2jolctirht5ngzd4v5ubtgmq 22 2 strike strike VB work_nn2jolctirht5ngzd4v5ubtgmq 22 3 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 22 4 balance balance NN work_nn2jolctirht5ngzd4v5ubtgmq 22 5 between between IN work_nn2jolctirht5ngzd4v5ubtgmq 22 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 22 7 spe- spe- NN work_nn2jolctirht5ngzd4v5ubtgmq 22 8 cificity cificity NN work_nn2jolctirht5ngzd4v5ubtgmq 22 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 22 10 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 22 11 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 22 12 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 22 13 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 22 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 15 investigators investigator NNS work_nn2jolctirht5ngzd4v5ubtgmq 22 16 * * NFP work_nn2jolctirht5ngzd4v5ubtgmq 22 17 Correspondence correspondence NN work_nn2jolctirht5ngzd4v5ubtgmq 22 18 : : : work_nn2jolctirht5ngzd4v5ubtgmq 22 19 jnkatz@partners.org jnkatz@partners.org NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 20 1Department 1Department NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 21 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 22 22 Orthopedic Orthopedic NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 23 Surgery Surgery NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 24 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 25 Orthopaedic Orthopaedic NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 26 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 22 27 Arthritis Arthritis NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 28 Center Center NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 29 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 22 30 Outcomes Outcomes NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 31 Research Research NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 32 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 33 Brigham Brigham NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 34 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 22 35 Women Women NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 36 ’s ’s POS work_nn2jolctirht5ngzd4v5ubtgmq 22 37 Hospital Hospital NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 38 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 39 75 75 CD work_nn2jolctirht5ngzd4v5ubtgmq 22 40 Francis Francis NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 41 St St NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 42 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 43 BC BC NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 44 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 22 45 - - SYM work_nn2jolctirht5ngzd4v5ubtgmq 22 46 016 016 CD work_nn2jolctirht5ngzd4v5ubtgmq 22 47 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 48 Boston Boston NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 49 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 50 MA MA NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 51 02115 02115 CD work_nn2jolctirht5ngzd4v5ubtgmq 22 52 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 53 USA USA NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 54 2Harvard 2Harvard NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 55 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 56 School School NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 57 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 58 Boston Boston NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 59 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 60 MA MA NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 61 , , , work_nn2jolctirht5ngzd4v5ubtgmq 22 62 USA USA NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 63 Full Full NNP work_nn2jolctirht5ngzd4v5ubtgmq 22 64 list list NN work_nn2jolctirht5ngzd4v5ubtgmq 22 65 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 22 66 author author NN work_nn2jolctirht5ngzd4v5ubtgmq 22 67 information information NN work_nn2jolctirht5ngzd4v5ubtgmq 22 68 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 22 69 available available JJ work_nn2jolctirht5ngzd4v5ubtgmq 22 70 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 22 71 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 22 72 end end NN work_nn2jolctirht5ngzd4v5ubtgmq 22 73 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 22 74 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 22 75 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 22 76 © © NN work_nn2jolctirht5ngzd4v5ubtgmq 22 77 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 22 78 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 22 79 Author(s author(s NN work_nn2jolctirht5ngzd4v5ubtgmq 22 80 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 22 81 . . . work_nn2jolctirht5ngzd4v5ubtgmq 23 1 Open open JJ work_nn2jolctirht5ngzd4v5ubtgmq 23 2 Access access NN work_nn2jolctirht5ngzd4v5ubtgmq 23 3 This this DT work_nn2jolctirht5ngzd4v5ubtgmq 23 4 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 23 5 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 23 6 distributed distribute VBN work_nn2jolctirht5ngzd4v5ubtgmq 23 7 under under IN work_nn2jolctirht5ngzd4v5ubtgmq 23 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 23 9 terms term NNS work_nn2jolctirht5ngzd4v5ubtgmq 23 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 23 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 23 12 Creative Creative NNP work_nn2jolctirht5ngzd4v5ubtgmq 23 13 Commons Commons NNP work_nn2jolctirht5ngzd4v5ubtgmq 23 14 Attribution Attribution NNP work_nn2jolctirht5ngzd4v5ubtgmq 23 15 4.0 4.0 CD work_nn2jolctirht5ngzd4v5ubtgmq 23 16 International International NNP work_nn2jolctirht5ngzd4v5ubtgmq 23 17 License License NNP work_nn2jolctirht5ngzd4v5ubtgmq 23 18 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 23 19 http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/ ADD work_nn2jolctirht5ngzd4v5ubtgmq 23 20 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 23 21 , , , work_nn2jolctirht5ngzd4v5ubtgmq 23 22 which which WDT work_nn2jolctirht5ngzd4v5ubtgmq 23 23 permits permit VBZ work_nn2jolctirht5ngzd4v5ubtgmq 23 24 unrestricted unrestricted JJ work_nn2jolctirht5ngzd4v5ubtgmq 23 25 use use NN work_nn2jolctirht5ngzd4v5ubtgmq 23 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 23 27 distribution distribution NN work_nn2jolctirht5ngzd4v5ubtgmq 23 28 , , , work_nn2jolctirht5ngzd4v5ubtgmq 23 29 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 23 30 reproduction reproduction NN work_nn2jolctirht5ngzd4v5ubtgmq 23 31 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 23 32 any any DT work_nn2jolctirht5ngzd4v5ubtgmq 23 33 medium medium NN work_nn2jolctirht5ngzd4v5ubtgmq 23 34 , , , work_nn2jolctirht5ngzd4v5ubtgmq 23 35 provided provide VBN work_nn2jolctirht5ngzd4v5ubtgmq 23 36 you -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 23 37 give give VBP work_nn2jolctirht5ngzd4v5ubtgmq 23 38 appropriate appropriate JJ work_nn2jolctirht5ngzd4v5ubtgmq 23 39 credit credit NN work_nn2jolctirht5ngzd4v5ubtgmq 23 40 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 23 41 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 23 42 original original JJ work_nn2jolctirht5ngzd4v5ubtgmq 23 43 author(s author(s NN work_nn2jolctirht5ngzd4v5ubtgmq 23 44 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 23 45 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 23 46 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 23 47 source source NN work_nn2jolctirht5ngzd4v5ubtgmq 23 48 , , , work_nn2jolctirht5ngzd4v5ubtgmq 23 49 provide provide VB work_nn2jolctirht5ngzd4v5ubtgmq 23 50 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 23 51 link link NN work_nn2jolctirht5ngzd4v5ubtgmq 23 52 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 23 53 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 23 54 Creative Creative NNP work_nn2jolctirht5ngzd4v5ubtgmq 23 55 Commons Commons NNP work_nn2jolctirht5ngzd4v5ubtgmq 23 56 license license NN work_nn2jolctirht5ngzd4v5ubtgmq 23 57 , , , work_nn2jolctirht5ngzd4v5ubtgmq 23 58 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 23 59 indicate indicate VBP work_nn2jolctirht5ngzd4v5ubtgmq 23 60 if if IN work_nn2jolctirht5ngzd4v5ubtgmq 23 61 changes change NNS work_nn2jolctirht5ngzd4v5ubtgmq 23 62 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 23 63 made make VBN work_nn2jolctirht5ngzd4v5ubtgmq 23 64 . . . work_nn2jolctirht5ngzd4v5ubtgmq 24 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 24 2 Creative Creative NNP work_nn2jolctirht5ngzd4v5ubtgmq 24 3 Commons Commons NNPS work_nn2jolctirht5ngzd4v5ubtgmq 24 4 Public Public NNP work_nn2jolctirht5ngzd4v5ubtgmq 24 5 Domain Domain NNP work_nn2jolctirht5ngzd4v5ubtgmq 24 6 Dedication Dedication NNP work_nn2jolctirht5ngzd4v5ubtgmq 24 7 waiver waiver NN work_nn2jolctirht5ngzd4v5ubtgmq 24 8 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 24 9 http://creativecommons.org/publicdomain/zero/1.0/ http://creativecommons.org/publicdomain/zero/1.0/ NNP work_nn2jolctirht5ngzd4v5ubtgmq 24 10 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 24 11 applies apply VBZ work_nn2jolctirht5ngzd4v5ubtgmq 24 12 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 24 13 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 24 14 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 24 15 made make VBN work_nn2jolctirht5ngzd4v5ubtgmq 24 16 available available JJ work_nn2jolctirht5ngzd4v5ubtgmq 24 17 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 24 18 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 24 19 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 24 20 , , , work_nn2jolctirht5ngzd4v5ubtgmq 24 21 unless unless IN work_nn2jolctirht5ngzd4v5ubtgmq 24 22 otherwise otherwise RB work_nn2jolctirht5ngzd4v5ubtgmq 24 23 stated state VBN work_nn2jolctirht5ngzd4v5ubtgmq 24 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 25 1 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 25 2 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 25 3 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 25 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 26 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 26 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 26 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 26 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 26 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 26 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 26 11 DOI DOI NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 12 10.1186 10.1186 CD work_nn2jolctirht5ngzd4v5ubtgmq 26 13 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 26 14 s12911 s12911 NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 15 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 26 16 016 016 CD work_nn2jolctirht5ngzd4v5ubtgmq 26 17 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 26 18 0319-y 0319-y NN work_nn2jolctirht5ngzd4v5ubtgmq 26 19 http://crossmark.crossref.org/dialog/?doi=10.1186/s12911-016-0319-y&domain=pdf http://crossmark.crossref.org/dialog/?doi=10.1186/s12911-016-0319-y&domain=pdf NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 20 mailto:jnkatz@partners.org mailto:jnkatz@partners.org NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 21 http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 26 22 http://creativecommons.org/publicdomain/zero/1.0/ http://creativecommons.org/publicdomain/zero/1.0/ NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 23 create create VBP work_nn2jolctirht5ngzd4v5ubtgmq 26 24 algorithms algorithms NNP work_nn2jolctirht5ngzd4v5ubtgmq 26 25 , , , work_nn2jolctirht5ngzd4v5ubtgmq 26 26 which which WDT work_nn2jolctirht5ngzd4v5ubtgmq 26 27 typically typically RB work_nn2jolctirht5ngzd4v5ubtgmq 26 28 involve involve VBP work_nn2jolctirht5ngzd4v5ubtgmq 26 29 ‘ ' `` work_nn2jolctirht5ngzd4v5ubtgmq 26 30 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 26 31 ’ ' '' work_nn2jolctirht5ngzd4v5ubtgmq 26 32 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 26 33 ‘ ' `` work_nn2jolctirht5ngzd4v5ubtgmq 26 34 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 26 35 ’ ' '' work_nn2jolctirht5ngzd4v5ubtgmq 26 36 statements statement NNS work_nn2jolctirht5ngzd4v5ubtgmq 26 37 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 26 38 focus focus VB work_nn2jolctirht5ngzd4v5ubtgmq 26 39 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 26 40 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 26 41 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 26 42 procedures procedure NNS work_nn2jolctirht5ngzd4v5ubtgmq 26 43 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 26 44 interest interest NN work_nn2jolctirht5ngzd4v5ubtgmq 26 45 . . . work_nn2jolctirht5ngzd4v5ubtgmq 27 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 27 2 US US NNP work_nn2jolctirht5ngzd4v5ubtgmq 27 3 Food Food NNP work_nn2jolctirht5ngzd4v5ubtgmq 27 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 27 5 Drug Drug NNP work_nn2jolctirht5ngzd4v5ubtgmq 27 6 Administration Administration NNP work_nn2jolctirht5ngzd4v5ubtgmq 27 7 ’s ’s , work_nn2jolctirht5ngzd4v5ubtgmq 27 8 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 27 9 FDA FDA NNP work_nn2jolctirht5ngzd4v5ubtgmq 27 10 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 27 11 Mini- Mini- NNPS work_nn2jolctirht5ngzd4v5ubtgmq 27 12 Sentinel Sentinel NNP work_nn2jolctirht5ngzd4v5ubtgmq 27 13 Initiative Initiative NNP work_nn2jolctirht5ngzd4v5ubtgmq 27 14 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 27 15 highlighted highlight VBN work_nn2jolctirht5ngzd4v5ubtgmq 27 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 27 17 importance importance NN work_nn2jolctirht5ngzd4v5ubtgmq 27 18 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 27 19 understanding understand VBG work_nn2jolctirht5ngzd4v5ubtgmq 27 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 27 21 validity validity NN work_nn2jolctirht5ngzd4v5ubtgmq 27 22 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 27 23 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 27 24 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 27 25 algo- algo- NN work_nn2jolctirht5ngzd4v5ubtgmq 27 26 rithms rithms NNP work_nn2jolctirht5ngzd4v5ubtgmq 27 27 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 27 28 identifying identify VBG work_nn2jolctirht5ngzd4v5ubtgmq 27 29 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 27 30 outcomes outcome NNS work_nn2jolctirht5ngzd4v5ubtgmq 27 31 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 27 32 interest interest NN work_nn2jolctirht5ngzd4v5ubtgmq 27 33 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 27 34 7 7 CD work_nn2jolctirht5ngzd4v5ubtgmq 27 35 , , , work_nn2jolctirht5ngzd4v5ubtgmq 27 36 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 27 37 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 27 38 . . . work_nn2jolctirht5ngzd4v5ubtgmq 28 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 28 2 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 28 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 28 4 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 28 5 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 28 6 identifying identify VBG work_nn2jolctirht5ngzd4v5ubtgmq 28 7 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 28 8 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 28 9 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 28 10 diagnoses diagnosis NNS work_nn2jolctirht5ngzd4v5ubtgmq 28 11 depends depend VBZ work_nn2jolctirht5ngzd4v5ubtgmq 28 12 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 28 13 features feature NNS work_nn2jolctirht5ngzd4v5ubtgmq 28 14 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 28 15 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 28 16 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 28 17 , , , work_nn2jolctirht5ngzd4v5ubtgmq 28 18 condition condition NN work_nn2jolctirht5ngzd4v5ubtgmq 28 19 , , , work_nn2jolctirht5ngzd4v5ubtgmq 28 20 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 28 21 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 28 22 , , , work_nn2jolctirht5ngzd4v5ubtgmq 28 23 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 28 24 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 28 25 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 28 26 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 28 27 confirming confirm VBG work_nn2jolctirht5ngzd4v5ubtgmq 28 28 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 28 29 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 28 30 . . . work_nn2jolctirht5ngzd4v5ubtgmq 29 1 Many many JJ work_nn2jolctirht5ngzd4v5ubtgmq 29 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 29 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 29 4 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 29 5 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 29 6 establish establish VBP work_nn2jolctirht5ngzd4v5ubtgmq 29 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 29 8 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 29 9 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 29 10 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 29 11 data data NNP work_nn2jolctirht5ngzd4v5ubtgmq 29 12 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 29 13 lack lack VBP work_nn2jolctirht5ngzd4v5ubtgmq 29 14 consistent consistent JJ work_nn2jolctirht5ngzd4v5ubtgmq 29 15 methodology methodology NN work_nn2jolctirht5ngzd4v5ubtgmq 29 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 29 17 reporting reporting NN work_nn2jolctirht5ngzd4v5ubtgmq 29 18 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 29 19 , , , work_nn2jolctirht5ngzd4v5ubtgmq 29 20 making make VBG work_nn2jolctirht5ngzd4v5ubtgmq 29 21 it -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 29 22 difficult difficult JJ work_nn2jolctirht5ngzd4v5ubtgmq 29 23 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 29 24 compare compare VB work_nn2jolctirht5ngzd4v5ubtgmq 29 25 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 29 26 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 29 27 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 29 28 across across IN work_nn2jolctirht5ngzd4v5ubtgmq 29 29 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 29 30 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 29 31 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 29 32 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 29 33 . . . work_nn2jolctirht5ngzd4v5ubtgmq 30 1 These these DT work_nn2jolctirht5ngzd4v5ubtgmq 30 2 issues issue NNS work_nn2jolctirht5ngzd4v5ubtgmq 30 3 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 30 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 30 5 concern concern NN work_nn2jolctirht5ngzd4v5ubtgmq 30 6 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 30 7 investigators investigator NNS work_nn2jolctirht5ngzd4v5ubtgmq 30 8 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 30 9 policy policy NN work_nn2jolctirht5ngzd4v5ubtgmq 30 10 makers maker NNS work_nn2jolctirht5ngzd4v5ubtgmq 30 11 worldwide worldwide RB work_nn2jolctirht5ngzd4v5ubtgmq 30 12 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 30 13 many many JJ work_nn2jolctirht5ngzd4v5ubtgmq 30 14 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 30 15 systems system NNS work_nn2jolctirht5ngzd4v5ubtgmq 30 16 across across IN work_nn2jolctirht5ngzd4v5ubtgmq 30 17 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 30 18 globe globe NN work_nn2jolctirht5ngzd4v5ubtgmq 30 19 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 30 20 making make VBG work_nn2jolctirht5ngzd4v5ubtgmq 30 21 increasing increase VBG work_nn2jolctirht5ngzd4v5ubtgmq 30 22 use use NN work_nn2jolctirht5ngzd4v5ubtgmq 30 23 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 30 24 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 30 25 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 30 26 . . . work_nn2jolctirht5ngzd4v5ubtgmq 31 1 This this DT work_nn2jolctirht5ngzd4v5ubtgmq 31 2 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 31 3 examines examine VBZ work_nn2jolctirht5ngzd4v5ubtgmq 31 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 31 5 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 31 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 31 7 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 31 8 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 31 9 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 31 10 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 31 11 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 31 12 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 31 13 identifying identify VBG work_nn2jolctirht5ngzd4v5ubtgmq 31 14 patients patient NNS work_nn2jolctirht5ngzd4v5ubtgmq 31 15 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 31 16 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 31 17 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 31 18 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 31 19 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 31 20 . . . work_nn2jolctirht5ngzd4v5ubtgmq 32 1 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 32 2 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 32 3 associated associate VBN work_nn2jolctirht5ngzd4v5ubtgmq 32 4 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 32 5 significant significant JJ work_nn2jolctirht5ngzd4v5ubtgmq 32 6 bur- bur- NN work_nn2jolctirht5ngzd4v5ubtgmq 32 7 den den NN work_nn2jolctirht5ngzd4v5ubtgmq 32 8 , , , work_nn2jolctirht5ngzd4v5ubtgmq 32 9 affecting affect VBG work_nn2jolctirht5ngzd4v5ubtgmq 32 10 27 27 CD work_nn2jolctirht5ngzd4v5ubtgmq 32 11 million million CD work_nn2jolctirht5ngzd4v5ubtgmq 32 12 adults adult NNS work_nn2jolctirht5ngzd4v5ubtgmq 32 13 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 32 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 32 15 US US NNP work_nn2jolctirht5ngzd4v5ubtgmq 32 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 32 17 more more JJR work_nn2jolctirht5ngzd4v5ubtgmq 32 18 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 32 19 150 150 CD work_nn2jolctirht5ngzd4v5ubtgmq 32 20 million million CD work_nn2jolctirht5ngzd4v5ubtgmq 32 21 adults adult NNS work_nn2jolctirht5ngzd4v5ubtgmq 32 22 worldwide worldwide RB work_nn2jolctirht5ngzd4v5ubtgmq 32 23 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 32 24 9 9 CD work_nn2jolctirht5ngzd4v5ubtgmq 32 25 , , , work_nn2jolctirht5ngzd4v5ubtgmq 32 26 10 10 CD work_nn2jolctirht5ngzd4v5ubtgmq 32 27 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 32 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 33 1 Administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 33 2 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 33 3 play play VBP work_nn2jolctirht5ngzd4v5ubtgmq 33 4 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 33 5 important important JJ work_nn2jolctirht5ngzd4v5ubtgmq 33 6 role role NN work_nn2jolctirht5ngzd4v5ubtgmq 33 7 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 33 8 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 33 9 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 33 10 disease disease NNP work_nn2jolctirht5ngzd4v5ubtgmq 33 11 burden burden NN work_nn2jolctirht5ngzd4v5ubtgmq 33 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 33 13 treatment treatment NN work_nn2jolctirht5ngzd4v5ubtgmq 33 14 outcomes outcome NNS work_nn2jolctirht5ngzd4v5ubtgmq 33 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 33 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 33 17 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 33 18 improvement improvement NN work_nn2jolctirht5ngzd4v5ubtgmq 33 19 across across IN work_nn2jolctirht5ngzd4v5ubtgmq 33 20 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 33 21 range range NN work_nn2jolctirht5ngzd4v5ubtgmq 33 22 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 33 23 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 33 24 including include VBG work_nn2jolctirht5ngzd4v5ubtgmq 33 25 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 33 26 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 33 27 11–15 11–15 CD work_nn2jolctirht5ngzd4v5ubtgmq 33 28 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 33 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 34 1 However however RB work_nn2jolctirht5ngzd4v5ubtgmq 34 2 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 34 3 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 34 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 34 5 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 34 6 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 34 7 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 34 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 34 9 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 34 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 34 11 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 34 12 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 34 13 received receive VBN work_nn2jolctirht5ngzd4v5ubtgmq 34 14 sparse sparse JJ work_nn2jolctirht5ngzd4v5ubtgmq 34 15 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 34 16 . . . work_nn2jolctirht5ngzd4v5ubtgmq 35 1 One one CD work_nn2jolctirht5ngzd4v5ubtgmq 35 2 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 35 3 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 35 4 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 35 5 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 35 6 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 35 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 35 8 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 35 9 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 35 10 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 35 11 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 35 12 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 35 13 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 35 14 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 35 15 wide wide JJ work_nn2jolctirht5ngzd4v5ubtgmq 35 16 range range NN work_nn2jolctirht5ngzd4v5ubtgmq 35 17 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 35 18 rheumatologic rheumatologic NN work_nn2jolctirht5ngzd4v5ubtgmq 35 19 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 35 20 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 35 21 provided provide VBD work_nn2jolctirht5ngzd4v5ubtgmq 35 22 limited limited JJ work_nn2jolctirht5ngzd4v5ubtgmq 35 23 detailed detailed JJ work_nn2jolctirht5ngzd4v5ubtgmq 35 24 information information NN work_nn2jolctirht5ngzd4v5ubtgmq 35 25 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 35 26 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 35 27 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 35 28 16 16 CD work_nn2jolctirht5ngzd4v5ubtgmq 35 29 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 35 30 . . . work_nn2jolctirht5ngzd4v5ubtgmq 36 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 36 2 goal goal NN work_nn2jolctirht5ngzd4v5ubtgmq 36 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 36 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 36 5 present present JJ work_nn2jolctirht5ngzd4v5ubtgmq 36 6 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 36 7 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 36 8 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 36 9 perform perform VB work_nn2jolctirht5ngzd4v5ubtgmq 36 10 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 36 11 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 36 12 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 36 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 36 14 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 36 15 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 36 16 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 36 17 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 36 18 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 36 19 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 36 20 diagnose diagnose VB work_nn2jolctirht5ngzd4v5ubtgmq 36 21 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 36 22 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 36 23 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 36 24 evaluate evaluate VB work_nn2jolctirht5ngzd4v5ubtgmq 36 25 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 36 26 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 36 27 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 36 28 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 36 29 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 36 30 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 36 31 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 36 32 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 36 33 restrictiveness restrictiveness NN work_nn2jolctirht5ngzd4v5ubtgmq 36 34 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 36 35 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 36 36 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 36 37 . . . work_nn2jolctirht5ngzd4v5ubtgmq 37 1 Methods Methods NNP work_nn2jolctirht5ngzd4v5ubtgmq 37 2 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 37 3 identification identification NN work_nn2jolctirht5ngzd4v5ubtgmq 37 4 This this DT work_nn2jolctirht5ngzd4v5ubtgmq 37 5 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 37 6 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 37 7 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 37 8 performed perform VBN work_nn2jolctirht5ngzd4v5ubtgmq 37 9 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 37 10 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 37 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 37 12 Preferred Preferred NNP work_nn2jolctirht5ngzd4v5ubtgmq 37 13 Reporting Reporting NNP work_nn2jolctirht5ngzd4v5ubtgmq 37 14 Items Items NNPS work_nn2jolctirht5ngzd4v5ubtgmq 37 15 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 37 16 Systematic Systematic NNP work_nn2jolctirht5ngzd4v5ubtgmq 37 17 Reviews Reviews NNPS work_nn2jolctirht5ngzd4v5ubtgmq 37 18 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 37 19 Meta Meta NNP work_nn2jolctirht5ngzd4v5ubtgmq 37 20 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 37 21 analyses analysis NNS work_nn2jolctirht5ngzd4v5ubtgmq 37 22 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 37 23 PRISMA PRISMA NNP work_nn2jolctirht5ngzd4v5ubtgmq 37 24 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 37 25 guidelines guideline NNS work_nn2jolctirht5ngzd4v5ubtgmq 37 26 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 37 27 17 17 CD work_nn2jolctirht5ngzd4v5ubtgmq 37 28 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 37 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 38 1 A a DT work_nn2jolctirht5ngzd4v5ubtgmq 38 2 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 38 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 38 4 all all DT work_nn2jolctirht5ngzd4v5ubtgmq 38 5 titles title NNS work_nn2jolctirht5ngzd4v5ubtgmq 38 6 available available JJ work_nn2jolctirht5ngzd4v5ubtgmq 38 7 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 38 8 Medline Medline NNP work_nn2jolctirht5ngzd4v5ubtgmq 38 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 38 10 Embase Embase NNP work_nn2jolctirht5ngzd4v5ubtgmq 38 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 38 12 Cochrane Cochrane NNP work_nn2jolctirht5ngzd4v5ubtgmq 38 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 38 14 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 38 15 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 38 16 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 38 17 conducted conduct VBN work_nn2jolctirht5ngzd4v5ubtgmq 38 18 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 38 19 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 38 20 following follow VBG work_nn2jolctirht5ngzd4v5ubtgmq 38 21 major major JJ work_nn2jolctirht5ngzd4v5ubtgmq 38 22 keywords keyword NNS work_nn2jolctirht5ngzd4v5ubtgmq 38 23 : : : work_nn2jolctirht5ngzd4v5ubtgmq 38 24 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 38 25 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 38 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 38 27 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 38 28 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 38 29 , , , work_nn2jolctirht5ngzd4v5ubtgmq 38 30 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 38 31 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 38 32 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 38 33 Additional additional JJ work_nn2jolctirht5ngzd4v5ubtgmq 38 34 file file NN work_nn2jolctirht5ngzd4v5ubtgmq 38 35 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 38 36 : : : work_nn2jolctirht5ngzd4v5ubtgmq 38 37 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 38 38 S1 S1 NNS work_nn2jolctirht5ngzd4v5ubtgmq 38 39 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 38 40 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 38 41 strings string NNS work_nn2jolctirht5ngzd4v5ubtgmq 38 42 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 38 43 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 38 44 18 18 CD work_nn2jolctirht5ngzd4v5ubtgmq 38 45 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 38 46 . . . work_nn2jolctirht5ngzd4v5ubtgmq 39 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 39 2 carried carry VBD work_nn2jolctirht5ngzd4v5ubtgmq 39 3 out out RP work_nn2jolctirht5ngzd4v5ubtgmq 39 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 39 5 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 39 6 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 39 7 January January NNP work_nn2jolctirht5ngzd4v5ubtgmq 39 8 2015 2015 CD work_nn2jolctirht5ngzd4v5ubtgmq 39 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 39 10 two two CD work_nn2jolctirht5ngzd4v5ubtgmq 39 11 reviewers reviewer NNS work_nn2jolctirht5ngzd4v5ubtgmq 39 12 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 39 13 AJD AJD NNP work_nn2jolctirht5ngzd4v5ubtgmq 39 14 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 39 15 SS SS NNP work_nn2jolctirht5ngzd4v5ubtgmq 39 16 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 39 17 screened screen VBD work_nn2jolctirht5ngzd4v5ubtgmq 39 18 every every DT work_nn2jolctirht5ngzd4v5ubtgmq 39 19 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 39 20 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 39 21 determine determine VB work_nn2jolctirht5ngzd4v5ubtgmq 39 22 whether whether IN work_nn2jolctirht5ngzd4v5ubtgmq 39 23 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 39 24 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 39 25 met meet VBD work_nn2jolctirht5ngzd4v5ubtgmq 39 26 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 39 27 inclusion inclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 39 28 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 39 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 40 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 40 2 also also RB work_nn2jolctirht5ngzd4v5ubtgmq 40 3 reviewed review VBD work_nn2jolctirht5ngzd4v5ubtgmq 40 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 40 5 bibliographies bibliography NNS work_nn2jolctirht5ngzd4v5ubtgmq 40 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 40 7 relevant relevant JJ work_nn2jolctirht5ngzd4v5ubtgmq 40 8 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 40 9 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 40 10 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 40 11 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 40 12 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 40 13 might may MD work_nn2jolctirht5ngzd4v5ubtgmq 40 14 have have VB work_nn2jolctirht5ngzd4v5ubtgmq 40 15 been be VBN work_nn2jolctirht5ngzd4v5ubtgmq 40 16 missed miss VBN work_nn2jolctirht5ngzd4v5ubtgmq 40 17 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 40 18 our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 40 19 initial initial JJ work_nn2jolctirht5ngzd4v5ubtgmq 40 20 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 40 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 41 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 41 2 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 41 3 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 41 4 repeated repeat VBN work_nn2jolctirht5ngzd4v5ubtgmq 41 5 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 41 6 include include VB work_nn2jolctirht5ngzd4v5ubtgmq 41 7 references reference NNS work_nn2jolctirht5ngzd4v5ubtgmq 41 8 published publish VBN work_nn2jolctirht5ngzd4v5ubtgmq 41 9 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 41 10 January January NNP work_nn2jolctirht5ngzd4v5ubtgmq 41 11 2015 2015 CD work_nn2jolctirht5ngzd4v5ubtgmq 41 12 through through IN work_nn2jolctirht5ngzd4v5ubtgmq 41 13 February February NNP work_nn2jolctirht5ngzd4v5ubtgmq 41 14 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 41 15 . . . work_nn2jolctirht5ngzd4v5ubtgmq 42 1 Inclusion inclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 42 2 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 42 3 exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 42 4 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 42 5 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 42 6 included include VBD work_nn2jolctirht5ngzd4v5ubtgmq 42 7 English English NNP work_nn2jolctirht5ngzd4v5ubtgmq 42 8 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 42 9 language language NN work_nn2jolctirht5ngzd4v5ubtgmq 42 10 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 42 11 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 42 12 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 42 13 both both DT work_nn2jolctirht5ngzd4v5ubtgmq 42 14 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 42 15 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 42 16 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 42 17 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 42 18 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 42 19 data data NNP work_nn2jolctirht5ngzd4v5ubtgmq 42 20 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 42 21 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 42 22 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 42 23 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 42 24 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 42 25 symptomatic symptomatic JJ work_nn2jolctirht5ngzd4v5ubtgmq 42 26 OA oa NN work_nn2jolctirht5ngzd4v5ubtgmq 42 27 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 42 28 comparing compare VBG work_nn2jolctirht5ngzd4v5ubtgmq 42 29 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 42 30 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 42 31 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 42 32 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 42 33 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 42 34 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 42 35 . . . work_nn2jolctirht5ngzd4v5ubtgmq 43 1 If if IN work_nn2jolctirht5ngzd4v5ubtgmq 43 2 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 43 3 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 43 4 pre- pre- RB work_nn2jolctirht5ngzd4v5ubtgmq 43 5 sented sente VBD work_nn2jolctirht5ngzd4v5ubtgmq 43 6 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 43 7 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 43 8 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 43 9 tables table NNS work_nn2jolctirht5ngzd4v5ubtgmq 43 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 43 11 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 43 12 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 43 13 negative negative JJ work_nn2jolctirht5ngzd4v5ubtgmq 43 14 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 43 15 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 43 16 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 43 17 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 43 18 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 43 19 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 43 20 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 43 21 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 43 22 crossed cross VBD work_nn2jolctirht5ngzd4v5ubtgmq 43 23 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 43 24 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 43 25 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 43 26 negative negative JJ work_nn2jolctirht5ngzd4v5ubtgmq 43 27 putative putative JJ work_nn2jolctirht5ngzd4v5ubtgmq 43 28 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 43 29 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 43 30 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 43 31 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 43 32 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 43 33 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 43 34 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 43 35 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 43 36 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 43 37 , , , work_nn2jolctirht5ngzd4v5ubtgmq 43 38 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 43 39 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 43 40 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 43 41 table table NN work_nn2jolctirht5ngzd4v5ubtgmq 43 42 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 43 43 calculate calculate VB work_nn2jolctirht5ngzd4v5ubtgmq 43 44 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 43 45 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 43 46 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 43 47 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 43 48 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 43 49 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 43 50 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 43 51 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 43 52 formulas formula NNS work_nn2jolctirht5ngzd4v5ubtgmq 43 53 below below IN work_nn2jolctirht5ngzd4v5ubtgmq 43 54 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 43 55 19 19 CD work_nn2jolctirht5ngzd4v5ubtgmq 43 56 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 43 57 . . . work_nn2jolctirht5ngzd4v5ubtgmq 44 1 True true JJ work_nn2jolctirht5ngzd4v5ubtgmq 44 2 positives positive NNS work_nn2jolctirht5ngzd4v5ubtgmq 44 3 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 44 4 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 44 5 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 44 6 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 44 7 identified identify VBN work_nn2jolctirht5ngzd4v5ubtgmq 44 8 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 44 9 both both DT work_nn2jolctirht5ngzd4v5ubtgmq 44 10 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 44 11 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 44 12 gold gold JJ work_nn2jolctirht5ngzd4v5ubtgmq 44 13 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 44 14 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 44 15 true true JJ work_nn2jolctirht5ngzd4v5ubtgmq 44 16 negatives negative NNS work_nn2jolctirht5ngzd4v5ubtgmq 44 17 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 44 18 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 44 19 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 44 20 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 44 21 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 44 22 identified identify VBN work_nn2jolctirht5ngzd4v5ubtgmq 44 23 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 44 24 both both DT work_nn2jolctirht5ngzd4v5ubtgmq 44 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 45 1 False false JJ work_nn2jolctirht5ngzd4v5ubtgmq 45 2 positives positive NNS work_nn2jolctirht5ngzd4v5ubtgmq 45 3 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 45 4 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 45 5 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 45 6 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 45 7 identified identify VBN work_nn2jolctirht5ngzd4v5ubtgmq 45 8 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 45 9 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 45 10 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 45 11 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 45 12 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 45 13 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 45 14 gold gold JJ work_nn2jolctirht5ngzd4v5ubtgmq 45 15 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 45 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 45 17 false false JJ work_nn2jolctirht5ngzd4v5ubtgmq 45 18 negatives negative NNS work_nn2jolctirht5ngzd4v5ubtgmq 45 19 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 45 20 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 45 21 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 45 22 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 45 23 identified identify VBN work_nn2jolctirht5ngzd4v5ubtgmq 45 24 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 45 25 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 45 26 gold gold JJ work_nn2jolctirht5ngzd4v5ubtgmq 45 27 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 45 28 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 45 29 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 45 30 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 45 31 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 45 32 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 45 33 . . . work_nn2jolctirht5ngzd4v5ubtgmq 46 1 Sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 46 2 ¼ ¼ JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 3 True true JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 4 positives positive NNS work_nn2jolctirht5ngzd4v5ubtgmq 46 5 True true JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 6 positives positive NNS work_nn2jolctirht5ngzd4v5ubtgmq 46 7 þ þ DT work_nn2jolctirht5ngzd4v5ubtgmq 46 8 False false JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 9 negatives negative NNS work_nn2jolctirht5ngzd4v5ubtgmq 46 10 Specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 46 11 ¼ ¼ NN work_nn2jolctirht5ngzd4v5ubtgmq 46 12 True true JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 13 negatives negative VBZ work_nn2jolctirht5ngzd4v5ubtgmq 46 14 True true JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 15 negatives negative VBZ work_nn2jolctirht5ngzd4v5ubtgmq 46 16 þ þ DT work_nn2jolctirht5ngzd4v5ubtgmq 46 17 False false JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 18 positives positive NNS work_nn2jolctirht5ngzd4v5ubtgmq 46 19 Studies Studies NNPS work_nn2jolctirht5ngzd4v5ubtgmq 46 20 only only RB work_nn2jolctirht5ngzd4v5ubtgmq 46 21 reporting report VBG work_nn2jolctirht5ngzd4v5ubtgmq 46 22 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 23 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 46 24 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 46 25 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 46 26 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 46 27 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 46 28 without without IN work_nn2jolctirht5ngzd4v5ubtgmq 46 29 reporting report VBG work_nn2jolctirht5ngzd4v5ubtgmq 46 30 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 46 31 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 46 32 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 46 33 tables table NNS work_nn2jolctirht5ngzd4v5ubtgmq 46 34 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 46 35 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 46 36 including include VBG work_nn2jolctirht5ngzd4v5ubtgmq 46 37 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 46 38 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 46 39 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 46 40 values value NNS work_nn2jolctirht5ngzd4v5ubtgmq 46 41 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 46 42 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 46 43 excluded exclude VBN work_nn2jolctirht5ngzd4v5ubtgmq 46 44 . . . work_nn2jolctirht5ngzd4v5ubtgmq 47 1 If if IN work_nn2jolctirht5ngzd4v5ubtgmq 47 2 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 47 3 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 47 4 classified classify VBD work_nn2jolctirht5ngzd4v5ubtgmq 47 5 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 47 6 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 47 7 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 47 8 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 47 9 definite definite JJ work_nn2jolctirht5ngzd4v5ubtgmq 47 10 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 47 11 possible possible JJ work_nn2jolctirht5ngzd4v5ubtgmq 47 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 47 13 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 47 14 calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 47 15 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 47 16 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 47 17 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 47 18 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 47 19 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 47 20 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 47 21 only only RB work_nn2jolctirht5ngzd4v5ubtgmq 47 22 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 47 23 definite definite JJ work_nn2jolctirht5ngzd4v5ubtgmq 47 24 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 47 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 48 1 In in IN work_nn2jolctirht5ngzd4v5ubtgmq 48 2 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 48 3 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 48 4 evaluated evaluate VBD work_nn2jolctirht5ngzd4v5ubtgmq 48 5 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 48 6 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 48 7 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 48 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 48 9 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 48 10 multiple multiple JJ work_nn2jolctirht5ngzd4v5ubtgmq 48 11 anatomic anatomic JJ work_nn2jolctirht5ngzd4v5ubtgmq 48 12 locations location NNS work_nn2jolctirht5ngzd4v5ubtgmq 48 13 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 48 14 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 49 1 hip hip NN work_nn2jolctirht5ngzd4v5ubtgmq 49 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 49 3 knee knee NN work_nn2jolctirht5ngzd4v5ubtgmq 49 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 49 5 hand hand NN work_nn2jolctirht5ngzd4v5ubtgmq 49 6 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 49 7 combinations combination NNS work_nn2jolctirht5ngzd4v5ubtgmq 49 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 49 9 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 49 10 joints joint NNS work_nn2jolctirht5ngzd4v5ubtgmq 49 11 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 49 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 49 13 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 49 14 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 49 15 combined combine VBD work_nn2jolctirht5ngzd4v5ubtgmq 49 16 all all DT work_nn2jolctirht5ngzd4v5ubtgmq 49 17 anatomic anatomic JJ work_nn2jolctirht5ngzd4v5ubtgmq 49 18 locations location NNS work_nn2jolctirht5ngzd4v5ubtgmq 49 19 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 49 20 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 49 21 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 49 22 preferentially preferentially RB work_nn2jolctirht5ngzd4v5ubtgmq 49 23 selected select VBN work_nn2jolctirht5ngzd4v5ubtgmq 49 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 50 1 Algorithms Algorithms NNP work_nn2jolctirht5ngzd4v5ubtgmq 50 2 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 50 3 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 50 4 only only RB work_nn2jolctirht5ngzd4v5ubtgmq 50 5 imaging image VBG work_nn2jolctirht5ngzd4v5ubtgmq 50 6 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 50 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 50 8 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 50 9 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 50 10 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 50 11 excluded exclude VBN work_nn2jolctirht5ngzd4v5ubtgmq 50 12 due due IN work_nn2jolctirht5ngzd4v5ubtgmq 50 13 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 50 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 50 15 variability variability NN work_nn2jolctirht5ngzd4v5ubtgmq 50 16 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 50 17 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 50 18 imaging image VBG work_nn2jolctirht5ngzd4v5ubtgmq 50 19 classification classification NN work_nn2jolctirht5ngzd4v5ubtgmq 50 20 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 50 21 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 50 22 frequent frequent JJ work_nn2jolctirht5ngzd4v5ubtgmq 50 23 occurrence occurrence NN work_nn2jolctirht5ngzd4v5ubtgmq 50 24 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 50 25 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 50 26 imaging imaging NN work_nn2jolctirht5ngzd4v5ubtgmq 50 27 findings finding NNS work_nn2jolctirht5ngzd4v5ubtgmq 50 28 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 50 29 asymptomatic asymptomatic JJ work_nn2jolctirht5ngzd4v5ubtgmq 50 30 persons person NNS work_nn2jolctirht5ngzd4v5ubtgmq 50 31 . . . work_nn2jolctirht5ngzd4v5ubtgmq 51 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 51 2 contacted contact VBD work_nn2jolctirht5ngzd4v5ubtgmq 51 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 51 4 authors author NNS work_nn2jolctirht5ngzd4v5ubtgmq 51 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 51 6 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 51 7 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 51 8 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 51 9 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 51 10 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 51 11 measures measure NNS work_nn2jolctirht5ngzd4v5ubtgmq 51 12 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 51 13 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 51 14 kappa kappa JJ work_nn2jolctirht5ngzd4v5ubtgmq 51 15 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 51 16 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 51 17 obtain obtain VB work_nn2jolctirht5ngzd4v5ubtgmq 51 18 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 51 19 crude crude JJ work_nn2jolctirht5ngzd4v5ubtgmq 51 20 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 51 21 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 51 22 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 51 23 table table NN work_nn2jolctirht5ngzd4v5ubtgmq 51 24 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 51 25 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 51 26 computing compute VBG work_nn2jolctirht5ngzd4v5ubtgmq 51 27 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 51 28 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 51 29 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 51 30 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 51 31 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 51 32 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 51 33 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 51 34 . . . work_nn2jolctirht5ngzd4v5ubtgmq 52 1 Discrepancies discrepancy NNS work_nn2jolctirht5ngzd4v5ubtgmq 52 2 between between IN work_nn2jolctirht5ngzd4v5ubtgmq 52 3 reviewers reviewer NNS work_nn2jolctirht5ngzd4v5ubtgmq 52 4 regarding regard VBG work_nn2jolctirht5ngzd4v5ubtgmq 52 5 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 52 6 reasons reason NNS work_nn2jolctirht5ngzd4v5ubtgmq 52 7 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 52 8 abstract abstract JJ work_nn2jolctirht5ngzd4v5ubtgmq 52 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 52 10 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 52 11 exclusions exclusion NNS work_nn2jolctirht5ngzd4v5ubtgmq 52 12 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 52 13 resolved resolve VBN work_nn2jolctirht5ngzd4v5ubtgmq 52 14 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 52 15 consult- consult- JJ work_nn2jolctirht5ngzd4v5ubtgmq 52 16 ation ation NN work_nn2jolctirht5ngzd4v5ubtgmq 52 17 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 52 18 senior senior JJ work_nn2jolctirht5ngzd4v5ubtgmq 52 19 coauthors coauthor NNS work_nn2jolctirht5ngzd4v5ubtgmq 52 20 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 52 21 JNK JNK NNP work_nn2jolctirht5ngzd4v5ubtgmq 52 22 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 52 23 EL EL NNP work_nn2jolctirht5ngzd4v5ubtgmq 52 24 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 52 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 53 1 Data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 2 abstraction abstraction NN work_nn2jolctirht5ngzd4v5ubtgmq 53 3 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 53 4 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 53 5 assessment assessment NN work_nn2jolctirht5ngzd4v5ubtgmq 53 6 From from IN work_nn2jolctirht5ngzd4v5ubtgmq 53 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 53 8 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 9 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 53 10 met meet VBD work_nn2jolctirht5ngzd4v5ubtgmq 53 11 our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 53 12 inclusion inclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 53 13 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 15 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 53 16 extracted extract VBD work_nn2jolctirht5ngzd4v5ubtgmq 53 17 information information NN work_nn2jolctirht5ngzd4v5ubtgmq 53 18 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 53 19 : : : work_nn2jolctirht5ngzd4v5ubtgmq 53 20 author author NN work_nn2jolctirht5ngzd4v5ubtgmq 53 21 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 22 year year NN work_nn2jolctirht5ngzd4v5ubtgmq 53 23 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 53 24 publication publication NN work_nn2jolctirht5ngzd4v5ubtgmq 53 25 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 26 country country NN work_nn2jolctirht5ngzd4v5ubtgmq 53 27 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 53 28 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 53 29 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 30 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 31 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 53 32 source source NN work_nn2jolctirht5ngzd4v5ubtgmq 53 33 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 53 34 setting setting NN work_nn2jolctirht5ngzd4v5ubtgmq 53 35 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 36 location location NN work_nn2jolctirht5ngzd4v5ubtgmq 53 37 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 53 38 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 53 39 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 40 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 53 41 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 42 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 53 43 age age NN work_nn2jolctirht5ngzd4v5ubtgmq 53 44 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 45 gender gender NN work_nn2jolctirht5ngzd4v5ubtgmq 53 46 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 47 size size NN work_nn2jolctirht5ngzd4v5ubtgmq 53 48 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 53 49 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 50 description description NN work_nn2jolctirht5ngzd4v5ubtgmq 53 51 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 53 52 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 53 53 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 53 54 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 53 55 minimum minimum JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 56 number number NN work_nn2jolctirht5ngzd4v5ubtgmq 53 57 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 53 58 out- out- JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 59 patient patient NN work_nn2jolctirht5ngzd4v5ubtgmq 53 60 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 61 prescription prescription NN work_nn2jolctirht5ngzd4v5ubtgmq 53 62 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 63 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 53 64 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 53 65 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 66 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 67 use use NN work_nn2jolctirht5ngzd4v5ubtgmq 53 68 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 53 69 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 53 70 information information NN work_nn2jolctirht5ngzd4v5ubtgmq 53 71 entered enter VBN work_nn2jolctirht5ngzd4v5ubtgmq 53 72 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 53 73 electronic electronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 74 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 75 rec- rec- NNP work_nn2jolctirht5ngzd4v5ubtgmq 53 76 ord ord NN work_nn2jolctirht5ngzd4v5ubtgmq 53 77 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 78 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 53 79 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 80 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 53 81 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 82 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 83 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 53 84 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 85 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 53 86 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 53 87 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 88 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 53 89 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 53 90 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 53 91 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 53 92 sample sample NN work_nn2jolctirht5ngzd4v5ubtgmq 53 93 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 94 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 53 95 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 53 96 reference reference VB work_nn2jolctirht5ngzd4v5ubtgmq 53 97 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 98 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 99 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 53 100 negative negative JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 101 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 102 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 103 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 53 104 performance performance NN work_nn2jolctirht5ngzd4v5ubtgmq 53 105 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 106 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 53 107 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 53 108 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 109 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 53 110 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 111 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 53 112 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 53 113 , , , work_nn2jolctirht5ngzd4v5ubtgmq 53 114 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 53 115 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 53 116 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 53 117 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 53 118 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 53 119 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 53 120 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 53 121 intervals interval NNS work_nn2jolctirht5ngzd4v5ubtgmq 53 122 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 53 123 . . . work_nn2jolctirht5ngzd4v5ubtgmq 54 1 When when WRB work_nn2jolctirht5ngzd4v5ubtgmq 54 2 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 54 3 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 54 4 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 54 5 intervals interval NNS work_nn2jolctirht5ngzd4v5ubtgmq 54 6 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 54 7 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 54 8 provided provide VBN work_nn2jolctirht5ngzd4v5ubtgmq 54 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 54 10 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 54 11 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 54 12 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 54 13 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 54 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 55 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 55 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 55 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 55 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 55 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 55 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 55 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 55 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 55 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 55 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 55 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 55 12 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 55 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 55 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 55 15 calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 55 16 them -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 55 17 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 55 18 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 55 19 binomial binomial JJ work_nn2jolctirht5ngzd4v5ubtgmq 55 20 distribution distribution NN work_nn2jolctirht5ngzd4v5ubtgmq 55 21 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 55 22 pos- pos- VBN work_nn2jolctirht5ngzd4v5ubtgmq 55 23 sible sible NN work_nn2jolctirht5ngzd4v5ubtgmq 55 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 56 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 56 2 considered consider VBD work_nn2jolctirht5ngzd4v5ubtgmq 56 3 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 56 4 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 56 5 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 56 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 56 7 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 56 8 record record NN work_nn2jolctirht5ngzd4v5ubtgmq 56 9 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 56 10 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 56 11 proxy proxy NN work_nn2jolctirht5ngzd4v5ubtgmq 56 12 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 56 13 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 56 14 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 56 15 . . . work_nn2jolctirht5ngzd4v5ubtgmq 57 1 For for IN work_nn2jolctirht5ngzd4v5ubtgmq 57 2 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 57 3 assessment assessment NN work_nn2jolctirht5ngzd4v5ubtgmq 57 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 57 5 all all DT work_nn2jolctirht5ngzd4v5ubtgmq 57 6 included include VBN work_nn2jolctirht5ngzd4v5ubtgmq 57 7 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 57 8 , , , work_nn2jolctirht5ngzd4v5ubtgmq 57 9 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 57 10 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 57 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 57 12 40 40 CD work_nn2jolctirht5ngzd4v5ubtgmq 57 13 point point NN work_nn2jolctirht5ngzd4v5ubtgmq 57 14 modified modify VBN work_nn2jolctirht5ngzd4v5ubtgmq 57 15 Standards Standards NNPS work_nn2jolctirht5ngzd4v5ubtgmq 57 16 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 57 17 Reporting reporting NN work_nn2jolctirht5ngzd4v5ubtgmq 57 18 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 57 19 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 57 20 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 57 21 Diagnostic Diagnostic NNP work_nn2jolctirht5ngzd4v5ubtgmq 57 22 Accuracy Accuracy NNP work_nn2jolctirht5ngzd4v5ubtgmq 57 23 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 57 24 STARD stard NN work_nn2jolctirht5ngzd4v5ubtgmq 57 25 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 57 26 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 57 27 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 57 28 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 57 29 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 57 30 . . . work_nn2jolctirht5ngzd4v5ubtgmq 58 1 If if IN work_nn2jolctirht5ngzd4v5ubtgmq 58 2 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 58 3 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 58 4 results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 58 5 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 58 6 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 58 7 abstract abstract JJ work_nn2jolctirht5ngzd4v5ubtgmq 58 8 form form NN work_nn2jolctirht5ngzd4v5ubtgmq 58 9 prior prior RB work_nn2jolctirht5ngzd4v5ubtgmq 58 10 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 58 11 manuscript manuscript NN work_nn2jolctirht5ngzd4v5ubtgmq 58 12 submission submission NN work_nn2jolctirht5ngzd4v5ubtgmq 58 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 58 14 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 58 15 contacted contact VBD work_nn2jolctirht5ngzd4v5ubtgmq 58 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 58 17 author author NN work_nn2jolctirht5ngzd4v5ubtgmq 58 18 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 58 19 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 58 20 assessment assessment NN work_nn2jolctirht5ngzd4v5ubtgmq 58 21 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 58 22 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 58 23 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 58 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 59 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 59 2 two two CD work_nn2jolctirht5ngzd4v5ubtgmq 59 3 reviewers reviewer NNS work_nn2jolctirht5ngzd4v5ubtgmq 59 4 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 59 5 AJD AJD NNP work_nn2jolctirht5ngzd4v5ubtgmq 59 6 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 59 7 SS SS NNP work_nn2jolctirht5ngzd4v5ubtgmq 59 8 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 59 9 independently independently RB work_nn2jolctirht5ngzd4v5ubtgmq 59 10 completed complete VBD work_nn2jolctirht5ngzd4v5ubtgmq 59 11 all all DT work_nn2jolctirht5ngzd4v5ubtgmq 59 12 screening screening NN work_nn2jolctirht5ngzd4v5ubtgmq 59 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 59 14 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 59 15 extraction extraction NN work_nn2jolctirht5ngzd4v5ubtgmq 59 16 , , , work_nn2jolctirht5ngzd4v5ubtgmq 59 17 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 59 18 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 59 19 reporting reporting NN work_nn2jolctirht5ngzd4v5ubtgmq 59 20 activities activity NNS work_nn2jolctirht5ngzd4v5ubtgmq 59 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 60 1 Analysis analysis NN work_nn2jolctirht5ngzd4v5ubtgmq 60 2 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 60 3 classified classify VBD work_nn2jolctirht5ngzd4v5ubtgmq 60 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 60 5 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 60 6 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 60 7 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 60 8 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 60 9 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 60 10 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 60 11 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 60 12 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 60 13 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 60 14 number number NN work_nn2jolctirht5ngzd4v5ubtgmq 60 15 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 60 16 use use NN work_nn2jolctirht5ngzd4v5ubtgmq 60 17 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 60 18 stringent stringent JJ work_nn2jolctirht5ngzd4v5ubtgmq 60 19 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 60 20 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 60 21 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 60 22 procedural procedural JJ work_nn2jolctirht5ngzd4v5ubtgmq 60 23 , , , work_nn2jolctirht5ngzd4v5ubtgmq 60 24 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 60 25 , , , work_nn2jolctirht5ngzd4v5ubtgmq 60 26 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 60 27 prescription prescription NN work_nn2jolctirht5ngzd4v5ubtgmq 60 28 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 60 29 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 60 30 ascer- ascer- JJ work_nn2jolctirht5ngzd4v5ubtgmq 60 31 tain tain VB work_nn2jolctirht5ngzd4v5ubtgmq 60 32 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 60 33 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 60 34 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 60 35 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 60 36 . . . work_nn2jolctirht5ngzd4v5ubtgmq 61 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 61 2 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 61 3 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 61 4 classified classify VBN work_nn2jolctirht5ngzd4v5ubtgmq 61 5 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 61 6 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 61 7 if if IN work_nn2jolctirht5ngzd4v5ubtgmq 61 8 it -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 61 9 required require VBD work_nn2jolctirht5ngzd4v5ubtgmq 61 10 more more JJR work_nn2jolctirht5ngzd4v5ubtgmq 61 11 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 61 12 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 61 13 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 61 14 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 61 15 any any DT work_nn2jolctirht5ngzd4v5ubtgmq 61 16 kind kind NN work_nn2jolctirht5ngzd4v5ubtgmq 61 17 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 61 18 if if IN work_nn2jolctirht5ngzd4v5ubtgmq 61 19 it -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 61 20 required require VBD work_nn2jolctirht5ngzd4v5ubtgmq 61 21 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 61 22 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 61 23 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 61 24 stringent stringent JJ work_nn2jolctirht5ngzd4v5ubtgmq 61 25 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 61 26 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 61 27 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 61 28 proced- proced- JJ work_nn2jolctirht5ngzd4v5ubtgmq 61 29 ural ural JJ work_nn2jolctirht5ngzd4v5ubtgmq 61 30 , , , work_nn2jolctirht5ngzd4v5ubtgmq 61 31 prescription prescription NN work_nn2jolctirht5ngzd4v5ubtgmq 61 32 , , , work_nn2jolctirht5ngzd4v5ubtgmq 61 33 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 61 34 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 61 35 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 61 36 . . . work_nn2jolctirht5ngzd4v5ubtgmq 62 1 For for IN work_nn2jolctirht5ngzd4v5ubtgmq 62 2 example example NN work_nn2jolctirht5ngzd4v5ubtgmq 62 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 62 4 each each DT work_nn2jolctirht5ngzd4v5ubtgmq 62 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 62 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 62 7 following follow VBG work_nn2jolctirht5ngzd4v5ubtgmq 62 8 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 62 9 would would MD work_nn2jolctirht5ngzd4v5ubtgmq 62 10 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 62 11 classified classify VBN work_nn2jolctirht5ngzd4v5ubtgmq 62 12 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 62 13 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 62 14 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 62 15 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 62 16 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 62 17 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 62 18 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 62 19 required require VBD work_nn2jolctirht5ngzd4v5ubtgmq 62 20 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 62 21 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 62 22 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 62 23 two two CD work_nn2jolctirht5ngzd4v5ubtgmq 62 24 separate separate JJ work_nn2jolctirht5ngzd4v5ubtgmq 62 25 outpatient outpatient NN work_nn2jolctirht5ngzd4v5ubtgmq 62 26 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 62 27 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 62 28 2 2 LS work_nn2jolctirht5ngzd4v5ubtgmq 62 29 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 62 30 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 62 31 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 62 32 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 62 33 required require VBD work_nn2jolctirht5ngzd4v5ubtgmq 62 34 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 62 35 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 62 36 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 62 37 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 62 38 outpatient outpatient NN work_nn2jolctirht5ngzd4v5ubtgmq 62 39 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 62 40 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 62 41 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 62 42 prescription prescription NN work_nn2jolctirht5ngzd4v5ubtgmq 62 43 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 62 44 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 62 45 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 62 46 3 3 LS work_nn2jolctirht5ngzd4v5ubtgmq 62 47 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 62 48 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 62 49 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 62 50 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 62 51 required require VBD work_nn2jolctirht5ngzd4v5ubtgmq 62 52 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 62 53 single single JJ work_nn2jolctirht5ngzd4v5ubtgmq 62 54 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 62 55 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 62 56 . . . work_nn2jolctirht5ngzd4v5ubtgmq 63 1 Algorithms Algorithms NNP work_nn2jolctirht5ngzd4v5ubtgmq 63 2 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 63 3 only only RB work_nn2jolctirht5ngzd4v5ubtgmq 63 4 required require VBD work_nn2jolctirht5ngzd4v5ubtgmq 63 5 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 63 6 single single JJ work_nn2jolctirht5ngzd4v5ubtgmq 63 7 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 63 8 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 63 9 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 63 10 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 63 11 outpatient outpatient NN work_nn2jolctirht5ngzd4v5ubtgmq 63 12 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 63 13 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 63 14 classified classify VBN work_nn2jolctirht5ngzd4v5ubtgmq 63 15 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 63 16 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 63 17 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 63 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 64 1 Additionally additionally RB work_nn2jolctirht5ngzd4v5ubtgmq 64 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 64 3 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 64 4 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 64 5 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 64 6 required require VBD work_nn2jolctirht5ngzd4v5ubtgmq 64 7 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 64 8 single single JJ work_nn2jolctirht5ngzd4v5ubtgmq 64 9 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 64 10 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 64 11 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 64 12 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 64 13 outpatient outpatient NN work_nn2jolctirht5ngzd4v5ubtgmq 64 14 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 64 15 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 64 16 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 64 17 prescription prescription NN work_nn2jolctirht5ngzd4v5ubtgmq 64 18 record record NN work_nn2jolctirht5ngzd4v5ubtgmq 64 19 would would MD work_nn2jolctirht5ngzd4v5ubtgmq 64 20 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 64 21 deemed deem VBN work_nn2jolctirht5ngzd4v5ubtgmq 64 22 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 64 23 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 64 24 because because IN work_nn2jolctirht5ngzd4v5ubtgmq 64 25 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 64 26 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 64 27 stringent stringent JJ work_nn2jolctirht5ngzd4v5ubtgmq 64 28 prescription prescription NN work_nn2jolctirht5ngzd4v5ubtgmq 64 29 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 64 30 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 64 31 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 64 32 required require VBN work_nn2jolctirht5ngzd4v5ubtgmq 64 33 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 64 34 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 64 35 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 64 36 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 64 37 . . . work_nn2jolctirht5ngzd4v5ubtgmq 65 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 65 2 recorded record VBD work_nn2jolctirht5ngzd4v5ubtgmq 65 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 65 4 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 65 5 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 65 6 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 65 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 65 8 all all PDT work_nn2jolctirht5ngzd4v5ubtgmq 65 9 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 65 10 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 65 11 ascertainment ascertainment NN work_nn2jolctirht5ngzd4v5ubtgmq 65 12 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 65 13 . . . work_nn2jolctirht5ngzd4v5ubtgmq 66 1 For for IN work_nn2jolctirht5ngzd4v5ubtgmq 66 2 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 66 3 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 66 4 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 66 5 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 66 6 report report VB work_nn2jolctirht5ngzd4v5ubtgmq 66 7 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 66 8 and/or and/or CC work_nn2jolctirht5ngzd4v5ubtgmq 66 9 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 66 10 , , , work_nn2jolctirht5ngzd4v5ubtgmq 66 11 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 66 12 calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 66 13 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 66 14 values value NNS work_nn2jolctirht5ngzd4v5ubtgmq 66 15 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 66 16 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 66 17 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 66 18 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 66 19 tables table NNS work_nn2jolctirht5ngzd4v5ubtgmq 66 20 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 66 21 stratified stratify VBD work_nn2jolctirht5ngzd4v5ubtgmq 66 22 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 66 23 sample sample NN work_nn2jolctirht5ngzd4v5ubtgmq 66 24 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 66 25 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 66 26 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 66 27 positivity positivity NN work_nn2jolctirht5ngzd4v5ubtgmq 66 28 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 66 29 reference reference VB work_nn2jolctirht5ngzd4v5ubtgmq 66 30 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 66 31 positivity positivity NN work_nn2jolctirht5ngzd4v5ubtgmq 66 32 . . . work_nn2jolctirht5ngzd4v5ubtgmq 67 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 67 2 calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 67 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 67 4 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 67 5 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 67 6 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 67 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 67 8 LR+ LR+ NNP work_nn2jolctirht5ngzd4v5ubtgmq 67 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 67 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 67 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 67 12 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 67 13 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 67 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 67 15 formula formula NN work_nn2jolctirht5ngzd4v5ubtgmq 67 16 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 67 17 20 20 CD work_nn2jolctirht5ngzd4v5ubtgmq 67 18 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 67 19 : : : work_nn2jolctirht5ngzd4v5ubtgmq 67 20 Positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 67 21 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 67 22 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 67 23 LRþð LRþð NNP work_nn2jolctirht5ngzd4v5ubtgmq 67 24 Þ Þ NNP work_nn2jolctirht5ngzd4v5ubtgmq 67 25 ¼ ¼ JJ work_nn2jolctirht5ngzd4v5ubtgmq 67 26 Sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 67 27 1−Specificity 1−specificity CD work_nn2jolctirht5ngzd4v5ubtgmq 67 28 In in IN work_nn2jolctirht5ngzd4v5ubtgmq 67 29 order order NN work_nn2jolctirht5ngzd4v5ubtgmq 67 30 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 67 31 calculate calculate VB work_nn2jolctirht5ngzd4v5ubtgmq 67 32 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 67 33 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 67 34 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 67 35 ratios ratio NNS work_nn2jolctirht5ngzd4v5ubtgmq 67 36 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 67 37 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 67 38 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 67 39 perfect perfect JJ work_nn2jolctirht5ngzd4v5ubtgmq 67 40 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 67 41 , , , work_nn2jolctirht5ngzd4v5ubtgmq 67 42 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 67 43 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 67 44 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 67 45 lower low JJR work_nn2jolctirht5ngzd4v5ubtgmq 67 46 end end NN work_nn2jolctirht5ngzd4v5ubtgmq 67 47 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 67 48 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 67 49 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 67 50 interval interval NN work_nn2jolctirht5ngzd4v5ubtgmq 67 51 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 67 52 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 67 53 . . . work_nn2jolctirht5ngzd4v5ubtgmq 68 1 Additionally additionally RB work_nn2jolctirht5ngzd4v5ubtgmq 68 2 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 68 3 calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 68 4 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 68 5 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 68 6 values value NNS work_nn2jolctirht5ngzd4v5ubtgmq 68 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 68 8 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 68 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 68 10 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 68 11 different different JJ work_nn2jolctirht5ngzd4v5ubtgmq 68 12 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 68 13 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 68 14 rates rate NNS work_nn2jolctirht5ngzd4v5ubtgmq 68 15 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 68 16 order order NN work_nn2jolctirht5ngzd4v5ubtgmq 68 17 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 68 18 highlight highlight VB work_nn2jolctirht5ngzd4v5ubtgmq 68 19 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 68 20 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 68 21 dependence dependence NN work_nn2jolctirht5ngzd4v5ubtgmq 68 22 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 68 23 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 68 24 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 68 25 PPVs ppv NNS work_nn2jolctirht5ngzd4v5ubtgmq 68 26 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 68 27 21 21 CD work_nn2jolctirht5ngzd4v5ubtgmq 68 28 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 68 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 69 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 69 2 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 69 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 69 4 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 69 5 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 69 6 determines determine VBZ work_nn2jolctirht5ngzd4v5ubtgmq 69 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 69 8 probability probability NN work_nn2jolctirht5ngzd4v5ubtgmq 69 9 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 69 10 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 69 11 individual individual NN work_nn2jolctirht5ngzd4v5ubtgmq 69 12 identified identify VBN work_nn2jolctirht5ngzd4v5ubtgmq 69 13 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 69 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 69 15 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 69 16 truly truly RB work_nn2jolctirht5ngzd4v5ubtgmq 69 17 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 69 18 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 69 19 . . . work_nn2jolctirht5ngzd4v5ubtgmq 70 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 70 2 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 70 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 70 4 hypothetical hypothetical JJ work_nn2jolctirht5ngzd4v5ubtgmq 70 5 proportion proportion NN work_nn2jolctirht5ngzd4v5ubtgmq 70 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 70 7 0.1 0.1 CD work_nn2jolctirht5ngzd4v5ubtgmq 70 8 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 70 9 approximate approximate VB work_nn2jolctirht5ngzd4v5ubtgmq 70 10 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 70 11 preva- preva- NN work_nn2jolctirht5ngzd4v5ubtgmq 70 12 lence lence NN work_nn2jolctirht5ngzd4v5ubtgmq 70 13 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 70 14 general general JJ work_nn2jolctirht5ngzd4v5ubtgmq 70 15 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 70 16 , , , work_nn2jolctirht5ngzd4v5ubtgmq 70 17 0.25 0.25 CD work_nn2jolctirht5ngzd4v5ubtgmq 70 18 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 70 19 approximate approximate VB work_nn2jolctirht5ngzd4v5ubtgmq 70 20 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 70 21 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 70 22 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 70 23 adults adult NNS work_nn2jolctirht5ngzd4v5ubtgmq 70 24 over over IN work_nn2jolctirht5ngzd4v5ubtgmq 70 25 65 65 CD work_nn2jolctirht5ngzd4v5ubtgmq 70 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 70 27 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 70 28 0.5 0.5 CD work_nn2jolctirht5ngzd4v5ubtgmq 70 29 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 70 30 approximate approximate VB work_nn2jolctirht5ngzd4v5ubtgmq 70 31 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 70 32 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 70 33 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 70 34 specialty specialty NN work_nn2jolctirht5ngzd4v5ubtgmq 70 35 clinic clinic NN work_nn2jolctirht5ngzd4v5ubtgmq 70 36 settings setting NNS work_nn2jolctirht5ngzd4v5ubtgmq 70 37 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 70 38 9 9 CD work_nn2jolctirht5ngzd4v5ubtgmq 70 39 , , , work_nn2jolctirht5ngzd4v5ubtgmq 70 40 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 70 41 , , , work_nn2jolctirht5ngzd4v5ubtgmq 70 42 22 22 CD work_nn2jolctirht5ngzd4v5ubtgmq 70 43 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 70 44 . . . work_nn2jolctirht5ngzd4v5ubtgmq 71 1 Results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 71 2 Search Search NNP work_nn2jolctirht5ngzd4v5ubtgmq 71 3 results result VBZ work_nn2jolctirht5ngzd4v5ubtgmq 71 4 Our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 71 5 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 71 6 strategy strategy NN work_nn2jolctirht5ngzd4v5ubtgmq 71 7 identified identify VBD work_nn2jolctirht5ngzd4v5ubtgmq 71 8 626 626 CD work_nn2jolctirht5ngzd4v5ubtgmq 71 9 unique unique JJ work_nn2jolctirht5ngzd4v5ubtgmq 71 10 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 71 11 . . . work_nn2jolctirht5ngzd4v5ubtgmq 72 1 Upon upon IN work_nn2jolctirht5ngzd4v5ubtgmq 72 2 screening screen VBG work_nn2jolctirht5ngzd4v5ubtgmq 72 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 72 4 titles title NNS work_nn2jolctirht5ngzd4v5ubtgmq 72 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 72 6 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 72 7 identified identify VBD work_nn2jolctirht5ngzd4v5ubtgmq 72 8 266 266 CD work_nn2jolctirht5ngzd4v5ubtgmq 72 9 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 72 10 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 72 11 abstract abstract JJ work_nn2jolctirht5ngzd4v5ubtgmq 72 12 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 72 13 . . . work_nn2jolctirht5ngzd4v5ubtgmq 73 1 24 24 CD work_nn2jolctirht5ngzd4v5ubtgmq 73 2 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 73 3 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 73 4 64/266 64/266 CD work_nn2jolctirht5ngzd4v5ubtgmq 73 5 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 73 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 73 7 abstracts abstract NNS work_nn2jolctirht5ngzd4v5ubtgmq 73 8 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 73 9 excluded exclude VBN work_nn2jolctirht5ngzd4v5ubtgmq 73 10 be- be- RB work_nn2jolctirht5ngzd4v5ubtgmq 73 11 cause cause IN work_nn2jolctirht5ngzd4v5ubtgmq 73 12 they -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 73 13 addressed address VBD work_nn2jolctirht5ngzd4v5ubtgmq 73 14 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 73 15 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 73 16 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 73 17 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 73 18 23 23 CD work_nn2jolctirht5ngzd4v5ubtgmq 73 19 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 73 20 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 73 21 61/266 61/266 CD work_nn2jolctirht5ngzd4v5ubtgmq 73 22 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 73 23 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 73 24 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 73 25 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 73 26 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 73 27 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 73 28 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 73 29 , , , work_nn2jolctirht5ngzd4v5ubtgmq 73 30 therapy therapy NN work_nn2jolctirht5ngzd4v5ubtgmq 73 31 , , , work_nn2jolctirht5ngzd4v5ubtgmq 73 32 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 73 33 cost cost NN work_nn2jolctirht5ngzd4v5ubtgmq 73 34 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 73 35 effectiveness effectiveness NN work_nn2jolctirht5ngzd4v5ubtgmq 73 36 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 73 37 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 73 38 13 13 CD work_nn2jolctirht5ngzd4v5ubtgmq 73 39 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 73 40 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 73 41 35/266 35/266 CD work_nn2jolctirht5ngzd4v5ubtgmq 73 42 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 73 43 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 73 44 no no DT work_nn2jolctirht5ngzd4v5ubtgmq 73 45 adminis- adminis- NN work_nn2jolctirht5ngzd4v5ubtgmq 73 46 trative trative JJ work_nn2jolctirht5ngzd4v5ubtgmq 73 47 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 73 48 . . . work_nn2jolctirht5ngzd4v5ubtgmq 74 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 74 2 identified identify VBD work_nn2jolctirht5ngzd4v5ubtgmq 74 3 24 24 CD work_nn2jolctirht5ngzd4v5ubtgmq 74 4 references reference NNS work_nn2jolctirht5ngzd4v5ubtgmq 74 5 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 74 6 full full JJ work_nn2jolctirht5ngzd4v5ubtgmq 74 7 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 74 8 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 74 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 75 1 Of of IN work_nn2jolctirht5ngzd4v5ubtgmq 75 2 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 75 3 fully fully RB work_nn2jolctirht5ngzd4v5ubtgmq 75 4 reviewed review VBN work_nn2jolctirht5ngzd4v5ubtgmq 75 5 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 75 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 75 7 10 10 CD work_nn2jolctirht5ngzd4v5ubtgmq 75 8 studied study VBD work_nn2jolctirht5ngzd4v5ubtgmq 75 9 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 75 10 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 75 11 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 75 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 75 13 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 75 14 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 75 15 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 75 16 include include VB work_nn2jolctirht5ngzd4v5ubtgmq 75 17 quantita- quantita- VB work_nn2jolctirht5ngzd4v5ubtgmq 75 18 tive tive JJ work_nn2jolctirht5ngzd4v5ubtgmq 75 19 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 75 20 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 75 21 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 75 22 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 75 23 , , , work_nn2jolctirht5ngzd4v5ubtgmq 75 24 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 75 25 only only RB work_nn2jolctirht5ngzd4v5ubtgmq 75 26 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 75 27 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 75 28 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 75 29 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 75 30 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 75 31 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 75 32 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 75 33 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 75 34 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 75 35 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 75 36 specifi- specifi- NN work_nn2jolctirht5ngzd4v5ubtgmq 75 37 city city NN work_nn2jolctirht5ngzd4v5ubtgmq 75 38 , , , work_nn2jolctirht5ngzd4v5ubtgmq 75 39 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 75 40 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 75 41 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 75 42 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 75 43 , , , work_nn2jolctirht5ngzd4v5ubtgmq 75 44 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 75 45 combined combine VBN work_nn2jolctirht5ngzd4v5ubtgmq 75 46 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 75 47 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 75 48 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 75 49 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 75 50 rheumatoid rheumatoid NNP work_nn2jolctirht5ngzd4v5ubtgmq 75 51 arthritis arthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 75 52 , , , work_nn2jolctirht5ngzd4v5ubtgmq 75 53 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 75 54 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 75 55 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 75 56 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 75 57 self- self- NNS work_nn2jolctirht5ngzd4v5ubtgmq 75 58 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 75 59 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 75 60 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 75 61 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 75 62 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 75 63 records record NNS work_nn2jolctirht5ngzd4v5ubtgmq 75 64 . . . work_nn2jolctirht5ngzd4v5ubtgmq 76 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 76 2 in- in- RB work_nn2jolctirht5ngzd4v5ubtgmq 76 3 cluded clude VBD work_nn2jolctirht5ngzd4v5ubtgmq 76 4 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 76 5 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 76 6 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 76 7 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 76 8 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 76 9 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 76 10 our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 76 11 final final JJ work_nn2jolctirht5ngzd4v5ubtgmq 76 12 analysis analysis NN work_nn2jolctirht5ngzd4v5ubtgmq 76 13 . . . work_nn2jolctirht5ngzd4v5ubtgmq 77 1 In in IN work_nn2jolctirht5ngzd4v5ubtgmq 77 2 addition addition NN work_nn2jolctirht5ngzd4v5ubtgmq 77 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 77 4 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 77 5 identified identify VBD work_nn2jolctirht5ngzd4v5ubtgmq 77 6 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 77 7 peer peer NN work_nn2jolctirht5ngzd4v5ubtgmq 77 8 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 77 9 reviewed review VBN work_nn2jolctirht5ngzd4v5ubtgmq 77 10 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 77 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 77 12 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 77 13 abstract abstract JJ work_nn2jolctirht5ngzd4v5ubtgmq 77 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 77 15 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 77 16 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 77 17 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 77 18 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 77 19 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 77 20 searching search VBG work_nn2jolctirht5ngzd4v5ubtgmq 77 21 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 77 22 bibliographies bibliography NNS work_nn2jolctirht5ngzd4v5ubtgmq 77 23 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 77 24 relevant relevant JJ work_nn2jolctirht5ngzd4v5ubtgmq 77 25 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 77 26 . . . work_nn2jolctirht5ngzd4v5ubtgmq 78 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 78 2 updated update VBN work_nn2jolctirht5ngzd4v5ubtgmq 78 3 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 78 4 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 78 5 February February NNP work_nn2jolctirht5ngzd4v5ubtgmq 78 6 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 78 7 identified identify VBD work_nn2jolctirht5ngzd4v5ubtgmq 78 8 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 78 9 eligible eligible JJ work_nn2jolctirht5ngzd4v5ubtgmq 78 10 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 78 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 78 12 which which WDT work_nn2jolctirht5ngzd4v5ubtgmq 78 13 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 78 14 included include VBN work_nn2jolctirht5ngzd4v5ubtgmq 78 15 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 78 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 78 17 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 78 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 79 1 Figure figure NN work_nn2jolctirht5ngzd4v5ubtgmq 79 2 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 79 3 outlines outline VBZ work_nn2jolctirht5ngzd4v5ubtgmq 79 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 79 5 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 79 6 selec- selec- NN work_nn2jolctirht5ngzd4v5ubtgmq 79 7 tion tion NN work_nn2jolctirht5ngzd4v5ubtgmq 79 8 process process NN work_nn2jolctirht5ngzd4v5ubtgmq 79 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 80 1 Features feature NNS work_nn2jolctirht5ngzd4v5ubtgmq 80 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 80 3 abstracted abstract VBN work_nn2jolctirht5ngzd4v5ubtgmq 80 4 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 80 5 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 80 6 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 80 7 describes describe VBZ work_nn2jolctirht5ngzd4v5ubtgmq 80 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 80 9 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 80 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 80 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 80 12 7 7 CD work_nn2jolctirht5ngzd4v5ubtgmq 80 13 included include VBN work_nn2jolctirht5ngzd4v5ubtgmq 80 14 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 80 15 . . . work_nn2jolctirht5ngzd4v5ubtgmq 81 1 Study study NN work_nn2jolctirht5ngzd4v5ubtgmq 81 2 sample sample NN work_nn2jolctirht5ngzd4v5ubtgmq 81 3 size size NN work_nn2jolctirht5ngzd4v5ubtgmq 81 4 ranged range VBD work_nn2jolctirht5ngzd4v5ubtgmq 81 5 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 81 6 171 171 CD work_nn2jolctirht5ngzd4v5ubtgmq 81 7 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 81 8 5589 5589 CD work_nn2jolctirht5ngzd4v5ubtgmq 81 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 81 10 sources source NNS work_nn2jolctirht5ngzd4v5ubtgmq 81 11 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 81 12 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 81 13 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 81 14 included include VBD work_nn2jolctirht5ngzd4v5ubtgmq 81 15 Medicare Medicare NNP work_nn2jolctirht5ngzd4v5ubtgmq 81 16 claims claim NNS work_nn2jolctirht5ngzd4v5ubtgmq 81 17 , , , work_nn2jolctirht5ngzd4v5ubtgmq 81 18 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 81 19 maintenance maintenance NN work_nn2jolctirht5ngzd4v5ubtgmq 81 20 organizations organization NNS work_nn2jolctirht5ngzd4v5ubtgmq 81 21 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 81 22 HMO HMO NNP work_nn2jolctirht5ngzd4v5ubtgmq 81 23 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 81 24 , , , work_nn2jolctirht5ngzd4v5ubtgmq 81 25 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 81 26 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 81 27 surveillance surveillance NN work_nn2jolctirht5ngzd4v5ubtgmq 81 28 network network NN work_nn2jolctirht5ngzd4v5ubtgmq 81 29 , , , work_nn2jolctirht5ngzd4v5ubtgmq 81 30 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 81 31 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 81 32 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 81 33 repositories repository NNS work_nn2jolctirht5ngzd4v5ubtgmq 81 34 . . . work_nn2jolctirht5ngzd4v5ubtgmq 82 1 Five five CD work_nn2jolctirht5ngzd4v5ubtgmq 82 2 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 82 3 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 82 4 published publish VBN work_nn2jolctirht5ngzd4v5ubtgmq 82 5 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 82 6 peer peer NN work_nn2jolctirht5ngzd4v5ubtgmq 82 7 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 82 8 reviewed review VBN work_nn2jolctirht5ngzd4v5ubtgmq 82 9 journals journal NNS work_nn2jolctirht5ngzd4v5ubtgmq 82 10 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 82 11 23–27 23–27 NN work_nn2jolctirht5ngzd4v5ubtgmq 82 12 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 82 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 82 14 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 82 15 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 82 16 published publish VBN work_nn2jolctirht5ngzd4v5ubtgmq 82 17 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 82 18 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 82 19 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 82 20 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 82 21 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 82 22 28 28 CD work_nn2jolctirht5ngzd4v5ubtgmq 82 23 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 82 24 , , , work_nn2jolctirht5ngzd4v5ubtgmq 82 25 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 82 26 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 82 27 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 82 28 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 82 29 abstract abstract JJ work_nn2jolctirht5ngzd4v5ubtgmq 82 30 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 82 31 29 29 CD work_nn2jolctirht5ngzd4v5ubtgmq 82 32 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 82 33 . . . work_nn2jolctirht5ngzd4v5ubtgmq 83 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 83 2 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 83 3 standards standard VBZ work_nn2jolctirht5ngzd4v5ubtgmq 83 4 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 83 5 posi- posi- JJ work_nn2jolctirht5ngzd4v5ubtgmq 83 6 tive tive JJ work_nn2jolctirht5ngzd4v5ubtgmq 83 7 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 83 8 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 83 9 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 83 10 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 83 11 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 83 12 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 83 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 83 14 American American NNP work_nn2jolctirht5ngzd4v5ubtgmq 83 15 College College NNP work_nn2jolctirht5ngzd4v5ubtgmq 83 16 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 83 17 Rheumatology Rheumatology NNP work_nn2jolctirht5ngzd4v5ubtgmq 83 18 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 83 19 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 83 20 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 83 21 classification classification NN work_nn2jolctirht5ngzd4v5ubtgmq 83 22 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 83 23 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 83 24 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 83 25 , , , work_nn2jolctirht5ngzd4v5ubtgmq 83 26 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 83 27 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 83 28 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 83 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 84 1 One one CD work_nn2jolctirht5ngzd4v5ubtgmq 84 2 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 84 3 compared compare VBD work_nn2jolctirht5ngzd4v5ubtgmq 84 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 84 5 diag- diag- JJ work_nn2jolctirht5ngzd4v5ubtgmq 84 6 nostic nostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 84 7 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 84 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 84 9 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 84 10 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 84 11 multiple multiple JJ work_nn2jolctirht5ngzd4v5ubtgmq 84 12 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 84 13 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 84 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 84 15 including include VBG work_nn2jolctirht5ngzd4v5ubtgmq 84 16 plain plain JJ work_nn2jolctirht5ngzd4v5ubtgmq 84 17 radiograph radiograph NN work_nn2jolctirht5ngzd4v5ubtgmq 84 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 84 19 MRI MRI NNP work_nn2jolctirht5ngzd4v5ubtgmq 84 20 , , , work_nn2jolctirht5ngzd4v5ubtgmq 84 21 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 84 22 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 84 23 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 84 24 , , , work_nn2jolctirht5ngzd4v5ubtgmq 84 25 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 84 26 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 84 27 classification classification NN work_nn2jolctirht5ngzd4v5ubtgmq 84 28 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 84 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 85 1 13 13 CD work_nn2jolctirht5ngzd4v5ubtgmq 85 2 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 85 3 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 85 4 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 85 5 7 7 CD work_nn2jolctirht5ngzd4v5ubtgmq 85 6 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 85 7 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 85 8 included include VBN work_nn2jolctirht5ngzd4v5ubtgmq 85 9 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 85 10 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 85 11 final final JJ work_nn2jolctirht5ngzd4v5ubtgmq 85 12 analysis analysis NN work_nn2jolctirht5ngzd4v5ubtgmq 85 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 85 14 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 85 15 which which WDT work_nn2jolctirht5ngzd4v5ubtgmq 85 16 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 85 17 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 85 18 classified classify VBN work_nn2jolctirht5ngzd4v5ubtgmq 85 19 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 85 20 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 85 21 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 85 22 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 85 23 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 85 24 classi- classi- RB work_nn2jolctirht5ngzd4v5ubtgmq 85 25 fied fie VBN work_nn2jolctirht5ngzd4v5ubtgmq 85 26 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 85 27 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 85 28 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 85 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 86 1 Performance performance NN work_nn2jolctirht5ngzd4v5ubtgmq 86 2 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 86 3 stratified stratify VBN work_nn2jolctirht5ngzd4v5ubtgmq 86 4 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 86 5 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 86 6 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 86 7 type type NN work_nn2jolctirht5ngzd4v5ubtgmq 86 8 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 86 9 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 86 10 , , , work_nn2jolctirht5ngzd4v5ubtgmq 86 11 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 86 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 86 13 LR+ LR+ NNP work_nn2jolctirht5ngzd4v5ubtgmq 86 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 86 15 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 86 16 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 86 17 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 86 18 assumed assumed JJ work_nn2jolctirht5ngzd4v5ubtgmq 86 19 preva- preva- JJ work_nn2jolctirht5ngzd4v5ubtgmq 86 20 lence lence NN work_nn2jolctirht5ngzd4v5ubtgmq 86 21 values value NNS work_nn2jolctirht5ngzd4v5ubtgmq 86 22 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 86 23 0.1 0.1 CD work_nn2jolctirht5ngzd4v5ubtgmq 86 24 , , , work_nn2jolctirht5ngzd4v5ubtgmq 86 25 0.25 0.25 CD work_nn2jolctirht5ngzd4v5ubtgmq 86 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 86 27 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 86 28 0.5 0.5 CD work_nn2jolctirht5ngzd4v5ubtgmq 86 29 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 86 30 individual individual JJ work_nn2jolctirht5ngzd4v5ubtgmq 86 31 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 86 32 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 86 33 shown show VBN work_nn2jolctirht5ngzd4v5ubtgmq 86 34 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 86 35 Table Table NNP work_nn2jolctirht5ngzd4v5ubtgmq 86 36 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 86 37 . . . work_nn2jolctirht5ngzd4v5ubtgmq 87 1 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 87 2 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 87 3 reports report VBZ work_nn2jolctirht5ngzd4v5ubtgmq 87 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 87 5 same same JJ work_nn2jolctirht5ngzd4v5ubtgmq 87 6 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 87 7 performance performance NN work_nn2jolctirht5ngzd4v5ubtgmq 87 8 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 87 9 aggregated aggregate VBN work_nn2jolctirht5ngzd4v5ubtgmq 87 10 across across IN work_nn2jolctirht5ngzd4v5ubtgmq 87 11 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 87 12 versus versus IN work_nn2jolctirht5ngzd4v5ubtgmq 87 13 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 87 14 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 87 15 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 87 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 87 17 across across IN work_nn2jolctirht5ngzd4v5ubtgmq 87 18 types type NNS work_nn2jolctirht5ngzd4v5ubtgmq 87 19 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 87 20 refer- refer- JJ work_nn2jolctirht5ngzd4v5ubtgmq 87 21 ence ence NN work_nn2jolctirht5ngzd4v5ubtgmq 87 22 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 87 23 . . . work_nn2jolctirht5ngzd4v5ubtgmq 88 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 88 2 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 88 3 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 88 4 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 88 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 88 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 88 7 algo- algo- JJ work_nn2jolctirht5ngzd4v5ubtgmq 88 8 rithms rithms NNP work_nn2jolctirht5ngzd4v5ubtgmq 88 9 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 88 10 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 88 11 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 88 12 CI CI NNP work_nn2jolctirht5ngzd4v5ubtgmq 88 13 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 88 14 shown show VBN work_nn2jolctirht5ngzd4v5ubtgmq 88 15 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 88 16 forest forest NN work_nn2jolctirht5ngzd4v5ubtgmq 88 17 plots plot NNS work_nn2jolctirht5ngzd4v5ubtgmq 88 18 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 88 19 Figs Figs NNP work_nn2jolctirht5ngzd4v5ubtgmq 88 20 . . . work_nn2jolctirht5ngzd4v5ubtgmq 89 1 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 89 2 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 89 3 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 89 4 respectively respectively RB work_nn2jolctirht5ngzd4v5ubtgmq 89 5 . . . work_nn2jolctirht5ngzd4v5ubtgmq 90 1 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 90 2 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 90 3 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 90 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 91 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 91 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 91 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 91 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 91 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 91 12 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 91 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 91 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 91 15 Performance Performance NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 16 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 91 17 stratified stratify VBN work_nn2jolctirht5ngzd4v5ubtgmq 91 18 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 91 19 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 91 20 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 91 21 type type NN work_nn2jolctirht5ngzd4v5ubtgmq 91 22 Self Self NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 23 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 91 24 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 91 25 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 91 26 four four CD work_nn2jolctirht5ngzd4v5ubtgmq 91 27 assessments assessment NNS work_nn2jolctirht5ngzd4v5ubtgmq 91 28 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 91 29 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 91 30 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 91 31 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 91 32 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 91 33 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 91 34 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 91 35 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 91 36 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 91 37 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 91 38 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 91 39 lower low JJR work_nn2jolctirht5ngzd4v5ubtgmq 91 40 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 91 41 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 42 median median NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 43 0.33 0.33 CD work_nn2jolctirht5ngzd4v5ubtgmq 91 44 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 45 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 91 46 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 91 47 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 91 48 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 49 median median NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 50 0.92 0.92 CD work_nn2jolctirht5ngzd4v5ubtgmq 91 51 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 52 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 91 53 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 91 54 two two CD work_nn2jolctirht5ngzd4v5ubtgmq 91 55 assessments assessment NNS work_nn2jolctirht5ngzd4v5ubtgmq 91 56 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 91 57 less less JJR work_nn2jolctirht5ngzd4v5ubtgmq 91 58 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 91 59 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 91 60 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 61 median median NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 62 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 91 63 0.55 0.55 CD work_nn2jolctirht5ngzd4v5ubtgmq 91 64 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 65 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 91 66 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 67 median median NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 68 specificity specificity NNP work_nn2jolctirht5ngzd4v5ubtgmq 91 69 0.92 0.92 CD work_nn2jolctirht5ngzd4v5ubtgmq 91 70 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 91 71 . . . work_nn2jolctirht5ngzd4v5ubtgmq 92 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 92 2 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 92 3 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 92 4 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 92 5 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 92 6 LR+ LR+ NNP work_nn2jolctirht5ngzd4v5ubtgmq 92 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 92 8 PPVs ppv NNS work_nn2jolctirht5ngzd4v5ubtgmq 92 9 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 92 10 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 92 11 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 92 12 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 92 13 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 92 14 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 92 15 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 92 16 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 92 17 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 92 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 93 1 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 93 2 criteria criteria VBZ work_nn2jolctirht5ngzd4v5ubtgmq 93 3 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 93 4 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 93 5 assessment assessment NN work_nn2jolctirht5ngzd4v5ubtgmq 93 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 93 7 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 93 8 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 93 9 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 93 10 refer- refer- JJ work_nn2jolctirht5ngzd4v5ubtgmq 93 11 ence ence NN work_nn2jolctirht5ngzd4v5ubtgmq 93 12 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 93 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 93 14 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 93 15 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 93 16 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 93 17 lower low JJR work_nn2jolctirht5ngzd4v5ubtgmq 93 18 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 93 19 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 93 20 0.31 0.31 CD work_nn2jolctirht5ngzd4v5ubtgmq 93 21 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 93 22 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 93 23 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 93 24 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 93 25 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 93 26 0.92 0.92 CD work_nn2jolctirht5ngzd4v5ubtgmq 93 27 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 93 28 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 93 29 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 93 30 two two CD work_nn2jolctirht5ngzd4v5ubtgmq 93 31 assessments assessment NNS work_nn2jolctirht5ngzd4v5ubtgmq 93 32 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 93 33 less less JJR work_nn2jolctirht5ngzd4v5ubtgmq 93 34 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 93 35 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 93 36 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 93 37 median median NNP work_nn2jolctirht5ngzd4v5ubtgmq 93 38 sensitivity sensitivity NNP work_nn2jolctirht5ngzd4v5ubtgmq 93 39 0.71 0.71 CD work_nn2jolctirht5ngzd4v5ubtgmq 93 40 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 93 41 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 93 42 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 93 43 median median JJ work_nn2jolctirht5ngzd4v5ubtgmq 93 44 specificity specificity NNP work_nn2jolctirht5ngzd4v5ubtgmq 93 45 = = SYM work_nn2jolctirht5ngzd4v5ubtgmq 93 46 0.63 0.63 CD work_nn2jolctirht5ngzd4v5ubtgmq 93 47 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 93 48 . . . work_nn2jolctirht5ngzd4v5ubtgmq 94 1 Physician physician JJ work_nn2jolctirht5ngzd4v5ubtgmq 94 2 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 94 3 All all PDT work_nn2jolctirht5ngzd4v5ubtgmq 94 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 94 5 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 94 6 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 94 7 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 94 8 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 94 9 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 94 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 94 11 phys- phys- NNP work_nn2jolctirht5ngzd4v5ubtgmq 94 12 ician ician JJ work_nn2jolctirht5ngzd4v5ubtgmq 94 13 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 94 14 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 94 15 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 94 16 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 94 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 95 1 Among among IN work_nn2jolctirht5ngzd4v5ubtgmq 95 2 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 95 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 95 4 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 95 5 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 95 6 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 95 7 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 95 8 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 95 9 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 95 10 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 95 11 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 95 12 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 95 13 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 95 14 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 95 15 non non JJ work_nn2jolctirht5ngzd4v5ubtgmq 95 16 - - JJ work_nn2jolctirht5ngzd4v5ubtgmq 95 17 EMR emr JJ work_nn2jolctirht5ngzd4v5ubtgmq 95 18 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 95 19 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 95 20 . . . work_nn2jolctirht5ngzd4v5ubtgmq 96 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 96 2 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 96 3 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 96 4 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 96 5 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 96 6 highly highly RB work_nn2jolctirht5ngzd4v5ubtgmq 96 7 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 96 8 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 96 9 0.95 0.95 CD work_nn2jolctirht5ngzd4v5ubtgmq 96 10 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 96 11 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 96 12 modestly modestly RB work_nn2jolctirht5ngzd4v5ubtgmq 96 13 sensitive sensitive JJ work_nn2jolctirht5ngzd4v5ubtgmq 96 14 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 96 15 0.63 0.63 CD work_nn2jolctirht5ngzd4v5ubtgmq 96 16 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 96 17 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 96 18 LR+ LR+ NNP work_nn2jolctirht5ngzd4v5ubtgmq 96 19 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 96 20 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 96 21 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 96 22 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 96 23 ranged range VBD work_nn2jolctirht5ngzd4v5ubtgmq 96 24 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 96 25 10.5 10.5 CD work_nn2jolctirht5ngzd4v5ubtgmq 96 26 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 96 27 15.25 15.25 CD work_nn2jolctirht5ngzd4v5ubtgmq 96 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 97 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 97 2 non non JJ work_nn2jolctirht5ngzd4v5ubtgmq 97 3 - - JJ work_nn2jolctirht5ngzd4v5ubtgmq 97 4 EMR emr JJ work_nn2jolctirht5ngzd4v5ubtgmq 97 5 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 97 6 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 97 7 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 97 8 highly highly RB work_nn2jolctirht5ngzd4v5ubtgmq 97 9 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 97 10 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 97 11 0.95 0.95 CD work_nn2jolctirht5ngzd4v5ubtgmq 97 12 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 97 13 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 97 14 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 97 15 sensitive sensitive JJ work_nn2jolctirht5ngzd4v5ubtgmq 97 16 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 97 17 0.32 0.32 CD work_nn2jolctirht5ngzd4v5ubtgmq 97 18 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 97 19 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 97 20 LR+ lr+ NN work_nn2jolctirht5ngzd4v5ubtgmq 97 21 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 97 22 non non JJ work_nn2jolctirht5ngzd4v5ubtgmq 97 23 - - JJ work_nn2jolctirht5ngzd4v5ubtgmq 97 24 EMR emr JJ work_nn2jolctirht5ngzd4v5ubtgmq 97 25 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 97 26 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 97 27 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 97 28 6.40 6.40 CD work_nn2jolctirht5ngzd4v5ubtgmq 97 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 98 1 Quality quality JJ work_nn2jolctirht5ngzd4v5ubtgmq 98 2 assessment assessment NN work_nn2jolctirht5ngzd4v5ubtgmq 98 3 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 98 4 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 98 5 shows show VBZ work_nn2jolctirht5ngzd4v5ubtgmq 98 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 98 7 number number NN work_nn2jolctirht5ngzd4v5ubtgmq 98 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 98 9 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 98 10 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 98 11 met meet VBD work_nn2jolctirht5ngzd4v5ubtgmq 98 12 each each DT work_nn2jolctirht5ngzd4v5ubtgmq 98 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 98 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 98 15 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 98 16 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 98 17 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 98 18 reporting reporting NN work_nn2jolctirht5ngzd4v5ubtgmq 98 19 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 98 20 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 98 21 modified modify VBN work_nn2jolctirht5ngzd4v5ubtgmq 98 22 STARD STARD NNP work_nn2jolctirht5ngzd4v5ubtgmq 98 23 cri- cri- NNP work_nn2jolctirht5ngzd4v5ubtgmq 98 24 teria teria NNP work_nn2jolctirht5ngzd4v5ubtgmq 98 25 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 98 26 . . . work_nn2jolctirht5ngzd4v5ubtgmq 99 1 All all DT work_nn2jolctirht5ngzd4v5ubtgmq 99 2 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 99 3 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 99 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 99 5 type type NN work_nn2jolctirht5ngzd4v5ubtgmq 99 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 99 7 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 99 8 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 99 9 location location NN work_nn2jolctirht5ngzd4v5ubtgmq 99 10 , , , work_nn2jolctirht5ngzd4v5ubtgmq 99 11 described describe VBN work_nn2jolctirht5ngzd4v5ubtgmq 99 12 patient patient NN work_nn2jolctirht5ngzd4v5ubtgmq 99 13 sampling sampling NN work_nn2jolctirht5ngzd4v5ubtgmq 99 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 99 15 details detail NNS work_nn2jolctirht5ngzd4v5ubtgmq 99 16 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 99 17 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 99 18 collection collection NN work_nn2jolctirht5ngzd4v5ubtgmq 99 19 , , , work_nn2jolctirht5ngzd4v5ubtgmq 99 20 dis- dis- IN work_nn2jolctirht5ngzd4v5ubtgmq 99 21 ease ease NN work_nn2jolctirht5ngzd4v5ubtgmq 99 22 classification classification NN work_nn2jolctirht5ngzd4v5ubtgmq 99 23 , , , work_nn2jolctirht5ngzd4v5ubtgmq 99 24 methods method NNS work_nn2jolctirht5ngzd4v5ubtgmq 99 25 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 99 26 calculating calculate VBG work_nn2jolctirht5ngzd4v5ubtgmq 99 27 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 99 28 , , , work_nn2jolctirht5ngzd4v5ubtgmq 99 29 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 99 30 discussed discuss VBD work_nn2jolctirht5ngzd4v5ubtgmq 99 31 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 99 32 applicability applicability NN work_nn2jolctirht5ngzd4v5ubtgmq 99 33 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 99 34 findings finding NNS work_nn2jolctirht5ngzd4v5ubtgmq 99 35 . . . work_nn2jolctirht5ngzd4v5ubtgmq 100 1 Most Most JJS work_nn2jolctirht5ngzd4v5ubtgmq 100 2 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 100 3 provided provide VBD work_nn2jolctirht5ngzd4v5ubtgmq 100 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 100 5 age age NN work_nn2jolctirht5ngzd4v5ubtgmq 100 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 100 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 100 8 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 100 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 100 10 identified identify VBD work_nn2jolctirht5ngzd4v5ubtgmq 100 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 100 12 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 100 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 100 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 100 15 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 100 16 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 100 17 , , , work_nn2jolctirht5ngzd4v5ubtgmq 100 18 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 100 19 described describe VBD work_nn2jolctirht5ngzd4v5ubtgmq 100 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 100 21 inclusion inclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 100 22 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 100 23 exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 100 24 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 100 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 101 1 Only only RB work_nn2jolctirht5ngzd4v5ubtgmq 101 2 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 101 3 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 101 4 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 101 5 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 101 6 severity severity NN work_nn2jolctirht5ngzd4v5ubtgmq 101 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 101 8 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 101 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 101 10 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 101 11 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 101 12 provided provide VBD work_nn2jolctirht5ngzd4v5ubtgmq 101 13 flow flow NN work_nn2jolctirht5ngzd4v5ubtgmq 101 14 charts chart NNS work_nn2jolctirht5ngzd4v5ubtgmq 101 15 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 101 16 no no DT work_nn2jolctirht5ngzd4v5ubtgmq 101 17 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 101 18 revali- revali- NN work_nn2jolctirht5ngzd4v5ubtgmq 101 19 dated date VBD work_nn2jolctirht5ngzd4v5ubtgmq 101 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 101 21 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 101 22 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 101 23 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 101 24 different different JJ work_nn2jolctirht5ngzd4v5ubtgmq 101 25 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 101 26 . . . work_nn2jolctirht5ngzd4v5ubtgmq 102 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 102 2 most most RBS work_nn2jolctirht5ngzd4v5ubtgmq 102 3 commonly commonly RB work_nn2jolctirht5ngzd4v5ubtgmq 102 4 reported report VBN work_nn2jolctirht5ngzd4v5ubtgmq 102 5 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 102 6 statistics statistic NNS work_nn2jolctirht5ngzd4v5ubtgmq 102 7 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 102 8 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 102 9 predict- predict- JJ work_nn2jolctirht5ngzd4v5ubtgmq 102 10 i -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 102 11 ve have VB work_nn2jolctirht5ngzd4v5ubtgmq 102 12 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 102 13 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 102 14 n n CC work_nn2jolctirht5ngzd4v5ubtgmq 102 15 = = SYM work_nn2jolctirht5ngzd4v5ubtgmq 102 16 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 102 17 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 102 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 102 19 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 102 20 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 102 21 n n NNP work_nn2jolctirht5ngzd4v5ubtgmq 102 22 = = SYM work_nn2jolctirht5ngzd4v5ubtgmq 102 23 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 102 24 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 102 25 , , , work_nn2jolctirht5ngzd4v5ubtgmq 102 26 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 102 27 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 102 28 n n NNP work_nn2jolctirht5ngzd4v5ubtgmq 102 29 = = SYM work_nn2jolctirht5ngzd4v5ubtgmq 102 30 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 102 31 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 102 32 , , , work_nn2jolctirht5ngzd4v5ubtgmq 102 33 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 102 34 negative negative JJ work_nn2jolctirht5ngzd4v5ubtgmq 102 35 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 102 36 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 102 37 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 102 38 n n NN work_nn2jolctirht5ngzd4v5ubtgmq 102 39 = = SYM work_nn2jolctirht5ngzd4v5ubtgmq 102 40 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 102 41 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 102 42 . . . work_nn2jolctirht5ngzd4v5ubtgmq 103 1 Of of IN work_nn2jolctirht5ngzd4v5ubtgmq 103 2 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 103 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 103 4 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 103 5 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 103 6 provided provide VBD work_nn2jolctirht5ngzd4v5ubtgmq 103 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 103 8 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 103 9 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 103 10 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 103 11 interval interval NN work_nn2jolctirht5ngzd4v5ubtgmq 103 12 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 103 13 all all DT work_nn2jolctirht5ngzd4v5ubtgmq 103 14 reported report VBN work_nn2jolctirht5ngzd4v5ubtgmq 103 15 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 103 16 measures measure NNS work_nn2jolctirht5ngzd4v5ubtgmq 103 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 104 1 Only only RB work_nn2jolctirht5ngzd4v5ubtgmq 104 2 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 3 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 4 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 104 5 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 104 6 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 104 7 626 626 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 8 titles title NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 9 met meet VBD work_nn2jolctirht5ngzd4v5ubtgmq 104 10 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 104 11 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 12 Medline Medline NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 13 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 14 281 281 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 15 EMBASE embase NN work_nn2jolctirht5ngzd4v5ubtgmq 104 16 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 17 231 231 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 18 PubMed pubmed NN work_nn2jolctirht5ngzd4v5ubtgmq 104 19 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 20 106 106 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 21 Cochrane cochrane NN work_nn2jolctirht5ngzd4v5ubtgmq 104 22 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 23 266 266 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 24 abstracts abstract NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 25 screened screen VBD work_nn2jolctirht5ngzd4v5ubtgmq 104 26 Reason reason NN work_nn2jolctirht5ngzd4v5ubtgmq 104 27 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 104 28 exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 104 29 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 30 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 31 Duplicate duplicate NN work_nn2jolctirht5ngzd4v5ubtgmq 104 32 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 33 20 20 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 34 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 35 Not not RB work_nn2jolctirht5ngzd4v5ubtgmq 104 36 English English NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 37 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 38 24 24 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 39 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 40 Animal animal NN work_nn2jolctirht5ngzd4v5ubtgmq 104 41 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 42 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 43 22 22 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 44 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 45 Title title NN work_nn2jolctirht5ngzd4v5ubtgmq 104 46 includes include VBZ work_nn2jolctirht5ngzd4v5ubtgmq 104 47 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 48 condition condition NN work_nn2jolctirht5ngzd4v5ubtgmq 104 49 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 50 204 204 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 51 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 52 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 53 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 54 instrument/ instrument/ NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 55 index index NN work_nn2jolctirht5ngzd4v5ubtgmq 104 56 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 104 57 scale scale NN work_nn2jolctirht5ngzd4v5ubtgmq 104 58 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 59 40 40 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 60 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 61 Genetics/ genetics/ CD work_nn2jolctirht5ngzd4v5ubtgmq 104 62 Biochemistry Biochemistry NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 63 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 64 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 65 37 37 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 66 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 67 Study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 68 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 104 69 younger young JJR work_nn2jolctirht5ngzd4v5ubtgmq 104 70 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 104 71 18 18 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 72 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 73 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 74 13 13 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 75 Reason reason NN work_nn2jolctirht5ngzd4v5ubtgmq 104 76 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 104 77 exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 104 78 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 79 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 80 Study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 81 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 82 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 83 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 84 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 104 85 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 86 10 10 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 87 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 88 No no DT work_nn2jolctirht5ngzd4v5ubtgmq 104 89 quantitative quantitative JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 90 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 104 91 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 92 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 93 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 104 94 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 95 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 96 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 97 No no DT work_nn2jolctirht5ngzd4v5ubtgmq 104 98 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 104 99 , , , work_nn2jolctirht5ngzd4v5ubtgmq 104 100 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 104 101 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 104 102 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 103 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 104 104 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 105 table table NN work_nn2jolctirht5ngzd4v5ubtgmq 104 106 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 107 2 2 LS work_nn2jolctirht5ngzd4v5ubtgmq 104 108 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 109 Combines combine VBZ work_nn2jolctirht5ngzd4v5ubtgmq 104 110 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 111 & & CC work_nn2jolctirht5ngzd4v5ubtgmq 104 112 rheumatoid rheumatoid NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 113 arthritis arthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 104 114 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 115 1 1 LS work_nn2jolctirht5ngzd4v5ubtgmq 104 116 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 117 Review Review NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 118 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 119 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 120 1 1 LS work_nn2jolctirht5ngzd4v5ubtgmq 104 121 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 122 No no DT work_nn2jolctirht5ngzd4v5ubtgmq 104 123 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 124 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 104 125 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 126 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 127 Reason reason NN work_nn2jolctirht5ngzd4v5ubtgmq 104 128 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 104 129 exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 104 130 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 131 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 132 Duplicate duplicate NN work_nn2jolctirht5ngzd4v5ubtgmq 104 133 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 134 15 15 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 135 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 136 Study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 137 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 138 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 139 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 140 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 141 24 24 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 142 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 143 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 144 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 145 instrument/ instrument/ NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 146 index index NN work_nn2jolctirht5ngzd4v5ubtgmq 104 147 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 104 148 scale scale NN work_nn2jolctirht5ngzd4v5ubtgmq 104 149 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 150 13 13 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 151 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 152 Genetics/ genetics/ CD work_nn2jolctirht5ngzd4v5ubtgmq 104 153 Biochemistry Biochemistry NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 154 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 155 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 156 2 2 LS work_nn2jolctirht5ngzd4v5ubtgmq 104 157 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 158 No no DT work_nn2jolctirht5ngzd4v5ubtgmq 104 159 mention mention NN work_nn2jolctirht5ngzd4v5ubtgmq 104 160 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 161 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 162 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 163 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 164 35 35 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 165 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 166 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 167 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 168 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 169 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 170 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 171 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 172 64 64 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 173 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 174 Study study NN work_nn2jolctirht5ngzd4v5ubtgmq 104 175 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 176 therapy/ therapy/ `` work_nn2jolctirht5ngzd4v5ubtgmq 104 177 cost cost NN work_nn2jolctirht5ngzd4v5ubtgmq 104 178 & & CC work_nn2jolctirht5ngzd4v5ubtgmq 104 179 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 104 180 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 181 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 104 182 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 183 61 61 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 184 – – : work_nn2jolctirht5ngzd4v5ubtgmq 104 185 Unable unable JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 186 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 104 187 locate locate VB work_nn2jolctirht5ngzd4v5ubtgmq 104 188 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 104 189 : : : work_nn2jolctirht5ngzd4v5ubtgmq 104 190 28 28 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 191 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 192 peer peer NN work_nn2jolctirht5ngzd4v5ubtgmq 104 193 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 104 194 reviewed review VBN work_nn2jolctirht5ngzd4v5ubtgmq 104 195 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 104 196 , , , work_nn2jolctirht5ngzd4v5ubtgmq 104 197 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 198 abstract abstract JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 199 , , , work_nn2jolctirht5ngzd4v5ubtgmq 104 200 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 104 201 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 202 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 104 203 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 104 204 identified identify VBN work_nn2jolctirht5ngzd4v5ubtgmq 104 205 through through IN work_nn2jolctirht5ngzd4v5ubtgmq 104 206 references reference NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 207 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 104 208 relevant relevant JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 209 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 210 , , , work_nn2jolctirht5ngzd4v5ubtgmq 104 211 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 104 212 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 213 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 104 214 identified identify VBN work_nn2jolctirht5ngzd4v5ubtgmq 104 215 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 104 216 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 217 update update NN work_nn2jolctirht5ngzd4v5ubtgmq 104 218 24 24 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 219 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 220 reviewed review VBD work_nn2jolctirht5ngzd4v5ubtgmq 104 221 7 7 CD work_nn2jolctirht5ngzd4v5ubtgmq 104 222 articles article NNS work_nn2jolctirht5ngzd4v5ubtgmq 104 223 included include VBN work_nn2jolctirht5ngzd4v5ubtgmq 104 224 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 104 225 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 104 226 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 104 227 Fig Fig NNP work_nn2jolctirht5ngzd4v5ubtgmq 104 228 . . . work_nn2jolctirht5ngzd4v5ubtgmq 105 1 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 105 2 Study study NN work_nn2jolctirht5ngzd4v5ubtgmq 105 3 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 105 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 105 5 selection selection NN work_nn2jolctirht5ngzd4v5ubtgmq 105 6 process process NN work_nn2jolctirht5ngzd4v5ubtgmq 105 7 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 105 8 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 105 9 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 105 10 . . . work_nn2jolctirht5ngzd4v5ubtgmq 106 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 106 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 106 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 106 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 106 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 106 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 106 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 106 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 106 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 106 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 106 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 106 12 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 106 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 106 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 106 15 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 106 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 106 17 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 106 18 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 106 19 calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 106 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 106 21 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 106 22 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 106 23 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 106 24 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 106 25 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 106 26 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 106 27 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 106 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 107 1 Discussion discussion NN work_nn2jolctirht5ngzd4v5ubtgmq 107 2 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 107 3 conducted conduct VBD work_nn2jolctirht5ngzd4v5ubtgmq 107 4 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 107 5 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 107 6 literature literature NN work_nn2jolctirht5ngzd4v5ubtgmq 107 7 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 107 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 107 9 diagnos- diagnos- NN work_nn2jolctirht5ngzd4v5ubtgmq 107 10 tic tic JJ work_nn2jolctirht5ngzd4v5ubtgmq 107 11 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 107 12 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 107 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 107 14 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 107 15 data data NNP work_nn2jolctirht5ngzd4v5ubtgmq 107 16 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 107 17 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 107 18 osteoarthritis osteoarthritis JJ work_nn2jolctirht5ngzd4v5ubtgmq 107 19 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 107 20 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 107 21 compared compare VBD work_nn2jolctirht5ngzd4v5ubtgmq 107 22 their -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 107 23 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 107 24 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 107 25 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 107 26 restrictiveness restrictiveness NN work_nn2jolctirht5ngzd4v5ubtgmq 107 27 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 107 28 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 107 29 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 107 30 employed employ VBN work_nn2jolctirht5ngzd4v5ubtgmq 107 31 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 107 32 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 107 33 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 107 34 . . . work_nn2jolctirht5ngzd4v5ubtgmq 108 1 More more RBR work_nn2jolctirht5ngzd4v5ubtgmq 108 2 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 108 3 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 108 4 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 108 5 lower low JJR work_nn2jolctirht5ngzd4v5ubtgmq 108 6 sensitivities sensitivity NNS work_nn2jolctirht5ngzd4v5ubtgmq 108 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 108 8 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 108 9 specificities specificity NNS work_nn2jolctirht5ngzd4v5ubtgmq 108 10 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 108 11 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 108 12 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 108 13 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 108 14 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 108 15 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 108 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 108 17 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 108 18 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 108 19 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 108 20 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 108 21 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 108 22 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 108 23 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 108 24 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 108 25 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 108 26 . . . work_nn2jolctirht5ngzd4v5ubtgmq 109 1 All all PDT work_nn2jolctirht5ngzd4v5ubtgmq 109 2 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 109 3 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 109 4 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 109 5 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 109 6 validated validate VBN work_nn2jolctirht5ngzd4v5ubtgmq 109 7 against against IN work_nn2jolctirht5ngzd4v5ubtgmq 109 8 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 109 9 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 109 10 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 109 11 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 109 12 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 109 13 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 109 14 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 109 15 very very RB work_nn2jolctirht5ngzd4v5ubtgmq 109 16 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 109 17 specificities specificity NNS work_nn2jolctirht5ngzd4v5ubtgmq 109 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 110 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 110 2 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 110 3 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 110 4 likeli- likeli- JJ work_nn2jolctirht5ngzd4v5ubtgmq 110 5 hood hood NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 6 ratios ratio NNS work_nn2jolctirht5ngzd4v5ubtgmq 110 7 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 110 8 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 110 9 group group NN work_nn2jolctirht5ngzd4v5ubtgmq 110 10 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 110 11 driven drive VBN work_nn2jolctirht5ngzd4v5ubtgmq 110 12 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 110 13 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 110 14 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 110 15 validated validate VBD work_nn2jolctirht5ngzd4v5ubtgmq 110 16 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 17 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 110 18 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 110 19 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 110 20 electronic electronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 110 21 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 110 22 record record NN work_nn2jolctirht5ngzd4v5ubtgmq 110 23 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 110 24 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 25 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 110 26 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 110 27 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 110 28 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 110 29 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 110 30 , , , work_nn2jolctirht5ngzd4v5ubtgmq 110 31 Canadian Canadian NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 32 Primary Primary NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 33 Care Care NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 34 Sentinel Sentinel NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 35 Surveillance Surveillance NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 36 Network Network NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 37 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 110 38 CPCSSN CPCSSN NNP work_nn2jolctirht5ngzd4v5ubtgmq 110 39 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 110 40 , , , work_nn2jolctirht5ngzd4v5ubtgmq 110 41 designed design VBN work_nn2jolctirht5ngzd4v5ubtgmq 110 42 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 110 43 chronic chronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 110 44 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 110 45 surveillance surveillance NN work_nn2jolctirht5ngzd4v5ubtgmq 110 46 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 110 47 30 30 CD work_nn2jolctirht5ngzd4v5ubtgmq 110 48 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 110 49 . . . work_nn2jolctirht5ngzd4v5ubtgmq 111 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 111 2 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 111 3 com- com- NN work_nn2jolctirht5ngzd4v5ubtgmq 111 4 bined bin VBD work_nn2jolctirht5ngzd4v5ubtgmq 111 5 billing billing NN work_nn2jolctirht5ngzd4v5ubtgmq 111 6 ICD-9 ICD-9 NNP work_nn2jolctirht5ngzd4v5ubtgmq 111 7 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 111 8 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 111 9 information information NN work_nn2jolctirht5ngzd4v5ubtgmq 111 10 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 111 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 111 12 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 111 13 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 111 14 allowed allow VBD work_nn2jolctirht5ngzd4v5ubtgmq 111 15 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 111 16 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 111 17 rigorous rigorous JJ work_nn2jolctirht5ngzd4v5ubtgmq 111 18 case case NN work_nn2jolctirht5ngzd4v5ubtgmq 111 19 definitions definition NNS work_nn2jolctirht5ngzd4v5ubtgmq 111 20 . . . work_nn2jolctirht5ngzd4v5ubtgmq 112 1 Widdifield Widdifield NNP work_nn2jolctirht5ngzd4v5ubtgmq 112 2 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 112 3 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 112 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 113 1 conducted conduct VBD work_nn2jolctirht5ngzd4v5ubtgmq 113 2 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 113 3 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 113 4 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 113 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 113 6 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 113 7 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 113 8 validated validate VBD work_nn2jolctirht5ngzd4v5ubtgmq 113 9 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 113 10 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 113 11 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 113 12 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 113 13 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 113 14 rheumatic rheumatic JJ work_nn2jolctirht5ngzd4v5ubtgmq 113 15 diseases disease NNS work_nn2jolctirht5ngzd4v5ubtgmq 113 16 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 113 17 16 16 CD work_nn2jolctirht5ngzd4v5ubtgmq 113 18 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 113 19 . . . work_nn2jolctirht5ngzd4v5ubtgmq 114 1 They -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 114 2 included include VBD work_nn2jolctirht5ngzd4v5ubtgmq 114 3 osteoarth- osteoarth- JJ work_nn2jolctirht5ngzd4v5ubtgmq 114 4 ritis ritis NN work_nn2jolctirht5ngzd4v5ubtgmq 114 5 among among IN work_nn2jolctirht5ngzd4v5ubtgmq 114 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 114 7 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 114 8 studied study VBN work_nn2jolctirht5ngzd4v5ubtgmq 114 9 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 114 10 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 114 11 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 114 12 provide provide VB work_nn2jolctirht5ngzd4v5ubtgmq 114 13 any any DT work_nn2jolctirht5ngzd4v5ubtgmq 114 14 analyses analysis NNS work_nn2jolctirht5ngzd4v5ubtgmq 114 15 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 114 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 114 17 performance performance NN work_nn2jolctirht5ngzd4v5ubtgmq 114 18 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 114 19 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 114 20 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 114 21 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 114 22 . . . work_nn2jolctirht5ngzd4v5ubtgmq 115 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 115 2 authors author NNS work_nn2jolctirht5ngzd4v5ubtgmq 115 3 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 115 4 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 115 5 variability variability NN work_nn2jolctirht5ngzd4v5ubtgmq 115 6 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 115 7 pa- pa- XX work_nn2jolctirht5ngzd4v5ubtgmq 115 8 tient tient NN work_nn2jolctirht5ngzd4v5ubtgmq 115 9 sampling sampling NN work_nn2jolctirht5ngzd4v5ubtgmq 115 10 , , , work_nn2jolctirht5ngzd4v5ubtgmq 115 11 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 115 12 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 115 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 115 14 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 115 15 measures measure NNS work_nn2jolctirht5ngzd4v5ubtgmq 115 16 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 115 17 diag- diag- JJ work_nn2jolctirht5ngzd4v5ubtgmq 115 18 nostic nostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 115 19 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 115 20 among among IN work_nn2jolctirht5ngzd4v5ubtgmq 115 21 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 115 22 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 115 23 16 16 CD work_nn2jolctirht5ngzd4v5ubtgmq 115 24 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 115 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 116 1 They -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 116 2 found find VBD work_nn2jolctirht5ngzd4v5ubtgmq 116 3 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 116 4 use use NN work_nn2jolctirht5ngzd4v5ubtgmq 116 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 116 6 pharmaceutical pharmaceutical JJ work_nn2jolctirht5ngzd4v5ubtgmq 116 7 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 116 8 across across IN work_nn2jolctirht5ngzd4v5ubtgmq 116 9 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 116 10 range range NN work_nn2jolctirht5ngzd4v5ubtgmq 116 11 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 116 12 rheumatic rheumatic JJ work_nn2jolctirht5ngzd4v5ubtgmq 116 13 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 116 14 increased increase VBD work_nn2jolctirht5ngzd4v5ubtgmq 116 15 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 116 16 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 116 17 slightly slightly RB work_nn2jolctirht5ngzd4v5ubtgmq 116 18 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 116 19 compromised compromised JJ work_nn2jolctirht5ngzd4v5ubtgmq 116 20 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 116 21 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 116 22 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 116 23 observed observe VBD work_nn2jolctirht5ngzd4v5ubtgmq 116 24 similar similar JJ work_nn2jolctirht5ngzd4v5ubtgmq 116 25 patterns pattern NNS work_nn2jolctirht5ngzd4v5ubtgmq 116 26 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 116 27 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 116 28 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 116 29 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 116 30 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 116 31 16 16 CD work_nn2jolctirht5ngzd4v5ubtgmq 116 32 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 116 33 . . . work_nn2jolctirht5ngzd4v5ubtgmq 117 1 Our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 117 2 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 117 3 included include VBD work_nn2jolctirht5ngzd4v5ubtgmq 117 4 five five CD work_nn2jolctirht5ngzd4v5ubtgmq 117 5 additional additional JJ work_nn2jolctirht5ngzd4v5ubtgmq 117 6 co- co- JJ work_nn2jolctirht5ngzd4v5ubtgmq 117 7 horts hort NNS work_nn2jolctirht5ngzd4v5ubtgmq 117 8 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 117 9 included include VBN work_nn2jolctirht5ngzd4v5ubtgmq 117 10 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 117 11 Widdifield Widdifield NNP work_nn2jolctirht5ngzd4v5ubtgmq 117 12 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 117 13 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 117 14 . . NNP work_nn2jolctirht5ngzd4v5ubtgmq 117 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 117 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 117 17 excluded exclude VBD work_nn2jolctirht5ngzd4v5ubtgmq 117 18 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 117 19 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 117 20 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 117 21 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 117 22 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 117 23 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 117 24 provide provide VB work_nn2jolctirht5ngzd4v5ubtgmq 117 25 adequate adequate JJ work_nn2jolctirht5ngzd4v5ubtgmq 117 26 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 117 27 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 117 28 calculate calculate VB work_nn2jolctirht5ngzd4v5ubtgmq 117 29 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 117 30 ratios ratio NNS work_nn2jolctirht5ngzd4v5ubtgmq 117 31 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 117 32 16 16 CD work_nn2jolctirht5ngzd4v5ubtgmq 117 33 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 117 34 . . . work_nn2jolctirht5ngzd4v5ubtgmq 118 1 These these DT work_nn2jolctirht5ngzd4v5ubtgmq 118 2 differences difference NNS work_nn2jolctirht5ngzd4v5ubtgmq 118 3 notwithstanding notwithstanding RB work_nn2jolctirht5ngzd4v5ubtgmq 118 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 118 5 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 118 6 two two CD work_nn2jolctirht5ngzd4v5ubtgmq 118 7 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 118 8 concurred concur VBN work_nn2jolctirht5ngzd4v5ubtgmq 118 9 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 118 10 finding find VBG work_nn2jolctirht5ngzd4v5ubtgmq 118 11 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 118 12 greater great JJR work_nn2jolctirht5ngzd4v5ubtgmq 118 13 restrict- restrict- JJ work_nn2jolctirht5ngzd4v5ubtgmq 118 14 iveness iveness NN work_nn2jolctirht5ngzd4v5ubtgmq 118 15 increased increase VBN work_nn2jolctirht5ngzd4v5ubtgmq 118 16 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 118 17 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 118 18 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 118 19 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 118 20 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 118 21 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 118 22 . . . work_nn2jolctirht5ngzd4v5ubtgmq 119 1 Widdifield Widdifield NNP work_nn2jolctirht5ngzd4v5ubtgmq 119 2 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 119 3 colleagues colleague NNS work_nn2jolctirht5ngzd4v5ubtgmq 119 4 also also RB work_nn2jolctirht5ngzd4v5ubtgmq 119 5 suggested suggest VBD work_nn2jolctirht5ngzd4v5ubtgmq 119 6 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 119 7 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 119 8 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 119 9 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 119 10 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 119 11 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 119 12 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 119 13 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 119 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 119 15 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 119 16 stand- stand- NN work_nn2jolctirht5ngzd4v5ubtgmq 119 17 ard ard NNP work_nn2jolctirht5ngzd4v5ubtgmq 119 18 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 119 19 lower low JJR work_nn2jolctirht5ngzd4v5ubtgmq 119 20 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 119 21 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 119 22 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 119 23 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 119 24 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 119 25 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 119 26 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 119 27 record record NN work_nn2jolctirht5ngzd4v5ubtgmq 119 28 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 119 29 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 119 30 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 119 31 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 119 32 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 119 33 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 119 34 16 16 CD work_nn2jolctirht5ngzd4v5ubtgmq 119 35 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 119 36 . . . work_nn2jolctirht5ngzd4v5ubtgmq 120 1 Our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 120 2 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 120 3 found find VBD work_nn2jolctirht5ngzd4v5ubtgmq 120 4 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 120 5 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 120 6 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 120 7 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 120 8 similar similar JJ work_nn2jolctirht5ngzd4v5ubtgmq 120 9 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 120 10 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 120 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 120 12 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 120 13 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 120 14 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 120 15 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 120 16 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 120 17 reported report VBN work_nn2jolctirht5ngzd4v5ubtgmq 120 18 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 120 19 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 120 20 0.55 0.55 CD work_nn2jolctirht5ngzd4v5ubtgmq 120 21 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 120 22 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 120 23 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 120 24 physician physician VB work_nn2jolctirht5ngzd4v5ubtgmq 120 25 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 120 26 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 120 27 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 120 28 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 120 29 record record NN work_nn2jolctirht5ngzd4v5ubtgmq 120 30 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 120 31 0.54 0.54 CD work_nn2jolctirht5ngzd4v5ubtgmq 120 32 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 120 33 . . . work_nn2jolctirht5ngzd4v5ubtgmq 121 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 121 2 calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 121 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 121 4 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 121 5 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 121 6 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 121 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 121 8 LR+ LR+ NNP work_nn2jolctirht5ngzd4v5ubtgmq 121 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 121 10 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 121 11 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 121 12 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 121 13 values value NNS work_nn2jolctirht5ngzd4v5ubtgmq 121 14 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 121 15 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 121 16 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 121 17 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 121 18 each each DT work_nn2jolctirht5ngzd4v5ubtgmq 121 19 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 121 20 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 121 21 assumed assumed JJ work_nn2jolctirht5ngzd4v5ubtgmq 121 22 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 121 23 rates rate NNS work_nn2jolctirht5ngzd4v5ubtgmq 121 24 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 121 25 0.1 0.1 CD work_nn2jolctirht5ngzd4v5ubtgmq 121 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 121 27 0.25 0.25 CD work_nn2jolctirht5ngzd4v5ubtgmq 121 28 , , , work_nn2jolctirht5ngzd4v5ubtgmq 121 29 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 121 30 0.5 0.5 CD work_nn2jolctirht5ngzd4v5ubtgmq 121 31 . . . work_nn2jolctirht5ngzd4v5ubtgmq 122 1 Many many JJ work_nn2jolctirht5ngzd4v5ubtgmq 122 2 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 122 3 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 122 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 122 5 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 122 6 data data NNP work_nn2jolctirht5ngzd4v5ubtgmq 122 7 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 122 8 only only RB work_nn2jolctirht5ngzd4v5ubtgmq 122 9 report report VBP work_nn2jolctirht5ngzd4v5ubtgmq 122 10 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 122 11 . . . work_nn2jolctirht5ngzd4v5ubtgmq 123 1 However however RB work_nn2jolctirht5ngzd4v5ubtgmq 123 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 123 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 123 4 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 123 5 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 123 6 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 123 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 123 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 123 9 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 123 10 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 123 11 generally generally RB work_nn2jolctirht5ngzd4v5ubtgmq 123 12 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 123 13 influenced influence VBN work_nn2jolctirht5ngzd4v5ubtgmq 123 14 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 123 15 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 123 16 Fig Fig NNP work_nn2jolctirht5ngzd4v5ubtgmq 123 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 124 1 2 2 LS work_nn2jolctirht5ngzd4v5ubtgmq 124 2 Forest Forest NNP work_nn2jolctirht5ngzd4v5ubtgmq 124 3 plot plot NN work_nn2jolctirht5ngzd4v5ubtgmq 124 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 124 5 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 124 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 124 7 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 124 8 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 124 9 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 124 10 . . . work_nn2jolctirht5ngzd4v5ubtgmq 125 1 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 125 2 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 125 3 provides provide VBZ work_nn2jolctirht5ngzd4v5ubtgmq 125 4 description description NN work_nn2jolctirht5ngzd4v5ubtgmq 125 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 125 6 each each DT work_nn2jolctirht5ngzd4v5ubtgmq 125 7 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 125 8 Error Error NNP work_nn2jolctirht5ngzd4v5ubtgmq 125 9 bars bar NNS work_nn2jolctirht5ngzd4v5ubtgmq 125 10 show show VBP work_nn2jolctirht5ngzd4v5ubtgmq 125 11 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 125 12 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 125 13 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 125 14 intervals interval NNS work_nn2jolctirht5ngzd4v5ubtgmq 125 15 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 125 16 CI CI NNP work_nn2jolctirht5ngzd4v5ubtgmq 125 17 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 125 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 126 1 Error error NN work_nn2jolctirht5ngzd4v5ubtgmq 126 2 bars bar NNS work_nn2jolctirht5ngzd4v5ubtgmq 126 3 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 126 4 missing miss VBG work_nn2jolctirht5ngzd4v5ubtgmq 126 5 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 126 6 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 126 7 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 126 8 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 126 9 they -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 126 10 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 126 11 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 126 12 report report VB work_nn2jolctirht5ngzd4v5ubtgmq 126 13 CI CI NNP work_nn2jolctirht5ngzd4v5ubtgmq 126 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 127 1 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 2 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 3 R1 r1 NN work_nn2jolctirht5ngzd4v5ubtgmq 127 4 : : : work_nn2jolctirht5ngzd4v5ubtgmq 127 5 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 127 6 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 127 7 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 8 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 9 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 10 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 127 11 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 12 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 13 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 127 14 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 127 15 Rx Rx NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 16 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 17 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 127 18 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 19 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 127 20 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 21 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 22 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 23 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 24 R2 r2 NN work_nn2jolctirht5ngzd4v5ubtgmq 127 25 : : : work_nn2jolctirht5ngzd4v5ubtgmq 127 26 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 27 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 127 28 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 127 29 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 30 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 31 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 32 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 33 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 127 34 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 35 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 127 36 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 37 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 38 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 39 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 40 R3 r3 NN work_nn2jolctirht5ngzd4v5ubtgmq 127 41 : : : work_nn2jolctirht5ngzd4v5ubtgmq 127 42 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 43 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 44 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 45 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 46 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 127 47 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 48 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 127 49 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 50 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 51 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 52 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 53 R1 R1 NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 54 : : : work_nn2jolctirht5ngzd4v5ubtgmq 127 55 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 56 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 57 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 58 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 127 59 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 60 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 61 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 127 62 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 63 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 127 64 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 65 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 127 66 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 127 67 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 127 68 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 127 69 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 127 70 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 127 71 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 72 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 73 R2 r2 NN work_nn2jolctirht5ngzd4v5ubtgmq 127 74 : : : work_nn2jolctirht5ngzd4v5ubtgmq 127 75 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 76 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 77 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 78 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 127 79 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 80 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 81 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 127 82 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 83 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 127 84 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 85 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 127 86 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 127 87 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 127 88 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 127 89 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 90 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 91 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 92 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 93 L1 L1 NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 94 : : : work_nn2jolctirht5ngzd4v5ubtgmq 127 95 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 96 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 97 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 127 98 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 99 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 127 100 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 127 101 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 127 102 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 103 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 127 104 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 105 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 106 L1 L1 NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 107 : : : work_nn2jolctirht5ngzd4v5ubtgmq 127 108 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 109 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 110 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 127 111 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 127 112 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 113 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 127 114 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 115 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 127 116 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 127 117 com- com- NN work_nn2jolctirht5ngzd4v5ubtgmq 127 118 pared pare VBD work_nn2jolctirht5ngzd4v5ubtgmq 127 119 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 127 120 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 127 121 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 127 122 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 123 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 124 L2 L2 NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 125 : : : work_nn2jolctirht5ngzd4v5ubtgmq 127 126 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 127 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 127 128 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 127 129 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 127 130 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 127 131 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 127 132 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 133 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 127 134 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 127 135 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 127 136 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 127 137 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 138 criteria criteria VBZ work_nn2jolctirht5ngzd4v5ubtgmq 127 139 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 140 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 127 141 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 127 142 . . . work_nn2jolctirht5ngzd4v5ubtgmq 128 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 128 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 128 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 128 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 128 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 128 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 128 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 128 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 128 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 128 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 128 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 128 12 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 128 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 128 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 128 15 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 128 16 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 128 17 31 31 CD work_nn2jolctirht5ngzd4v5ubtgmq 128 18 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 128 19 , , , work_nn2jolctirht5ngzd4v5ubtgmq 128 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 128 21 PPVs ppv NNS work_nn2jolctirht5ngzd4v5ubtgmq 128 22 depend depend VBP work_nn2jolctirht5ngzd4v5ubtgmq 128 23 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 128 24 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 128 25 underlying underlie VBG work_nn2jolctirht5ngzd4v5ubtgmq 128 26 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 128 27 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 128 28 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 128 29 condition condition NN work_nn2jolctirht5ngzd4v5ubtgmq 128 30 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 128 31 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 128 32 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 128 33 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 128 34 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 128 35 21 21 CD work_nn2jolctirht5ngzd4v5ubtgmq 128 36 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 128 37 . . . work_nn2jolctirht5ngzd4v5ubtgmq 129 1 Our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 129 2 results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 129 3 show show VBP work_nn2jolctirht5ngzd4v5ubtgmq 129 4 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 129 5 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 129 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 129 7 same same JJ work_nn2jolctirht5ngzd4v5ubtgmq 129 8 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 129 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 129 10 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 129 11 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 129 12 improves improve VBZ work_nn2jolctirht5ngzd4v5ubtgmq 129 13 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 129 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 129 15 underlying underlying JJ work_nn2jolctirht5ngzd4v5ubtgmq 129 16 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 129 17 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 129 18 increases increase VBZ work_nn2jolctirht5ngzd4v5ubtgmq 129 19 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 129 20 0.10 0.10 CD work_nn2jolctirht5ngzd4v5ubtgmq 129 21 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 129 22 0.25 0.25 CD work_nn2jolctirht5ngzd4v5ubtgmq 129 23 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 129 24 0.50 0.50 CD work_nn2jolctirht5ngzd4v5ubtgmq 129 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 130 1 This this DT work_nn2jolctirht5ngzd4v5ubtgmq 130 2 suggests suggest VBZ work_nn2jolctirht5ngzd4v5ubtgmq 130 3 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 130 4 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 130 5 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 130 6 report report VBP work_nn2jolctirht5ngzd4v5ubtgmq 130 7 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 130 8 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 130 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 130 10 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 130 11 can can MD work_nn2jolctirht5ngzd4v5ubtgmq 130 12 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 130 13 ascertain ascertain VB work_nn2jolctirht5ngzd4v5ubtgmq 130 14 whether whether IN work_nn2jolctirht5ngzd4v5ubtgmq 130 15 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 130 16 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 130 17 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 130 18 stems stem VBZ work_nn2jolctirht5ngzd4v5ubtgmq 130 19 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 130 20 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 130 21 good good JJ work_nn2jolctirht5ngzd4v5ubtgmq 130 22 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 130 23 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 130 24 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 130 25 underlying underlying JJ work_nn2jolctirht5ngzd4v5ubtgmq 130 26 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 130 27 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 130 28 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 130 29 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 130 30 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 130 31 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 130 32 sample sample NN work_nn2jolctirht5ngzd4v5ubtgmq 130 33 . . . work_nn2jolctirht5ngzd4v5ubtgmq 131 1 Therefore therefore RB work_nn2jolctirht5ngzd4v5ubtgmq 131 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 131 3 qualification qualification NN work_nn2jolctirht5ngzd4v5ubtgmq 131 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 131 5 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 131 6 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 131 7 solely solely RB work_nn2jolctirht5ngzd4v5ubtgmq 131 8 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 131 9 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 131 10 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 131 11 may may MD work_nn2jolctirht5ngzd4v5ubtgmq 131 12 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 131 13 misleading mislead VBG work_nn2jolctirht5ngzd4v5ubtgmq 131 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 132 1 Thus thus RB work_nn2jolctirht5ngzd4v5ubtgmq 132 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 132 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 132 4 underlying underlie VBG work_nn2jolctirht5ngzd4v5ubtgmq 132 5 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 132 6 preva- preva- NN work_nn2jolctirht5ngzd4v5ubtgmq 132 7 lence lence NN work_nn2jolctirht5ngzd4v5ubtgmq 132 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 132 9 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 132 10 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 132 11 sample sample NN work_nn2jolctirht5ngzd4v5ubtgmq 132 12 needs need VBZ work_nn2jolctirht5ngzd4v5ubtgmq 132 13 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 132 14 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 132 15 clearly clearly RB work_nn2jolctirht5ngzd4v5ubtgmq 132 16 specified specify VBN work_nn2jolctirht5ngzd4v5ubtgmq 132 17 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 132 18 evaluate evaluate VB work_nn2jolctirht5ngzd4v5ubtgmq 132 19 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 132 20 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 132 21 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 132 22 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 132 23 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 132 24 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 132 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 133 1 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 133 2 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 133 3 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 133 4 common common JJ work_nn2jolctirht5ngzd4v5ubtgmq 133 5 comorbidity comorbidity NN work_nn2jolctirht5ngzd4v5ubtgmq 133 6 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 133 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 133 8 older old JJR work_nn2jolctirht5ngzd4v5ubtgmq 133 9 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 133 10 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 133 11 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 133 12 been be VBN work_nn2jolctirht5ngzd4v5ubtgmq 133 13 frequently frequently RB work_nn2jolctirht5ngzd4v5ubtgmq 133 14 cited cite VBN work_nn2jolctirht5ngzd4v5ubtgmq 133 15 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 133 16 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 133 17 underreported underreported JJ work_nn2jolctirht5ngzd4v5ubtgmq 133 18 diag- diag- NN work_nn2jolctirht5ngzd4v5ubtgmq 133 19 nosis nosis NN work_nn2jolctirht5ngzd4v5ubtgmq 133 20 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 133 21 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 133 22 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 133 23 use use VBP work_nn2jolctirht5ngzd4v5ubtgmq 133 24 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 133 25 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 133 26 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 133 27 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 133 28 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 133 29 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 133 30 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 133 31 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 133 32 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 133 33 . . . work_nn2jolctirht5ngzd4v5ubtgmq 134 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 134 2 performance performance NN work_nn2jolctirht5ngzd4v5ubtgmq 134 3 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 134 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 134 5 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 134 6 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 134 7 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 134 8 diagnosing diagnose VBG work_nn2jolctirht5ngzd4v5ubtgmq 134 9 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 134 10 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 134 11 influ- influ- NNS work_nn2jolctirht5ngzd4v5ubtgmq 134 12 enced ence VBN work_nn2jolctirht5ngzd4v5ubtgmq 134 13 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 134 14 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 134 15 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 134 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 134 17 algorithm algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 134 18 restrictiveness restrictiveness NNP work_nn2jolctirht5ngzd4v5ubtgmq 134 19 . . . work_nn2jolctirht5ngzd4v5ubtgmq 135 1 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 135 2 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 135 3 Characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 135 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 135 5 included include VBN work_nn2jolctirht5ngzd4v5ubtgmq 135 6 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 135 7 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 8 Country Country NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 9 Sample Sample NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 10 Size Size NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 11 Diagnosis Diagnosis NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 12 Age Age NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 13 description description NN work_nn2jolctirht5ngzd4v5ubtgmq 135 14 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 135 15 Female Female NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 16 Admin Admin NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 17 Data Data NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 18 source source NN work_nn2jolctirht5ngzd4v5ubtgmq 135 19 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 20 Population Population NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 21 Fowles Fowles NNPS work_nn2jolctirht5ngzd4v5ubtgmq 135 22 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 23 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 135 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 136 1 1995 1995 CD work_nn2jolctirht5ngzd4v5ubtgmq 136 2 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 136 3 23 23 CD work_nn2jolctirht5ngzd4v5ubtgmq 136 4 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 136 5 US US NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 6 1596 1596 CD work_nn2jolctirht5ngzd4v5ubtgmq 136 7 Unspecified Unspecified NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 9 65 65 CD work_nn2jolctirht5ngzd4v5ubtgmq 136 10 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 136 11 above above IN work_nn2jolctirht5ngzd4v5ubtgmq 136 12 Not not RB work_nn2jolctirht5ngzd4v5ubtgmq 136 13 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 136 14 Medicine Medicine NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 15 Parts Parts NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 16 A A NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 17 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 136 18 B b NN work_nn2jolctirht5ngzd4v5ubtgmq 136 19 claims claim NNS work_nn2jolctirht5ngzd4v5ubtgmq 136 20 Primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 136 21 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 136 22 patients patient NNS work_nn2jolctirht5ngzd4v5ubtgmq 136 23 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 136 24 Maryland Maryland NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 25 Harrold Harrold NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 26 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 27 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 136 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 137 1 2000 2000 CD work_nn2jolctirht5ngzd4v5ubtgmq 137 2 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 137 3 25 25 CD work_nn2jolctirht5ngzd4v5ubtgmq 137 4 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 137 5 US US NNP work_nn2jolctirht5ngzd4v5ubtgmq 137 6 599 599 CD work_nn2jolctirht5ngzd4v5ubtgmq 137 7 Unspecified unspecified JJ work_nn2jolctirht5ngzd4v5ubtgmq 137 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 137 9 18 18 CD work_nn2jolctirht5ngzd4v5ubtgmq 137 10 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 137 11 above above IN work_nn2jolctirht5ngzd4v5ubtgmq 137 12 62 62 CD work_nn2jolctirht5ngzd4v5ubtgmq 137 13 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 137 14 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 137 15 maintenance maintenance NN work_nn2jolctirht5ngzd4v5ubtgmq 137 16 organization organization NN work_nn2jolctirht5ngzd4v5ubtgmq 137 17 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 137 18 HMO HMO NNP work_nn2jolctirht5ngzd4v5ubtgmq 137 19 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 137 20 Multispecialty Multispecialty NNP work_nn2jolctirht5ngzd4v5ubtgmq 137 21 group group NN work_nn2jolctirht5ngzd4v5ubtgmq 137 22 practice practice NN work_nn2jolctirht5ngzd4v5ubtgmq 137 23 patients patient NNS work_nn2jolctirht5ngzd4v5ubtgmq 137 24 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 137 25 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 137 26 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 137 27 . . . work_nn2jolctirht5ngzd4v5ubtgmq 138 1 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 138 2 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 138 3 28 28 CD work_nn2jolctirht5ngzd4v5ubtgmq 138 4 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 138 5 Canada Canada NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 6 5589 5589 CD work_nn2jolctirht5ngzd4v5ubtgmq 138 7 Unspecified Unspecified NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 9 19 19 CD work_nn2jolctirht5ngzd4v5ubtgmq 138 10 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 138 11 above above IN work_nn2jolctirht5ngzd4v5ubtgmq 138 12 Not not RB work_nn2jolctirht5ngzd4v5ubtgmq 138 13 reported report VBN work_nn2jolctirht5ngzd4v5ubtgmq 138 14 Population Population NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 15 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 16 Research Research NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 17 Data Data NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 18 Respiratory Respiratory NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 19 General General NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 20 Manitoba Manitoba NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 21 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 138 22 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 23 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 24 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 138 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 139 1 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 139 2 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 139 3 29 29 CD work_nn2jolctirht5ngzd4v5ubtgmq 139 4 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 139 5 Canada Canada NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 6 171 171 CD work_nn2jolctirht5ngzd4v5ubtgmq 139 7 Knee Knee NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 9 Range Range NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 10 40–79 40–79 NN work_nn2jolctirht5ngzd4v5ubtgmq 139 11 Not not RB work_nn2jolctirht5ngzd4v5ubtgmq 139 12 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 139 13 BC BC NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 14 Linked Linked NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 15 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 16 Database Database NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 17 Subjects Subjects NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 18 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 139 19 knee knee NN work_nn2jolctirht5ngzd4v5ubtgmq 139 20 pain pain NN work_nn2jolctirht5ngzd4v5ubtgmq 139 21 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 139 22 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 139 23 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 139 24 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 139 25 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 139 26 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 139 27 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 28 Kadhim Kadhim NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 29 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 139 30 Saleh Saleh NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 31 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 32 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 139 33 . . . work_nn2jolctirht5ngzd4v5ubtgmq 140 1 2013 2013 CD work_nn2jolctirht5ngzd4v5ubtgmq 140 2 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 140 3 24 24 CD work_nn2jolctirht5ngzd4v5ubtgmq 140 4 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 140 5 Canada Canada NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 6 313 313 CD work_nn2jolctirht5ngzd4v5ubtgmq 140 7 Unspecified unspecified JJ work_nn2jolctirht5ngzd4v5ubtgmq 140 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 9 Mean Mean NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 10 age age NN work_nn2jolctirht5ngzd4v5ubtgmq 140 11 68 68 CD work_nn2jolctirht5ngzd4v5ubtgmq 140 12 52 52 CD work_nn2jolctirht5ngzd4v5ubtgmq 140 13 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 140 14 Canadian canadian JJ work_nn2jolctirht5ngzd4v5ubtgmq 140 15 Primary Primary NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 16 Care Care NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 17 Sentinel Sentinel NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 18 Surveillance Surveillance NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 19 Network Network NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 20 Ontario Ontario NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 21 Primary Primary NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 22 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 140 23 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 140 24 network network NN work_nn2jolctirht5ngzd4v5ubtgmq 140 25 Williamson Williamson NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 26 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 27 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 140 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 141 1 2014 2014 CD work_nn2jolctirht5ngzd4v5ubtgmq 141 2 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 141 3 26 26 CD work_nn2jolctirht5ngzd4v5ubtgmq 141 4 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 141 5 Canada Canada NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 6 1920 1920 CD work_nn2jolctirht5ngzd4v5ubtgmq 141 7 Unspecified unspecified JJ work_nn2jolctirht5ngzd4v5ubtgmq 141 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 9 85 85 CD work_nn2jolctirht5ngzd4v5ubtgmq 141 10 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 141 11 above above IN work_nn2jolctirht5ngzd4v5ubtgmq 141 12 60 60 CD work_nn2jolctirht5ngzd4v5ubtgmq 141 13 55.5 55.5 CD work_nn2jolctirht5ngzd4v5ubtgmq 141 14 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 141 15 Canadian canadian JJ work_nn2jolctirht5ngzd4v5ubtgmq 141 16 Primary Primary NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 17 Care Care NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 18 Sentinel Sentinel NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 19 Surveillance Surveillance NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 20 Network Network NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 21 Primary Primary NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 22 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 141 23 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 141 24 network network NN work_nn2jolctirht5ngzd4v5ubtgmq 141 25 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 141 26 Canada Canada NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 27 Coleman Coleman NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 28 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 29 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 141 30 . . . work_nn2jolctirht5ngzd4v5ubtgmq 142 1 2015 2015 CD work_nn2jolctirht5ngzd4v5ubtgmq 142 2 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 142 3 27 27 CD work_nn2jolctirht5ngzd4v5ubtgmq 142 4 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 142 5 Canada Canada NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 6 403 403 CD work_nn2jolctirht5ngzd4v5ubtgmq 142 7 Unspecified unspecified JJ work_nn2jolctirht5ngzd4v5ubtgmq 142 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 9 90 90 CD work_nn2jolctirht5ngzd4v5ubtgmq 142 10 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 142 11 above above IN work_nn2jolctirht5ngzd4v5ubtgmq 142 12 60 60 CD work_nn2jolctirht5ngzd4v5ubtgmq 142 13 67 67 CD work_nn2jolctirht5ngzd4v5ubtgmq 142 14 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 142 15 Canadian canadian JJ work_nn2jolctirht5ngzd4v5ubtgmq 142 16 Primary Primary NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 17 Care Care NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 18 Sentinel Sentinel NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 19 Surveillance Surveillance NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 20 Network Network NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 21 Mantibo Mantibo NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 22 Primary Primary NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 23 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 142 24 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 142 25 network network NN work_nn2jolctirht5ngzd4v5ubtgmq 142 26 Fig Fig NNP work_nn2jolctirht5ngzd4v5ubtgmq 142 27 . . . work_nn2jolctirht5ngzd4v5ubtgmq 143 1 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 143 2 Forest Forest NNP work_nn2jolctirht5ngzd4v5ubtgmq 143 3 plot plot NN work_nn2jolctirht5ngzd4v5ubtgmq 143 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 143 5 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 143 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 143 7 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 143 8 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 143 9 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 143 10 . . . work_nn2jolctirht5ngzd4v5ubtgmq 144 1 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 144 2 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 144 3 provides provide VBZ work_nn2jolctirht5ngzd4v5ubtgmq 144 4 description description NN work_nn2jolctirht5ngzd4v5ubtgmq 144 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 144 6 each each DT work_nn2jolctirht5ngzd4v5ubtgmq 144 7 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 144 8 . . . work_nn2jolctirht5ngzd4v5ubtgmq 145 1 Error error NN work_nn2jolctirht5ngzd4v5ubtgmq 145 2 bars bar NNS work_nn2jolctirht5ngzd4v5ubtgmq 145 3 show show VBP work_nn2jolctirht5ngzd4v5ubtgmq 145 4 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 145 5 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 145 6 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 145 7 intervals interval NNS work_nn2jolctirht5ngzd4v5ubtgmq 145 8 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 145 9 CI CI NNP work_nn2jolctirht5ngzd4v5ubtgmq 145 10 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 145 11 . . . work_nn2jolctirht5ngzd4v5ubtgmq 146 1 Error error NN work_nn2jolctirht5ngzd4v5ubtgmq 146 2 bars bar NNS work_nn2jolctirht5ngzd4v5ubtgmq 146 3 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 146 4 missing miss VBG work_nn2jolctirht5ngzd4v5ubtgmq 146 5 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 146 6 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 146 7 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 146 8 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 146 9 they -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 146 10 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 146 11 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 146 12 report report VB work_nn2jolctirht5ngzd4v5ubtgmq 146 13 CI CI NNP work_nn2jolctirht5ngzd4v5ubtgmq 146 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 147 1 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 2 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 3 R1 r1 NN work_nn2jolctirht5ngzd4v5ubtgmq 147 4 : : : work_nn2jolctirht5ngzd4v5ubtgmq 147 5 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 6 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 147 7 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 147 8 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 9 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 10 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 11 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 147 12 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 13 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 14 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 147 15 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 147 16 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 17 Rx Rx NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 18 ICD-9CM ICD-9CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 19 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 147 20 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 21 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 147 22 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 23 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 24 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 25 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 26 R2 r2 NN work_nn2jolctirht5ngzd4v5ubtgmq 147 27 : : : work_nn2jolctirht5ngzd4v5ubtgmq 147 28 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 29 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 147 30 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 147 31 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 32 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 33 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 34 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 35 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 147 36 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 37 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 147 38 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 39 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 40 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 41 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 42 R3 r3 NN work_nn2jolctirht5ngzd4v5ubtgmq 147 43 : : : work_nn2jolctirht5ngzd4v5ubtgmq 147 44 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 45 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 46 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 47 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 48 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 147 49 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 50 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 147 51 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 52 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 53 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 54 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 55 R1 R1 NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 56 : : : work_nn2jolctirht5ngzd4v5ubtgmq 147 57 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 58 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 59 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 60 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 147 61 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 62 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 63 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 147 64 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 65 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 147 66 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 67 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 147 68 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 147 69 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 147 70 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 147 71 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 147 72 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 147 73 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 74 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 75 R2 r2 NN work_nn2jolctirht5ngzd4v5ubtgmq 147 76 : : : work_nn2jolctirht5ngzd4v5ubtgmq 147 77 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 78 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 79 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 80 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 147 81 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 82 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 83 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 147 84 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 85 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 147 86 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 87 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 147 88 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 147 89 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 147 90 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 147 91 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 92 cri- cri- NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 93 teria teria NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 94 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 95 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 96 L1 L1 NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 97 : : : work_nn2jolctirht5ngzd4v5ubtgmq 147 98 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 99 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 100 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 147 101 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 102 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 147 103 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 147 104 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 147 105 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 106 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 147 107 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 108 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 109 L1 L1 NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 110 : : : work_nn2jolctirht5ngzd4v5ubtgmq 147 111 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 112 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 113 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 147 114 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 147 115 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 116 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 147 117 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 118 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 147 119 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 147 120 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 147 121 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 147 122 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 147 123 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 147 124 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 125 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 126 L2 L2 NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 127 : : : work_nn2jolctirht5ngzd4v5ubtgmq 147 128 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 129 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 147 130 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 147 131 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 147 132 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 147 133 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 147 134 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 135 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 147 136 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 147 137 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 147 138 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 147 139 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 140 criteria criteria VBZ work_nn2jolctirht5ngzd4v5ubtgmq 147 141 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 142 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 147 143 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 147 144 . . . work_nn2jolctirht5ngzd4v5ubtgmq 148 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 148 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 148 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 148 12 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 148 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 15 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 148 16 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 17 Descriptive descriptive JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 18 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 148 19 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 20 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 21 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 148 22 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 23 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 148 24 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 25 Algorithm Algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 26 restrictiveness restrictiveness NN work_nn2jolctirht5ngzd4v5ubtgmq 148 27 Refence Refence NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 28 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 148 29 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 30 Algorithm Algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 31 definition definition NN work_nn2jolctirht5ngzd4v5ubtgmq 148 32 Years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 33 spanned span VBN work_nn2jolctirht5ngzd4v5ubtgmq 148 34 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 148 35 admin admin JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 36 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 37 Sensitivity Sensitivity NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 38 Specificity Specificity NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 39 Positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 40 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 148 41 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 148 42 Calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 148 43 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 44 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 148 45 10 10 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 46 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 148 47 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 148 48 Calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 148 49 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 50 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 148 51 25 25 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 52 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 148 53 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 148 54 Calculated calculate VBD work_nn2jolctirht5ngzd4v5ubtgmq 148 55 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 56 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 148 57 50 50 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 58 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 148 59 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 148 60 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 61 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 148 62 CI CI NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 63 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 64 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 148 65 CI CI NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 66 Restrictive Restrictive NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 67 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 68 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 69 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 70 28 28 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 71 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 72 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 73 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 148 74 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 75 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 76 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 77 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 78 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 79 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 80 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 81 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 148 82 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 148 83 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 84 Rx Rx NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 85 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 86 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 87 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 88 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 89 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 90 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 91 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 92 0.43 0.43 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 93 0.39–0.47 0.39–0.47 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 94 0.91 0.91 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 95 0.90–0.92 0.90–0.92 NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 96 4.63 4.63 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 97 0.35 0.35 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 98 0.61 0.61 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 99 0.83 0.83 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 100 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 101 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 102 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 103 28 28 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 104 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 105 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 106 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 148 107 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 108 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 109 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 110 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 111 ICD–9–CM icd–9–cm CD work_nn2jolctirht5ngzd4v5ubtgmq 148 112 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 113 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 114 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 115 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 116 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 117 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 118 0.33 0.33 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 119 0.29–0.37 0.29–0.37 NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 120 0.94 0.94 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 121 0.93–0.95 0.93–0.95 $ work_nn2jolctirht5ngzd4v5ubtgmq 148 122 5.47 5.47 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 123 0.38 0.38 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 124 0.65 0.65 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 125 0.85 0.85 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 126 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 127 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 128 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 129 28 28 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 130 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 131 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 132 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 133 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 134 ICD–9–CM icd–9–cm CD work_nn2jolctirht5ngzd4v5ubtgmq 148 135 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 136 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 137 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 138 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 139 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 140 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 141 0.32 0.32 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 142 0.28–0.35 0.28–0.35 NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 143 0.94 0.94 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 144 0.94–0.95 0.94–0.95 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 145 5.54 5.54 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 146 0.64 0.64 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 147 0.84 0.84 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 148 Self self NN work_nn2jolctirht5ngzd4v5ubtgmq 148 149 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 148 150 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 148 151 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 152 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 153 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 154 29 29 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 155 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 156 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 157 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 158 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 159 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 160 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 161 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 162 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 163 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 164 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 148 165 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 166 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 167 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 168 2b 2b CD work_nn2jolctirht5ngzd4v5ubtgmq 148 169 0.29 0.29 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 170 0.89 0.89 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 171 2.64 2.64 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 172 0.23 0.23 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 173 0.47 0.47 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 174 0.73 0.73 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 175 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 176 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 177 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 178 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 179 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 180 29 29 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 181 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 182 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 183 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 184 visits visit NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 185 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 186 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 187 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 188 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 189 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 190 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 148 191 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 192 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 193 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 194 2b 2b CD work_nn2jolctirht5ngzd4v5ubtgmq 148 195 0.31 0.31 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 196 0.89 0.89 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 197 2.82 2.82 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 198 0.24 0.24 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 199 0.48 0.48 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 200 0.74 0.74 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 201 Less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 148 202 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 203 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 204 Record Record NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 205 Review Review NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 206 Fowles Fowles NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 207 1995 1995 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 208 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 209 23 23 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 210 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 211 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 212 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 213 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 148 214 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 215 diagnostic diagnostic NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 216 code code NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 217 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 218 0.32 0.32 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 219 0.26–0.40 0.26–0.40 NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 220 0.95 0.95 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 221 0.94–0.96 0.94–0.96 NN work_nn2jolctirht5ngzd4v5ubtgmq 148 222 6.40 6.40 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 223 0.42 0.42 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 224 0.68 0.68 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 225 0.86 0.86 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 226 Kadhim Kadhim NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 227 – – : work_nn2jolctirht5ngzd4v5ubtgmq 148 228 Saleh Saleh NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 229 2013a 2013a NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 230 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 231 24 24 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 232 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 233 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 234 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 235 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 236 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 237 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 238 problems problem NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 239 list list VBP work_nn2jolctirht5ngzd4v5ubtgmq 148 240 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 241 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 242 unspecified unspecified JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 243 0.45 0.45 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 244 0.35–0.55 0.35–0.55 NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 245 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 246 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 247 0.97δ 0.97δ CD work_nn2jolctirht5ngzd4v5ubtgmq 148 248 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 249 0.97–1.00 0.97–1.00 ADD work_nn2jolctirht5ngzd4v5ubtgmq 148 250 15.00 15.00 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 251 0.63 0.63 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 252 0.83 0.83 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 253 0.94 0.94 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 254 Coleman Coleman NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 255 2015a 2015a CD work_nn2jolctirht5ngzd4v5ubtgmq 148 256 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 257 27 27 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 258 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 259 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 260 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 261 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 262 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 263 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 264 problems problem NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 265 list list VBP work_nn2jolctirht5ngzd4v5ubtgmq 148 266 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 267 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 268 unspecified unspecified JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 269 0.63 0.63 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 270 0.57–0.68 0.57–0.68 NN work_nn2jolctirht5ngzd4v5ubtgmq 148 271 0.94 0.94 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 272 0.88–0.97 0.88–0.97 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 273 10.50 10.50 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 274 0.54 0.54 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 275 0.78 0.78 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 276 0.91 0.91 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 277 Williamson Williamson NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 278 2014a 2014a CD work_nn2jolctirht5ngzd4v5ubtgmq 148 279 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 280 26 26 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 281 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 282 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 283 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 284 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 285 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 286 OR or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 287 problems problem NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 288 list list VBP work_nn2jolctirht5ngzd4v5ubtgmq 148 289 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 290 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 291 unspecified unspecified JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 292 0.78 0.78 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 293 0.75–0.81 0.75–0.81 NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 294 0.95 0.95 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 295 0.94–0.96 0.94–0.96 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 296 15.25 15.25 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 297 0.63 0.63 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 298 0.84 0.84 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 299 0.94 0.94 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 300 Self self NN work_nn2jolctirht5ngzd4v5ubtgmq 148 301 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 148 302 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 148 303 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 304 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 305 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 306 28 28 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 307 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 308 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 309 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 310 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 148 311 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 312 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 313 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 314 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 315 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 316 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 317 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 318 0.50 0.50 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 319 0.46–0.54 0.46–0.54 NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 320 0.89 0.89 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 321 0.88–0.90 0.88–0.90 $ work_nn2jolctirht5ngzd4v5ubtgmq 148 322 4.42 4.42 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 323 0.34 0.34 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 324 0.60 0.60 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 325 0.82 0.82 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 326 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 327 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 328 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 329 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 330 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 331 29 29 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 332 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 333 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 334 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 335 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 148 336 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 337 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 338 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 148 339 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 340 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 341 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 342 2b 2b CD work_nn2jolctirht5ngzd4v5ubtgmq 148 343 0.61 0.61 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 344 0.70 0.70 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 345 2.03 2.03 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 346 0.18 0.18 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 347 0.40 0.40 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 348 0.67 0.67 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 349 Harrold harrold NN work_nn2jolctirht5ngzd4v5ubtgmq 148 350 2000 2000 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 351 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 352 25 25 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 353 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 354 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 355 inpatient inpatient NN work_nn2jolctirht5ngzd4v5ubtgmq 148 356 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 357 outpatient outpatient NN work_nn2jolctirht5ngzd4v5ubtgmq 148 358 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 359 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 360 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 361 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 362 0.83 0.83 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 363 0.78–0.87 0.78–0.87 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 364 0.60 0.60 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 365 0.55–0.66 0.55–0.66 NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 366 2.10 2.10 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 367 0.19 0.19 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 368 0.41 0.41 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 369 0.67 0.67 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 370 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 371 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 372 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 373 29 29 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 374 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 148 375 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 376 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 148 377 visit visit NN work_nn2jolctirht5ngzd4v5ubtgmq 148 378 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 148 379 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 380 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 148 381 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 382 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 383 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 384 2b 2b CD work_nn2jolctirht5ngzd4v5ubtgmq 148 385 0.58 0.58 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 386 0.66 0.66 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 387 1.71 1.71 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 388 0.16 0.16 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 389 0.36 0.36 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 390 0.63 0.63 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 391 aCase acase NN work_nn2jolctirht5ngzd4v5ubtgmq 148 392 definitions definition NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 393 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 148 394 developed develop VBN work_nn2jolctirht5ngzd4v5ubtgmq 148 395 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 148 396 EMR EMR NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 397 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 148 398 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 148 399 bVisit bVisit NNP work_nn2jolctirht5ngzd4v5ubtgmq 148 400 codes code NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 401 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 148 402 restricted restrict VBN work_nn2jolctirht5ngzd4v5ubtgmq 148 403 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 148 404 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 148 405 years year NNS work_nn2jolctirht5ngzd4v5ubtgmq 148 406 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 148 407 timespan timespan NN work_nn2jolctirht5ngzd4v5ubtgmq 148 408 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 148 409 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 148 410 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 148 411 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 148 412 unspecified unspecified JJ work_nn2jolctirht5ngzd4v5ubtgmq 148 413 . . . work_nn2jolctirht5ngzd4v5ubtgmq 149 1 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 2 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 3 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 149 4 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 149 5 report report VB work_nn2jolctirht5ngzd4v5ubtgmq 149 6 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 7 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 149 8 CI CI NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 9 δLower δLower NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 10 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 149 11 interval interval NN work_nn2jolctirht5ngzd4v5ubtgmq 149 12 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 13 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 149 14 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 15 instead instead RB work_nn2jolctirht5ngzd4v5ubtgmq 149 16 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 17 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 18 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 19 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 149 20 used use VBN work_nn2jolctirht5ngzd4v5ubtgmq 149 21 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 149 22 calculate calculate VB work_nn2jolctirht5ngzd4v5ubtgmq 149 23 LR+s LR+s NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 24 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 149 25 PPVs PPVs NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 26 Sh Sh NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 27 resth resth NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 28 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 149 29 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 149 30 a a NN work_nn2jolctirht5ngzd4v5ubtgmq 149 31 l. l. NN work_nn2jolctirht5ngzd4v5ubtgmq 149 32 B B NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 33 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 34 C C NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 35 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 36 ed ed NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 37 ica ica NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 38 l l NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 39 In In NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 40 fo fo NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 41 rm rm NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 42 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 149 43 tics tic NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 44 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 149 45 n n NN work_nn2jolctirht5ngzd4v5ubtgmq 149 46 d d NN work_nn2jolctirht5ngzd4v5ubtgmq 149 47 D d NN work_nn2jolctirht5ngzd4v5ubtgmq 149 48 ecisio ecisio JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 49 n n NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 50 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 51 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 149 52 kin kin NN work_nn2jolctirht5ngzd4v5ubtgmq 149 53 g g NN work_nn2jolctirht5ngzd4v5ubtgmq 149 54 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 55 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 56 0 0 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 57 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 58 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 59 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 60 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 61 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 62 : : SYM work_nn2jolctirht5ngzd4v5ubtgmq 149 63 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 64 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 65 P p NN work_nn2jolctirht5ngzd4v5ubtgmq 149 66 ag ag NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 67 e e NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 68 7 7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 69 o o NN work_nn2jolctirht5ngzd4v5ubtgmq 149 70 f f NN work_nn2jolctirht5ngzd4v5ubtgmq 149 71 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 72 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 73 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 149 74 3 3 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 75 Medians Medians NNPS work_nn2jolctirht5ngzd4v5ubtgmq 149 76 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 149 77 ranges range NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 78 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 79 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 80 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 81 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 82 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 83 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 149 84 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 85 Algorithm Algorithm NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 86 restrictiveness restrictiveness NN work_nn2jolctirht5ngzd4v5ubtgmq 149 87 Reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 149 88 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 89 No no NN work_nn2jolctirht5ngzd4v5ubtgmq 149 90 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 91 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 92 Median median JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 93 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 149 94 Sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 149 95 range range NN work_nn2jolctirht5ngzd4v5ubtgmq 149 96 Median median JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 97 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 149 98 Specificity Specificity NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 99 range range VB work_nn2jolctirht5ngzd4v5ubtgmq 149 100 Median median JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 101 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 102 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 149 103 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 149 104 Positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 105 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 149 106 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 149 107 range range NN work_nn2jolctirht5ngzd4v5ubtgmq 149 108 Median Median NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 109 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 110 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 149 111 10 10 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 112 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 149 113 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 149 114 Median Median NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 115 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 116 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 149 117 25 25 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 118 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 149 119 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 149 120 Median Median NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 121 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 122 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 149 123 50 50 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 124 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 149 125 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 149 126 Restrictive Restrictive NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 127 Self Self NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 128 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 149 129 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 149 130 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 131 0.33 0.33 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 132 0.29–0.43 0.29–0.43 NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 133 0.92 0.92 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 134 0.89–0.94 0.89–0.94 NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 135 5.05 5.05 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 136 2.64–5.50 2.64–5.50 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 137 0.36 0.36 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 138 0.62 0.62 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 139 0.84 0.84 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 140 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 141 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 142 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 143 0.31 0.31 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 144 NA NA NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 145 0.89 0.89 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 146 NA na NN work_nn2jolctirht5ngzd4v5ubtgmq 149 147 2.82 2.82 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 148 NA na CD work_nn2jolctirht5ngzd4v5ubtgmq 149 149 0.24 0.24 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 150 0.48 0.48 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 151 0.74 0.74 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 152 Less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 149 153 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 154 Physician physician JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 155 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 149 156 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 157 0.54 0.54 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 158 0.32–0.78 0.32–0.78 NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 159 0.95 0.95 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 160 0.94–1.00 0.94–1.00 $ work_nn2jolctirht5ngzd4v5ubtgmq 149 161 12.75 12.75 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 162 6.40–15.25 6.40–15.25 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 163 0.58 0.58 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 164 0.80 0.80 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 165 0.92 0.92 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 166 Self Self NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 167 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 149 168 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 149 169 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 170 0.55 0.55 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 171 0.50–0.61 0.50–0.61 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 172 0.79 0.79 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 173 0.70–0.89 0.70–0.89 NN work_nn2jolctirht5ngzd4v5ubtgmq 149 174 3.23 3.23 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 175 2.03–4.42 2.03–4.42 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 176 0.26 0.26 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 177 0.50 0.50 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 178 0.74 0.74 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 179 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 180 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 181 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 182 0.71 0.71 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 183 0.58–0.83 0.58–0.83 NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 184 0.63 0.63 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 185 0.60–0.66 0.60–0.66 NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 186 1.91 1.91 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 187 1.71–2.10 1.71–2.10 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 188 0.18 0.18 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 189 0.39 0.39 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 190 0.65 0.65 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 191 Sh Sh NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 192 resth resth VB work_nn2jolctirht5ngzd4v5ubtgmq 149 193 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 149 194 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 149 195 a a NN work_nn2jolctirht5ngzd4v5ubtgmq 149 196 l. l. NN work_nn2jolctirht5ngzd4v5ubtgmq 149 197 B B NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 198 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 199 C C NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 200 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 201 ed ed NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 202 ica ica NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 203 l l NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 204 In In NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 205 fo fo NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 206 rm rm NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 207 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 149 208 tics tic NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 209 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 149 210 n n NN work_nn2jolctirht5ngzd4v5ubtgmq 149 211 d d NN work_nn2jolctirht5ngzd4v5ubtgmq 149 212 D d NN work_nn2jolctirht5ngzd4v5ubtgmq 149 213 ecisio ecisio JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 214 n n NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 215 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 216 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 149 217 kin kin NN work_nn2jolctirht5ngzd4v5ubtgmq 149 218 g g NN work_nn2jolctirht5ngzd4v5ubtgmq 149 219 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 220 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 221 0 0 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 222 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 223 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 224 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 225 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 226 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 227 : : SYM work_nn2jolctirht5ngzd4v5ubtgmq 149 228 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 229 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 230 P p NN work_nn2jolctirht5ngzd4v5ubtgmq 149 231 ag ag NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 232 e e NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 233 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 234 o o NN work_nn2jolctirht5ngzd4v5ubtgmq 149 235 f f NN work_nn2jolctirht5ngzd4v5ubtgmq 149 236 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 237 2 2 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 238 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 149 239 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 240 Number number NN work_nn2jolctirht5ngzd4v5ubtgmq 149 241 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 242 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 243 meeting meet VBG work_nn2jolctirht5ngzd4v5ubtgmq 149 244 individual individual JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 245 STARD STARD NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 246 modified modify VBD work_nn2jolctirht5ngzd4v5ubtgmq 149 247 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 248 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 149 249 validating validate VBG work_nn2jolctirht5ngzd4v5ubtgmq 149 250 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 149 251 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 252 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 253 Reported report VBN work_nn2jolctirht5ngzd4v5ubtgmq 149 254 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 149 255 Total Total NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 256 TITLE TITLE NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 257 , , , work_nn2jolctirht5ngzd4v5ubtgmq 149 258 KEYWORDS KEYWORDS NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 259 , , , work_nn2jolctirht5ngzd4v5ubtgmq 149 260 ABSTRACT ABSTRACT NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 261 Identify Identify NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 262 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 149 263 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 149 264 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 149 265 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 266 assessing assess VBG work_nn2jolctirht5ngzd4v5ubtgmq 149 267 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 268 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 149 269 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 270 Identify Identify NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 271 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 149 272 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 149 273 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 149 274 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 275 administrative administrative NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 276 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 277 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 278 INTRODUCTION introduction NN work_nn2jolctirht5ngzd4v5ubtgmq 149 279 : : : work_nn2jolctirht5ngzd4v5ubtgmq 149 280 State state NN work_nn2jolctirht5ngzd4v5ubtgmq 149 281 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 149 282 identification identification NN work_nn2jolctirht5ngzd4v5ubtgmq 149 283 & & CC work_nn2jolctirht5ngzd4v5ubtgmq 149 284 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 149 285 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 149 286 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 287 goals goal NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 288 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 289 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 149 290 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 291 METHODS METHODS NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 292 : : : work_nn2jolctirht5ngzd4v5ubtgmq 149 293 Participants participant NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 294 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 149 295 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 149 296 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 149 297 : : : work_nn2jolctirht5ngzd4v5ubtgmq 149 298 Describe describe VB work_nn2jolctirht5ngzd4v5ubtgmq 149 299 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 149 300 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 149 301 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 302 Cohort Cohort NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 303 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 304 patients patient NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 305 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 149 306 which which WDT work_nn2jolctirht5ngzd4v5ubtgmq 149 307 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 149 308 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 149 309 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 149 310 applied apply VBN work_nn2jolctirht5ngzd4v5ubtgmq 149 311 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 312 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 313 Age age NN work_nn2jolctirht5ngzd4v5ubtgmq 149 314 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 315 Disease Disease NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 316 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 317 Severity severity NN work_nn2jolctirht5ngzd4v5ubtgmq 149 318 1/7 1/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 319 Location Location NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 320 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 149 321 Jurisdiction Jurisdiction NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 322 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 323 Describe Describe NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 324 recruitment recruitment NN work_nn2jolctirht5ngzd4v5ubtgmq 149 325 procedure procedure NN work_nn2jolctirht5ngzd4v5ubtgmq 149 326 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 149 327 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 149 328 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 149 329 6/7 6/7 NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 330 Inclusion Inclusion NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 331 criteria criteria VBZ work_nn2jolctirht5ngzd4v5ubtgmq 149 332 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 333 Exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 149 334 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 149 335 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 149 336 Describe Describe NNP work_nn2jolctirht5ngzd4v5ubtgmq 149 337 patient patient NN work_nn2jolctirht5ngzd4v5ubtgmq 149 338 sampling sampling NN work_nn2jolctirht5ngzd4v5ubtgmq 149 339 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 149 340 random random JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 341 , , , work_nn2jolctirht5ngzd4v5ubtgmq 149 342 consecutive consecutive JJ work_nn2jolctirht5ngzd4v5ubtgmq 149 343 , , , work_nn2jolctirht5ngzd4v5ubtgmq 149 344 all all RB work_nn2jolctirht5ngzd4v5ubtgmq 149 345 , , , work_nn2jolctirht5ngzd4v5ubtgmq 149 346 etc etc FW work_nn2jolctirht5ngzd4v5ubtgmq 149 347 . . . work_nn2jolctirht5ngzd4v5ubtgmq 149 348 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 150 1 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 150 2 Describe Describe NNP work_nn2jolctirht5ngzd4v5ubtgmq 150 3 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 150 4 collection collection NN work_nn2jolctirht5ngzd4v5ubtgmq 150 5 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 150 6 Who who WP work_nn2jolctirht5ngzd4v5ubtgmq 150 7 identified identify VBD work_nn2jolctirht5ngzd4v5ubtgmq 150 8 patients patient NNS work_nn2jolctirht5ngzd4v5ubtgmq 150 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 150 10 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 150 11 selection selection NN work_nn2jolctirht5ngzd4v5ubtgmq 150 12 adhere adhere NN work_nn2jolctirht5ngzd4v5ubtgmq 150 13 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 150 14 patient patient VB work_nn2jolctirht5ngzd4v5ubtgmq 150 15 recruitment recruitment NN work_nn2jolctirht5ngzd4v5ubtgmq 150 16 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 150 17 5/7 5/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 150 18 Who who WP work_nn2jolctirht5ngzd4v5ubtgmq 150 19 collected collect VBD work_nn2jolctirht5ngzd4v5ubtgmq 150 20 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 150 21 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 150 22 A a DT work_nn2jolctirht5ngzd4v5ubtgmq 150 23 priori priori JJ work_nn2jolctirht5ngzd4v5ubtgmq 150 24 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 150 25 collection collection NN work_nn2jolctirht5ngzd4v5ubtgmq 150 26 form form NN work_nn2jolctirht5ngzd4v5ubtgmq 150 27 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 150 28 Disease Disease NNP work_nn2jolctirht5ngzd4v5ubtgmq 150 29 classification classification NN work_nn2jolctirht5ngzd4v5ubtgmq 150 30 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 150 31 Split Split NNP work_nn2jolctirht5ngzd4v5ubtgmq 150 32 sample sample NN work_nn2jolctirht5ngzd4v5ubtgmq 150 33 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 150 34 i.e. i.e. FW work_nn2jolctirht5ngzd4v5ubtgmq 151 1 re re NN work_nn2jolctirht5ngzd4v5ubtgmq 151 2 - - NN work_nn2jolctirht5ngzd4v5ubtgmq 151 3 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 151 4 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 151 5 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 151 6 separate separate JJ work_nn2jolctirht5ngzd4v5ubtgmq 151 7 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 151 8 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 151 9 0/7 0/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 151 10 Test test NN work_nn2jolctirht5ngzd4v5ubtgmq 151 11 Methods method NNS work_nn2jolctirht5ngzd4v5ubtgmq 151 12 : : : work_nn2jolctirht5ngzd4v5ubtgmq 151 13 Describe describe VB work_nn2jolctirht5ngzd4v5ubtgmq 151 14 number number NN work_nn2jolctirht5ngzd4v5ubtgmq 151 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 151 16 training training NN work_nn2jolctirht5ngzd4v5ubtgmq 151 17 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 151 18 expertise expertise NN work_nn2jolctirht5ngzd4v5ubtgmq 151 19 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 151 20 persons person NNS work_nn2jolctirht5ngzd4v5ubtgmq 151 21 reading read VBG work_nn2jolctirht5ngzd4v5ubtgmq 151 22 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 151 23 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 151 24 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 151 25 If if IN work_nn2jolctirht5ngzd4v5ubtgmq 151 26 > > NN work_nn2jolctirht5ngzd4v5ubtgmq 151 27 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 151 28 person person NN work_nn2jolctirht5ngzd4v5ubtgmq 151 29 reading read VBG work_nn2jolctirht5ngzd4v5ubtgmq 151 30 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 151 31 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 151 32 , , , work_nn2jolctirht5ngzd4v5ubtgmq 151 33 quote quote UH work_nn2jolctirht5ngzd4v5ubtgmq 151 34 measure measure NN work_nn2jolctirht5ngzd4v5ubtgmq 151 35 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 151 36 consistency consistency NN work_nn2jolctirht5ngzd4v5ubtgmq 151 37 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 151 38 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 152 1 kappa kappa NNP work_nn2jolctirht5ngzd4v5ubtgmq 152 2 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 152 3 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 152 4 Blinding Blinding NNP work_nn2jolctirht5ngzd4v5ubtgmq 152 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 152 6 interpreters interpreter NNS work_nn2jolctirht5ngzd4v5ubtgmq 152 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 152 8 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 152 9 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 152 10 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 152 11 results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 152 12 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 152 13 classification classification NN work_nn2jolctirht5ngzd4v5ubtgmq 152 14 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 152 15 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 152 16 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 152 17 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 153 1 Chart Chart NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 2 abstractor abstractor NN work_nn2jolctirht5ngzd4v5ubtgmq 153 3 blinded blind VBD work_nn2jolctirht5ngzd4v5ubtgmq 153 4 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 153 5 how how WRB work_nn2jolctirht5ngzd4v5ubtgmq 153 6 that that DT work_nn2jolctirht5ngzd4v5ubtgmq 153 7 chart chart NN work_nn2jolctirht5ngzd4v5ubtgmq 153 8 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 153 9 coded code VBN work_nn2jolctirht5ngzd4v5ubtgmq 153 10 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 11 Statistical statistical JJ work_nn2jolctirht5ngzd4v5ubtgmq 153 12 Methods Methods NNPS work_nn2jolctirht5ngzd4v5ubtgmq 153 13 : : : work_nn2jolctirht5ngzd4v5ubtgmq 153 14 Describe describe VB work_nn2jolctirht5ngzd4v5ubtgmq 153 15 methods method NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 16 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 153 17 calculating calculate VBG work_nn2jolctirht5ngzd4v5ubtgmq 153 18 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 153 19 comparing compare VBG work_nn2jolctirht5ngzd4v5ubtgmq 153 20 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 153 21 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 153 22 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 23 RESULTS results NN work_nn2jolctirht5ngzd4v5ubtgmq 153 24 : : : work_nn2jolctirht5ngzd4v5ubtgmq 153 25 Participants participant NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 26 : : : work_nn2jolctirht5ngzd4v5ubtgmq 153 27 Report report NN work_nn2jolctirht5ngzd4v5ubtgmq 153 28 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 153 29 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 153 30 done do VBN work_nn2jolctirht5ngzd4v5ubtgmq 153 31 , , , work_nn2jolctirht5ngzd4v5ubtgmq 153 32 start start VB work_nn2jolctirht5ngzd4v5ubtgmq 153 33 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 153 34 end end NN work_nn2jolctirht5ngzd4v5ubtgmq 153 35 dates date NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 36 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 153 37 enrollment enrollment NN work_nn2jolctirht5ngzd4v5ubtgmq 153 38 4/7 4/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 39 Describe Describe NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 40 number number NN work_nn2jolctirht5ngzd4v5ubtgmq 153 41 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 153 42 people people NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 43 who who WP work_nn2jolctirht5ngzd4v5ubtgmq 153 44 satisfied satisfy VBD work_nn2jolctirht5ngzd4v5ubtgmq 153 45 inclusion inclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 153 46 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 153 47 exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 153 48 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 49 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 50 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 51 flow flow NN work_nn2jolctirht5ngzd4v5ubtgmq 153 52 diagram diagram NN work_nn2jolctirht5ngzd4v5ubtgmq 153 53 2/7 2/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 54 Test test NN work_nn2jolctirht5ngzd4v5ubtgmq 153 55 results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 56 : : : work_nn2jolctirht5ngzd4v5ubtgmq 153 57 Report report NN work_nn2jolctirht5ngzd4v5ubtgmq 153 58 distribution distribution NN work_nn2jolctirht5ngzd4v5ubtgmq 153 59 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 153 60 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 153 61 severity severity NN work_nn2jolctirht5ngzd4v5ubtgmq 153 62 1/7 1/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 63 Report Report NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 64 cross cross NN work_nn2jolctirht5ngzd4v5ubtgmq 153 65 - - NN work_nn2jolctirht5ngzd4v5ubtgmq 153 66 tabulation tabulation NN work_nn2jolctirht5ngzd4v5ubtgmq 153 67 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 153 68 index index NN work_nn2jolctirht5ngzd4v5ubtgmq 153 69 tests test NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 70 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 153 71 results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 72 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 153 73 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 153 74 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 153 75 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 76 Estimates Estimates NNPS work_nn2jolctirht5ngzd4v5ubtgmq 153 77 : : : work_nn2jolctirht5ngzd4v5ubtgmq 153 78 Report report VB work_nn2jolctirht5ngzd4v5ubtgmq 153 79 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 153 80 least least JJS work_nn2jolctirht5ngzd4v5ubtgmq 153 81 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 82 estimates estimate NNS work_nn2jolctirht5ngzd4v5ubtgmq 153 83 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 153 84 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 153 85 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 153 86 5/7 5/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 87 Diagnostic Diagnostic NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 88 Accuracy Accuracy NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 89 Measures Measures NNPS work_nn2jolctirht5ngzd4v5ubtgmq 153 90 Resported resporte VBN work_nn2jolctirht5ngzd4v5ubtgmq 153 91 : : : work_nn2jolctirht5ngzd4v5ubtgmq 153 92 Sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 153 93 5/7 5/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 94 Spec Spec NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 95 5/7 5/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 96 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 97 6/7 6/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 98 NPV npv NN work_nn2jolctirht5ngzd4v5ubtgmq 153 99 4/7 4/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 153 100 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 101 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 153 102 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 153 103 . . . work_nn2jolctirht5ngzd4v5ubtgmq 154 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 154 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 154 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 154 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 154 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 154 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 154 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 154 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 154 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 154 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 154 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 154 12 9 9 CD work_nn2jolctirht5ngzd4v5ubtgmq 154 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 154 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 154 15 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 154 16 found find VBD work_nn2jolctirht5ngzd4v5ubtgmq 154 17 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 154 18 most most JJS work_nn2jolctirht5ngzd4v5ubtgmq 154 19 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 154 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 154 21 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 154 22 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 154 23 identify identify VBP work_nn2jolctirht5ngzd4v5ubtgmq 154 24 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 154 25 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 154 26 relatively relatively RB work_nn2jolctirht5ngzd4v5ubtgmq 154 27 insensitive insensitive JJ work_nn2jolctirht5ngzd4v5ubtgmq 154 28 , , , work_nn2jolctirht5ngzd4v5ubtgmq 154 29 potentially potentially RB work_nn2jolctirht5ngzd4v5ubtgmq 154 30 missing miss VBG work_nn2jolctirht5ngzd4v5ubtgmq 154 31 about about RB work_nn2jolctirht5ngzd4v5ubtgmq 154 32 55 55 CD work_nn2jolctirht5ngzd4v5ubtgmq 154 33 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 154 34 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 154 35 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 154 36 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 154 37 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 154 38 23–29 23–29 CD work_nn2jolctirht5ngzd4v5ubtgmq 154 39 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 154 40 . . . work_nn2jolctirht5ngzd4v5ubtgmq 155 1 Several several JJ work_nn2jolctirht5ngzd4v5ubtgmq 155 2 reasons reason NNS work_nn2jolctirht5ngzd4v5ubtgmq 155 3 could could MD work_nn2jolctirht5ngzd4v5ubtgmq 155 4 account account VB work_nn2jolctirht5ngzd4v5ubtgmq 155 5 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 155 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 155 7 low low JJ work_nn2jolctirht5ngzd4v5ubtgmq 155 8 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 155 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 156 1 For for IN work_nn2jolctirht5ngzd4v5ubtgmq 156 2 example example NN work_nn2jolctirht5ngzd4v5ubtgmq 156 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 156 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 156 5 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 156 6 might may MD work_nn2jolctirht5ngzd4v5ubtgmq 156 7 record record VB work_nn2jolctirht5ngzd4v5ubtgmq 156 8 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 156 9 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 156 10 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 156 11 secondary secondary JJ work_nn2jolctirht5ngzd4v5ubtgmq 156 12 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 156 13 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 156 14 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 156 15 enter enter VB work_nn2jolctirht5ngzd4v5ubtgmq 156 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 156 17 billing billing NN work_nn2jolctirht5ngzd4v5ubtgmq 156 18 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 156 19 , , , work_nn2jolctirht5ngzd4v5ubtgmq 156 20 choosing choose VBG work_nn2jolctirht5ngzd4v5ubtgmq 156 21 instead instead RB work_nn2jolctirht5ngzd4v5ubtgmq 156 22 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 156 23 focus focus VB work_nn2jolctirht5ngzd4v5ubtgmq 156 24 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 156 25 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 156 26 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 156 27 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 156 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 157 1 This this DT work_nn2jolctirht5ngzd4v5ubtgmq 157 2 situation situation NN work_nn2jolctirht5ngzd4v5ubtgmq 157 3 might may MD work_nn2jolctirht5ngzd4v5ubtgmq 157 4 arise arise VB work_nn2jolctirht5ngzd4v5ubtgmq 157 5 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 157 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 157 7 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 157 8 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 157 9 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 157 10 semi semi RB work_nn2jolctirht5ngzd4v5ubtgmq 157 11 urgent urgent JJ work_nn2jolctirht5ngzd4v5ubtgmq 157 12 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 157 13 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 157 14 active active JJ work_nn2jolctirht5ngzd4v5ubtgmq 157 15 coronary coronary JJ work_nn2jolctirht5ngzd4v5ubtgmq 157 16 heart heart NN work_nn2jolctirht5ngzd4v5ubtgmq 157 17 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 157 18 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 157 19 congestive congestive JJ work_nn2jolctirht5ngzd4v5ubtgmq 157 20 heart heart NN work_nn2jolctirht5ngzd4v5ubtgmq 157 21 failure failure NN work_nn2jolctirht5ngzd4v5ubtgmq 157 22 , , , work_nn2jolctirht5ngzd4v5ubtgmq 157 23 physicians physician NNS work_nn2jolctirht5ngzd4v5ubtgmq 157 24 may may MD work_nn2jolctirht5ngzd4v5ubtgmq 157 25 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 157 26 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 157 27 inclined incline VBN work_nn2jolctirht5ngzd4v5ubtgmq 157 28 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 157 29 code code VB work_nn2jolctirht5ngzd4v5ubtgmq 157 30 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 157 31 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 157 32 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 157 33 such such PDT work_nn2jolctirht5ngzd4v5ubtgmq 157 34 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 157 35 circumstance circumstance NN work_nn2jolctirht5ngzd4v5ubtgmq 157 36 . . . work_nn2jolctirht5ngzd4v5ubtgmq 158 1 It -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 158 2 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 158 3 been be VBN work_nn2jolctirht5ngzd4v5ubtgmq 158 4 shown show VBN work_nn2jolctirht5ngzd4v5ubtgmq 158 5 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 158 6 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 158 7 physicians physician NNS work_nn2jolctirht5ngzd4v5ubtgmq 158 8 see see VBP work_nn2jolctirht5ngzd4v5ubtgmq 158 9 patients patient NNS work_nn2jolctirht5ngzd4v5ubtgmq 158 10 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 158 11 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 158 12 pressing press VBG work_nn2jolctirht5ngzd4v5ubtgmq 158 13 prob- prob- JJ work_nn2jolctirht5ngzd4v5ubtgmq 158 14 lems lem NNS work_nn2jolctirht5ngzd4v5ubtgmq 158 15 they -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 158 16 often often RB work_nn2jolctirht5ngzd4v5ubtgmq 158 17 do do VBP work_nn2jolctirht5ngzd4v5ubtgmq 158 18 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 158 19 code code VB work_nn2jolctirht5ngzd4v5ubtgmq 158 20 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 158 21 pressing press VBG work_nn2jolctirht5ngzd4v5ubtgmq 158 22 problems problem NNS work_nn2jolctirht5ngzd4v5ubtgmq 158 23 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 158 24 32 32 CD work_nn2jolctirht5ngzd4v5ubtgmq 158 25 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 158 26 . . . work_nn2jolctirht5ngzd4v5ubtgmq 159 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 159 2 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 159 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 159 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 159 5 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 159 6 was be VBD work_nn2jolctirht5ngzd4v5ubtgmq 159 7 relatively relatively RB work_nn2jolctirht5ngzd4v5ubtgmq 159 8 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 159 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 159 10 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 159 11 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 159 12 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 159 13 validated validate VBN work_nn2jolctirht5ngzd4v5ubtgmq 159 14 against against IN work_nn2jolctirht5ngzd4v5ubtgmq 159 15 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 159 16 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 159 17 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 159 18 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 159 19 highest high JJS work_nn2jolctirht5ngzd4v5ubtgmq 159 20 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 159 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 160 1 As as IN work_nn2jolctirht5ngzd4v5ubtgmq 160 2 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 160 3 result result NN work_nn2jolctirht5ngzd4v5ubtgmq 160 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 160 5 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 160 6 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 160 7 ra- ra- VBD work_nn2jolctirht5ngzd4v5ubtgmq 160 8 tios tio NNS work_nn2jolctirht5ngzd4v5ubtgmq 160 9 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 160 10 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 160 11 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 160 12 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 160 13 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 160 14 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 160 15 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 160 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 160 17 ref- ref- JJ work_nn2jolctirht5ngzd4v5ubtgmq 160 18 erence erence NN work_nn2jolctirht5ngzd4v5ubtgmq 160 19 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 160 20 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 160 21 very very RB work_nn2jolctirht5ngzd4v5ubtgmq 160 22 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 160 23 . . . work_nn2jolctirht5ngzd4v5ubtgmq 161 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 161 2 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 161 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 161 4 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 161 5 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 161 6 validated validate VBD work_nn2jolctirht5ngzd4v5ubtgmq 161 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 161 8 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 161 9 against against IN work_nn2jolctirht5ngzd4v5ubtgmq 161 10 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 161 11 cri- cri- NNP work_nn2jolctirht5ngzd4v5ubtgmq 161 12 teria teria NNP work_nn2jolctirht5ngzd4v5ubtgmq 161 13 might may MD work_nn2jolctirht5ngzd4v5ubtgmq 161 14 have have VB work_nn2jolctirht5ngzd4v5ubtgmq 161 15 been be VBN work_nn2jolctirht5ngzd4v5ubtgmq 161 16 lower low JJR work_nn2jolctirht5ngzd4v5ubtgmq 161 17 because because IN work_nn2jolctirht5ngzd4v5ubtgmq 161 18 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 161 19 classification classification NN work_nn2jolctirht5ngzd4v5ubtgmq 161 20 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 161 21 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 161 22 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 161 23 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 161 24 stringent stringent JJ work_nn2jolctirht5ngzd4v5ubtgmq 161 25 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 161 26 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 161 27 widely widely RB work_nn2jolctirht5ngzd4v5ubtgmq 161 28 used use VBN work_nn2jolctirht5ngzd4v5ubtgmq 161 29 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 161 30 clin- clin- JJ work_nn2jolctirht5ngzd4v5ubtgmq 161 31 ical ical JJ work_nn2jolctirht5ngzd4v5ubtgmq 161 32 settings setting NNS work_nn2jolctirht5ngzd4v5ubtgmq 161 33 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 161 34 diagnose diagnose VB work_nn2jolctirht5ngzd4v5ubtgmq 161 35 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 161 36 . . . work_nn2jolctirht5ngzd4v5ubtgmq 162 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 162 2 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 162 3 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 162 4 had have VBD work_nn2jolctirht5ngzd4v5ubtgmq 162 5 lower low JJR work_nn2jolctirht5ngzd4v5ubtgmq 162 6 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 162 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 162 8 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 162 9 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 162 10 compared compare VBN work_nn2jolctirht5ngzd4v5ubtgmq 162 11 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 162 12 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 162 13 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 162 14 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 162 15 algo- algo- JJ work_nn2jolctirht5ngzd4v5ubtgmq 162 16 rithms rithms NN work_nn2jolctirht5ngzd4v5ubtgmq 162 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 163 1 Therefore therefore RB work_nn2jolctirht5ngzd4v5ubtgmq 163 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 163 3 when when WRB work_nn2jolctirht5ngzd4v5ubtgmq 163 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 163 5 purpose purpose NN work_nn2jolctirht5ngzd4v5ubtgmq 163 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 163 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 163 8 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 163 9 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 163 10 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 163 11 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 163 12 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 163 13 recruit recruit VB work_nn2jolctirht5ngzd4v5ubtgmq 163 14 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 163 15 patient patient JJ work_nn2jolctirht5ngzd4v5ubtgmq 163 16 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 163 17 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 163 18 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 163 19 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 163 20 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 163 21 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 163 22 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 163 23 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 163 24 treatment treatment NN work_nn2jolctirht5ngzd4v5ubtgmq 163 25 trial trial NN work_nn2jolctirht5ngzd4v5ubtgmq 163 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 163 27 it -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 163 28 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 163 29 crucial crucial JJ work_nn2jolctirht5ngzd4v5ubtgmq 163 30 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 163 31 each each DT work_nn2jolctirht5ngzd4v5ubtgmq 163 32 subject subject NN work_nn2jolctirht5ngzd4v5ubtgmq 163 33 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 163 34 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 163 35 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 163 36 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 163 37 question question NN work_nn2jolctirht5ngzd4v5ubtgmq 163 38 . . . work_nn2jolctirht5ngzd4v5ubtgmq 164 1 Thus thus RB work_nn2jolctirht5ngzd4v5ubtgmq 164 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 164 3 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 164 4 al- al- NN work_nn2jolctirht5ngzd4v5ubtgmq 164 5 gorithms gorithms NNP work_nn2jolctirht5ngzd4v5ubtgmq 164 6 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 164 7 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 164 8 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 164 9 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 164 10 most most RBS work_nn2jolctirht5ngzd4v5ubtgmq 164 11 useful useful JJ work_nn2jolctirht5ngzd4v5ubtgmq 164 12 . . . work_nn2jolctirht5ngzd4v5ubtgmq 165 1 However however RB work_nn2jolctirht5ngzd4v5ubtgmq 165 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 165 3 if if IN work_nn2jolctirht5ngzd4v5ubtgmq 165 4 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 165 5 aim aim NN work_nn2jolctirht5ngzd4v5ubtgmq 165 6 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 165 7 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 165 8 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 165 9 all all DT work_nn2jolctirht5ngzd4v5ubtgmq 165 10 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 11 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 165 12 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 165 13 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 165 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 165 15 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 16 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 165 17 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 165 18 screening screening NN work_nn2jolctirht5ngzd4v5ubtgmq 165 19 program program NN work_nn2jolctirht5ngzd4v5ubtgmq 165 20 , , , work_nn2jolctirht5ngzd4v5ubtgmq 165 21 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 165 22 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 23 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 165 24 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 165 25 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 26 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 165 27 may may MD work_nn2jolctirht5ngzd4v5ubtgmq 165 28 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 165 29 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 165 30 useful useful JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 31 – – : work_nn2jolctirht5ngzd4v5ubtgmq 165 32 especially especially RB work_nn2jolctirht5ngzd4v5ubtgmq 165 33 if if IN work_nn2jolctirht5ngzd4v5ubtgmq 165 34 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 165 35 sec- sec- JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 36 ond ond NN work_nn2jolctirht5ngzd4v5ubtgmq 165 37 , , , work_nn2jolctirht5ngzd4v5ubtgmq 165 38 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 165 39 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 40 can can MD work_nn2jolctirht5ngzd4v5ubtgmq 165 41 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 165 42 applied apply VBN work_nn2jolctirht5ngzd4v5ubtgmq 165 43 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 165 44 those those DT work_nn2jolctirht5ngzd4v5ubtgmq 165 45 that that DT work_nn2jolctirht5ngzd4v5ubtgmq 165 46 screen screen NN work_nn2jolctirht5ngzd4v5ubtgmq 165 47 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 48 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 165 49 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 165 50 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 165 51 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 165 52 order order NN work_nn2jolctirht5ngzd4v5ubtgmq 165 53 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 165 54 reduce reduce VB work_nn2jolctirht5ngzd4v5ubtgmq 165 55 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 165 56 number number NN work_nn2jolctirht5ngzd4v5ubtgmq 165 57 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 165 58 false false JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 59 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 165 60 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 165 61 . . . work_nn2jolctirht5ngzd4v5ubtgmq 166 1 Limitations limitation NNS work_nn2jolctirht5ngzd4v5ubtgmq 166 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 166 3 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 166 4 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 166 5 include include VBP work_nn2jolctirht5ngzd4v5ubtgmq 166 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 166 7 exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 166 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 166 9 stud- stud- NNP work_nn2jolctirht5ngzd4v5ubtgmq 166 10 ies ie NNS work_nn2jolctirht5ngzd4v5ubtgmq 166 11 written write VBN work_nn2jolctirht5ngzd4v5ubtgmq 166 12 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 166 13 languages language NNS work_nn2jolctirht5ngzd4v5ubtgmq 166 14 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 166 15 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 166 16 English English NNP work_nn2jolctirht5ngzd4v5ubtgmq 166 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 167 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 167 2 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 167 3 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 167 4 report report VB work_nn2jolctirht5ngzd4v5ubtgmq 167 5 Youden Youden NNP work_nn2jolctirht5ngzd4v5ubtgmq 167 6 index index NN work_nn2jolctirht5ngzd4v5ubtgmq 167 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 167 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 167 9 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 167 10 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 167 11 only only RB work_nn2jolctirht5ngzd4v5ubtgmq 167 12 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 167 13 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 167 14 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 167 15 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 167 16 statistic statistic NN work_nn2jolctirht5ngzd4v5ubtgmq 167 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 168 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 168 2 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 168 3 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 168 4 include include VB work_nn2jolctirht5ngzd4v5ubtgmq 168 5 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 168 6 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 168 7 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 168 8 only only RB work_nn2jolctirht5ngzd4v5ubtgmq 168 9 Kappa Kappa NNP work_nn2jolctirht5ngzd4v5ubtgmq 168 10 values value NNS work_nn2jolctirht5ngzd4v5ubtgmq 168 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 168 12 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 168 13 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 168 14 lacked lack VBD work_nn2jolctirht5ngzd4v5ubtgmq 168 15 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 168 16 information information NN work_nn2jolctirht5ngzd4v5ubtgmq 168 17 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 168 18 compute compute VB work_nn2jolctirht5ngzd4v5ubtgmq 168 19 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 168 20 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 168 21 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 168 22 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 168 23 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 168 24 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 168 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 169 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 169 2 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 169 3 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 169 4 include include VB work_nn2jolctirht5ngzd4v5ubtgmq 169 5 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 169 6 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 169 7 radiographs radiograph NNS work_nn2jolctirht5ngzd4v5ubtgmq 169 8 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 169 9 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 169 10 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 169 11 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 169 12 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 169 13 radiographs radiograph NNS work_nn2jolctirht5ngzd4v5ubtgmq 169 14 can can MD work_nn2jolctirht5ngzd4v5ubtgmq 169 15 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 169 16 both both CC work_nn2jolctirht5ngzd4v5ubtgmq 169 17 insensitive insensitive JJ work_nn2jolctirht5ngzd4v5ubtgmq 169 18 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 169 19 non non JJ work_nn2jolctirht5ngzd4v5ubtgmq 169 20 - - JJ work_nn2jolctirht5ngzd4v5ubtgmq 169 21 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 169 22 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 169 23 persons person NNS work_nn2jolctirht5ngzd4v5ubtgmq 169 24 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 169 25 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 169 26 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 169 27 33–35 33–35 NNP work_nn2jolctirht5ngzd4v5ubtgmq 169 28 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 169 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 170 1 As as IN work_nn2jolctirht5ngzd4v5ubtgmq 170 2 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 170 3 conse- conse- NN work_nn2jolctirht5ngzd4v5ubtgmq 170 4 quence quence NN work_nn2jolctirht5ngzd4v5ubtgmq 170 5 diagnoses diagnosis NNS work_nn2jolctirht5ngzd4v5ubtgmq 170 6 made make VBN work_nn2jolctirht5ngzd4v5ubtgmq 170 7 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 170 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 170 9 basis basis NN work_nn2jolctirht5ngzd4v5ubtgmq 170 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 170 11 radiographic radiographic NNP work_nn2jolctirht5ngzd4v5ubtgmq 170 12 find- find- NN work_nn2jolctirht5ngzd4v5ubtgmq 170 13 ings ing NNS work_nn2jolctirht5ngzd4v5ubtgmq 170 14 may may MD work_nn2jolctirht5ngzd4v5ubtgmq 170 15 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 170 16 inaccurate inaccurate JJ work_nn2jolctirht5ngzd4v5ubtgmq 170 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 171 1 Such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 171 2 misclassification misclassification NN work_nn2jolctirht5ngzd4v5ubtgmq 171 3 would would MD work_nn2jolctirht5ngzd4v5ubtgmq 171 4 bias bias VB work_nn2jolctirht5ngzd4v5ubtgmq 171 5 findings finding NNS work_nn2jolctirht5ngzd4v5ubtgmq 171 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 171 7 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 171 8 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 171 9 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 171 10 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 171 11 null null NN work_nn2jolctirht5ngzd4v5ubtgmq 171 12 . . . work_nn2jolctirht5ngzd4v5ubtgmq 172 1 Also also RB work_nn2jolctirht5ngzd4v5ubtgmq 172 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 172 3 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 172 4 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 172 5 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 172 6 con- con- VB work_nn2jolctirht5ngzd4v5ubtgmq 172 7 duct duct VB work_nn2jolctirht5ngzd4v5ubtgmq 172 8 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 172 9 meta meta JJ work_nn2jolctirht5ngzd4v5ubtgmq 172 10 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 172 11 analysis analysis NN work_nn2jolctirht5ngzd4v5ubtgmq 172 12 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 172 13 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 172 14 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 172 15 accuracies accuracy NNS work_nn2jolctirht5ngzd4v5ubtgmq 172 16 due due JJ work_nn2jolctirht5ngzd4v5ubtgmq 172 17 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 172 18 substantial substantial JJ work_nn2jolctirht5ngzd4v5ubtgmq 172 19 heterogeneity heterogeneity NN work_nn2jolctirht5ngzd4v5ubtgmq 172 20 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 172 21 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 172 22 methodologies methodology NNS work_nn2jolctirht5ngzd4v5ubtgmq 172 23 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 172 24 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 172 25 in- in- RB work_nn2jolctirht5ngzd4v5ubtgmq 172 26 cluded clude VBN work_nn2jolctirht5ngzd4v5ubtgmq 172 27 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 172 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 173 1 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 173 2 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 173 3 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 173 4 select select VB work_nn2jolctirht5ngzd4v5ubtgmq 173 5 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 173 6 based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 173 7 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 173 8 site site NN work_nn2jolctirht5ngzd4v5ubtgmq 173 9 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 173 10 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 173 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 173 12 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 173 13 majority majority NN work_nn2jolctirht5ngzd4v5ubtgmq 173 14 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 173 15 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 173 16 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 173 17 did do VBD work_nn2jolctirht5ngzd4v5ubtgmq 173 18 not not RB work_nn2jolctirht5ngzd4v5ubtgmq 173 19 specify specify VB work_nn2jolctirht5ngzd4v5ubtgmq 173 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 173 21 site site NN work_nn2jolctirht5ngzd4v5ubtgmq 173 22 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 173 23 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 173 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 174 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 174 2 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 174 3 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 174 4 heterogeneous heterogeneous JJ work_nn2jolctirht5ngzd4v5ubtgmq 174 5 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 174 6 respect respect NN work_nn2jolctirht5ngzd4v5ubtgmq 174 7 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 174 8 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 174 9 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 174 10 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 174 11 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 175 1 age age NN work_nn2jolctirht5ngzd4v5ubtgmq 175 2 range range NNP work_nn2jolctirht5ngzd4v5ubtgmq 175 3 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 175 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 175 5 settings setting NNS work_nn2jolctirht5ngzd4v5ubtgmq 175 6 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 175 7 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 176 1 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 176 2 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 176 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 176 4 specialty specialty NN work_nn2jolctirht5ngzd4v5ubtgmq 176 5 clinics clinic NNS work_nn2jolctirht5ngzd4v5ubtgmq 176 6 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 176 7 , , , work_nn2jolctirht5ngzd4v5ubtgmq 176 8 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 176 9 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 176 10 data data NN work_nn2jolctirht5ngzd4v5ubtgmq 176 11 sources source NNS work_nn2jolctirht5ngzd4v5ubtgmq 176 12 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 176 13 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 177 1 Medicare Medicare NNP work_nn2jolctirht5ngzd4v5ubtgmq 177 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 177 3 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 177 4 maintenance maintenance NN work_nn2jolctirht5ngzd4v5ubtgmq 177 5 organization organization NNP work_nn2jolctirht5ngzd4v5ubtgmq 177 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 177 7 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 177 8 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 177 9 surveillance surveillance NN work_nn2jolctirht5ngzd4v5ubtgmq 177 10 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 177 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 177 12 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 177 13 state state NN work_nn2jolctirht5ngzd4v5ubtgmq 177 14 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 177 15 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 177 16 . . . work_nn2jolctirht5ngzd4v5ubtgmq 178 1 These these DT work_nn2jolctirht5ngzd4v5ubtgmq 178 2 differences difference NNS work_nn2jolctirht5ngzd4v5ubtgmq 178 3 enhance enhance VBP work_nn2jolctirht5ngzd4v5ubtgmq 178 4 generalizability generalizability NN work_nn2jolctirht5ngzd4v5ubtgmq 178 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 178 6 findings finding NNS work_nn2jolctirht5ngzd4v5ubtgmq 178 7 but but CC work_nn2jolctirht5ngzd4v5ubtgmq 178 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 178 9 heterogeneity heterogeneity NN work_nn2jolctirht5ngzd4v5ubtgmq 178 10 precludes preclude VBZ work_nn2jolctirht5ngzd4v5ubtgmq 178 11 formal formal JJ work_nn2jolctirht5ngzd4v5ubtgmq 178 12 quantitative quantitative JJ work_nn2jolctirht5ngzd4v5ubtgmq 178 13 synthesis synthesis NN work_nn2jolctirht5ngzd4v5ubtgmq 178 14 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 178 15 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 178 16 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 178 17 findings finding NNS work_nn2jolctirht5ngzd4v5ubtgmq 178 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 179 1 Finally finally RB work_nn2jolctirht5ngzd4v5ubtgmq 179 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 179 3 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 179 4 recognize recognize VBP work_nn2jolctirht5ngzd4v5ubtgmq 179 5 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 179 6 each each DT work_nn2jolctirht5ngzd4v5ubtgmq 179 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 179 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 179 9 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 179 10 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 179 11 used use VBN work_nn2jolctirht5ngzd4v5ubtgmq 179 12 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 179 13 these these DT work_nn2jolctirht5ngzd4v5ubtgmq 179 14 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 179 15 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 179 16 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 179 17 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 179 18 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 179 19 , , , work_nn2jolctirht5ngzd4v5ubtgmq 179 20 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 179 21 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 179 22 , , , work_nn2jolctirht5ngzd4v5ubtgmq 179 23 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 179 24 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 179 25 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 179 26 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 179 27 advantages advantage NNS work_nn2jolctirht5ngzd4v5ubtgmq 179 28 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 179 29 drawbacks drawback NNS work_nn2jolctirht5ngzd4v5ubtgmq 179 30 . . . work_nn2jolctirht5ngzd4v5ubtgmq 180 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 180 2 observation observation NN work_nn2jolctirht5ngzd4v5ubtgmq 180 3 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 180 4 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 180 5 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 180 6 were be VBD work_nn2jolctirht5ngzd4v5ubtgmq 180 7 less less RBR work_nn2jolctirht5ngzd4v5ubtgmq 180 8 sensitive sensitive JJ work_nn2jolctirht5ngzd4v5ubtgmq 180 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 180 10 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 180 11 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 180 12 across across IN work_nn2jolctirht5ngzd4v5ubtgmq 180 13 multiple multiple JJ work_nn2jolctirht5ngzd4v5ubtgmq 180 14 refer- refer- JJ work_nn2jolctirht5ngzd4v5ubtgmq 180 15 ence ence NN work_nn2jolctirht5ngzd4v5ubtgmq 180 16 standards standard NNS work_nn2jolctirht5ngzd4v5ubtgmq 180 17 supports support VBZ work_nn2jolctirht5ngzd4v5ubtgmq 180 18 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 180 19 robustness robustness NN work_nn2jolctirht5ngzd4v5ubtgmq 180 20 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 180 21 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 180 22 finding finding NN work_nn2jolctirht5ngzd4v5ubtgmq 180 23 . . . work_nn2jolctirht5ngzd4v5ubtgmq 181 1 Conclusions Conclusions NNP work_nn2jolctirht5ngzd4v5ubtgmq 181 2 Administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 181 3 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 181 4 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 181 5 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 181 6 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 181 7 case case NN work_nn2jolctirht5ngzd4v5ubtgmq 181 8 defini- defini- NN work_nn2jolctirht5ngzd4v5ubtgmq 181 9 tions tion NNS work_nn2jolctirht5ngzd4v5ubtgmq 181 10 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 181 11 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 181 12 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 181 13 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 181 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 181 15 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 181 16 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 181 17 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 181 18 whereas whereas IN work_nn2jolctirht5ngzd4v5ubtgmq 181 19 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 181 20 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 181 21 less less JJR work_nn2jolctirht5ngzd4v5ubtgmq 181 22 restrictive restrictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 181 23 case case NN work_nn2jolctirht5ngzd4v5ubtgmq 181 24 definition definition NN work_nn2jolctirht5ngzd4v5ubtgmq 181 25 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 181 26 more more RBR work_nn2jolctirht5ngzd4v5ubtgmq 181 27 sensitive sensitive JJ work_nn2jolctirht5ngzd4v5ubtgmq 181 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 182 1 In in IN work_nn2jolctirht5ngzd4v5ubtgmq 182 2 general general JJ work_nn2jolctirht5ngzd4v5ubtgmq 182 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 182 4 published publish VBN work_nn2jolctirht5ngzd4v5ubtgmq 182 5 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 182 6 designed design VBN work_nn2jolctirht5ngzd4v5ubtgmq 182 7 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 182 8 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 182 9 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 182 10 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 182 11 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 182 12 have have VBP work_nn2jolctirht5ngzd4v5ubtgmq 182 13 low low JJ work_nn2jolctirht5ngzd4v5ubtgmq 182 14 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 182 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 182 16 missing miss VBG work_nn2jolctirht5ngzd4v5ubtgmq 182 17 more more JJR work_nn2jolctirht5ngzd4v5ubtgmq 182 18 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 182 19 half half PDT work_nn2jolctirht5ngzd4v5ubtgmq 182 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 182 21 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 182 22 . . . work_nn2jolctirht5ngzd4v5ubtgmq 183 1 Algorithms Algorithms NNP work_nn2jolctirht5ngzd4v5ubtgmq 183 2 assessed assess VBD work_nn2jolctirht5ngzd4v5ubtgmq 183 3 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 183 4 refer- refer- JJ work_nn2jolctirht5ngzd4v5ubtgmq 183 5 ence ence NN work_nn2jolctirht5ngzd4v5ubtgmq 183 6 standard standard NN work_nn2jolctirht5ngzd4v5ubtgmq 183 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 183 8 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 183 9 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 183 10 have have VBP work_nn2jolctirht5ngzd4v5ubtgmq 183 11 higher high JJR work_nn2jolctirht5ngzd4v5ubtgmq 183 12 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 183 13 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 183 14 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 183 15 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 183 16 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 183 17 assessed assess VBD work_nn2jolctirht5ngzd4v5ubtgmq 183 18 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 183 19 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 183 20 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 183 21 self self NN work_nn2jolctirht5ngzd4v5ubtgmq 183 22 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 183 23 reported report VBN work_nn2jolctirht5ngzd4v5ubtgmq 183 24 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 183 25 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 183 26 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 183 27 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 183 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 184 1 Our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 184 2 assessment assessment NN work_nn2jolctirht5ngzd4v5ubtgmq 184 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 184 4 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 184 5 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 184 6 revealed reveal VBN work_nn2jolctirht5ngzd4v5ubtgmq 184 7 variable variable JJ work_nn2jolctirht5ngzd4v5ubtgmq 184 8 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 184 9 sparse sparse JJ work_nn2jolctirht5ngzd4v5ubtgmq 184 10 reporting reporting NN work_nn2jolctirht5ngzd4v5ubtgmq 184 11 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 184 12 sev- sev- JJ work_nn2jolctirht5ngzd4v5ubtgmq 184 13 eral eral JJ work_nn2jolctirht5ngzd4v5ubtgmq 184 14 key key JJ work_nn2jolctirht5ngzd4v5ubtgmq 184 15 methodological methodological JJ work_nn2jolctirht5ngzd4v5ubtgmq 184 16 features feature NNS work_nn2jolctirht5ngzd4v5ubtgmq 184 17 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 184 18 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 184 19 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 184 20 severity severity NN work_nn2jolctirht5ngzd4v5ubtgmq 184 21 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 184 22 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 184 23 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 184 24 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 184 25 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 184 26 underlying underlie VBG work_nn2jolctirht5ngzd4v5ubtgmq 184 27 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 184 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 185 1 Our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 185 2 work work NN work_nn2jolctirht5ngzd4v5ubtgmq 185 3 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 185 4 implications implication NNS work_nn2jolctirht5ngzd4v5ubtgmq 185 5 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 185 6 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 185 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 185 8 policy policy NN work_nn2jolctirht5ngzd4v5ubtgmq 185 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 186 1 From from IN work_nn2jolctirht5ngzd4v5ubtgmq 186 2 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 186 3 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 186 4 standpoint standpoint NN work_nn2jolctirht5ngzd4v5ubtgmq 186 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 186 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 186 7 most most RBS work_nn2jolctirht5ngzd4v5ubtgmq 186 8 appropriate appropriate JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 9 algo- algo- JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 10 rithm rithm NN work_nn2jolctirht5ngzd4v5ubtgmq 186 11 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 186 12 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 186 13 particular particular JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 14 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 186 15 will will MD work_nn2jolctirht5ngzd4v5ubtgmq 186 16 depend depend VB work_nn2jolctirht5ngzd4v5ubtgmq 186 17 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 186 18 whether whether IN work_nn2jolctirht5ngzd4v5ubtgmq 186 19 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 186 20 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 186 21 would would MD work_nn2jolctirht5ngzd4v5ubtgmq 186 22 best best RB work_nn2jolctirht5ngzd4v5ubtgmq 186 23 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 186 24 served serve VBN work_nn2jolctirht5ngzd4v5ubtgmq 186 25 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 186 26 optimizing optimize VBG work_nn2jolctirht5ngzd4v5ubtgmq 186 27 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 186 28 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 186 29 missing miss VBG work_nn2jolctirht5ngzd4v5ubtgmq 186 30 as as RB work_nn2jolctirht5ngzd4v5ubtgmq 186 31 few few JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 32 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 186 33 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 186 34 possible possible JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 35 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 186 36 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 186 37 optimizing optimize VBG work_nn2jolctirht5ngzd4v5ubtgmq 186 38 positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 39 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 186 40 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 186 41 Number number NN work_nn2jolctirht5ngzd4v5ubtgmq 186 42 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 186 43 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 186 44 meeting meet VBG work_nn2jolctirht5ngzd4v5ubtgmq 186 45 individual individual JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 46 STARD STARD NNP work_nn2jolctirht5ngzd4v5ubtgmq 186 47 modified modify VBD work_nn2jolctirht5ngzd4v5ubtgmq 186 48 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 186 49 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 186 50 validating validate VBG work_nn2jolctirht5ngzd4v5ubtgmq 186 51 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 186 52 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 53 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 186 54 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 186 55 Continued continued JJ work_nn2jolctirht5ngzd4v5ubtgmq 186 56 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 186 57 Likelihood Likelihood NNP work_nn2jolctirht5ngzd4v5ubtgmq 186 58 ratios ratio VBZ work_nn2jolctirht5ngzd4v5ubtgmq 186 59 1/7 1/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 186 60 kappa kappa NN work_nn2jolctirht5ngzd4v5ubtgmq 186 61 4/7 4/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 186 62 Area area NN work_nn2jolctirht5ngzd4v5ubtgmq 186 63 under under IN work_nn2jolctirht5ngzd4v5ubtgmq 186 64 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 186 65 ROC ROC NNP work_nn2jolctirht5ngzd4v5ubtgmq 186 66 curve curve NN work_nn2jolctirht5ngzd4v5ubtgmq 186 67 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 186 68 C c NN work_nn2jolctirht5ngzd4v5ubtgmq 186 69 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 186 70 statistic statistic NN work_nn2jolctirht5ngzd4v5ubtgmq 186 71 0/7 0/7 NNP work_nn2jolctirht5ngzd4v5ubtgmq 186 72 Accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 186 73 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 186 74 agreement agreement NN work_nn2jolctirht5ngzd4v5ubtgmq 186 75 1/7 1/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 186 76 Report Report NNP work_nn2jolctirht5ngzd4v5ubtgmq 186 77 accuracy accuracy NN work_nn2jolctirht5ngzd4v5ubtgmq 186 78 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 186 79 subgroups subgroup NNS work_nn2jolctirht5ngzd4v5ubtgmq 186 80 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 186 81 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 187 1 age age NN work_nn2jolctirht5ngzd4v5ubtgmq 187 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 187 3 geography geography NN work_nn2jolctirht5ngzd4v5ubtgmq 187 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 187 5 differen differen NN work_nn2jolctirht5ngzd4v5ubtgmq 187 6 sex sex NN work_nn2jolctirht5ngzd4v5ubtgmq 187 7 , , , work_nn2jolctirht5ngzd4v5ubtgmq 187 8 etc etc FW work_nn2jolctirht5ngzd4v5ubtgmq 187 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 187 10 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 188 1 2/7 2/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 188 2 If if IN work_nn2jolctirht5ngzd4v5ubtgmq 188 3 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 188 4 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 188 5 NPV NPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 188 6 reported report VBD work_nn2jolctirht5ngzd4v5ubtgmq 188 7 , , , work_nn2jolctirht5ngzd4v5ubtgmq 188 8 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 188 9 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 188 10 cases case NNS work_nn2jolctirht5ngzd4v5ubtgmq 188 11 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 188 12 controls control NNS work_nn2jolctirht5ngzd4v5ubtgmq 188 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 188 14 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 188 15 cohort cohort NN work_nn2jolctirht5ngzd4v5ubtgmq 188 16 approximate approximate JJ work_nn2jolctirht5ngzd4v5ubtgmq 188 17 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 188 18 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 188 19 condition condition NN work_nn2jolctirht5ngzd4v5ubtgmq 188 20 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 188 21 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 188 22 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 188 23 2/7 2/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 188 24 Report Report NNP work_nn2jolctirht5ngzd4v5ubtgmq 188 25 95 95 CD work_nn2jolctirht5ngzd4v5ubtgmq 188 26 % % NN work_nn2jolctirht5ngzd4v5ubtgmq 188 27 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 188 28 intervals interval NNS work_nn2jolctirht5ngzd4v5ubtgmq 188 29 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 188 30 each each DT work_nn2jolctirht5ngzd4v5ubtgmq 188 31 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 188 32 measure measure NN work_nn2jolctirht5ngzd4v5ubtgmq 188 33 5/7 5/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 188 34 DISCUSSION discussion NN work_nn2jolctirht5ngzd4v5ubtgmq 188 35 : : : work_nn2jolctirht5ngzd4v5ubtgmq 188 36 Discuss discuss VB work_nn2jolctirht5ngzd4v5ubtgmq 188 37 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 188 38 applicability applicability NN work_nn2jolctirht5ngzd4v5ubtgmq 188 39 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 188 40 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 188 41 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 188 42 findings finding NNS work_nn2jolctirht5ngzd4v5ubtgmq 188 43 7/7 7/7 CD work_nn2jolctirht5ngzd4v5ubtgmq 188 44 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 188 45 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 188 46 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 188 47 . . . work_nn2jolctirht5ngzd4v5ubtgmq 189 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 189 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 189 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 189 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 189 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 189 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 189 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 189 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 189 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 189 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 189 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 189 12 10 10 CD work_nn2jolctirht5ngzd4v5ubtgmq 189 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 189 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 189 15 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 189 16 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 189 17 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 189 18 increasing increase VBG work_nn2jolctirht5ngzd4v5ubtgmq 189 19 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 189 20 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 189 21 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 189 22 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 189 23 person person NN work_nn2jolctirht5ngzd4v5ubtgmq 189 24 characterized characterize VBN work_nn2jolctirht5ngzd4v5ubtgmq 189 25 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 189 26 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 189 27 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 189 28 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 189 29 having have VBG work_nn2jolctirht5ngzd4v5ubtgmq 189 30 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 189 31 indeed indeed RB work_nn2jolctirht5ngzd4v5ubtgmq 189 32 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 189 33 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 189 34 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 189 35 . . . work_nn2jolctirht5ngzd4v5ubtgmq 190 1 Our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 190 2 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 190 3 suggest suggest VBP work_nn2jolctirht5ngzd4v5ubtgmq 190 4 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 190 5 requiring require VBG work_nn2jolctirht5ngzd4v5ubtgmq 190 6 more more JJR work_nn2jolctirht5ngzd4v5ubtgmq 190 7 than than IN work_nn2jolctirht5ngzd4v5ubtgmq 190 8 one one CD work_nn2jolctirht5ngzd4v5ubtgmq 190 9 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 190 10 outpatient outpatient NN work_nn2jolctirht5ngzd4v5ubtgmq 190 11 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 190 12 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 190 13 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 190 14 specialized specialize VBN work_nn2jolctirht5ngzd4v5ubtgmq 190 15 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 190 16 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 190 17 e.g. e.g. RB work_nn2jolctirht5ngzd4v5ubtgmq 191 1 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 191 2 pharmacy pharmacy NN work_nn2jolctirht5ngzd4v5ubtgmq 191 3 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 191 4 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 191 5 hospitalization hospitalization NN work_nn2jolctirht5ngzd4v5ubtgmq 191 6 claim claim NN work_nn2jolctirht5ngzd4v5ubtgmq 191 7 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 191 8 will will MD work_nn2jolctirht5ngzd4v5ubtgmq 191 9 increase increase VB work_nn2jolctirht5ngzd4v5ubtgmq 191 10 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 191 11 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 191 12 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 191 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 191 14 whereas whereas IN work_nn2jolctirht5ngzd4v5ubtgmq 191 15 requiring require VBG work_nn2jolctirht5ngzd4v5ubtgmq 191 16 simply simply RB work_nn2jolctirht5ngzd4v5ubtgmq 191 17 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 191 18 single single JJ work_nn2jolctirht5ngzd4v5ubtgmq 191 19 outpatient outpatient NN work_nn2jolctirht5ngzd4v5ubtgmq 191 20 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 191 21 code code NN work_nn2jolctirht5ngzd4v5ubtgmq 191 22 will will MD work_nn2jolctirht5ngzd4v5ubtgmq 191 23 enhance enhance VB work_nn2jolctirht5ngzd4v5ubtgmq 191 24 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 191 25 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 191 26 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 191 27 expense expense NN work_nn2jolctirht5ngzd4v5ubtgmq 191 28 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 191 29 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 191 30 . . . work_nn2jolctirht5ngzd4v5ubtgmq 192 1 From from IN work_nn2jolctirht5ngzd4v5ubtgmq 192 2 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 192 3 policy policy NN work_nn2jolctirht5ngzd4v5ubtgmq 192 4 standpoint standpoint NN work_nn2jolctirht5ngzd4v5ubtgmq 192 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 192 6 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 192 7 circumstances circumstance NNS work_nn2jolctirht5ngzd4v5ubtgmq 192 8 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 192 9 employ employ VBP work_nn2jolctirht5ngzd4v5ubtgmq 192 10 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 192 11 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 192 12 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 192 13 portray portray VB work_nn2jolctirht5ngzd4v5ubtgmq 192 14 burden burden NN work_nn2jolctirht5ngzd4v5ubtgmq 192 15 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 192 16 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 192 17 without without IN work_nn2jolctirht5ngzd4v5ubtgmq 192 18 actually actually RB work_nn2jolctirht5ngzd4v5ubtgmq 192 19 intervening intervene VBG work_nn2jolctirht5ngzd4v5ubtgmq 192 20 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 192 21 individuals individual NNS work_nn2jolctirht5ngzd4v5ubtgmq 192 22 , , , work_nn2jolctirht5ngzd4v5ubtgmq 192 23 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 192 24 overall overall JJ work_nn2jolctirht5ngzd4v5ubtgmq 192 25 level level NN work_nn2jolctirht5ngzd4v5ubtgmq 192 26 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 192 27 misclassification misclassification NN work_nn2jolctirht5ngzd4v5ubtgmq 192 28 may may MD work_nn2jolctirht5ngzd4v5ubtgmq 192 29 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 192 30 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 192 31 most most RBS work_nn2jolctirht5ngzd4v5ubtgmq 192 32 relevant relevant JJ work_nn2jolctirht5ngzd4v5ubtgmq 192 33 parameter parameter NN work_nn2jolctirht5ngzd4v5ubtgmq 192 34 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 192 35 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 192 36 goal goal NN work_nn2jolctirht5ngzd4v5ubtgmq 192 37 would would MD work_nn2jolctirht5ngzd4v5ubtgmq 192 38 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 192 39 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 192 40 have have VB work_nn2jolctirht5ngzd4v5ubtgmq 192 41 as as RB work_nn2jolctirht5ngzd4v5ubtgmq 192 42 accurate accurate JJ work_nn2jolctirht5ngzd4v5ubtgmq 192 43 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 192 44 count count NN work_nn2jolctirht5ngzd4v5ubtgmq 192 45 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 192 46 pos- pos- VBN work_nn2jolctirht5ngzd4v5ubtgmq 192 47 sible sible NN work_nn2jolctirht5ngzd4v5ubtgmq 192 48 . . . work_nn2jolctirht5ngzd4v5ubtgmq 193 1 If if IN work_nn2jolctirht5ngzd4v5ubtgmq 193 2 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 193 3 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 193 4 is be VBZ work_nn2jolctirht5ngzd4v5ubtgmq 193 5 used use VBN work_nn2jolctirht5ngzd4v5ubtgmq 193 6 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 193 7 target target VB work_nn2jolctirht5ngzd4v5ubtgmq 193 8 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 193 9 subgroup subgroup NN work_nn2jolctirht5ngzd4v5ubtgmq 193 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 193 11 pa- pa- JJ work_nn2jolctirht5ngzd4v5ubtgmq 193 12 tients tient NNS work_nn2jolctirht5ngzd4v5ubtgmq 193 13 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 193 14 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 193 15 specific specific JJ work_nn2jolctirht5ngzd4v5ubtgmq 193 16 intervention intervention NN work_nn2jolctirht5ngzd4v5ubtgmq 193 17 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 193 18 such such JJ work_nn2jolctirht5ngzd4v5ubtgmq 193 19 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 193 20 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 193 21 prevention prevention NN work_nn2jolctirht5ngzd4v5ubtgmq 193 22 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 193 23 education education NN work_nn2jolctirht5ngzd4v5ubtgmq 193 24 program program NN work_nn2jolctirht5ngzd4v5ubtgmq 193 25 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 193 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 193 27 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 193 28 algorithm algorithm NN work_nn2jolctirht5ngzd4v5ubtgmq 193 29 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 193 30 high high JJ work_nn2jolctirht5ngzd4v5ubtgmq 193 31 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 193 32 may may MD work_nn2jolctirht5ngzd4v5ubtgmq 193 33 be be VB work_nn2jolctirht5ngzd4v5ubtgmq 193 34 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 193 35 best good JJS work_nn2jolctirht5ngzd4v5ubtgmq 193 36 approach approach NN work_nn2jolctirht5ngzd4v5ubtgmq 193 37 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 193 38 ensure ensure VB work_nn2jolctirht5ngzd4v5ubtgmq 193 39 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 193 40 program program NN work_nn2jolctirht5ngzd4v5ubtgmq 193 41 resources resource NNS work_nn2jolctirht5ngzd4v5ubtgmq 193 42 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 193 43 spent spend VBN work_nn2jolctirht5ngzd4v5ubtgmq 193 44 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 193 45 persons person NNS work_nn2jolctirht5ngzd4v5ubtgmq 193 46 who who WP work_nn2jolctirht5ngzd4v5ubtgmq 193 47 indeed indeed RB work_nn2jolctirht5ngzd4v5ubtgmq 193 48 have have VBP work_nn2jolctirht5ngzd4v5ubtgmq 193 49 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 193 50 . . . work_nn2jolctirht5ngzd4v5ubtgmq 194 1 Additional additional JJ work_nn2jolctirht5ngzd4v5ubtgmq 194 2 file file NN work_nn2jolctirht5ngzd4v5ubtgmq 194 3 Addition addition NN work_nn2jolctirht5ngzd4v5ubtgmq 194 4 file file NN work_nn2jolctirht5ngzd4v5ubtgmq 194 5 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 194 6 : : : work_nn2jolctirht5ngzd4v5ubtgmq 194 7 Table table NN work_nn2jolctirht5ngzd4v5ubtgmq 194 8 S1 S1 NNS work_nn2jolctirht5ngzd4v5ubtgmq 194 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 195 1 MEDLINE MEDLINE NNP work_nn2jolctirht5ngzd4v5ubtgmq 195 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 195 3 EMBASE EMBASE NNP work_nn2jolctirht5ngzd4v5ubtgmq 195 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 195 5 COCHRANE COCHRANE NNP work_nn2jolctirht5ngzd4v5ubtgmq 195 6 AND and CC work_nn2jolctirht5ngzd4v5ubtgmq 195 7 PUBMED pubmed NN work_nn2jolctirht5ngzd4v5ubtgmq 195 8 Search search NN work_nn2jolctirht5ngzd4v5ubtgmq 195 9 strategies strategy NNS work_nn2jolctirht5ngzd4v5ubtgmq 195 10 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 195 11 List list NN work_nn2jolctirht5ngzd4v5ubtgmq 195 12 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 195 13 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 195 14 strings string NNS work_nn2jolctirht5ngzd4v5ubtgmq 195 15 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 195 16 keywords keyword NNS work_nn2jolctirht5ngzd4v5ubtgmq 195 17 used use VBD work_nn2jolctirht5ngzd4v5ubtgmq 195 18 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 195 19 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 195 20 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 195 21 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 195 22 different different JJ work_nn2jolctirht5ngzd4v5ubtgmq 195 23 databases database NNS work_nn2jolctirht5ngzd4v5ubtgmq 195 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 196 1 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 196 2 DOCX DOCX NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 3 182 182 CD work_nn2jolctirht5ngzd4v5ubtgmq 196 4 kb kb NN work_nn2jolctirht5ngzd4v5ubtgmq 196 5 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 196 6 Abbreviations Abbreviations NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 7 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 8 , , , work_nn2jolctirht5ngzd4v5ubtgmq 196 9 American American NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 10 College College NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 11 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 196 12 Rheumatology Rheumatology NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 13 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 196 14 FDA FDA NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 196 16 US US NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 17 Food Food NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 18 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 196 19 Drug Drug NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 20 Administration Administration NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 21 ’s ’s '' work_nn2jolctirht5ngzd4v5ubtgmq 196 22 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 196 23 LR+ LR+ NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 24 , , , work_nn2jolctirht5ngzd4v5ubtgmq 196 25 Positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 196 26 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 196 27 ratio ratio NN work_nn2jolctirht5ngzd4v5ubtgmq 196 28 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 196 29 OA OA NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 30 , , , work_nn2jolctirht5ngzd4v5ubtgmq 196 31 Osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 196 32 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 196 33 PPV PPV NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 34 , , , work_nn2jolctirht5ngzd4v5ubtgmq 196 35 Positive positive JJ work_nn2jolctirht5ngzd4v5ubtgmq 196 36 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 196 37 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 196 38 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 196 39 PRISMA PRISMA NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 40 , , , work_nn2jolctirht5ngzd4v5ubtgmq 196 41 Preferred Preferred NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 42 Reporting Reporting NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 43 Items Items NNPS work_nn2jolctirht5ngzd4v5ubtgmq 196 44 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 196 45 Systematic Systematic NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 46 Reviews Reviews NNPS work_nn2jolctirht5ngzd4v5ubtgmq 196 47 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 196 48 Meta Meta NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 49 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 196 50 analyses analysis NNS work_nn2jolctirht5ngzd4v5ubtgmq 196 51 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 196 52 STARD STARD NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 53 , , , work_nn2jolctirht5ngzd4v5ubtgmq 196 54 Standards Standards NNPS work_nn2jolctirht5ngzd4v5ubtgmq 196 55 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 196 56 Reporting reporting NN work_nn2jolctirht5ngzd4v5ubtgmq 196 57 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 196 58 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 196 59 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 196 60 Diagnostic Diagnostic NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 61 Accuracy Accuracy NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 62 Funding Funding NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 63 Funded fund VBN work_nn2jolctirht5ngzd4v5ubtgmq 196 64 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 196 65 part part NN work_nn2jolctirht5ngzd4v5ubtgmq 196 66 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 196 67 Brigham Brigham NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 68 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 196 69 Women Women NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 70 ’s ’s POS work_nn2jolctirht5ngzd4v5ubtgmq 196 71 Hospital Hospital NNP work_nn2jolctirht5ngzd4v5ubtgmq 196 72 . . . work_nn2jolctirht5ngzd4v5ubtgmq 197 1 Availability availability NN work_nn2jolctirht5ngzd4v5ubtgmq 197 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 197 3 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 197 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 197 5 materials material NNS work_nn2jolctirht5ngzd4v5ubtgmq 197 6 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 197 7 datasets dataset NNS work_nn2jolctirht5ngzd4v5ubtgmq 197 8 supporting support VBG work_nn2jolctirht5ngzd4v5ubtgmq 197 9 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 197 10 conclusions conclusion NNS work_nn2jolctirht5ngzd4v5ubtgmq 197 11 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 197 12 this this DT work_nn2jolctirht5ngzd4v5ubtgmq 197 13 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 197 14 are be VBP work_nn2jolctirht5ngzd4v5ubtgmq 197 15 included include VBN work_nn2jolctirht5ngzd4v5ubtgmq 197 16 within within IN work_nn2jolctirht5ngzd4v5ubtgmq 197 17 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 197 18 article article NN work_nn2jolctirht5ngzd4v5ubtgmq 197 19 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 197 20 its -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 197 21 additional additional JJ work_nn2jolctirht5ngzd4v5ubtgmq 197 22 file file NN work_nn2jolctirht5ngzd4v5ubtgmq 197 23 . . . work_nn2jolctirht5ngzd4v5ubtgmq 198 1 Authors author NNS work_nn2jolctirht5ngzd4v5ubtgmq 198 2 ’ ’ POS work_nn2jolctirht5ngzd4v5ubtgmq 198 3 contributions contribution NNS work_nn2jolctirht5ngzd4v5ubtgmq 198 4 JNK JNK NNP work_nn2jolctirht5ngzd4v5ubtgmq 198 5 conceived conceive VBD work_nn2jolctirht5ngzd4v5ubtgmq 198 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 198 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 198 8 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 198 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 199 1 SS SS NNP work_nn2jolctirht5ngzd4v5ubtgmq 199 2 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 199 3 AJD AJD NNP work_nn2jolctirht5ngzd4v5ubtgmq 199 4 collected collect VBD work_nn2jolctirht5ngzd4v5ubtgmq 199 5 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 199 6 summarized summarize VBD work_nn2jolctirht5ngzd4v5ubtgmq 199 7 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 199 8 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 199 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 200 1 EL el NN work_nn2jolctirht5ngzd4v5ubtgmq 200 2 made make VBD work_nn2jolctirht5ngzd4v5ubtgmq 200 3 substantial substantial JJ work_nn2jolctirht5ngzd4v5ubtgmq 200 4 contributions contribution NNS work_nn2jolctirht5ngzd4v5ubtgmq 200 5 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 200 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 200 7 conception conception NN work_nn2jolctirht5ngzd4v5ubtgmq 200 8 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 200 9 design design NN work_nn2jolctirht5ngzd4v5ubtgmq 200 10 , , , work_nn2jolctirht5ngzd4v5ubtgmq 200 11 analysis analysis NN work_nn2jolctirht5ngzd4v5ubtgmq 200 12 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 200 13 interpretation interpretation NN work_nn2jolctirht5ngzd4v5ubtgmq 200 14 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 200 15 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 200 16 . . . work_nn2jolctirht5ngzd4v5ubtgmq 201 1 SS SS NNP work_nn2jolctirht5ngzd4v5ubtgmq 201 2 drafted draft VBD work_nn2jolctirht5ngzd4v5ubtgmq 201 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 201 4 manuscript manuscript NN work_nn2jolctirht5ngzd4v5ubtgmq 201 5 . . . work_nn2jolctirht5ngzd4v5ubtgmq 202 1 AJD AJD NNP work_nn2jolctirht5ngzd4v5ubtgmq 202 2 , , , work_nn2jolctirht5ngzd4v5ubtgmq 202 3 EL el NN work_nn2jolctirht5ngzd4v5ubtgmq 202 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 202 5 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 202 6 JNK JNK NNP work_nn2jolctirht5ngzd4v5ubtgmq 202 7 revised revise VBD work_nn2jolctirht5ngzd4v5ubtgmq 202 8 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 202 9 manuscript manuscript NN work_nn2jolctirht5ngzd4v5ubtgmq 202 10 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 202 11 critically critically RB work_nn2jolctirht5ngzd4v5ubtgmq 202 12 important important JJ work_nn2jolctirht5ngzd4v5ubtgmq 202 13 intellectual intellectual JJ work_nn2jolctirht5ngzd4v5ubtgmq 202 14 content content NN work_nn2jolctirht5ngzd4v5ubtgmq 202 15 . . . work_nn2jolctirht5ngzd4v5ubtgmq 203 1 All all DT work_nn2jolctirht5ngzd4v5ubtgmq 203 2 authors author NNS work_nn2jolctirht5ngzd4v5ubtgmq 203 3 read read VBP work_nn2jolctirht5ngzd4v5ubtgmq 203 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 203 5 approved approve VBD work_nn2jolctirht5ngzd4v5ubtgmq 203 6 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 203 7 final final JJ work_nn2jolctirht5ngzd4v5ubtgmq 203 8 manuscript manuscript NN work_nn2jolctirht5ngzd4v5ubtgmq 203 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 204 1 Competing compete VBG work_nn2jolctirht5ngzd4v5ubtgmq 204 2 interests interest NNS work_nn2jolctirht5ngzd4v5ubtgmq 204 3 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 204 4 authors author NNS work_nn2jolctirht5ngzd4v5ubtgmq 204 5 declare declare VBP work_nn2jolctirht5ngzd4v5ubtgmq 204 6 that that IN work_nn2jolctirht5ngzd4v5ubtgmq 204 7 they -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 204 8 have have VBP work_nn2jolctirht5ngzd4v5ubtgmq 204 9 no no DT work_nn2jolctirht5ngzd4v5ubtgmq 204 10 competing compete VBG work_nn2jolctirht5ngzd4v5ubtgmq 204 11 interests interest NNS work_nn2jolctirht5ngzd4v5ubtgmq 204 12 . . . work_nn2jolctirht5ngzd4v5ubtgmq 205 1 Consent consent NN work_nn2jolctirht5ngzd4v5ubtgmq 205 2 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 205 3 publication publication NN work_nn2jolctirht5ngzd4v5ubtgmq 205 4 Not not RB work_nn2jolctirht5ngzd4v5ubtgmq 205 5 Applicable applicable JJ work_nn2jolctirht5ngzd4v5ubtgmq 205 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 206 1 Ethics ethic NNS work_nn2jolctirht5ngzd4v5ubtgmq 206 2 approval approval NN work_nn2jolctirht5ngzd4v5ubtgmq 206 3 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 206 4 consent consent NN work_nn2jolctirht5ngzd4v5ubtgmq 206 5 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 206 6 participate participate VB work_nn2jolctirht5ngzd4v5ubtgmq 206 7 Not not RB work_nn2jolctirht5ngzd4v5ubtgmq 206 8 Applicable applicable JJ work_nn2jolctirht5ngzd4v5ubtgmq 206 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 207 1 Author author NN work_nn2jolctirht5ngzd4v5ubtgmq 207 2 details detail VBZ work_nn2jolctirht5ngzd4v5ubtgmq 207 3 1Department 1department CD work_nn2jolctirht5ngzd4v5ubtgmq 207 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 207 5 Orthopedic Orthopedic NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 6 Surgery Surgery NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 7 , , , work_nn2jolctirht5ngzd4v5ubtgmq 207 8 Orthopaedic Orthopaedic NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 207 10 Arthritis Arthritis NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 11 Center Center NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 12 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 207 13 Outcomes Outcomes NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 14 Research Research NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 207 16 Brigham Brigham NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 17 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 207 18 Women Women NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 19 ’s ’s POS work_nn2jolctirht5ngzd4v5ubtgmq 207 20 Hospital Hospital NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 21 , , , work_nn2jolctirht5ngzd4v5ubtgmq 207 22 75 75 CD work_nn2jolctirht5ngzd4v5ubtgmq 207 23 Francis Francis NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 24 St St NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 25 , , , work_nn2jolctirht5ngzd4v5ubtgmq 207 26 BC BC NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 27 4 4 CD work_nn2jolctirht5ngzd4v5ubtgmq 207 28 - - SYM work_nn2jolctirht5ngzd4v5ubtgmq 207 29 016 016 CD work_nn2jolctirht5ngzd4v5ubtgmq 207 30 , , , work_nn2jolctirht5ngzd4v5ubtgmq 207 31 Boston Boston NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 32 , , , work_nn2jolctirht5ngzd4v5ubtgmq 207 33 MA MA NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 34 02115 02115 CD work_nn2jolctirht5ngzd4v5ubtgmq 207 35 , , , work_nn2jolctirht5ngzd4v5ubtgmq 207 36 USA USA NNP work_nn2jolctirht5ngzd4v5ubtgmq 207 37 . . . work_nn2jolctirht5ngzd4v5ubtgmq 208 1 2Harvard 2harvard CD work_nn2jolctirht5ngzd4v5ubtgmq 208 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 208 3 School School NNP work_nn2jolctirht5ngzd4v5ubtgmq 208 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 208 5 Boston Boston NNP work_nn2jolctirht5ngzd4v5ubtgmq 208 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 208 7 MA MA NNP work_nn2jolctirht5ngzd4v5ubtgmq 208 8 , , , work_nn2jolctirht5ngzd4v5ubtgmq 208 9 USA USA NNP work_nn2jolctirht5ngzd4v5ubtgmq 208 10 . . . work_nn2jolctirht5ngzd4v5ubtgmq 209 1 3Division 3division CD work_nn2jolctirht5ngzd4v5ubtgmq 209 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 209 3 Rheumatology Rheumatology NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 209 5 Immunology Immunology NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 6 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 209 7 Allergy Allergy NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 8 , , , work_nn2jolctirht5ngzd4v5ubtgmq 209 9 Brigham Brigham NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 10 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 209 11 Women Women NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 12 ’s ’s POS work_nn2jolctirht5ngzd4v5ubtgmq 209 13 Hospital Hospital NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 209 15 Boston Boston NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 16 , , , work_nn2jolctirht5ngzd4v5ubtgmq 209 17 MA MA NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 209 19 USA USA NNP work_nn2jolctirht5ngzd4v5ubtgmq 209 20 . . . work_nn2jolctirht5ngzd4v5ubtgmq 210 1 4Department 4department NN work_nn2jolctirht5ngzd4v5ubtgmq 210 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 210 3 Epidemiology Epidemiology NNP work_nn2jolctirht5ngzd4v5ubtgmq 210 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 210 5 Harvard Harvard NNP work_nn2jolctirht5ngzd4v5ubtgmq 210 6 School School NNP work_nn2jolctirht5ngzd4v5ubtgmq 210 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 210 8 Public Public NNP work_nn2jolctirht5ngzd4v5ubtgmq 210 9 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 210 10 , , , work_nn2jolctirht5ngzd4v5ubtgmq 210 11 Boston Boston NNP work_nn2jolctirht5ngzd4v5ubtgmq 210 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 210 13 MA MA NNP work_nn2jolctirht5ngzd4v5ubtgmq 210 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 210 15 USA USA NNP work_nn2jolctirht5ngzd4v5ubtgmq 210 16 . . . work_nn2jolctirht5ngzd4v5ubtgmq 211 1 5Department 5department NN work_nn2jolctirht5ngzd4v5ubtgmq 211 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 211 3 Biostatistics Biostatistics NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 211 5 Boston Boston NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 6 University University NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 7 School School NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 211 9 Public Public NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 10 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 211 12 Boston Boston NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 211 14 MA MA NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 211 16 USA USA NNP work_nn2jolctirht5ngzd4v5ubtgmq 211 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 212 1 Received receive VBN work_nn2jolctirht5ngzd4v5ubtgmq 212 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 212 3 30 30 CD work_nn2jolctirht5ngzd4v5ubtgmq 212 4 October October NNP work_nn2jolctirht5ngzd4v5ubtgmq 212 5 2015 2015 CD work_nn2jolctirht5ngzd4v5ubtgmq 212 6 Accepted accept VBN work_nn2jolctirht5ngzd4v5ubtgmq 212 7 : : : work_nn2jolctirht5ngzd4v5ubtgmq 212 8 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 212 9 June June NNP work_nn2jolctirht5ngzd4v5ubtgmq 212 10 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 212 11 References reference NNS work_nn2jolctirht5ngzd4v5ubtgmq 212 12 1 1 CD work_nn2jolctirht5ngzd4v5ubtgmq 212 13 . . . work_nn2jolctirht5ngzd4v5ubtgmq 213 1 Iezzoni Iezzoni NNP work_nn2jolctirht5ngzd4v5ubtgmq 213 2 LI LI NNP work_nn2jolctirht5ngzd4v5ubtgmq 213 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 214 1 Assessing assess VBG work_nn2jolctirht5ngzd4v5ubtgmq 214 2 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 214 3 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 214 4 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 214 5 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 214 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 215 1 Ann Ann NNP work_nn2jolctirht5ngzd4v5ubtgmq 215 2 Intern Intern NNP work_nn2jolctirht5ngzd4v5ubtgmq 215 3 Med Med NNP work_nn2jolctirht5ngzd4v5ubtgmq 215 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 216 1 1997;127(8):666–74 1997;127(8):666–74 CD work_nn2jolctirht5ngzd4v5ubtgmq 216 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 217 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 217 2 1998/02/12 1998/02/12 CD work_nn2jolctirht5ngzd4v5ubtgmq 217 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 218 1 2 2 LS work_nn2jolctirht5ngzd4v5ubtgmq 218 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 219 1 Riley Riley NNP work_nn2jolctirht5ngzd4v5ubtgmq 219 2 GF GF NNP work_nn2jolctirht5ngzd4v5ubtgmq 219 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 220 1 Administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 220 2 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 220 3 claims claim VBZ work_nn2jolctirht5ngzd4v5ubtgmq 220 4 records record NNS work_nn2jolctirht5ngzd4v5ubtgmq 220 5 as as IN work_nn2jolctirht5ngzd4v5ubtgmq 220 6 sources source NNS work_nn2jolctirht5ngzd4v5ubtgmq 220 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 220 8 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 220 9 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 220 10 cost cost NN work_nn2jolctirht5ngzd4v5ubtgmq 220 11 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 220 12 . . . work_nn2jolctirht5ngzd4v5ubtgmq 221 1 Med Med NNP work_nn2jolctirht5ngzd4v5ubtgmq 221 2 Care Care NNP work_nn2jolctirht5ngzd4v5ubtgmq 221 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 222 1 2009;47(7 2009;47(7 LS work_nn2jolctirht5ngzd4v5ubtgmq 222 2 Suppl Suppl NNP work_nn2jolctirht5ngzd4v5ubtgmq 222 3 1):S51–5 1):s51–5 NN work_nn2jolctirht5ngzd4v5ubtgmq 222 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 223 1 doi:10.1097 doi:10.1097 NNP work_nn2jolctirht5ngzd4v5ubtgmq 223 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 223 3 MLR MLR NNP work_nn2jolctirht5ngzd4v5ubtgmq 223 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 224 1 0b013e31819c95aa 0b013e31819c95aa LS work_nn2jolctirht5ngzd4v5ubtgmq 224 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 225 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 225 2 2009/06/19 2009/06/19 CD work_nn2jolctirht5ngzd4v5ubtgmq 225 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 226 1 3 3 LS work_nn2jolctirht5ngzd4v5ubtgmq 226 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 227 1 Benchimol Benchimol NNP work_nn2jolctirht5ngzd4v5ubtgmq 227 2 EI EI NNP work_nn2jolctirht5ngzd4v5ubtgmq 227 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 227 4 Manuel Manuel NNP work_nn2jolctirht5ngzd4v5ubtgmq 227 5 DG DG NNP work_nn2jolctirht5ngzd4v5ubtgmq 227 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 227 7 To to IN work_nn2jolctirht5ngzd4v5ubtgmq 227 8 T t NN work_nn2jolctirht5ngzd4v5ubtgmq 227 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 227 10 Griffiths griffith NNS work_nn2jolctirht5ngzd4v5ubtgmq 227 11 AM am VBP work_nn2jolctirht5ngzd4v5ubtgmq 227 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 227 13 Rabeneck Rabeneck NNP work_nn2jolctirht5ngzd4v5ubtgmq 227 14 L L NNP work_nn2jolctirht5ngzd4v5ubtgmq 227 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 227 16 Guttmann Guttmann NNP work_nn2jolctirht5ngzd4v5ubtgmq 227 17 A. a. NN work_nn2jolctirht5ngzd4v5ubtgmq 228 1 Development development NN work_nn2jolctirht5ngzd4v5ubtgmq 228 2 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 228 3 use use NN work_nn2jolctirht5ngzd4v5ubtgmq 228 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 228 5 reporting report VBG work_nn2jolctirht5ngzd4v5ubtgmq 228 6 guidelines guideline NNS work_nn2jolctirht5ngzd4v5ubtgmq 228 7 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 228 8 assessing assess VBG work_nn2jolctirht5ngzd4v5ubtgmq 228 9 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 228 10 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 228 11 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 228 12 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 228 13 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 228 14 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 228 15 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 228 16 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 228 17 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 228 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 229 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 229 2 Clin Clin NNP work_nn2jolctirht5ngzd4v5ubtgmq 229 3 Epidemiol Epidemiol NNP work_nn2jolctirht5ngzd4v5ubtgmq 229 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 230 1 2011;64(8 2011;64(8 LS work_nn2jolctirht5ngzd4v5ubtgmq 230 2 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 230 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 230 4 821–9 821–9 CD work_nn2jolctirht5ngzd4v5ubtgmq 230 5 . . . work_nn2jolctirht5ngzd4v5ubtgmq 231 1 doi:10.1016 doi:10.1016 NNP work_nn2jolctirht5ngzd4v5ubtgmq 231 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 231 3 j.jclinepi.2010.10.006 j.jclinepi.2010.10.006 NN work_nn2jolctirht5ngzd4v5ubtgmq 231 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 232 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 232 2 2011/01/05 2011/01/05 CD work_nn2jolctirht5ngzd4v5ubtgmq 232 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 233 1 4 4 LS work_nn2jolctirht5ngzd4v5ubtgmq 233 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 234 1 Bernatsky Bernatsky NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 2 S S NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 234 4 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 5 L L NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 234 7 O’Donnell O’Donnell NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 8 S S NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 234 10 Lacaille Lacaille NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 11 D D NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 234 13 Network Network NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 14 C. C. NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 15 Consensus Consensus NNP work_nn2jolctirht5ngzd4v5ubtgmq 234 16 statements statement VBZ work_nn2jolctirht5ngzd4v5ubtgmq 234 17 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 234 18 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 234 19 use use NN work_nn2jolctirht5ngzd4v5ubtgmq 234 20 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 234 21 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 234 22 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 234 23 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 234 24 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 234 25 rheumatic rheumatic JJ work_nn2jolctirht5ngzd4v5ubtgmq 234 26 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 234 27 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 234 28 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 234 29 surveillance surveillance NN work_nn2jolctirht5ngzd4v5ubtgmq 234 30 . . . work_nn2jolctirht5ngzd4v5ubtgmq 235 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 235 2 Rheumatol Rheumatol NNP work_nn2jolctirht5ngzd4v5ubtgmq 235 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 236 1 2013;40(1):66–73 2013;40(1):66–73 LS work_nn2jolctirht5ngzd4v5ubtgmq 236 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 237 1 doi:10.3899 doi:10.3899 NNP work_nn2jolctirht5ngzd4v5ubtgmq 237 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 237 3 jrheum.120835 jrheum.120835 NNP work_nn2jolctirht5ngzd4v5ubtgmq 237 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 238 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 238 2 2012/11/03 2012/11/03 CD work_nn2jolctirht5ngzd4v5ubtgmq 238 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 239 1 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 239 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 240 1 Saczynski Saczynski NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 2 JS JS NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 240 4 Andrade Andrade NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 5 SE SE NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 240 7 Harrold Harrold NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 8 LR LR NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 240 10 Tjia Tjia NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 11 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 240 13 Cutrona Cutrona NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 14 SL SL NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 240 16 Dodd Dodd NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 17 KS KS NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 240 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 240 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 241 1 A a DT work_nn2jolctirht5ngzd4v5ubtgmq 241 2 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 241 3 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 241 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 241 5 validated validate VBN work_nn2jolctirht5ngzd4v5ubtgmq 241 6 methods method NNS work_nn2jolctirht5ngzd4v5ubtgmq 241 7 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 241 8 identifying identify VBG work_nn2jolctirht5ngzd4v5ubtgmq 241 9 heart heart NN work_nn2jolctirht5ngzd4v5ubtgmq 241 10 failure failure NN work_nn2jolctirht5ngzd4v5ubtgmq 241 11 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 241 12 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 241 13 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 241 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 242 1 Pharmacoepidemiol Pharmacoepidemiol NNP work_nn2jolctirht5ngzd4v5ubtgmq 242 2 Drug Drug NNP work_nn2jolctirht5ngzd4v5ubtgmq 242 3 Saf Saf NNP work_nn2jolctirht5ngzd4v5ubtgmq 242 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 243 1 2012;21 2012;21 NNP work_nn2jolctirht5ngzd4v5ubtgmq 243 2 Suppl Suppl NNP work_nn2jolctirht5ngzd4v5ubtgmq 243 3 1:129–40 1:129–40 CD work_nn2jolctirht5ngzd4v5ubtgmq 243 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 244 1 doi:10.1002 doi:10.1002 NNP work_nn2jolctirht5ngzd4v5ubtgmq 244 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 244 3 pds.2313 pds.2313 NN work_nn2jolctirht5ngzd4v5ubtgmq 244 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 245 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 245 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 245 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 245 4 22262599 22262599 CD work_nn2jolctirht5ngzd4v5ubtgmq 245 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 245 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 245 7 Central Central NNP work_nn2jolctirht5ngzd4v5ubtgmq 245 8 PMCID PMCID NNP work_nn2jolctirht5ngzd4v5ubtgmq 245 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 245 10 PMC3808171 PMC3808171 NNP work_nn2jolctirht5ngzd4v5ubtgmq 245 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 245 12 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 245 13 2012/01/25 2012/01/25 CD work_nn2jolctirht5ngzd4v5ubtgmq 245 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 246 1 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 246 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 247 1 De De NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 2 Coster Coster NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 3 C C NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 247 5 Quan Quan NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 6 H H NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 7 , , , work_nn2jolctirht5ngzd4v5ubtgmq 247 8 Finlayson Finlayson NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 9 A A NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 10 , , , work_nn2jolctirht5ngzd4v5ubtgmq 247 11 Gao Gao NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 12 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 13 , , , work_nn2jolctirht5ngzd4v5ubtgmq 247 14 Halfon Halfon NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 15 P P NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 16 , , , work_nn2jolctirht5ngzd4v5ubtgmq 247 17 Humphries Humphries NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 18 KH KH NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 19 , , , work_nn2jolctirht5ngzd4v5ubtgmq 247 20 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 21 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 247 22 . . . work_nn2jolctirht5ngzd4v5ubtgmq 248 1 Identifying identify VBG work_nn2jolctirht5ngzd4v5ubtgmq 248 2 priorities priority NNS work_nn2jolctirht5ngzd4v5ubtgmq 248 3 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 248 4 methodological methodological JJ work_nn2jolctirht5ngzd4v5ubtgmq 248 5 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 248 6 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 248 7 ICD-9-CM ICD-9-CM NNP work_nn2jolctirht5ngzd4v5ubtgmq 248 8 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 248 9 ICD-10 ICD-10 VBD work_nn2jolctirht5ngzd4v5ubtgmq 248 10 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 248 11 data data NNP work_nn2jolctirht5ngzd4v5ubtgmq 248 12 : : : work_nn2jolctirht5ngzd4v5ubtgmq 248 13 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 248 14 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 248 15 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 248 16 international international JJ work_nn2jolctirht5ngzd4v5ubtgmq 248 17 consortium consortium NN work_nn2jolctirht5ngzd4v5ubtgmq 248 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 249 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 249 2 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 249 3 Serv Serv NNP work_nn2jolctirht5ngzd4v5ubtgmq 249 4 Res Res NNP work_nn2jolctirht5ngzd4v5ubtgmq 249 5 . . . work_nn2jolctirht5ngzd4v5ubtgmq 250 1 2006;6:77 2006;6:77 CD work_nn2jolctirht5ngzd4v5ubtgmq 250 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 250 3 doi:10.1186/1472 doi:10.1186/1472 NNP work_nn2jolctirht5ngzd4v5ubtgmq 250 4 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 250 5 6963 6963 CD work_nn2jolctirht5ngzd4v5ubtgmq 250 6 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 250 7 6 6 CD work_nn2jolctirht5ngzd4v5ubtgmq 250 8 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 250 9 77 77 CD work_nn2jolctirht5ngzd4v5ubtgmq 250 10 . . . work_nn2jolctirht5ngzd4v5ubtgmq 251 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 251 2 2006/06/17 2006/06/17 CD work_nn2jolctirht5ngzd4v5ubtgmq 251 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 252 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 252 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 252 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 252 4 16776836 16776836 CD work_nn2jolctirht5ngzd4v5ubtgmq 252 5 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 252 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 252 7 Central central JJ work_nn2jolctirht5ngzd4v5ubtgmq 252 8 PMCID PMCID NNS work_nn2jolctirht5ngzd4v5ubtgmq 252 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 252 10 PMC1513221 PMC1513221 NNP work_nn2jolctirht5ngzd4v5ubtgmq 252 11 . . . work_nn2jolctirht5ngzd4v5ubtgmq 253 1 7 7 LS work_nn2jolctirht5ngzd4v5ubtgmq 253 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 254 1 Carnahan Carnahan NNP work_nn2jolctirht5ngzd4v5ubtgmq 254 2 RM RM NNP work_nn2jolctirht5ngzd4v5ubtgmq 254 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 254 4 Moores Moores NNP work_nn2jolctirht5ngzd4v5ubtgmq 254 5 KG KG NNP work_nn2jolctirht5ngzd4v5ubtgmq 254 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 255 1 Mini Mini NNP work_nn2jolctirht5ngzd4v5ubtgmq 255 2 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 255 3 Sentinel Sentinel NNP work_nn2jolctirht5ngzd4v5ubtgmq 255 4 ’s ’s POS work_nn2jolctirht5ngzd4v5ubtgmq 255 5 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 255 6 reviews review NNS work_nn2jolctirht5ngzd4v5ubtgmq 255 7 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 255 8 validated validate VBN work_nn2jolctirht5ngzd4v5ubtgmq 255 9 methods method NNS work_nn2jolctirht5ngzd4v5ubtgmq 255 10 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 255 11 identifying identify VBG work_nn2jolctirht5ngzd4v5ubtgmq 255 12 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 255 13 outcomes outcome NNS work_nn2jolctirht5ngzd4v5ubtgmq 255 14 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 255 15 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 255 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 255 17 claims claim NNS work_nn2jolctirht5ngzd4v5ubtgmq 255 18 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 255 19 : : : work_nn2jolctirht5ngzd4v5ubtgmq 255 20 methods method NNS work_nn2jolctirht5ngzd4v5ubtgmq 255 21 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 255 22 lessons lesson NNS work_nn2jolctirht5ngzd4v5ubtgmq 255 23 learned learn VBD work_nn2jolctirht5ngzd4v5ubtgmq 255 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 256 1 Pharmacoepidemiol Pharmacoepidemiol NNP work_nn2jolctirht5ngzd4v5ubtgmq 256 2 Drug Drug NNP work_nn2jolctirht5ngzd4v5ubtgmq 256 3 Saf Saf NNP work_nn2jolctirht5ngzd4v5ubtgmq 256 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 257 1 2012;21 2012;21 NNP work_nn2jolctirht5ngzd4v5ubtgmq 257 2 Suppl Suppl NNP work_nn2jolctirht5ngzd4v5ubtgmq 257 3 1:82–9 1:82–9 CD work_nn2jolctirht5ngzd4v5ubtgmq 257 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 258 1 doi:10.1002 doi:10.1002 NNP work_nn2jolctirht5ngzd4v5ubtgmq 258 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 258 3 pds.2321 pds.2321 NNP work_nn2jolctirht5ngzd4v5ubtgmq 258 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 259 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 259 2 2012/01/25 2012/01/25 CD work_nn2jolctirht5ngzd4v5ubtgmq 259 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 260 1 8 8 LS work_nn2jolctirht5ngzd4v5ubtgmq 260 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 261 1 Nguyen Nguyen NNP work_nn2jolctirht5ngzd4v5ubtgmq 261 2 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 261 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 261 4 Ball Ball NNP work_nn2jolctirht5ngzd4v5ubtgmq 261 5 R R NNP work_nn2jolctirht5ngzd4v5ubtgmq 261 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 261 7 Midthun Midthun NNP work_nn2jolctirht5ngzd4v5ubtgmq 261 8 K K NNP work_nn2jolctirht5ngzd4v5ubtgmq 261 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 261 10 Lieu Lieu NNP work_nn2jolctirht5ngzd4v5ubtgmq 261 11 TA TA NNP work_nn2jolctirht5ngzd4v5ubtgmq 261 12 . . . work_nn2jolctirht5ngzd4v5ubtgmq 262 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 262 2 Food Food NNP work_nn2jolctirht5ngzd4v5ubtgmq 262 3 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 262 4 Drug Drug NNP work_nn2jolctirht5ngzd4v5ubtgmq 262 5 Administration Administration NNP work_nn2jolctirht5ngzd4v5ubtgmq 262 6 ’s ’s POS work_nn2jolctirht5ngzd4v5ubtgmq 262 7 post post JJ work_nn2jolctirht5ngzd4v5ubtgmq 262 8 - - JJ work_nn2jolctirht5ngzd4v5ubtgmq 262 9 licensure licensure JJ work_nn2jolctirht5ngzd4v5ubtgmq 262 10 rapid rapid JJ work_nn2jolctirht5ngzd4v5ubtgmq 262 11 immunization immunization NN work_nn2jolctirht5ngzd4v5ubtgmq 262 12 safety safety NN work_nn2jolctirht5ngzd4v5ubtgmq 262 13 monitoring monitoring NN work_nn2jolctirht5ngzd4v5ubtgmq 262 14 program program NN work_nn2jolctirht5ngzd4v5ubtgmq 262 15 : : : work_nn2jolctirht5ngzd4v5ubtgmq 262 16 strengthening strengthen VBG work_nn2jolctirht5ngzd4v5ubtgmq 262 17 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 262 18 federal federal JJ work_nn2jolctirht5ngzd4v5ubtgmq 262 19 vaccine vaccine NNP work_nn2jolctirht5ngzd4v5ubtgmq 262 20 safety safety NNP work_nn2jolctirht5ngzd4v5ubtgmq 262 21 enterprise enterprise NN work_nn2jolctirht5ngzd4v5ubtgmq 262 22 . . . work_nn2jolctirht5ngzd4v5ubtgmq 263 1 Pharmacoepidemiol Pharmacoepidemiol NNP work_nn2jolctirht5ngzd4v5ubtgmq 263 2 Drug Drug NNP work_nn2jolctirht5ngzd4v5ubtgmq 263 3 Saf Saf NNP work_nn2jolctirht5ngzd4v5ubtgmq 263 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 264 1 2012;21 2012;21 NNP work_nn2jolctirht5ngzd4v5ubtgmq 264 2 Suppl Suppl NNP work_nn2jolctirht5ngzd4v5ubtgmq 264 3 1:291–7 1:291–7 CD work_nn2jolctirht5ngzd4v5ubtgmq 264 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 265 1 doi:10.1002 doi:10.1002 NNP work_nn2jolctirht5ngzd4v5ubtgmq 265 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 265 3 pds.2323 pds.2323 NNP work_nn2jolctirht5ngzd4v5ubtgmq 265 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 266 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 266 2 2012/01/25 2012/01/25 CD work_nn2jolctirht5ngzd4v5ubtgmq 266 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 267 1 9 9 CD work_nn2jolctirht5ngzd4v5ubtgmq 267 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 268 1 Lawrence Lawrence NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 2 RC RC NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 268 4 Felson Felson NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 5 DT DT NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 268 7 Helmick Helmick NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 8 CG CG NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 268 10 Arnold Arnold NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 11 LM LM NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 268 13 Choi Choi NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 14 H H NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 268 16 Deyo Deyo NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 17 RA RA NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 268 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 268 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 269 1 Estimates estimate NNS work_nn2jolctirht5ngzd4v5ubtgmq 269 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 269 3 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 269 4 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 269 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 269 6 arthritis arthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 269 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 269 8 other other JJ work_nn2jolctirht5ngzd4v5ubtgmq 269 9 rheumatic rheumatic JJ work_nn2jolctirht5ngzd4v5ubtgmq 269 10 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 269 11 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 269 12 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 269 13 United United NNP work_nn2jolctirht5ngzd4v5ubtgmq 269 14 States States NNP work_nn2jolctirht5ngzd4v5ubtgmq 269 15 . . . work_nn2jolctirht5ngzd4v5ubtgmq 270 1 Part Part NNP work_nn2jolctirht5ngzd4v5ubtgmq 270 2 II II NNP work_nn2jolctirht5ngzd4v5ubtgmq 270 3 Arthritis Arthritis NNP work_nn2jolctirht5ngzd4v5ubtgmq 270 4 Rheum Rheum NNP work_nn2jolctirht5ngzd4v5ubtgmq 270 5 . . . work_nn2jolctirht5ngzd4v5ubtgmq 271 1 2008;58(1):26–35 2008;58(1):26–35 CD work_nn2jolctirht5ngzd4v5ubtgmq 271 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 272 1 doi:10.1002 doi:10.1002 NNP work_nn2jolctirht5ngzd4v5ubtgmq 272 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 272 3 art art NN work_nn2jolctirht5ngzd4v5ubtgmq 272 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 273 1 23176 23176 CD work_nn2jolctirht5ngzd4v5ubtgmq 273 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 274 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 274 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 274 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 274 4 18163497 18163497 CD work_nn2jolctirht5ngzd4v5ubtgmq 274 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 274 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 274 7 Central central JJ work_nn2jolctirht5ngzd4v5ubtgmq 274 8 PMCID pmcid NN work_nn2jolctirht5ngzd4v5ubtgmq 274 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 274 10 PMC3266664 PMC3266664 NNP work_nn2jolctirht5ngzd4v5ubtgmq 274 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 274 12 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 274 13 2008/01/01 2008/01/01 CD work_nn2jolctirht5ngzd4v5ubtgmq 274 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 275 1 10 10 CD work_nn2jolctirht5ngzd4v5ubtgmq 275 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 276 1 World World NNP work_nn2jolctirht5ngzd4v5ubtgmq 276 2 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 276 3 Organization Organization NNP work_nn2jolctirht5ngzd4v5ubtgmq 276 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 277 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 277 2 global global JJ work_nn2jolctirht5ngzd4v5ubtgmq 277 3 burden burden NN work_nn2jolctirht5ngzd4v5ubtgmq 277 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 277 5 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 277 6 : : : work_nn2jolctirht5ngzd4v5ubtgmq 277 7 2004 2004 CD work_nn2jolctirht5ngzd4v5ubtgmq 277 8 update update NN work_nn2jolctirht5ngzd4v5ubtgmq 277 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 278 1 Geneva Geneva NNP work_nn2jolctirht5ngzd4v5ubtgmq 278 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 278 3 WHO who WP work_nn2jolctirht5ngzd4v5ubtgmq 278 4 Press Press NNP work_nn2jolctirht5ngzd4v5ubtgmq 278 5 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 278 6 2008 2008 CD work_nn2jolctirht5ngzd4v5ubtgmq 278 7 . . . work_nn2jolctirht5ngzd4v5ubtgmq 279 1 11 11 CD work_nn2jolctirht5ngzd4v5ubtgmq 279 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 280 1 Solomon Solomon NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 2 DH DH NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 280 4 Avorn Avorn NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 5 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 280 7 Wang Wang NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 8 PS PS NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 280 10 Vaillant Vaillant NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 11 G G NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 280 13 Cabral cabral JJ work_nn2jolctirht5ngzd4v5ubtgmq 280 14 D d NN work_nn2jolctirht5ngzd4v5ubtgmq 280 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 280 16 Mogun Mogun NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 17 H H NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 280 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 280 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 281 1 Prescription prescription NN work_nn2jolctirht5ngzd4v5ubtgmq 281 2 opioid opioid JJ work_nn2jolctirht5ngzd4v5ubtgmq 281 3 use use NN work_nn2jolctirht5ngzd4v5ubtgmq 281 4 among among IN work_nn2jolctirht5ngzd4v5ubtgmq 281 5 older old JJR work_nn2jolctirht5ngzd4v5ubtgmq 281 6 adults adult NNS work_nn2jolctirht5ngzd4v5ubtgmq 281 7 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 281 8 arthritis arthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 281 9 or or CC work_nn2jolctirht5ngzd4v5ubtgmq 281 10 low low JJ work_nn2jolctirht5ngzd4v5ubtgmq 281 11 back back JJ work_nn2jolctirht5ngzd4v5ubtgmq 281 12 pain pain NN work_nn2jolctirht5ngzd4v5ubtgmq 281 13 . . . work_nn2jolctirht5ngzd4v5ubtgmq 282 1 Arthritis Arthritis NNP work_nn2jolctirht5ngzd4v5ubtgmq 282 2 Rheum Rheum NNP work_nn2jolctirht5ngzd4v5ubtgmq 282 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 283 1 2006;55(1):35–41 2006;55(1):35–41 CD work_nn2jolctirht5ngzd4v5ubtgmq 283 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 284 1 doi:10.1002 doi:10.1002 NNP work_nn2jolctirht5ngzd4v5ubtgmq 284 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 284 3 art.21697 art.21697 NN work_nn2jolctirht5ngzd4v5ubtgmq 284 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 285 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 285 2 2006/02/08 2006/02/08 CD work_nn2jolctirht5ngzd4v5ubtgmq 285 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 286 1 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 286 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 287 1 Harrold Harrold NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 2 LR LR NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 287 4 Yood Yood NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 5 RA RA NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 287 7 Straus Straus NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 8 W W NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 287 10 Andrade Andrade NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 11 SE SE NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 287 13 Reed Reed NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 14 JI JI NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 287 16 Cernieux Cernieux NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 17 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 287 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 287 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 288 1 Challenges challenge NNS work_nn2jolctirht5ngzd4v5ubtgmq 288 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 288 3 estimating estimate VBG work_nn2jolctirht5ngzd4v5ubtgmq 288 4 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 288 5 service service NN work_nn2jolctirht5ngzd4v5ubtgmq 288 6 utilization utilization NN work_nn2jolctirht5ngzd4v5ubtgmq 288 7 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 288 8 osteoarthritis osteoarthritis JJ work_nn2jolctirht5ngzd4v5ubtgmq 288 9 patients patient NNS work_nn2jolctirht5ngzd4v5ubtgmq 288 10 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 288 11 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 288 12 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 288 13 level level NN work_nn2jolctirht5ngzd4v5ubtgmq 288 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 289 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 289 2 Rheumatol Rheumatol NNP work_nn2jolctirht5ngzd4v5ubtgmq 289 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 290 1 2002;29(9):1931–6 2002;29(9):1931–6 CD work_nn2jolctirht5ngzd4v5ubtgmq 290 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 291 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 291 2 2002/09/18 2002/09/18 CD work_nn2jolctirht5ngzd4v5ubtgmq 291 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 292 1 13 13 CD work_nn2jolctirht5ngzd4v5ubtgmq 292 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 293 1 Kopec Kopec NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 2 JA JA NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 293 4 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 5 MM MM NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 293 7 Sayre Sayre NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 8 EC EC NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 293 10 Cibere Cibere NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 11 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 293 13 Flanagan Flanagan NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 14 WM WM NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 293 16 Aghajanian Aghajanian NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 17 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 293 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 293 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 294 1 Trends trend NNS work_nn2jolctirht5ngzd4v5ubtgmq 294 2 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 294 3 physician physician NN work_nn2jolctirht5ngzd4v5ubtgmq 294 4 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 294 5 diagnosed diagnose VBN work_nn2jolctirht5ngzd4v5ubtgmq 294 6 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 294 7 incidence incidence NN work_nn2jolctirht5ngzd4v5ubtgmq 294 8 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 294 9 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 294 10 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 294 11 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 294 12 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 294 13 British British NNP work_nn2jolctirht5ngzd4v5ubtgmq 294 14 Columbia Columbia NNP work_nn2jolctirht5ngzd4v5ubtgmq 294 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 294 16 Canada Canada NNP work_nn2jolctirht5ngzd4v5ubtgmq 294 17 , , , work_nn2jolctirht5ngzd4v5ubtgmq 294 18 1996–1997 1996–1997 CD work_nn2jolctirht5ngzd4v5ubtgmq 294 19 through through IN work_nn2jolctirht5ngzd4v5ubtgmq 294 20 2003–2004 2003–2004 CD work_nn2jolctirht5ngzd4v5ubtgmq 294 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 295 1 Arthritis Arthritis NNP work_nn2jolctirht5ngzd4v5ubtgmq 295 2 Rheum Rheum NNP work_nn2jolctirht5ngzd4v5ubtgmq 295 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 296 1 2008;59(7):929–34 2008;59(7):929–34 CD work_nn2jolctirht5ngzd4v5ubtgmq 296 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 297 1 doi:10.1002 doi:10.1002 NNP work_nn2jolctirht5ngzd4v5ubtgmq 297 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 297 3 art.23827 art.23827 CD work_nn2jolctirht5ngzd4v5ubtgmq 297 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 298 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 298 2 2008/06/26 2008/06/26 CD work_nn2jolctirht5ngzd4v5ubtgmq 298 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 299 1 14 14 CD work_nn2jolctirht5ngzd4v5ubtgmq 299 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 300 1 Katz Katz NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 2 JN JN NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 300 4 Barrett Barrett NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 5 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 300 7 Mahomed Mahomed NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 8 NN NN NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 300 10 Baron Baron NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 11 JA JA NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 300 13 Wright Wright NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 14 RJ RJ NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 300 16 Losina Losina NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 17 E. E. NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 18 Association Association NNP work_nn2jolctirht5ngzd4v5ubtgmq 300 19 between between IN work_nn2jolctirht5ngzd4v5ubtgmq 300 20 hospital hospital NN work_nn2jolctirht5ngzd4v5ubtgmq 300 21 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 300 22 surgeon surgeon NN work_nn2jolctirht5ngzd4v5ubtgmq 300 23 procedure procedure NN work_nn2jolctirht5ngzd4v5ubtgmq 300 24 volume volume NN work_nn2jolctirht5ngzd4v5ubtgmq 300 25 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 300 26 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 300 27 outcomes outcome NNS work_nn2jolctirht5ngzd4v5ubtgmq 300 28 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 300 29 total total JJ work_nn2jolctirht5ngzd4v5ubtgmq 300 30 knee knee NN work_nn2jolctirht5ngzd4v5ubtgmq 300 31 replacement replacement NN work_nn2jolctirht5ngzd4v5ubtgmq 300 32 . . . work_nn2jolctirht5ngzd4v5ubtgmq 301 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 301 2 Bone Bone NNP work_nn2jolctirht5ngzd4v5ubtgmq 301 3 Joint Joint NNP work_nn2jolctirht5ngzd4v5ubtgmq 301 4 Surg Surg NNP work_nn2jolctirht5ngzd4v5ubtgmq 301 5 Am be VBP work_nn2jolctirht5ngzd4v5ubtgmq 301 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 302 1 2004;86-A(9):1909–16 2004;86-a(9):1909–16 CD work_nn2jolctirht5ngzd4v5ubtgmq 302 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 303 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 303 2 2004/09/03 2004/09/03 CD work_nn2jolctirht5ngzd4v5ubtgmq 303 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 304 1 15 15 CD work_nn2jolctirht5ngzd4v5ubtgmq 304 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 305 1 Katz Katz NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 2 JN JN NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 305 4 Losina Losina NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 5 E E NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 305 7 Barrett Barrett NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 8 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 305 10 Phillips Phillips NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 11 CB CB NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 305 13 Mahomed Mahomed NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 14 NN NN NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 305 16 Lew Lew NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 17 RA RA NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 305 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 305 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 306 1 Association association NN work_nn2jolctirht5ngzd4v5ubtgmq 306 2 between between IN work_nn2jolctirht5ngzd4v5ubtgmq 306 3 hospital hospital NN work_nn2jolctirht5ngzd4v5ubtgmq 306 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 306 5 surgeon surgeon NN work_nn2jolctirht5ngzd4v5ubtgmq 306 6 procedure procedure NN work_nn2jolctirht5ngzd4v5ubtgmq 306 7 volume volume NN work_nn2jolctirht5ngzd4v5ubtgmq 306 8 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 306 9 outcomes outcome NNS work_nn2jolctirht5ngzd4v5ubtgmq 306 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 306 11 total total JJ work_nn2jolctirht5ngzd4v5ubtgmq 306 12 hip hip NN work_nn2jolctirht5ngzd4v5ubtgmq 306 13 replacement replacement NN work_nn2jolctirht5ngzd4v5ubtgmq 306 14 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 306 15 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 306 16 United United NNP work_nn2jolctirht5ngzd4v5ubtgmq 306 17 States States NNP work_nn2jolctirht5ngzd4v5ubtgmq 306 18 medicare medicare NNP work_nn2jolctirht5ngzd4v5ubtgmq 306 19 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 306 20 . . . work_nn2jolctirht5ngzd4v5ubtgmq 307 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 307 2 Bone Bone NNP work_nn2jolctirht5ngzd4v5ubtgmq 307 3 Joint Joint NNP work_nn2jolctirht5ngzd4v5ubtgmq 307 4 Surg Surg NNP work_nn2jolctirht5ngzd4v5ubtgmq 307 5 Am be VBP work_nn2jolctirht5ngzd4v5ubtgmq 307 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 308 1 2001;83-A(11):1622–9 2001;83-A(11):1622–9 NNP work_nn2jolctirht5ngzd4v5ubtgmq 308 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 309 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 309 2 2001/11/10 2001/11/10 CD work_nn2jolctirht5ngzd4v5ubtgmq 309 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 310 1 16 16 CD work_nn2jolctirht5ngzd4v5ubtgmq 310 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 311 1 Widdifield Widdifield NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 2 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 311 4 Labrecque Labrecque NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 5 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 311 7 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 8 L L NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 311 10 Paterson Paterson NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 11 JM JM NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 311 13 Bernatsky Bernatsky NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 14 S S NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 311 16 Tu Tu NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 17 K K NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 311 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 311 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 312 1 Systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 312 2 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 312 3 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 312 4 critical critical JJ work_nn2jolctirht5ngzd4v5ubtgmq 312 5 appraisal appraisal NN work_nn2jolctirht5ngzd4v5ubtgmq 312 6 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 312 7 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 312 8 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 312 9 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 312 10 identify identify VB work_nn2jolctirht5ngzd4v5ubtgmq 312 11 rheumatic rheumatic JJ work_nn2jolctirht5ngzd4v5ubtgmq 312 12 diseases disease NNS work_nn2jolctirht5ngzd4v5ubtgmq 312 13 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 312 14 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 312 15 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 312 16 databases database NNS work_nn2jolctirht5ngzd4v5ubtgmq 312 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 313 1 Arthritis arthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 313 2 Care care NN work_nn2jolctirht5ngzd4v5ubtgmq 313 3 Res res NN work_nn2jolctirht5ngzd4v5ubtgmq 313 4 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 313 5 Hoboken Hoboken NNP work_nn2jolctirht5ngzd4v5ubtgmq 313 6 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 313 7 . . . work_nn2jolctirht5ngzd4v5ubtgmq 314 1 2013;65(9):1490–503 2013;65(9):1490–503 CD work_nn2jolctirht5ngzd4v5ubtgmq 314 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 315 1 doi:10.1002 doi:10.1002 NNP work_nn2jolctirht5ngzd4v5ubtgmq 315 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 315 3 acr.21993 acr.21993 UH work_nn2jolctirht5ngzd4v5ubtgmq 315 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 316 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 316 2 2013/02/26 2013/02/26 CD work_nn2jolctirht5ngzd4v5ubtgmq 316 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 317 1 17 17 CD work_nn2jolctirht5ngzd4v5ubtgmq 317 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 318 1 Moher Moher NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 2 D D NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 318 4 Liberati Liberati NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 5 A A NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 318 7 Tetzlaff Tetzlaff NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 8 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 318 10 Altman Altman NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 11 DG DG NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 318 13 Group Group NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 14 P. P. NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 15 Preferred Preferred NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 16 reporting report VBG work_nn2jolctirht5ngzd4v5ubtgmq 318 17 items item NNS work_nn2jolctirht5ngzd4v5ubtgmq 318 18 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 318 19 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 318 20 reviews review NNS work_nn2jolctirht5ngzd4v5ubtgmq 318 21 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 318 22 meta meta NN work_nn2jolctirht5ngzd4v5ubtgmq 318 23 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 318 24 analyses analysis NNS work_nn2jolctirht5ngzd4v5ubtgmq 318 25 : : : work_nn2jolctirht5ngzd4v5ubtgmq 318 26 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 318 27 PRISMA PRISMA NNP work_nn2jolctirht5ngzd4v5ubtgmq 318 28 statement statement NN work_nn2jolctirht5ngzd4v5ubtgmq 318 29 . . . work_nn2jolctirht5ngzd4v5ubtgmq 319 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 319 2 Clin Clin NNP work_nn2jolctirht5ngzd4v5ubtgmq 319 3 Epidemiol Epidemiol NNP work_nn2jolctirht5ngzd4v5ubtgmq 319 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 320 1 2009;62(10):1006–12 2009;62(10):1006–12 LS work_nn2jolctirht5ngzd4v5ubtgmq 320 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 321 1 doi:10.1016 doi:10.1016 NNP work_nn2jolctirht5ngzd4v5ubtgmq 321 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 321 3 j.jclinepi.2009.06.005 j.jclinepi.2009.06.005 NN work_nn2jolctirht5ngzd4v5ubtgmq 321 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 322 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 322 2 2009/07/28 2009/07/28 CD work_nn2jolctirht5ngzd4v5ubtgmq 322 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 323 1 18 18 CD work_nn2jolctirht5ngzd4v5ubtgmq 323 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 324 1 Leong Leong NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 2 A A NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 324 4 Dasgupta Dasgupta NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 5 K K NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 324 7 Bernatsky Bernatsky NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 8 S S NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 324 10 Lacaille Lacaille NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 11 D D NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 324 13 Avina Avina NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 14 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 324 15 Zubieta Zubieta NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 16 A A NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 17 , , , work_nn2jolctirht5ngzd4v5ubtgmq 324 18 Rahme Rahme NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 19 E. E. NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 20 Systematic Systematic NNP work_nn2jolctirht5ngzd4v5ubtgmq 324 21 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 324 22 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 324 23 meta meta JJ work_nn2jolctirht5ngzd4v5ubtgmq 324 24 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 324 25 analysis analysis NN work_nn2jolctirht5ngzd4v5ubtgmq 324 26 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 324 27 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 324 28 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 324 29 on on IN work_nn2jolctirht5ngzd4v5ubtgmq 324 30 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 324 31 diabetes diabetes NN work_nn2jolctirht5ngzd4v5ubtgmq 324 32 case case NN work_nn2jolctirht5ngzd4v5ubtgmq 324 33 definition definition NN work_nn2jolctirht5ngzd4v5ubtgmq 324 34 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 324 35 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 324 36 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 324 37 records record NNS work_nn2jolctirht5ngzd4v5ubtgmq 324 38 . . . work_nn2jolctirht5ngzd4v5ubtgmq 325 1 PLoS PLoS : work_nn2jolctirht5ngzd4v5ubtgmq 325 2 One one CD work_nn2jolctirht5ngzd4v5ubtgmq 325 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 326 1 2013;8(10 2013;8(10 LS work_nn2jolctirht5ngzd4v5ubtgmq 326 2 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 326 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 326 4 e75256 e75256 NNP work_nn2jolctirht5ngzd4v5ubtgmq 326 5 . . . work_nn2jolctirht5ngzd4v5ubtgmq 327 1 doi:10.1371 doi:10.1371 NNP work_nn2jolctirht5ngzd4v5ubtgmq 327 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 327 3 journal.pone.0075256 journal.pone.0075256 NNP work_nn2jolctirht5ngzd4v5ubtgmq 327 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 328 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 328 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 328 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 328 4 24130696 24130696 CD work_nn2jolctirht5ngzd4v5ubtgmq 328 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 328 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 328 7 Central central JJ work_nn2jolctirht5ngzd4v5ubtgmq 328 8 PMCID PMCID NNS work_nn2jolctirht5ngzd4v5ubtgmq 328 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 328 10 PMC3793995 PMC3793995 NNP work_nn2jolctirht5ngzd4v5ubtgmq 328 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 328 12 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 328 13 2013/10/17 2013/10/17 CD work_nn2jolctirht5ngzd4v5ubtgmq 328 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 329 1 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 329 2 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 329 3 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 329 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 330 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 330 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 330 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 330 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 330 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 330 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 330 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 330 12 11 11 CD work_nn2jolctirht5ngzd4v5ubtgmq 330 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 330 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 330 15 dx.doi.org/10.1186/s12911-016-0319-y dx.doi.org/10.1186/s12911-016-0319-y NN work_nn2jolctirht5ngzd4v5ubtgmq 330 16 http://dx.doi.org/10.1097/MLR.0b013e31819c95aa http://dx.doi.org/10.1097/MLR.0b013e31819c95aa NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 17 http://dx.doi.org/10.1097/MLR.0b013e31819c95aa http://dx.doi.org/10.1097/MLR.0b013e31819c95aa NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 18 http://dx.doi.org/10.1016/j.jclinepi.2010.10.006 http://dx.doi.org/10.1016/j.jclinepi.2010.10.006 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 19 http://dx.doi.org/10.3899/jrheum.120835 http://dx.doi.org/10.3899/jrheum.120835 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 20 http://dx.doi.org/10.1002/pds.2313 http://dx.doi.org/10.1002/pds.2313 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 21 http://dx.doi.org/10.1186/1472-6963-6-77 http://dx.doi.org/10.1186/1472-6963-6-77 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 22 http://dx.doi.org/10.1002/pds.2321 http://dx.doi.org/10.1002/pds.2321 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 23 http://dx.doi.org/10.1002/pds.2323 http://dx.doi.org/10.1002/pds.2323 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 24 http://dx.doi.org/10.1002/art.23176 http://dx.doi.org/10.1002/art.23176 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 25 http://dx.doi.org/10.1002/art.23176 http://dx.doi.org/10.1002/art.23176 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 26 http://dx.doi.org/10.1002/art.21697 http://dx.doi.org/10.1002/art.21697 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 27 http://dx.doi.org/10.1002/art.23827 http://dx.doi.org/10.1002/art.23827 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 28 http://dx.doi.org/10.1002/acr.21993 http://dx.doi.org/10.1002/acr.21993 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 29 http://dx.doi.org/10.1016/j.jclinepi.2009.06.005 http://dx.doi.org/10.1016/j.jclinepi.2009.06.005 NNP work_nn2jolctirht5ngzd4v5ubtgmq 330 30 http://dx.doi.org/10.1371/journal.pone.0075256 http://dx.doi.org/10.1371/journal.pone.0075256 XX work_nn2jolctirht5ngzd4v5ubtgmq 330 31 19 19 CD work_nn2jolctirht5ngzd4v5ubtgmq 330 32 . . . work_nn2jolctirht5ngzd4v5ubtgmq 331 1 Altman Altman NNP work_nn2jolctirht5ngzd4v5ubtgmq 331 2 DG DG NNP work_nn2jolctirht5ngzd4v5ubtgmq 331 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 331 4 Bland Bland NNP work_nn2jolctirht5ngzd4v5ubtgmq 331 5 JM JM NNP work_nn2jolctirht5ngzd4v5ubtgmq 331 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 331 7 Diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 331 8 tests test NNS work_nn2jolctirht5ngzd4v5ubtgmq 331 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 332 1 1 1 LS work_nn2jolctirht5ngzd4v5ubtgmq 332 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 332 3 Sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 332 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 332 5 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 332 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 333 1 BMJ BMJ NNP work_nn2jolctirht5ngzd4v5ubtgmq 333 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 334 1 1994;308(6943):1552 1994;308(6943):1552 NNP work_nn2jolctirht5ngzd4v5ubtgmq 334 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 335 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 335 2 1994/06/11 1994/06/11 CD work_nn2jolctirht5ngzd4v5ubtgmq 335 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 336 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 336 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 336 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 336 4 8019315 8019315 CD work_nn2jolctirht5ngzd4v5ubtgmq 336 5 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 336 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 336 7 Central central JJ work_nn2jolctirht5ngzd4v5ubtgmq 336 8 PMCID PMCID NNS work_nn2jolctirht5ngzd4v5ubtgmq 336 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 336 10 PMC2540489 PMC2540489 NNP work_nn2jolctirht5ngzd4v5ubtgmq 336 11 . . . work_nn2jolctirht5ngzd4v5ubtgmq 337 1 20 20 CD work_nn2jolctirht5ngzd4v5ubtgmq 337 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 338 1 Simel Simel NNP work_nn2jolctirht5ngzd4v5ubtgmq 338 2 DL DL NNP work_nn2jolctirht5ngzd4v5ubtgmq 338 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 338 4 Samsa Samsa NNP work_nn2jolctirht5ngzd4v5ubtgmq 338 5 GP GP NNP work_nn2jolctirht5ngzd4v5ubtgmq 338 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 338 7 Matchar Matchar NNP work_nn2jolctirht5ngzd4v5ubtgmq 338 8 DB DB NNP work_nn2jolctirht5ngzd4v5ubtgmq 338 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 339 1 Likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 339 2 ratios ratio VBZ work_nn2jolctirht5ngzd4v5ubtgmq 339 3 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 339 4 confidence confidence NN work_nn2jolctirht5ngzd4v5ubtgmq 339 5 : : : work_nn2jolctirht5ngzd4v5ubtgmq 339 6 sample sample NN work_nn2jolctirht5ngzd4v5ubtgmq 339 7 size size NN work_nn2jolctirht5ngzd4v5ubtgmq 339 8 estimation estimation NN work_nn2jolctirht5ngzd4v5ubtgmq 339 9 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 339 10 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 339 11 test test NN work_nn2jolctirht5ngzd4v5ubtgmq 339 12 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 339 13 . . . work_nn2jolctirht5ngzd4v5ubtgmq 340 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 340 2 Clin Clin NNP work_nn2jolctirht5ngzd4v5ubtgmq 340 3 Epidemiol Epidemiol NNP work_nn2jolctirht5ngzd4v5ubtgmq 340 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 341 1 1991;44(8):763 1991;44(8):763 CD work_nn2jolctirht5ngzd4v5ubtgmq 341 2 – – : work_nn2jolctirht5ngzd4v5ubtgmq 341 3 70 70 CD work_nn2jolctirht5ngzd4v5ubtgmq 341 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 342 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 342 2 1991/01/01 1991/01/01 CD work_nn2jolctirht5ngzd4v5ubtgmq 342 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 343 1 21 21 CD work_nn2jolctirht5ngzd4v5ubtgmq 343 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 344 1 Brenner Brenner NNP work_nn2jolctirht5ngzd4v5ubtgmq 344 2 H H NNP work_nn2jolctirht5ngzd4v5ubtgmq 344 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 344 4 Gefeller Gefeller NNP work_nn2jolctirht5ngzd4v5ubtgmq 344 5 O. O. NNP work_nn2jolctirht5ngzd4v5ubtgmq 345 1 Variation variation NN work_nn2jolctirht5ngzd4v5ubtgmq 345 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 345 3 sensitivity sensitivity NN work_nn2jolctirht5ngzd4v5ubtgmq 345 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 345 5 specificity specificity NN work_nn2jolctirht5ngzd4v5ubtgmq 345 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 345 7 likelihood likelihood NN work_nn2jolctirht5ngzd4v5ubtgmq 345 8 ratios ratio NNS work_nn2jolctirht5ngzd4v5ubtgmq 345 9 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 345 10 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 345 11 values value NNS work_nn2jolctirht5ngzd4v5ubtgmq 345 12 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 345 13 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 345 14 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 345 15 . . . work_nn2jolctirht5ngzd4v5ubtgmq 346 1 Stat stat JJ work_nn2jolctirht5ngzd4v5ubtgmq 346 2 Med Med NNP work_nn2jolctirht5ngzd4v5ubtgmq 346 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 347 1 1997;16(9):981–91 1997;16(9):981–91 CD work_nn2jolctirht5ngzd4v5ubtgmq 347 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 348 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 348 2 1997/05/15 1997/05/15 CD work_nn2jolctirht5ngzd4v5ubtgmq 348 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 349 1 22 22 CD work_nn2jolctirht5ngzd4v5ubtgmq 349 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 350 1 Mikkelsen Mikkelsen NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 2 WM WM NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 350 4 Dodge Dodge NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 5 HJ HJ NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 350 7 Duff Duff NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 8 IF IF NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 350 10 Kato Kato NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 11 H. H. NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 12 Estimates Estimates NNPS work_nn2jolctirht5ngzd4v5ubtgmq 350 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 350 14 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 350 15 prevalence prevalence NN work_nn2jolctirht5ngzd4v5ubtgmq 350 16 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 350 17 rheumatic rheumatic JJ work_nn2jolctirht5ngzd4v5ubtgmq 350 18 diseases disease NNS work_nn2jolctirht5ngzd4v5ubtgmq 350 19 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 350 20 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 350 21 population population NN work_nn2jolctirht5ngzd4v5ubtgmq 350 22 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 350 23 Tecumseh Tecumseh NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 24 , , , work_nn2jolctirht5ngzd4v5ubtgmq 350 25 Michigan Michigan NNP work_nn2jolctirht5ngzd4v5ubtgmq 350 26 , , , work_nn2jolctirht5ngzd4v5ubtgmq 350 27 1959–60 1959–60 CD work_nn2jolctirht5ngzd4v5ubtgmq 350 28 . . . work_nn2jolctirht5ngzd4v5ubtgmq 351 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 351 2 Chronic Chronic NNP work_nn2jolctirht5ngzd4v5ubtgmq 351 3 Dis Dis NNP work_nn2jolctirht5ngzd4v5ubtgmq 351 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 352 1 1967;20(6):351–69 1967;20(6):351–69 CD work_nn2jolctirht5ngzd4v5ubtgmq 352 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 353 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 353 2 1967/06/01 1967/06/01 CD work_nn2jolctirht5ngzd4v5ubtgmq 353 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 354 1 23 23 CD work_nn2jolctirht5ngzd4v5ubtgmq 354 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 355 1 Fowles fowl VBZ work_nn2jolctirht5ngzd4v5ubtgmq 355 2 JB JB NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 355 4 Lawthers Lawthers NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 5 AG AG NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 355 7 Weiner Weiner NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 8 JP JP NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 355 10 Garnick Garnick NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 11 DW DW NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 355 13 Petrie Petrie NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 14 DS DS NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 355 16 Palmer Palmer NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 17 RH RH NNP work_nn2jolctirht5ngzd4v5ubtgmq 355 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 356 1 Agreement agreement NN work_nn2jolctirht5ngzd4v5ubtgmq 356 2 between between IN work_nn2jolctirht5ngzd4v5ubtgmq 356 3 physicians physicians NNP work_nn2jolctirht5ngzd4v5ubtgmq 356 4 ’ ’ POS work_nn2jolctirht5ngzd4v5ubtgmq 356 5 office office NN work_nn2jolctirht5ngzd4v5ubtgmq 356 6 records record NNS work_nn2jolctirht5ngzd4v5ubtgmq 356 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 356 8 Medicare Medicare NNP work_nn2jolctirht5ngzd4v5ubtgmq 356 9 Part Part NNP work_nn2jolctirht5ngzd4v5ubtgmq 356 10 B B NNP work_nn2jolctirht5ngzd4v5ubtgmq 356 11 claims claim VBZ work_nn2jolctirht5ngzd4v5ubtgmq 356 12 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 356 13 . . . work_nn2jolctirht5ngzd4v5ubtgmq 357 1 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 357 2 Care Care NNP work_nn2jolctirht5ngzd4v5ubtgmq 357 3 Financ Financ NNP work_nn2jolctirht5ngzd4v5ubtgmq 357 4 Rev. Rev. NNP work_nn2jolctirht5ngzd4v5ubtgmq 358 1 1995;16(4):189–99 1995;16(4):189–99 CD work_nn2jolctirht5ngzd4v5ubtgmq 358 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 359 1 24 24 CD work_nn2jolctirht5ngzd4v5ubtgmq 359 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 360 1 Kadhim Kadhim NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 2 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 360 3 Saleh Saleh NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 4 A A NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 360 6 Green Green NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 7 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 8 , , , work_nn2jolctirht5ngzd4v5ubtgmq 360 9 Williamson Williamson NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 10 T T NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 360 12 Hunter Hunter NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 13 D D NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 360 15 Birtwhistle Birtwhistle NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 16 R. R. NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 17 Validation Validation NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 18 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 360 19 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 360 20 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 360 21 algorithms algorithm NNS work_nn2jolctirht5ngzd4v5ubtgmq 360 22 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 360 23 5 5 CD work_nn2jolctirht5ngzd4v5ubtgmq 360 24 chronic chronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 360 25 conditions condition NNS work_nn2jolctirht5ngzd4v5ubtgmq 360 26 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 360 27 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 360 28 Canadian Canadian NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 29 Primary Primary NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 30 Care Care NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 31 Sentinel Sentinel NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 32 Surveillance Surveillance NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 33 Network Network NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 34 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 360 35 CPCSSN CPCSSN NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 36 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 360 37 : : : work_nn2jolctirht5ngzd4v5ubtgmq 360 38 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 360 39 Kingston Kingston NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 40 Practice- Practice- NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 41 based base VBD work_nn2jolctirht5ngzd4v5ubtgmq 360 42 Research Research NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 43 Network Network NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 44 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 360 45 PBRN PBRN NNP work_nn2jolctirht5ngzd4v5ubtgmq 360 46 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 360 47 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 360 48 . . . work_nn2jolctirht5ngzd4v5ubtgmq 361 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 361 2 Am Am NNP work_nn2jolctirht5ngzd4v5ubtgmq 361 3 Board Board NNP work_nn2jolctirht5ngzd4v5ubtgmq 361 4 Fam Fam NNP work_nn2jolctirht5ngzd4v5ubtgmq 361 5 Med Med NNP work_nn2jolctirht5ngzd4v5ubtgmq 361 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 362 1 2013;26(2 2013;26(2 LS work_nn2jolctirht5ngzd4v5ubtgmq 362 2 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 362 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 362 4 159–67 159–67 CD work_nn2jolctirht5ngzd4v5ubtgmq 362 5 . . . work_nn2jolctirht5ngzd4v5ubtgmq 363 1 doi:10.3122 doi:10.3122 NNP work_nn2jolctirht5ngzd4v5ubtgmq 363 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 363 3 jabfm.2013.02.120183 jabfm.2013.02.120183 NNP work_nn2jolctirht5ngzd4v5ubtgmq 363 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 364 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 364 2 2013/03/09 2013/03/09 CD work_nn2jolctirht5ngzd4v5ubtgmq 364 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 365 1 25 25 CD work_nn2jolctirht5ngzd4v5ubtgmq 365 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 366 1 Harrold Harrold NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 2 LR LR NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 366 4 Yood Yood NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 5 RA RA NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 366 7 Andrade Andrade NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 8 SE SE NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 366 10 Reed Reed NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 11 JI JI NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 366 13 Cernieux Cernieux NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 14 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 366 16 Straus Straus NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 17 W W NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 366 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 366 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 367 1 Evaluating evaluate VBG work_nn2jolctirht5ngzd4v5ubtgmq 367 2 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 367 3 predictive predictive JJ work_nn2jolctirht5ngzd4v5ubtgmq 367 4 value value NN work_nn2jolctirht5ngzd4v5ubtgmq 367 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 367 6 osteoarthritis osteoarthritis JJ work_nn2jolctirht5ngzd4v5ubtgmq 367 7 diagnoses diagnosis NNS work_nn2jolctirht5ngzd4v5ubtgmq 367 8 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 367 9 an an DT work_nn2jolctirht5ngzd4v5ubtgmq 367 10 administrative administrative JJ work_nn2jolctirht5ngzd4v5ubtgmq 367 11 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 367 12 . . . work_nn2jolctirht5ngzd4v5ubtgmq 368 1 Arthritis Arthritis NNP work_nn2jolctirht5ngzd4v5ubtgmq 368 2 Rheum Rheum NNP work_nn2jolctirht5ngzd4v5ubtgmq 368 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 369 1 2000;43(8):1881–5 2000;43(8):1881–5 CD work_nn2jolctirht5ngzd4v5ubtgmq 369 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 370 1 26 26 CD work_nn2jolctirht5ngzd4v5ubtgmq 370 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 371 1 Williamson Williamson NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 2 T T NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 371 4 Green Green NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 5 ME ME NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 371 7 Birtwhistle Birtwhistle NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 8 R R NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 371 10 Khan Khan NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 11 S S NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 371 13 Garies Garies NNPS work_nn2jolctirht5ngzd4v5ubtgmq 371 14 S S NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 371 16 Wong Wong NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 17 ST ST NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 371 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 371 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 372 1 Validating validate VBG work_nn2jolctirht5ngzd4v5ubtgmq 372 2 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 372 3 8 8 CD work_nn2jolctirht5ngzd4v5ubtgmq 372 4 CPCSSN cpcssn NN work_nn2jolctirht5ngzd4v5ubtgmq 372 5 case case NN work_nn2jolctirht5ngzd4v5ubtgmq 372 6 definitions definition NNS work_nn2jolctirht5ngzd4v5ubtgmq 372 7 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 372 8 chronic chronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 372 9 disease disease NN work_nn2jolctirht5ngzd4v5ubtgmq 372 10 surveillance surveillance NN work_nn2jolctirht5ngzd4v5ubtgmq 372 11 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 372 12 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 372 13 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 372 14 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 372 15 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 372 16 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 372 17 electronic electronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 372 18 health health NN work_nn2jolctirht5ngzd4v5ubtgmq 372 19 records record NNS work_nn2jolctirht5ngzd4v5ubtgmq 372 20 . . . work_nn2jolctirht5ngzd4v5ubtgmq 373 1 Ann Ann NNP work_nn2jolctirht5ngzd4v5ubtgmq 373 2 Fam Fam NNP work_nn2jolctirht5ngzd4v5ubtgmq 373 3 Med Med NNP work_nn2jolctirht5ngzd4v5ubtgmq 373 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 374 1 2014 2014 CD work_nn2jolctirht5ngzd4v5ubtgmq 374 2 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 374 3 12(4):367–72 12(4):367–72 CD work_nn2jolctirht5ngzd4v5ubtgmq 374 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 375 1 doi:10.1370 doi:10.1370 NNP work_nn2jolctirht5ngzd4v5ubtgmq 375 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 375 3 afm.1644 afm.1644 NNP work_nn2jolctirht5ngzd4v5ubtgmq 375 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 376 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 376 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 376 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 376 4 25024246 25024246 CD work_nn2jolctirht5ngzd4v5ubtgmq 376 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 376 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 376 7 Central central JJ work_nn2jolctirht5ngzd4v5ubtgmq 376 8 PMCID PMCID NNS work_nn2jolctirht5ngzd4v5ubtgmq 376 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 376 10 PMC4096475 PMC4096475 NNP work_nn2jolctirht5ngzd4v5ubtgmq 376 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 376 12 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 376 13 2014/07/16 2014/07/16 CD work_nn2jolctirht5ngzd4v5ubtgmq 376 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 377 1 27 27 CD work_nn2jolctirht5ngzd4v5ubtgmq 377 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 378 1 Coleman Coleman NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 2 N N NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 378 4 Halas Halas NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 5 G G NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 378 7 Peeler Peeler NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 8 W W NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 378 10 Casaclang Casaclang NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 11 N N NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 378 13 Williamson Williamson NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 14 T T NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 378 16 Katz Katz NNP work_nn2jolctirht5ngzd4v5ubtgmq 378 17 A. a. NN work_nn2jolctirht5ngzd4v5ubtgmq 379 1 From from IN work_nn2jolctirht5ngzd4v5ubtgmq 379 2 patient patient JJ work_nn2jolctirht5ngzd4v5ubtgmq 379 3 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 379 4 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 379 5 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 379 6 : : : work_nn2jolctirht5ngzd4v5ubtgmq 379 7 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 379 8 validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 379 9 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 379 10 examining examine VBG work_nn2jolctirht5ngzd4v5ubtgmq 379 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 379 12 factors factor NNS work_nn2jolctirht5ngzd4v5ubtgmq 379 13 contributing contribute VBG work_nn2jolctirht5ngzd4v5ubtgmq 379 14 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 379 15 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 379 16 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 379 17 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 379 18 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 379 19 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 379 20 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 379 21 electronic electronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 379 22 medical medical JJ work_nn2jolctirht5ngzd4v5ubtgmq 379 23 record record NN work_nn2jolctirht5ngzd4v5ubtgmq 379 24 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 379 25 . . . work_nn2jolctirht5ngzd4v5ubtgmq 380 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 380 2 Fam Fam NNP work_nn2jolctirht5ngzd4v5ubtgmq 380 3 Pract Pract NNP work_nn2jolctirht5ngzd4v5ubtgmq 380 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 381 1 2015;16:11 2015;16:11 LS work_nn2jolctirht5ngzd4v5ubtgmq 381 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 381 3 doi:10.1186 doi:10.1186 NNP work_nn2jolctirht5ngzd4v5ubtgmq 381 4 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 381 5 s12875 s12875 NNP work_nn2jolctirht5ngzd4v5ubtgmq 381 6 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 381 7 015 015 CD work_nn2jolctirht5ngzd4v5ubtgmq 381 8 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 381 9 0223-z 0223-z NN work_nn2jolctirht5ngzd4v5ubtgmq 381 10 . . . work_nn2jolctirht5ngzd4v5ubtgmq 382 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 382 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 382 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 382 4 25649201 25649201 CD work_nn2jolctirht5ngzd4v5ubtgmq 382 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 382 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 382 7 Central central JJ work_nn2jolctirht5ngzd4v5ubtgmq 382 8 PMCID PMCID NNS work_nn2jolctirht5ngzd4v5ubtgmq 382 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 382 10 PMC4324413 PMC4324413 NNP work_nn2jolctirht5ngzd4v5ubtgmq 382 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 382 12 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 382 13 2015/02/05 2015/02/05 CD work_nn2jolctirht5ngzd4v5ubtgmq 382 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 383 1 28 28 CD work_nn2jolctirht5ngzd4v5ubtgmq 383 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 384 1 Lix Lix NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 2 L L NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 384 4 Yogendran Yogendran NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 5 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 384 7 Burchill Burchill NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 8 C C NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 384 10 Metge Metge NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 11 C C NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 384 13 McKeen McKeen NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 14 N N NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 384 16 Moore Moore NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 17 D D NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 384 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 384 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 385 1 Defining define VBG work_nn2jolctirht5ngzd4v5ubtgmq 385 2 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 385 3 Validating validate VBG work_nn2jolctirht5ngzd4v5ubtgmq 385 4 Chronic chronic JJ work_nn2jolctirht5ngzd4v5ubtgmq 385 5 Diseases disease NNS work_nn2jolctirht5ngzd4v5ubtgmq 385 6 : : : work_nn2jolctirht5ngzd4v5ubtgmq 385 7 An an DT work_nn2jolctirht5ngzd4v5ubtgmq 385 8 Administrative Administrative NNP work_nn2jolctirht5ngzd4v5ubtgmq 385 9 Data Data NNP work_nn2jolctirht5ngzd4v5ubtgmq 385 10 Approach Approach NNP work_nn2jolctirht5ngzd4v5ubtgmq 385 11 . . . work_nn2jolctirht5ngzd4v5ubtgmq 386 1 Winnipeg Winnipeg NNP work_nn2jolctirht5ngzd4v5ubtgmq 386 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 386 3 Manitoba Manitoba NNP work_nn2jolctirht5ngzd4v5ubtgmq 386 4 Centre Centre NNP work_nn2jolctirht5ngzd4v5ubtgmq 386 5 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 386 6 Health Health NNP work_nn2jolctirht5ngzd4v5ubtgmq 386 7 Policy Policy NNP work_nn2jolctirht5ngzd4v5ubtgmq 386 8 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 386 9 2006 2006 CD work_nn2jolctirht5ngzd4v5ubtgmq 386 10 . . . work_nn2jolctirht5ngzd4v5ubtgmq 387 1 29 29 CD work_nn2jolctirht5ngzd4v5ubtgmq 387 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 388 1 Rahman Rahman NNP work_nn2jolctirht5ngzd4v5ubtgmq 388 2 JA JA NNP work_nn2jolctirht5ngzd4v5ubtgmq 388 3 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 388 4 , , , work_nn2jolctirht5ngzd4v5ubtgmq 388 5 Kopec Kopec NNP work_nn2jolctirht5ngzd4v5ubtgmq 388 6 JA JA NNP work_nn2jolctirht5ngzd4v5ubtgmq 388 7 , , , work_nn2jolctirht5ngzd4v5ubtgmq 388 8 Cibere Cibere NNP work_nn2jolctirht5ngzd4v5ubtgmq 388 9 J. J. NNP work_nn2jolctirht5ngzd4v5ubtgmq 388 10 Abstract Abstract NNP work_nn2jolctirht5ngzd4v5ubtgmq 388 11 no no NN work_nn2jolctirht5ngzd4v5ubtgmq 388 12 . . . work_nn2jolctirht5ngzd4v5ubtgmq 389 1 342 342 CD work_nn2jolctirht5ngzd4v5ubtgmq 389 2 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 389 3 Validation validation NN work_nn2jolctirht5ngzd4v5ubtgmq 389 4 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 389 5 Administrative Administrative NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 6 Osteoarthritis Osteoarthritis NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 7 Diagnosis Diagnosis NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 8 using use VBG work_nn2jolctirht5ngzd4v5ubtgmq 389 9 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 389 10 Clinical Clinical NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 11 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 389 12 Radiological Radiological NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 13 Population Population NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 14 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 389 15 Based base VBN work_nn2jolctirht5ngzd4v5ubtgmq 389 16 Cohort Cohort NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 17 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 389 18 British British NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 19 Columbia Columbia NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 20 , , , work_nn2jolctirht5ngzd4v5ubtgmq 389 21 Canada Canada NNP work_nn2jolctirht5ngzd4v5ubtgmq 389 22 . . . work_nn2jolctirht5ngzd4v5ubtgmq 390 1 Osteoarthritis Osteoarthritis NNP work_nn2jolctirht5ngzd4v5ubtgmq 390 2 Cartilage Cartilage NNP work_nn2jolctirht5ngzd4v5ubtgmq 390 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 391 1 2014;14(Supplement 2014;14(supplement CD work_nn2jolctirht5ngzd4v5ubtgmq 391 2 4):S150 4):s150 CD work_nn2jolctirht5ngzd4v5ubtgmq 391 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 392 1 30 30 CD work_nn2jolctirht5ngzd4v5ubtgmq 392 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 393 1 Birtwhistle Birtwhistle NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 2 R R NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 393 4 Keshavjee Keshavjee NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 5 K K NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 393 7 Lambert Lambert NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 8 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 393 9 Lanning Lanning NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 10 A A NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 393 12 Godwin Godwin NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 13 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 14 , , , work_nn2jolctirht5ngzd4v5ubtgmq 393 15 Greiver Greiver NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 16 M M NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 17 , , , work_nn2jolctirht5ngzd4v5ubtgmq 393 18 Manca Manca NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 19 D D NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 20 , , , work_nn2jolctirht5ngzd4v5ubtgmq 393 21 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 22 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 393 23 . . . work_nn2jolctirht5ngzd4v5ubtgmq 394 1 Building build VBG work_nn2jolctirht5ngzd4v5ubtgmq 394 2 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 394 3 pan pan JJ work_nn2jolctirht5ngzd4v5ubtgmq 394 4 - - JJ work_nn2jolctirht5ngzd4v5ubtgmq 394 5 Canadian canadian JJ work_nn2jolctirht5ngzd4v5ubtgmq 394 6 primary primary JJ work_nn2jolctirht5ngzd4v5ubtgmq 394 7 care care NN work_nn2jolctirht5ngzd4v5ubtgmq 394 8 sentinel sentinel NN work_nn2jolctirht5ngzd4v5ubtgmq 394 9 surveillance surveillance NN work_nn2jolctirht5ngzd4v5ubtgmq 394 10 network network NN work_nn2jolctirht5ngzd4v5ubtgmq 394 11 : : : work_nn2jolctirht5ngzd4v5ubtgmq 394 12 initial initial JJ work_nn2jolctirht5ngzd4v5ubtgmq 394 13 development development NN work_nn2jolctirht5ngzd4v5ubtgmq 394 14 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 394 15 moving move VBG work_nn2jolctirht5ngzd4v5ubtgmq 394 16 forward forward RB work_nn2jolctirht5ngzd4v5ubtgmq 394 17 . . . work_nn2jolctirht5ngzd4v5ubtgmq 395 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 395 2 Am Am NNP work_nn2jolctirht5ngzd4v5ubtgmq 395 3 Board Board NNP work_nn2jolctirht5ngzd4v5ubtgmq 395 4 Fam Fam NNP work_nn2jolctirht5ngzd4v5ubtgmq 395 5 Med Med NNP work_nn2jolctirht5ngzd4v5ubtgmq 395 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 396 1 2009;22(4 2009;22(4 LS work_nn2jolctirht5ngzd4v5ubtgmq 396 2 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 396 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 396 4 412–22 412–22 CD work_nn2jolctirht5ngzd4v5ubtgmq 396 5 . . . work_nn2jolctirht5ngzd4v5ubtgmq 397 1 doi:10.3122 doi:10.3122 NNP work_nn2jolctirht5ngzd4v5ubtgmq 397 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 397 3 jabfm.2009.04.090081 jabfm.2009.04.090081 NNS work_nn2jolctirht5ngzd4v5ubtgmq 397 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 398 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 398 2 2009/07/10 2009/07/10 CD work_nn2jolctirht5ngzd4v5ubtgmq 398 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 399 1 31 31 CD work_nn2jolctirht5ngzd4v5ubtgmq 399 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 399 3 van van NNP work_nn2jolctirht5ngzd4v5ubtgmq 399 4 Walraven Walraven NNP work_nn2jolctirht5ngzd4v5ubtgmq 399 5 C C NNP work_nn2jolctirht5ngzd4v5ubtgmq 399 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 399 7 Austin Austin NNP work_nn2jolctirht5ngzd4v5ubtgmq 399 8 P. P. NNP work_nn2jolctirht5ngzd4v5ubtgmq 399 9 Administrative Administrative NNP work_nn2jolctirht5ngzd4v5ubtgmq 399 10 database database NN work_nn2jolctirht5ngzd4v5ubtgmq 399 11 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 399 12 has have VBZ work_nn2jolctirht5ngzd4v5ubtgmq 399 13 unique unique JJ work_nn2jolctirht5ngzd4v5ubtgmq 399 14 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 399 15 that that WDT work_nn2jolctirht5ngzd4v5ubtgmq 399 16 can can MD work_nn2jolctirht5ngzd4v5ubtgmq 399 17 risk risk VB work_nn2jolctirht5ngzd4v5ubtgmq 399 18 biased bias VBN work_nn2jolctirht5ngzd4v5ubtgmq 399 19 results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 399 20 . . . work_nn2jolctirht5ngzd4v5ubtgmq 400 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 400 2 Clin Clin NNP work_nn2jolctirht5ngzd4v5ubtgmq 400 3 Epidemiol Epidemiol NNP work_nn2jolctirht5ngzd4v5ubtgmq 400 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 401 1 2012;65(2):126–31 2012;65(2):126–31 LS work_nn2jolctirht5ngzd4v5ubtgmq 401 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 402 1 doi:10.1016 doi:10.1016 NNP work_nn2jolctirht5ngzd4v5ubtgmq 402 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 402 3 j.jclinepi.2011.08.002 j.jclinepi.2011.08.002 CD work_nn2jolctirht5ngzd4v5ubtgmq 402 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 403 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 403 2 2011/11/15 2011/11/15 CD work_nn2jolctirht5ngzd4v5ubtgmq 403 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 404 1 32 32 CD work_nn2jolctirht5ngzd4v5ubtgmq 404 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 405 1 Jencks Jencks NNP work_nn2jolctirht5ngzd4v5ubtgmq 405 2 SF SF NNP work_nn2jolctirht5ngzd4v5ubtgmq 405 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 405 4 Williams Williams NNP work_nn2jolctirht5ngzd4v5ubtgmq 405 5 DK DK NNP work_nn2jolctirht5ngzd4v5ubtgmq 405 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 405 7 Kay Kay NNP work_nn2jolctirht5ngzd4v5ubtgmq 405 8 TL TL NNP work_nn2jolctirht5ngzd4v5ubtgmq 405 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 406 1 Assessing assess VBG work_nn2jolctirht5ngzd4v5ubtgmq 406 2 hospital hospital NN work_nn2jolctirht5ngzd4v5ubtgmq 406 3 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 406 4 associated associate VBN work_nn2jolctirht5ngzd4v5ubtgmq 406 5 deaths death NNS work_nn2jolctirht5ngzd4v5ubtgmq 406 6 from from IN work_nn2jolctirht5ngzd4v5ubtgmq 406 7 discharge discharge NN work_nn2jolctirht5ngzd4v5ubtgmq 406 8 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 406 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 407 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 407 2 role role NN work_nn2jolctirht5ngzd4v5ubtgmq 407 3 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 407 4 length length NN work_nn2jolctirht5ngzd4v5ubtgmq 407 5 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 407 6 stay stay NN work_nn2jolctirht5ngzd4v5ubtgmq 407 7 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 407 8 comorbidities comorbiditie NNS work_nn2jolctirht5ngzd4v5ubtgmq 407 9 . . . work_nn2jolctirht5ngzd4v5ubtgmq 408 1 JAMA JAMA NNP work_nn2jolctirht5ngzd4v5ubtgmq 408 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 409 1 1988 1988 CD work_nn2jolctirht5ngzd4v5ubtgmq 409 2 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 409 3 260(15):2240–6 260(15):2240–6 NNP work_nn2jolctirht5ngzd4v5ubtgmq 409 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 410 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 410 2 1988/10/21 1988/10/21 CD work_nn2jolctirht5ngzd4v5ubtgmq 410 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 411 1 33 33 CD work_nn2jolctirht5ngzd4v5ubtgmq 411 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 412 1 Kim Kim NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 2 C C NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 412 4 Nevitt Nevitt NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 5 MC MC NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 412 7 Niu Niu NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 8 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 9 , , , work_nn2jolctirht5ngzd4v5ubtgmq 412 10 Clancy Clancy NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 11 MM MM NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 12 , , , work_nn2jolctirht5ngzd4v5ubtgmq 412 13 Lane Lane NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 14 NE NE NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 15 , , , work_nn2jolctirht5ngzd4v5ubtgmq 412 16 Link Link NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 17 TM TM NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 18 , , , work_nn2jolctirht5ngzd4v5ubtgmq 412 19 et et NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 20 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 412 21 . . . work_nn2jolctirht5ngzd4v5ubtgmq 413 1 Association Association NNP work_nn2jolctirht5ngzd4v5ubtgmq 413 2 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 413 3 hip hip NNP work_nn2jolctirht5ngzd4v5ubtgmq 413 4 pain pain NN work_nn2jolctirht5ngzd4v5ubtgmq 413 5 with with IN work_nn2jolctirht5ngzd4v5ubtgmq 413 6 radiographic radiographic JJ work_nn2jolctirht5ngzd4v5ubtgmq 413 7 evidence evidence NN work_nn2jolctirht5ngzd4v5ubtgmq 413 8 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 413 9 hip hip NN work_nn2jolctirht5ngzd4v5ubtgmq 413 10 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 413 11 : : : work_nn2jolctirht5ngzd4v5ubtgmq 413 12 diagnostic diagnostic JJ work_nn2jolctirht5ngzd4v5ubtgmq 413 13 test test NN work_nn2jolctirht5ngzd4v5ubtgmq 413 14 study study NN work_nn2jolctirht5ngzd4v5ubtgmq 413 15 . . . work_nn2jolctirht5ngzd4v5ubtgmq 414 1 BMJ BMJ NNP work_nn2jolctirht5ngzd4v5ubtgmq 414 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 415 1 2015;351 2015;351 LS work_nn2jolctirht5ngzd4v5ubtgmq 415 2 : : : work_nn2jolctirht5ngzd4v5ubtgmq 415 3 h5983 h5983 NNP work_nn2jolctirht5ngzd4v5ubtgmq 415 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 416 1 doi:10.1136 doi:10.1136 NNP work_nn2jolctirht5ngzd4v5ubtgmq 416 2 / / SYM work_nn2jolctirht5ngzd4v5ubtgmq 416 3 bmj.h5983 bmj.h5983 NNP work_nn2jolctirht5ngzd4v5ubtgmq 416 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 417 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 417 2 2015/12/04 2015/12/04 CD work_nn2jolctirht5ngzd4v5ubtgmq 417 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 418 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 418 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 418 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 418 4 26631296 26631296 CD work_nn2jolctirht5ngzd4v5ubtgmq 418 5 ; ; : work_nn2jolctirht5ngzd4v5ubtgmq 418 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 418 7 Central central JJ work_nn2jolctirht5ngzd4v5ubtgmq 418 8 PMCID PMCID NNS work_nn2jolctirht5ngzd4v5ubtgmq 418 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 418 10 PMC4667842 PMC4667842 NNP work_nn2jolctirht5ngzd4v5ubtgmq 418 11 . . . work_nn2jolctirht5ngzd4v5ubtgmq 419 1 34 34 CD work_nn2jolctirht5ngzd4v5ubtgmq 419 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 420 1 Hannan Hannan NNP work_nn2jolctirht5ngzd4v5ubtgmq 420 2 MT MT NNP work_nn2jolctirht5ngzd4v5ubtgmq 420 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 420 4 Felson Felson NNP work_nn2jolctirht5ngzd4v5ubtgmq 420 5 DT DT NNP work_nn2jolctirht5ngzd4v5ubtgmq 420 6 , , , work_nn2jolctirht5ngzd4v5ubtgmq 420 7 Pincus Pincus NNP work_nn2jolctirht5ngzd4v5ubtgmq 420 8 T. T. NNP work_nn2jolctirht5ngzd4v5ubtgmq 420 9 Analysis Analysis NNP work_nn2jolctirht5ngzd4v5ubtgmq 420 10 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 420 11 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 420 12 discordance discordance NN work_nn2jolctirht5ngzd4v5ubtgmq 420 13 between between IN work_nn2jolctirht5ngzd4v5ubtgmq 420 14 radiographic radiographic JJ work_nn2jolctirht5ngzd4v5ubtgmq 420 15 changes change NNS work_nn2jolctirht5ngzd4v5ubtgmq 420 16 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 420 17 knee knee NN work_nn2jolctirht5ngzd4v5ubtgmq 420 18 pain pain NN work_nn2jolctirht5ngzd4v5ubtgmq 420 19 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 420 20 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 420 21 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 420 22 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 420 23 knee knee NN work_nn2jolctirht5ngzd4v5ubtgmq 420 24 . . . work_nn2jolctirht5ngzd4v5ubtgmq 421 1 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 421 2 Rheumatol Rheumatol NNP work_nn2jolctirht5ngzd4v5ubtgmq 421 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 422 1 2000;27(6):1513–7 2000;27(6):1513–7 LS work_nn2jolctirht5ngzd4v5ubtgmq 422 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 423 1 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 423 2 2000/06/14 2000/06/14 CD work_nn2jolctirht5ngzd4v5ubtgmq 423 3 . . . work_nn2jolctirht5ngzd4v5ubtgmq 424 1 35 35 CD work_nn2jolctirht5ngzd4v5ubtgmq 424 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 425 1 Bedson Bedson NNP work_nn2jolctirht5ngzd4v5ubtgmq 425 2 J J NNP work_nn2jolctirht5ngzd4v5ubtgmq 425 3 , , , work_nn2jolctirht5ngzd4v5ubtgmq 425 4 Croft Croft NNP work_nn2jolctirht5ngzd4v5ubtgmq 425 5 PR PR NNP work_nn2jolctirht5ngzd4v5ubtgmq 425 6 . . . work_nn2jolctirht5ngzd4v5ubtgmq 426 1 The the DT work_nn2jolctirht5ngzd4v5ubtgmq 426 2 discordance discordance NN work_nn2jolctirht5ngzd4v5ubtgmq 426 3 between between IN work_nn2jolctirht5ngzd4v5ubtgmq 426 4 clinical clinical JJ work_nn2jolctirht5ngzd4v5ubtgmq 426 5 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 426 6 radiographic radiographic JJ work_nn2jolctirht5ngzd4v5ubtgmq 426 7 knee knee NN work_nn2jolctirht5ngzd4v5ubtgmq 426 8 osteoarthritis osteoarthritis NN work_nn2jolctirht5ngzd4v5ubtgmq 426 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 426 10 a a DT work_nn2jolctirht5ngzd4v5ubtgmq 426 11 systematic systematic JJ work_nn2jolctirht5ngzd4v5ubtgmq 426 12 search search NN work_nn2jolctirht5ngzd4v5ubtgmq 426 13 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 426 14 summary summary NN work_nn2jolctirht5ngzd4v5ubtgmq 426 15 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 426 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 426 17 literature literature NN work_nn2jolctirht5ngzd4v5ubtgmq 426 18 . . . work_nn2jolctirht5ngzd4v5ubtgmq 427 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 427 2 Musculoskelet Musculoskelet NNP work_nn2jolctirht5ngzd4v5ubtgmq 427 3 Disord Disord NNP work_nn2jolctirht5ngzd4v5ubtgmq 427 4 . . . work_nn2jolctirht5ngzd4v5ubtgmq 428 1 2008;9:116 2008;9:116 CD work_nn2jolctirht5ngzd4v5ubtgmq 428 2 . . . work_nn2jolctirht5ngzd4v5ubtgmq 428 3 doi:10.1186/1471 doi:10.1186/1471 JJ work_nn2jolctirht5ngzd4v5ubtgmq 428 4 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 428 5 2474 2474 CD work_nn2jolctirht5ngzd4v5ubtgmq 428 6 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 428 7 9 9 CD work_nn2jolctirht5ngzd4v5ubtgmq 428 8 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 428 9 116 116 CD work_nn2jolctirht5ngzd4v5ubtgmq 428 10 . . . work_nn2jolctirht5ngzd4v5ubtgmq 429 1 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 429 2 PMID PMID NNP work_nn2jolctirht5ngzd4v5ubtgmq 429 3 : : : work_nn2jolctirht5ngzd4v5ubtgmq 429 4 18764949 18764949 CD work_nn2jolctirht5ngzd4v5ubtgmq 429 5 , , , work_nn2jolctirht5ngzd4v5ubtgmq 429 6 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 429 7 Central central JJ work_nn2jolctirht5ngzd4v5ubtgmq 429 8 PMCID pmcid NN work_nn2jolctirht5ngzd4v5ubtgmq 429 9 : : : work_nn2jolctirht5ngzd4v5ubtgmq 429 10 PMC2542996 PMC2542996 NNP work_nn2jolctirht5ngzd4v5ubtgmq 429 11 , , , work_nn2jolctirht5ngzd4v5ubtgmq 429 12 Epub Epub NNP work_nn2jolctirht5ngzd4v5ubtgmq 429 13 2008/09/04 2008/09/04 CD work_nn2jolctirht5ngzd4v5ubtgmq 429 14 . . . work_nn2jolctirht5ngzd4v5ubtgmq 430 1 • • VBP work_nn2jolctirht5ngzd4v5ubtgmq 430 2 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 430 3 accept accept VBP work_nn2jolctirht5ngzd4v5ubtgmq 430 4 pre pre JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 5 - - JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 6 submission submission JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 7 inquiries inquiry NNS work_nn2jolctirht5ngzd4v5ubtgmq 430 8 • • VBP work_nn2jolctirht5ngzd4v5ubtgmq 430 9 Our -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 430 10 selector selector NN work_nn2jolctirht5ngzd4v5ubtgmq 430 11 tool tool NN work_nn2jolctirht5ngzd4v5ubtgmq 430 12 helps help VBZ work_nn2jolctirht5ngzd4v5ubtgmq 430 13 you -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 430 14 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 430 15 find find VB work_nn2jolctirht5ngzd4v5ubtgmq 430 16 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 430 17 most most RBS work_nn2jolctirht5ngzd4v5ubtgmq 430 18 relevant relevant JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 19 journal journal NN work_nn2jolctirht5ngzd4v5ubtgmq 430 20 • • NNP work_nn2jolctirht5ngzd4v5ubtgmq 430 21 We -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 430 22 provide provide VBP work_nn2jolctirht5ngzd4v5ubtgmq 430 23 round round IN work_nn2jolctirht5ngzd4v5ubtgmq 430 24 the the DT work_nn2jolctirht5ngzd4v5ubtgmq 430 25 clock clock NN work_nn2jolctirht5ngzd4v5ubtgmq 430 26 customer customer NN work_nn2jolctirht5ngzd4v5ubtgmq 430 27 support support NN work_nn2jolctirht5ngzd4v5ubtgmq 430 28 • • VB work_nn2jolctirht5ngzd4v5ubtgmq 430 29 Convenient convenient JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 30 online online JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 31 submission submission NN work_nn2jolctirht5ngzd4v5ubtgmq 430 32 • • NN work_nn2jolctirht5ngzd4v5ubtgmq 430 33 Thorough thorough JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 34 peer peer NN work_nn2jolctirht5ngzd4v5ubtgmq 430 35 review review NN work_nn2jolctirht5ngzd4v5ubtgmq 430 36 • • VBP work_nn2jolctirht5ngzd4v5ubtgmq 430 37 Inclusion inclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 430 38 in in IN work_nn2jolctirht5ngzd4v5ubtgmq 430 39 PubMed PubMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 430 40 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 430 41 all all DT work_nn2jolctirht5ngzd4v5ubtgmq 430 42 major major JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 43 indexing indexing NN work_nn2jolctirht5ngzd4v5ubtgmq 430 44 services service NNS work_nn2jolctirht5ngzd4v5ubtgmq 430 45 • • VBP work_nn2jolctirht5ngzd4v5ubtgmq 430 46 Maximum maximum JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 47 visibility visibility NN work_nn2jolctirht5ngzd4v5ubtgmq 430 48 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 430 49 your -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 430 50 research research NN work_nn2jolctirht5ngzd4v5ubtgmq 430 51 Submit submit VB work_nn2jolctirht5ngzd4v5ubtgmq 430 52 your -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 430 53 manuscript manuscript NN work_nn2jolctirht5ngzd4v5ubtgmq 430 54 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 430 55 www.biomedcentral.com/submit www.biomedcentral.com/submit NNP work_nn2jolctirht5ngzd4v5ubtgmq 430 56 Submit Submit NNP work_nn2jolctirht5ngzd4v5ubtgmq 430 57 your -PRON- PRP$ work_nn2jolctirht5ngzd4v5ubtgmq 430 58 next next JJ work_nn2jolctirht5ngzd4v5ubtgmq 430 59 manuscript manuscript NN work_nn2jolctirht5ngzd4v5ubtgmq 430 60 to to IN work_nn2jolctirht5ngzd4v5ubtgmq 430 61 BioMed BioMed NNP work_nn2jolctirht5ngzd4v5ubtgmq 430 62 Central Central NNP work_nn2jolctirht5ngzd4v5ubtgmq 430 63 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 430 64 we -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 430 65 will will MD work_nn2jolctirht5ngzd4v5ubtgmq 430 66 help help VB work_nn2jolctirht5ngzd4v5ubtgmq 430 67 you -PRON- PRP work_nn2jolctirht5ngzd4v5ubtgmq 430 68 at at IN work_nn2jolctirht5ngzd4v5ubtgmq 430 69 every every DT work_nn2jolctirht5ngzd4v5ubtgmq 430 70 step step NN work_nn2jolctirht5ngzd4v5ubtgmq 430 71 : : : work_nn2jolctirht5ngzd4v5ubtgmq 430 72 Shrestha Shrestha NNP work_nn2jolctirht5ngzd4v5ubtgmq 430 73 et et FW work_nn2jolctirht5ngzd4v5ubtgmq 430 74 al al NNP work_nn2jolctirht5ngzd4v5ubtgmq 430 75 . . . work_nn2jolctirht5ngzd4v5ubtgmq 431 1 BMC BMC NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 2 Medical Medical NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 3 Informatics Informatics NNPS work_nn2jolctirht5ngzd4v5ubtgmq 431 4 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 431 5 Decision Decision NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 6 Making Making NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 7 ( ( -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 431 8 2016 2016 CD work_nn2jolctirht5ngzd4v5ubtgmq 431 9 ) ) -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 431 10 16:82 16:82 CD work_nn2jolctirht5ngzd4v5ubtgmq 431 11 Page page NN work_nn2jolctirht5ngzd4v5ubtgmq 431 12 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 431 13 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 431 14 12 12 CD work_nn2jolctirht5ngzd4v5ubtgmq 431 15 http://dx.doi.org/10.3122/jabfm.2013.02.120183 http://dx.doi.org/10.3122/jabfm.2013.02.120183 NN work_nn2jolctirht5ngzd4v5ubtgmq 431 16 http://dx.doi.org/10.1370/afm.1644 http://dx.doi.org/10.1370/afm.1644 NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 17 http://dx.doi.org/10.1186/s12875-015-0223-z http://dx.doi.org/10.1186/s12875-015-0223-z NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 18 http://dx.doi.org/10.3122/jabfm.2009.04.090081 http://dx.doi.org/10.3122/jabfm.2009.04.090081 VBZ work_nn2jolctirht5ngzd4v5ubtgmq 431 19 http://dx.doi.org/10.1016/j.jclinepi.2011.08.002 http://dx.doi.org/10.1016/j.jclinepi.2011.08.002 VB work_nn2jolctirht5ngzd4v5ubtgmq 431 20 http://dx.doi.org/10.1136/bmj.h5983 http://dx.doi.org/10.1136/bmj.h5983 NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 21 http://dx.doi.org/10.1186/1471-2474-9-116 http://dx.doi.org/10.1186/1471-2474-9-116 ADD work_nn2jolctirht5ngzd4v5ubtgmq 431 22 Abstract abstract JJ work_nn2jolctirht5ngzd4v5ubtgmq 431 23 Background background NN work_nn2jolctirht5ngzd4v5ubtgmq 431 24 Methods Methods NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 25 Results Results NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 26 Conclusions Conclusions NNPS work_nn2jolctirht5ngzd4v5ubtgmq 431 27 Background Background NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 28 Methods Methods NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 29 Study Study NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 30 identification identification NN work_nn2jolctirht5ngzd4v5ubtgmq 431 31 Inclusion inclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 431 32 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 431 33 exclusion exclusion NN work_nn2jolctirht5ngzd4v5ubtgmq 431 34 criteria criterion NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 35 Data Data NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 36 abstraction abstraction NN work_nn2jolctirht5ngzd4v5ubtgmq 431 37 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 431 38 quality quality NN work_nn2jolctirht5ngzd4v5ubtgmq 431 39 assessment assessment NN work_nn2jolctirht5ngzd4v5ubtgmq 431 40 Analysis Analysis NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 41 Results Results NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 42 Search Search NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 43 results result NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 44 Features feature NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 45 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 431 46 abstracted abstract VBN work_nn2jolctirht5ngzd4v5ubtgmq 431 47 studies study NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 48 Performance Performance NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 49 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 50 stratified stratify VBN work_nn2jolctirht5ngzd4v5ubtgmq 431 51 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 431 52 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 431 53 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 431 54 type type NN work_nn2jolctirht5ngzd4v5ubtgmq 431 55 Performance Performance NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 56 characteristics characteristic NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 57 stratified stratify VBN work_nn2jolctirht5ngzd4v5ubtgmq 431 58 by by IN work_nn2jolctirht5ngzd4v5ubtgmq 431 59 reference reference NN work_nn2jolctirht5ngzd4v5ubtgmq 431 60 standard standard JJ work_nn2jolctirht5ngzd4v5ubtgmq 431 61 type type NN work_nn2jolctirht5ngzd4v5ubtgmq 431 62 Self self NN work_nn2jolctirht5ngzd4v5ubtgmq 431 63 - - HYPH work_nn2jolctirht5ngzd4v5ubtgmq 431 64 report report NN work_nn2jolctirht5ngzd4v5ubtgmq 431 65 ACR ACR NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 66 criteria criteria VBZ work_nn2jolctirht5ngzd4v5ubtgmq 431 67 Physician physician JJ work_nn2jolctirht5ngzd4v5ubtgmq 431 68 diagnosis diagnosis NN work_nn2jolctirht5ngzd4v5ubtgmq 431 69 Quality Quality NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 70 assessment assessment NN work_nn2jolctirht5ngzd4v5ubtgmq 431 71 Discussion Discussion NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 72 Conclusions Conclusions NNPS work_nn2jolctirht5ngzd4v5ubtgmq 431 73 Additional additional JJ work_nn2jolctirht5ngzd4v5ubtgmq 431 74 file file NN work_nn2jolctirht5ngzd4v5ubtgmq 431 75 show show NN work_nn2jolctirht5ngzd4v5ubtgmq 431 76 [ [ -LRB- work_nn2jolctirht5ngzd4v5ubtgmq 431 77 Abbreviations Abbreviations NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 78 ] ] -RRB- work_nn2jolctirht5ngzd4v5ubtgmq 431 79 Funding Funding NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 80 Availability Availability NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 81 of of IN work_nn2jolctirht5ngzd4v5ubtgmq 431 82 data datum NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 83 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 431 84 materials material NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 85 Authors Authors NNP work_nn2jolctirht5ngzd4v5ubtgmq 431 86 ’ ’ POS work_nn2jolctirht5ngzd4v5ubtgmq 431 87 contributions contribution NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 88 Competing compete VBG work_nn2jolctirht5ngzd4v5ubtgmq 431 89 interests interest NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 90 Consent consent NN work_nn2jolctirht5ngzd4v5ubtgmq 431 91 for for IN work_nn2jolctirht5ngzd4v5ubtgmq 431 92 publication publication NN work_nn2jolctirht5ngzd4v5ubtgmq 431 93 Ethics ethic NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 94 approval approval NN work_nn2jolctirht5ngzd4v5ubtgmq 431 95 and and CC work_nn2jolctirht5ngzd4v5ubtgmq 431 96 consent consent NN work_nn2jolctirht5ngzd4v5ubtgmq 431 97 to to TO work_nn2jolctirht5ngzd4v5ubtgmq 431 98 participate participate VB work_nn2jolctirht5ngzd4v5ubtgmq 431 99 Author author NN work_nn2jolctirht5ngzd4v5ubtgmq 431 100 details detail NNS work_nn2jolctirht5ngzd4v5ubtgmq 431 101 References reference NNS