id sid tid token lemma pos cord-269264-ebqq8x8a 1 1 key key NN cord-269264-ebqq8x8a 1 2 : : : cord-269264-ebqq8x8a 2 1 cord-269264-ebqq8x8a cord-269264-ebqq8x8a NNP cord-269264-ebqq8x8a 2 2 authors author NNS cord-269264-ebqq8x8a 2 3 : : : cord-269264-ebqq8x8a 2 4 Winter Winter NNP cord-269264-ebqq8x8a 2 5 , , , cord-269264-ebqq8x8a 2 6 Amy Amy NNP cord-269264-ebqq8x8a 2 7 K K NNP cord-269264-ebqq8x8a 2 8 ; ; : cord-269264-ebqq8x8a 2 9 Hegde Hegde NNP cord-269264-ebqq8x8a 2 10 , , , cord-269264-ebqq8x8a 2 11 Sonia Sonia NNP cord-269264-ebqq8x8a 2 12 T T NNP cord-269264-ebqq8x8a 2 13 title title NN cord-269264-ebqq8x8a 2 14 : : : cord-269264-ebqq8x8a 2 15 The the DT cord-269264-ebqq8x8a 2 16 important important JJ cord-269264-ebqq8x8a 2 17 role role NN cord-269264-ebqq8x8a 2 18 of of IN cord-269264-ebqq8x8a 2 19 serology serology NN cord-269264-ebqq8x8a 2 20 for for IN cord-269264-ebqq8x8a 2 21 COVID-19 covid-19 JJ cord-269264-ebqq8x8a 2 22 control control NN cord-269264-ebqq8x8a 2 23 date date NN cord-269264-ebqq8x8a 2 24 : : : cord-269264-ebqq8x8a 2 25 2020 2020 CD cord-269264-ebqq8x8a 2 26 - - HYPH cord-269264-ebqq8x8a 2 27 04 04 CD cord-269264-ebqq8x8a 2 28 - - SYM cord-269264-ebqq8x8a 2 29 21 21 CD cord-269264-ebqq8x8a 2 30 journal journal NN cord-269264-ebqq8x8a 2 31 : : : cord-269264-ebqq8x8a 3 1 Lancet Lancet NNP cord-269264-ebqq8x8a 3 2 Infect infect VB cord-269264-ebqq8x8a 3 3 Dis dis NN cord-269264-ebqq8x8a 3 4 DOI doi NN cord-269264-ebqq8x8a 4 1 : : : cord-269264-ebqq8x8a 4 2 10.1016 10.1016 CD cord-269264-ebqq8x8a 4 3 / / SYM cord-269264-ebqq8x8a 4 4 s1473 s1473 NN cord-269264-ebqq8x8a 4 5 - - HYPH cord-269264-ebqq8x8a 4 6 3099(20)30322 3099(20)30322 NNP cord-269264-ebqq8x8a 4 7 - - HYPH cord-269264-ebqq8x8a 4 8 4 4 CD cord-269264-ebqq8x8a 4 9 sha sha NNP cord-269264-ebqq8x8a 4 10 : : : cord-269264-ebqq8x8a 4 11 e54bae40b99a93996e340c76b48790bfbda268f3 e54bae40b99a93996e340c76b48790bfbda268f3 NNP cord-269264-ebqq8x8a 4 12 doc_id doc_id NNP cord-269264-ebqq8x8a 4 13 : : : cord-269264-ebqq8x8a 4 14 269264 269264 CD cord-269264-ebqq8x8a 4 15 cord_uid cord_uid NNS cord-269264-ebqq8x8a 4 16 : : : cord-269264-ebqq8x8a 5 1 ebqq8x8a ebqq8x8a NNP cord-269264-ebqq8x8a 5 2 nan nan NNP cord-269264-ebqq8x8a 6 1 As as IN cord-269264-ebqq8x8a 6 2 of of IN cord-269264-ebqq8x8a 6 3 April April NNP cord-269264-ebqq8x8a 6 4 14 14 CD cord-269264-ebqq8x8a 6 5 , , , cord-269264-ebqq8x8a 6 6 2020 2020 CD cord-269264-ebqq8x8a 6 7 , , , cord-269264-ebqq8x8a 6 8 just just RB cord-269264-ebqq8x8a 6 9 under under IN cord-269264-ebqq8x8a 6 10 2 2 CD cord-269264-ebqq8x8a 6 11 million million CD cord-269264-ebqq8x8a 6 12 cases case NNS cord-269264-ebqq8x8a 6 13 of of IN cord-269264-ebqq8x8a 6 14 corona corona NN cord-269264-ebqq8x8a 6 15 virus virus NN cord-269264-ebqq8x8a 6 16 disease disease NNP cord-269264-ebqq8x8a 6 17 2019 2019 CD cord-269264-ebqq8x8a 6 18 ( ( -LRB- cord-269264-ebqq8x8a 6 19 COVID19 covid19 NN cord-269264-ebqq8x8a 6 20 ) ) -RRB- cord-269264-ebqq8x8a 6 21 have have VBP cord-269264-ebqq8x8a 6 22 been be VBN cord-269264-ebqq8x8a 6 23 reported report VBN cord-269264-ebqq8x8a 6 24 worldwide worldwide RB cord-269264-ebqq8x8a 6 25 . . . cord-269264-ebqq8x8a 7 1 1 1 LS cord-269264-ebqq8x8a 8 1 With with IN cord-269264-ebqq8x8a 8 2 the the DT cord-269264-ebqq8x8a 8 3 pandemic pandemic NN cord-269264-ebqq8x8a 8 4 growing grow VBG cord-269264-ebqq8x8a 8 5 at at IN cord-269264-ebqq8x8a 8 6 an an DT cord-269264-ebqq8x8a 8 7 alarming alarming JJ cord-269264-ebqq8x8a 8 8 rate rate NN cord-269264-ebqq8x8a 8 9 and and CC cord-269264-ebqq8x8a 8 10 national national JJ cord-269264-ebqq8x8a 8 11 governments government NNS cord-269264-ebqq8x8a 8 12 struggling struggle VBG cord-269264-ebqq8x8a 8 13 to to TO cord-269264-ebqq8x8a 8 14 control control VB cord-269264-ebqq8x8a 8 15 local local JJ cord-269264-ebqq8x8a 8 16 epidemics epidemic NNS cord-269264-ebqq8x8a 8 17 because because IN cord-269264-ebqq8x8a 8 18 of of IN cord-269264-ebqq8x8a 8 19 scant scant JJ cord-269264-ebqq8x8a 8 20 diagnostics diagnostic NNS cord-269264-ebqq8x8a 8 21 and and CC cord-269264-ebqq8x8a 8 22 impermanent impermanent JJ cord-269264-ebqq8x8a 8 23 nonpharmaceutical nonpharmaceutical JJ cord-269264-ebqq8x8a 8 24 interventions intervention NNS cord-269264-ebqq8x8a 8 25 , , , cord-269264-ebqq8x8a 8 26 we -PRON- PRP cord-269264-ebqq8x8a 8 27 should should MD cord-269264-ebqq8x8a 8 28 look look VB cord-269264-ebqq8x8a 8 29 to to IN cord-269264-ebqq8x8a 8 30 additional additional JJ cord-269264-ebqq8x8a 8 31 epidemiological epidemiological JJ cord-269264-ebqq8x8a 8 32 solutions solution NNS cord-269264-ebqq8x8a 8 33 . . . cord-269264-ebqq8x8a 9 1 Locations location NNS cord-269264-ebqq8x8a 9 2 such such JJ cord-269264-ebqq8x8a 9 3 as as IN cord-269264-ebqq8x8a 9 4 Singapore Singapore NNP cord-269264-ebqq8x8a 9 5 and and CC cord-269264-ebqq8x8a 9 6 Taiwan Taiwan NNP cord-269264-ebqq8x8a 9 7 have have VBP cord-269264-ebqq8x8a 9 8 been be VBN cord-269264-ebqq8x8a 9 9 successful successful JJ cord-269264-ebqq8x8a 9 10 in in IN cord-269264-ebqq8x8a 9 11 slowing slow VBG cord-269264-ebqq8x8a 9 12 epidemic epidemic NN cord-269264-ebqq8x8a 9 13 growth growth NN cord-269264-ebqq8x8a 9 14 by by IN cord-269264-ebqq8x8a 9 15 using use VBG cord-269264-ebqq8x8a 9 16 intensive intensive JJ cord-269264-ebqq8x8a 9 17 surveillance surveillance NN cord-269264-ebqq8x8a 9 18 with with IN cord-269264-ebqq8x8a 9 19 broader broad JJR cord-269264-ebqq8x8a 9 20 testing testing NN cord-269264-ebqq8x8a 9 21 strategies strategy NNS cord-269264-ebqq8x8a 9 22 to to TO cord-269264-ebqq8x8a 9 23 identify identify VB cord-269264-ebqq8x8a 9 24 and and CC cord-269264-ebqq8x8a 9 25 contain contain VB cord-269264-ebqq8x8a 9 26 cases case NNS cord-269264-ebqq8x8a 9 27 . . . cord-269264-ebqq8x8a 10 1 2 2 LS cord-269264-ebqq8x8a 10 2 , , , cord-269264-ebqq8x8a 10 3 3 3 CD cord-269264-ebqq8x8a 11 1 In in IN cord-269264-ebqq8x8a 11 2 The the DT cord-269264-ebqq8x8a 11 3 Lancet Lancet NNP cord-269264-ebqq8x8a 11 4 Infectious Infectious NNP cord-269264-ebqq8x8a 11 5 Diseases Diseases NNPS cord-269264-ebqq8x8a 11 6 , , , cord-269264-ebqq8x8a 11 7 Sarah Sarah NNP cord-269264-ebqq8x8a 11 8 Ee Ee NNP cord-269264-ebqq8x8a 11 9 Fang Fang NNP cord-269264-ebqq8x8a 11 10 Yong Yong NNP cord-269264-ebqq8x8a 11 11 and and CC cord-269264-ebqq8x8a 11 12 colleagues colleague NNS cord-269264-ebqq8x8a 11 13 4 4 CD cord-269264-ebqq8x8a 11 14 report report VB cord-269264-ebqq8x8a 11 15 three three CD cord-269264-ebqq8x8a 11 16 clusters cluster NNS cord-269264-ebqq8x8a 11 17 of of IN cord-269264-ebqq8x8a 11 18 COVID19 covid19 NN cord-269264-ebqq8x8a 11 19 cases case NNS cord-269264-ebqq8x8a 11 20 identified identify VBN cord-269264-ebqq8x8a 11 21 in in IN cord-269264-ebqq8x8a 11 22 Singapore Singapore NNP cord-269264-ebqq8x8a 11 23 in in IN cord-269264-ebqq8x8a 11 24 early early JJ cord-269264-ebqq8x8a 11 25 2020 2020 CD cord-269264-ebqq8x8a 11 26 by by IN cord-269264-ebqq8x8a 11 27 active active JJ cord-269264-ebqq8x8a 11 28 casefinding casefinding NN cord-269264-ebqq8x8a 11 29 and and CC cord-269264-ebqq8x8a 11 30 contact contact NN cord-269264-ebqq8x8a 11 31 tracing tracing NN cord-269264-ebqq8x8a 11 32 and and CC cord-269264-ebqq8x8a 11 33 confirmed confirm VBD cord-269264-ebqq8x8a 11 34 with with IN cord-269264-ebqq8x8a 11 35 RTPCR RTPCR NNP cord-269264-ebqq8x8a 11 36 . . . cord-269264-ebqq8x8a 12 1 One one CD cord-269264-ebqq8x8a 12 2 cluster cluster NN cord-269264-ebqq8x8a 12 3 from from IN cord-269264-ebqq8x8a 12 4 a a DT cord-269264-ebqq8x8a 12 5 church church NN cord-269264-ebqq8x8a 12 6 ( ( -LRB- cord-269264-ebqq8x8a 12 7 Church Church NNP cord-269264-ebqq8x8a 12 8 A A NNP cord-269264-ebqq8x8a 12 9 ) ) -RRB- cord-269264-ebqq8x8a 12 10 was be VBD cord-269264-ebqq8x8a 12 11 previously previously RB cord-269264-ebqq8x8a 12 12 identified identify VBN cord-269264-ebqq8x8a 12 13 5 5 CD cord-269264-ebqq8x8a 12 14 and and CC cord-269264-ebqq8x8a 12 15 linked link VBN cord-269264-ebqq8x8a 12 16 to to IN cord-269264-ebqq8x8a 12 17 two two CD cord-269264-ebqq8x8a 12 18 imported import VBN cord-269264-ebqq8x8a 12 19 cases case NNS cord-269264-ebqq8x8a 12 20 from from IN cord-269264-ebqq8x8a 12 21 Wuhan Wuhan NNP cord-269264-ebqq8x8a 12 22 , , , cord-269264-ebqq8x8a 12 23 China China NNP cord-269264-ebqq8x8a 12 24 . . . cord-269264-ebqq8x8a 13 1 The the DT cord-269264-ebqq8x8a 13 2 two two CD cord-269264-ebqq8x8a 13 3 additional additional JJ cord-269264-ebqq8x8a 13 4 clusters cluster NNS cord-269264-ebqq8x8a 13 5 ( ( -LRB- cord-269264-ebqq8x8a 13 6 Church Church NNP cord-269264-ebqq8x8a 13 7 B B NNP cord-269264-ebqq8x8a 13 8 and and CC cord-269264-ebqq8x8a 13 9 a a DT cord-269264-ebqq8x8a 13 10 family family NN cord-269264-ebqq8x8a 13 11 gathering gathering NN cord-269264-ebqq8x8a 13 12 ) ) -RRB- cord-269264-ebqq8x8a 13 13 were be VBD cord-269264-ebqq8x8a 13 14 attributable attributable JJ cord-269264-ebqq8x8a 13 15 to to IN cord-269264-ebqq8x8a 13 16 community community NN cord-269264-ebqq8x8a 13 17 transmission transmission NN cord-269264-ebqq8x8a 13 18 of of IN cord-269264-ebqq8x8a 13 19 severe severe JJ cord-269264-ebqq8x8a 13 20 acute acute JJ cord-269264-ebqq8x8a 13 21 respiratory respiratory JJ cord-269264-ebqq8x8a 13 22 syndrome syndrome NN cord-269264-ebqq8x8a 13 23 coronavirus coronavirus NN cord-269264-ebqq8x8a 13 24 2 2 CD cord-269264-ebqq8x8a 13 25 ( ( -LRB- cord-269264-ebqq8x8a 13 26 SARSCoV2 sarscov2 CD cord-269264-ebqq8x8a 13 27 ) ) -RRB- cord-269264-ebqq8x8a 13 28 by by IN cord-269264-ebqq8x8a 13 29 one one CD cord-269264-ebqq8x8a 13 30 individual individual NN cord-269264-ebqq8x8a 13 31 interacting interact VBG cord-269264-ebqq8x8a 13 32 with with IN cord-269264-ebqq8x8a 13 33 both both DT cord-269264-ebqq8x8a 13 34 clusters cluster NNS cord-269264-ebqq8x8a 13 35 . . . cord-269264-ebqq8x8a 14 1 Serological serological JJ cord-269264-ebqq8x8a 14 2 platforms platform NNS cord-269264-ebqq8x8a 14 3 were be VBD cord-269264-ebqq8x8a 14 4 developed develop VBN cord-269264-ebqq8x8a 14 5 and and CC cord-269264-ebqq8x8a 14 6 assessed assess VBN cord-269264-ebqq8x8a 14 7 for for IN cord-269264-ebqq8x8a 14 8 confirmation confirmation NN cord-269264-ebqq8x8a 14 9 of of IN cord-269264-ebqq8x8a 14 10 SARSCoV2specific SARSCoV2specific NNP cord-269264-ebqq8x8a 14 11 antibody antibody NN cord-269264-ebqq8x8a 14 12 responses response NNS cord-269264-ebqq8x8a 14 13 to to TO cord-269264-ebqq8x8a 14 14 capture capture VB cord-269264-ebqq8x8a 14 15 past past JJ cord-269264-ebqq8x8a 14 16 infections infection NNS cord-269264-ebqq8x8a 14 17 . . . cord-269264-ebqq8x8a 15 1 By by IN cord-269264-ebqq8x8a 15 2 serological serological JJ cord-269264-ebqq8x8a 15 3 analysis analysis NN cord-269264-ebqq8x8a 15 4 , , , cord-269264-ebqq8x8a 15 5 Yong Yong NNP cord-269264-ebqq8x8a 15 6 and and CC cord-269264-ebqq8x8a 15 7 colleagues colleague NNS cord-269264-ebqq8x8a 15 8 identified identify VBD cord-269264-ebqq8x8a 15 9 the the DT cord-269264-ebqq8x8a 15 10 missing missing JJ cord-269264-ebqq8x8a 15 11 link link NN cord-269264-ebqq8x8a 15 12 between between IN cord-269264-ebqq8x8a 15 13 the the DT cord-269264-ebqq8x8a 15 14 Church Church NNP cord-269264-ebqq8x8a 15 15 A a DT cord-269264-ebqq8x8a 15 16 cluster cluster NN cord-269264-ebqq8x8a 15 17 and and CC cord-269264-ebqq8x8a 15 18 the the DT cord-269264-ebqq8x8a 15 19 other other JJ cord-269264-ebqq8x8a 15 20 two two CD cord-269264-ebqq8x8a 15 21 clusters cluster NNS cord-269264-ebqq8x8a 15 22 - - : cord-269264-ebqq8x8a 15 23 an an DT cord-269264-ebqq8x8a 15 24 individual individual NN cord-269264-ebqq8x8a 15 25 who who WP cord-269264-ebqq8x8a 15 26 had have VBD cord-269264-ebqq8x8a 15 27 twice twice RB cord-269264-ebqq8x8a 15 28 tested test VBN cord-269264-ebqq8x8a 15 29 negative negative JJ cord-269264-ebqq8x8a 15 30 by by IN cord-269264-ebqq8x8a 15 31 RTPCR RTPCR NNP cord-269264-ebqq8x8a 15 32 . . . cord-269264-ebqq8x8a 16 1 By by IN cord-269264-ebqq8x8a 16 2 linking link VBG cord-269264-ebqq8x8a 16 3 all all DT cord-269264-ebqq8x8a 16 4 three three CD cord-269264-ebqq8x8a 16 5 clusters cluster NNS cord-269264-ebqq8x8a 16 6 , , , cord-269264-ebqq8x8a 16 7 Yong Yong NNP cord-269264-ebqq8x8a 16 8 and and CC cord-269264-ebqq8x8a 16 9 colleagues colleague NNS cord-269264-ebqq8x8a 16 10 highlight highlight VBP cord-269264-ebqq8x8a 16 11 the the DT cord-269264-ebqq8x8a 16 12 success success NN cord-269264-ebqq8x8a 16 13 of of IN cord-269264-ebqq8x8a 16 14 such such JJ cord-269264-ebqq8x8a 16 15 surveillance surveillance NN cord-269264-ebqq8x8a 16 16 measures measure NNS cord-269264-ebqq8x8a 16 17 to to TO cord-269264-ebqq8x8a 16 18 capture capture VB cord-269264-ebqq8x8a 16 19 many many JJ cord-269264-ebqq8x8a 16 20 cases case NNS cord-269264-ebqq8x8a 16 21 and and CC cord-269264-ebqq8x8a 16 22 effectively effectively RB cord-269264-ebqq8x8a 16 23 slow slow VB cord-269264-ebqq8x8a 16 24 the the DT cord-269264-ebqq8x8a 16 25 spread spread NN cord-269264-ebqq8x8a 16 26 of of IN cord-269264-ebqq8x8a 16 27 COVID19 COVID19 NNP cord-269264-ebqq8x8a 16 28 in in IN cord-269264-ebqq8x8a 16 29 Singapore Singapore NNP cord-269264-ebqq8x8a 16 30 . . . cord-269264-ebqq8x8a 17 1 This this DT cord-269264-ebqq8x8a 17 2 investigation investigation NN cord-269264-ebqq8x8a 17 3 exemplifies exemplify VBZ cord-269264-ebqq8x8a 17 4 the the DT cord-269264-ebqq8x8a 17 5 failings failing NNS cord-269264-ebqq8x8a 17 6 of of IN cord-269264-ebqq8x8a 17 7 RTPCR RTPCR NNP cord-269264-ebqq8x8a 17 8 as as IN cord-269264-ebqq8x8a 17 9 a a DT cord-269264-ebqq8x8a 17 10 sole sole JJ cord-269264-ebqq8x8a 17 11 diagnostic diagnostic JJ cord-269264-ebqq8x8a 17 12 method method NN cord-269264-ebqq8x8a 17 13 in in IN cord-269264-ebqq8x8a 17 14 surveillance surveillance NN cord-269264-ebqq8x8a 17 15 , , , cord-269264-ebqq8x8a 17 16 because because IN cord-269264-ebqq8x8a 17 17 of of IN cord-269264-ebqq8x8a 17 18 its -PRON- PRP$ cord-269264-ebqq8x8a 17 19 inability inability NN cord-269264-ebqq8x8a 17 20 to to TO cord-269264-ebqq8x8a 17 21 detect detect VB cord-269264-ebqq8x8a 17 22 past past JJ cord-269264-ebqq8x8a 17 23 infection infection NN cord-269264-ebqq8x8a 17 24 , , , cord-269264-ebqq8x8a 17 25 and and CC cord-269264-ebqq8x8a 17 26 the the DT cord-269264-ebqq8x8a 17 27 added add VBN cord-269264-ebqq8x8a 17 28 value value NN cord-269264-ebqq8x8a 17 29 of of IN cord-269264-ebqq8x8a 17 30 serological serological JJ cord-269264-ebqq8x8a 17 31 testing testing NN cord-269264-ebqq8x8a 17 32 , , , cord-269264-ebqq8x8a 17 33 which which WDT cord-269264-ebqq8x8a 17 34 if if IN cord-269264-ebqq8x8a 17 35 captured capture VBN cord-269264-ebqq8x8a 17 36 within within IN cord-269264-ebqq8x8a 17 37 the the DT cord-269264-ebqq8x8a 17 38 correct correct JJ cord-269264-ebqq8x8a 17 39 timeframe timeframe NN cord-269264-ebqq8x8a 17 40 after after IN cord-269264-ebqq8x8a 17 41 disease disease NN cord-269264-ebqq8x8a 17 42 onset onset NN cord-269264-ebqq8x8a 17 43 can can MD cord-269264-ebqq8x8a 17 44 detect detect VB cord-269264-ebqq8x8a 17 45 both both DT cord-269264-ebqq8x8a 17 46 active active JJ cord-269264-ebqq8x8a 17 47 and and CC cord-269264-ebqq8x8a 17 48 past past JJ cord-269264-ebqq8x8a 17 49 infections infection NNS cord-269264-ebqq8x8a 17 50 . . . cord-269264-ebqq8x8a 18 1 6 6 CD cord-269264-ebqq8x8a 18 2 , , , cord-269264-ebqq8x8a 18 3 7 7 CD cord-269264-ebqq8x8a 19 1 In in IN cord-269264-ebqq8x8a 19 2 public public JJ cord-269264-ebqq8x8a 19 3 health health NN cord-269264-ebqq8x8a 19 4 practice practice NN cord-269264-ebqq8x8a 19 5 , , , cord-269264-ebqq8x8a 19 6 serological serological JJ cord-269264-ebqq8x8a 19 7 analysis analysis NN cord-269264-ebqq8x8a 19 8 can can MD cord-269264-ebqq8x8a 19 9 be be VB cord-269264-ebqq8x8a 19 10 useful useful JJ cord-269264-ebqq8x8a 19 11 for for IN cord-269264-ebqq8x8a 19 12 rapid rapid JJ cord-269264-ebqq8x8a 19 13 caseidentification caseidentification NN cord-269264-ebqq8x8a 19 14 and and CC cord-269264-ebqq8x8a 19 15 the the DT cord-269264-ebqq8x8a 19 16 subsequent subsequent JJ cord-269264-ebqq8x8a 19 17 chain chain NN cord-269264-ebqq8x8a 19 18 of of IN cord-269264-ebqq8x8a 19 19 events event NNS cord-269264-ebqq8x8a 19 20 to to TO cord-269264-ebqq8x8a 19 21 actively actively RB cord-269264-ebqq8x8a 19 22 identify identify VB cord-269264-ebqq8x8a 19 23 close close JJ cord-269264-ebqq8x8a 19 24 contacts contact NNS cord-269264-ebqq8x8a 19 25 , , , cord-269264-ebqq8x8a 19 26 recommend recommend VB cord-269264-ebqq8x8a 19 27 quarantine quarantine NN cord-269264-ebqq8x8a 19 28 , , , cord-269264-ebqq8x8a 19 29 and and CC cord-269264-ebqq8x8a 19 30 define define VB cord-269264-ebqq8x8a 19 31 clusters cluster NNS cord-269264-ebqq8x8a 19 32 of of IN cord-269264-ebqq8x8a 19 33 cases case NNS cord-269264-ebqq8x8a 19 34 . . . cord-269264-ebqq8x8a 20 1 Contact contact NN cord-269264-ebqq8x8a 20 2 tracing tracing NN cord-269264-ebqq8x8a 20 3 , , , cord-269264-ebqq8x8a 20 4 which which WDT cord-269264-ebqq8x8a 20 5 is be VBZ cord-269264-ebqq8x8a 20 6 a a DT cord-269264-ebqq8x8a 20 7 necessary necessary JJ cord-269264-ebqq8x8a 20 8 but but CC cord-269264-ebqq8x8a 20 9 insufficient insufficient JJ cord-269264-ebqq8x8a 20 10 means mean NNS cord-269264-ebqq8x8a 20 11 of of IN cord-269264-ebqq8x8a 20 12 disease disease NN cord-269264-ebqq8x8a 20 13 control control NN cord-269264-ebqq8x8a 20 14 , , , cord-269264-ebqq8x8a 20 15 needs need VBZ cord-269264-ebqq8x8a 20 16 careful careful JJ cord-269264-ebqq8x8a 20 17 effort effort NN cord-269264-ebqq8x8a 20 18 and and CC cord-269264-ebqq8x8a 20 19 is be VBZ cord-269264-ebqq8x8a 20 20 sensitive sensitive JJ cord-269264-ebqq8x8a 20 21 to to IN cord-269264-ebqq8x8a 20 22 timing timing NN cord-269264-ebqq8x8a 20 23 to to TO cord-269264-ebqq8x8a 20 24 be be VB cord-269264-ebqq8x8a 20 25 effective effective JJ cord-269264-ebqq8x8a 20 26 , , , cord-269264-ebqq8x8a 20 27 particularly particularly RB cord-269264-ebqq8x8a 20 28 in in IN cord-269264-ebqq8x8a 20 29 highly highly RB cord-269264-ebqq8x8a 20 30 dense dense JJ cord-269264-ebqq8x8a 20 31 populations population NNS cord-269264-ebqq8x8a 20 32 . . . cord-269264-ebqq8x8a 21 1 As as IN cord-269264-ebqq8x8a 21 2 shown show VBN cord-269264-ebqq8x8a 21 3 in in IN cord-269264-ebqq8x8a 21 4 Singapore Singapore NNP cord-269264-ebqq8x8a 21 5 , , , cord-269264-ebqq8x8a 21 6 serological serological JJ cord-269264-ebqq8x8a 21 7 analysis analysis NN cord-269264-ebqq8x8a 21 8 can can MD cord-269264-ebqq8x8a 21 9 be be VB cord-269264-ebqq8x8a 21 10 useful useful JJ cord-269264-ebqq8x8a 21 11 for for IN cord-269264-ebqq8x8a 21 12 contact contact NN cord-269264-ebqq8x8a 21 13 tracing trace VBG cord-269264-ebqq8x8a 21 14 in in IN cord-269264-ebqq8x8a 21 15 urban urban JJ cord-269264-ebqq8x8a 21 16 environments environment NNS cord-269264-ebqq8x8a 21 17 and and CC cord-269264-ebqq8x8a 21 18 linking link VBG cord-269264-ebqq8x8a 21 19 clusters cluster NNS cord-269264-ebqq8x8a 21 20 of of IN cord-269264-ebqq8x8a 21 21 cases case NNS cord-269264-ebqq8x8a 21 22 retrospectively retrospectively RB cord-269264-ebqq8x8a 21 23 to to TO cord-269264-ebqq8x8a 21 24 delineate delineate VB cord-269264-ebqq8x8a 21 25 transmission transmission NN cord-269264-ebqq8x8a 21 26 chains chain NNS cord-269264-ebqq8x8a 21 27 and and CC cord-269264-ebqq8x8a 21 28 ascertain ascertain VB cord-269264-ebqq8x8a 21 29 how how WRB cord-269264-ebqq8x8a 21 30 long long JJ cord-269264-ebqq8x8a 21 31 transmission transmission NN cord-269264-ebqq8x8a 21 32 has have VBZ cord-269264-ebqq8x8a 21 33 been be VBN cord-269264-ebqq8x8a 21 34 ongoing ongoing JJ cord-269264-ebqq8x8a 21 35 or or CC cord-269264-ebqq8x8a 21 36 to to TO cord-269264-ebqq8x8a 21 37 estimate estimate VB cord-269264-ebqq8x8a 21 38 the the DT cord-269264-ebqq8x8a 21 39 proportion proportion NN cord-269264-ebqq8x8a 21 40 of of IN cord-269264-ebqq8x8a 21 41 asymptomatic asymptomatic JJ cord-269264-ebqq8x8a 21 42 individuals individual NNS cord-269264-ebqq8x8a 21 43 in in IN cord-269264-ebqq8x8a 21 44 the the DT cord-269264-ebqq8x8a 21 45 population population NN cord-269264-ebqq8x8a 21 46 . . . cord-269264-ebqq8x8a 22 1 Beyond beyond IN cord-269264-ebqq8x8a 22 2 the the DT cord-269264-ebqq8x8a 22 3 immediate immediate JJ cord-269264-ebqq8x8a 22 4 use use NN cord-269264-ebqq8x8a 22 5 of of IN cord-269264-ebqq8x8a 22 6 serological serological JJ cord-269264-ebqq8x8a 22 7 data datum NNS cord-269264-ebqq8x8a 22 8 to to TO cord-269264-ebqq8x8a 22 9 identify identify VB cord-269264-ebqq8x8a 22 10 and and CC cord-269264-ebqq8x8a 22 11 contain contain VB cord-269264-ebqq8x8a 22 12 cases case NNS cord-269264-ebqq8x8a 22 13 , , , cord-269264-ebqq8x8a 22 14 these these DT cord-269264-ebqq8x8a 22 15 data datum NNS cord-269264-ebqq8x8a 22 16 can can MD cord-269264-ebqq8x8a 22 17 also also RB cord-269264-ebqq8x8a 22 18 be be VB cord-269264-ebqq8x8a 22 19 used use VBN cord-269264-ebqq8x8a 22 20 to to TO cord-269264-ebqq8x8a 22 21 set set VB cord-269264-ebqq8x8a 22 22 control control NN cord-269264-ebqq8x8a 22 23 policies policy NNS cord-269264-ebqq8x8a 22 24 . . . cord-269264-ebqq8x8a 23 1 Population population NN cord-269264-ebqq8x8a 23 2 serological serological JJ cord-269264-ebqq8x8a 23 3 testing testing NN cord-269264-ebqq8x8a 23 4 ( ( -LRB- cord-269264-ebqq8x8a 23 5 specifically specifically RB cord-269264-ebqq8x8a 23 6 measuring measure VBG cord-269264-ebqq8x8a 23 7 SARSCoV2specific SARSCoV2specific NNP cord-269264-ebqq8x8a 23 8 IgG IgG NNP cord-269264-ebqq8x8a 23 9 antibody antibody NN cord-269264-ebqq8x8a 23 10 titres titre NNS cord-269264-ebqq8x8a 23 11 ) ) -RRB- cord-269264-ebqq8x8a 23 12 can can MD cord-269264-ebqq8x8a 23 13 estimate estimate VB cord-269264-ebqq8x8a 23 14 the the DT cord-269264-ebqq8x8a 23 15 total total JJ cord-269264-ebqq8x8a 23 16 number number NN cord-269264-ebqq8x8a 23 17 of of IN cord-269264-ebqq8x8a 23 18 infections infection NNS cord-269264-ebqq8x8a 23 19 by by IN cord-269264-ebqq8x8a 23 20 assessing assess VBG cord-269264-ebqq8x8a 23 21 the the DT cord-269264-ebqq8x8a 23 22 number number NN cord-269264-ebqq8x8a 23 23 of of IN cord-269264-ebqq8x8a 23 24 individuals individual NNS cord-269264-ebqq8x8a 23 25 who who WP cord-269264-ebqq8x8a 23 26 have have VBP cord-269264-ebqq8x8a 23 27 mounted mount VBN cord-269264-ebqq8x8a 23 28 an an DT cord-269264-ebqq8x8a 23 29 immune immune JJ cord-269264-ebqq8x8a 23 30 response response NN cord-269264-ebqq8x8a 23 31 , , , cord-269264-ebqq8x8a 23 32 regardless regardless RB cord-269264-ebqq8x8a 23 33 of of IN cord-269264-ebqq8x8a 23 34 whether whether IN cord-269264-ebqq8x8a 23 35 an an DT cord-269264-ebqq8x8a 23 36 infection infection NN cord-269264-ebqq8x8a 23 37 was be VBD cord-269264-ebqq8x8a 23 38 subclinical subclinical JJ cord-269264-ebqq8x8a 23 39 or or CC cord-269264-ebqq8x8a 23 40 happened happen VBD cord-269264-ebqq8x8a 23 41 in in IN cord-269264-ebqq8x8a 23 42 the the DT cord-269264-ebqq8x8a 23 43 recent recent JJ cord-269264-ebqq8x8a 23 44 past past NN cord-269264-ebqq8x8a 24 1 ( ( -LRB- cord-269264-ebqq8x8a 24 2 current current JJ cord-269264-ebqq8x8a 24 3 data datum NNS cord-269264-ebqq8x8a 24 4 suggest suggest VBP cord-269264-ebqq8x8a 24 5 antibodies antibody NNS cord-269264-ebqq8x8a 24 6 persist persist VBP cord-269264-ebqq8x8a 24 7 for for IN cord-269264-ebqq8x8a 24 8 at at RB cord-269264-ebqq8x8a 24 9 least least JJS cord-269264-ebqq8x8a 24 10 4 4 CD cord-269264-ebqq8x8a 24 11 weeks week NNS cord-269264-ebqq8x8a 24 12 ) ) -RRB- cord-269264-ebqq8x8a 24 13 . . . cord-269264-ebqq8x8a 25 1 8 8 CD cord-269264-ebqq8x8a 26 1 By by IN cord-269264-ebqq8x8a 26 2 providing provide VBG cord-269264-ebqq8x8a 26 3 estimates estimate NNS cord-269264-ebqq8x8a 26 4 of of IN cord-269264-ebqq8x8a 26 5 who who WP cord-269264-ebqq8x8a 26 6 is be VBZ cord-269264-ebqq8x8a 26 7 and and CC cord-269264-ebqq8x8a 26 8 is be VBZ cord-269264-ebqq8x8a 26 9 not not RB cord-269264-ebqq8x8a 26 10 immune immune JJ cord-269264-ebqq8x8a 26 11 to to IN cord-269264-ebqq8x8a 26 12 SARSCoV2 sarscov2 CD cord-269264-ebqq8x8a 26 13 , , , cord-269264-ebqq8x8a 26 14 serological serological JJ cord-269264-ebqq8x8a 26 15 data datum NNS cord-269264-ebqq8x8a 26 16 can can MD cord-269264-ebqq8x8a 26 17 be be VB cord-269264-ebqq8x8a 26 18 used use VBN cord-269264-ebqq8x8a 26 19 in in IN cord-269264-ebqq8x8a 26 20 at at RB cord-269264-ebqq8x8a 26 21 least least RBS cord-269264-ebqq8x8a 26 22 four four CD cord-269264-ebqq8x8a 26 23 ways way NNS cord-269264-ebqq8x8a 26 24 . . . cord-269264-ebqq8x8a 27 1 First first RB cord-269264-ebqq8x8a 27 2 , , , cord-269264-ebqq8x8a 27 3 to to TO cord-269264-ebqq8x8a 27 4 estimate estimate VB cord-269264-ebqq8x8a 27 5 epidemiological epidemiological JJ cord-269264-ebqq8x8a 27 6 variables variable NNS cord-269264-ebqq8x8a 27 7 , , , cord-269264-ebqq8x8a 27 8 such such JJ cord-269264-ebqq8x8a 27 9 as as IN cord-269264-ebqq8x8a 27 10 the the DT cord-269264-ebqq8x8a 27 11 attack attack NN cord-269264-ebqq8x8a 27 12 rate rate NN cord-269264-ebqq8x8a 27 13 or or CC cord-269264-ebqq8x8a 27 14 casefatality casefatality NN cord-269264-ebqq8x8a 27 15 rate rate NN cord-269264-ebqq8x8a 27 16 , , , cord-269264-ebqq8x8a 27 17 which which WDT cord-269264-ebqq8x8a 27 18 are be VBP cord-269264-ebqq8x8a 27 19 necessary necessary JJ cord-269264-ebqq8x8a 27 20 to to TO cord-269264-ebqq8x8a 27 21 assess assess VB cord-269264-ebqq8x8a 27 22 how how WRB cord-269264-ebqq8x8a 27 23 much much JJ cord-269264-ebqq8x8a 27 24 community community NN cord-269264-ebqq8x8a 27 25 transmission transmission NN cord-269264-ebqq8x8a 27 26 has have VBZ cord-269264-ebqq8x8a 27 27 occurred occur VBN cord-269264-ebqq8x8a 27 28 and and CC cord-269264-ebqq8x8a 27 29 its -PRON- PRP$ cord-269264-ebqq8x8a 27 30 burden burden NN cord-269264-ebqq8x8a 27 31 . . . cord-269264-ebqq8x8a 28 1 Second second RB cord-269264-ebqq8x8a 28 2 , , , cord-269264-ebqq8x8a 28 3 to to TO cord-269264-ebqq8x8a 28 4 strategically strategically RB cord-269264-ebqq8x8a 28 5 deploy deploy VB cord-269264-ebqq8x8a 28 6 immune immune JJ cord-269264-ebqq8x8a 28 7 healthcare healthcare NN cord-269264-ebqq8x8a 28 8 workers worker NNS cord-269264-ebqq8x8a 28 9 to to TO cord-269264-ebqq8x8a 28 10 reduce reduce VB cord-269264-ebqq8x8a 28 11 exposure exposure NN cord-269264-ebqq8x8a 28 12 of of IN cord-269264-ebqq8x8a 28 13 the the DT cord-269264-ebqq8x8a 28 14 virus virus NN cord-269264-ebqq8x8a 28 15 to to TO cord-269264-ebqq8x8a 28 16 susceptible susceptible JJ cord-269264-ebqq8x8a 28 17 individuals individual NNS cord-269264-ebqq8x8a 28 18 . . . cord-269264-ebqq8x8a 29 1 Third third RB cord-269264-ebqq8x8a 29 2 , , , cord-269264-ebqq8x8a 29 3 to to TO cord-269264-ebqq8x8a 29 4 assess assess VB cord-269264-ebqq8x8a 29 5 the the DT cord-269264-ebqq8x8a 29 6 effect effect NN cord-269264-ebqq8x8a 29 7 of of IN cord-269264-ebqq8x8a 29 8 nonpharmaceutical nonpharmaceutical JJ cord-269264-ebqq8x8a 29 9 interventions intervention NNS cord-269264-ebqq8x8a 29 10 at at IN cord-269264-ebqq8x8a 29 11 the the DT cord-269264-ebqq8x8a 29 12 population population NN cord-269264-ebqq8x8a 29 13 level level NN cord-269264-ebqq8x8a 29 14 and and CC cord-269264-ebqq8x8a 29 15 inform inform VB cord-269264-ebqq8x8a 29 16 policy policy NN cord-269264-ebqq8x8a 29 17 changes change NNS cord-269264-ebqq8x8a 29 18 to to TO cord-269264-ebqq8x8a 29 19 release release VB cord-269264-ebqq8x8a 29 20 such such JJ cord-269264-ebqq8x8a 29 21 measures measure NNS cord-269264-ebqq8x8a 29 22 , , , cord-269264-ebqq8x8a 29 23 Fourth Fourth NNP cord-269264-ebqq8x8a 29 24 , , , cord-269264-ebqq8x8a 29 25 to to TO cord-269264-ebqq8x8a 29 26 identify identify VB cord-269264-ebqq8x8a 29 27 individuals individual NNS cord-269264-ebqq8x8a 29 28 who who WP cord-269264-ebqq8x8a 29 29 mounted mount VBD cord-269264-ebqq8x8a 29 30 a a DT cord-269264-ebqq8x8a 29 31 strong strong JJ cord-269264-ebqq8x8a 29 32 immunological immunological JJ cord-269264-ebqq8x8a 29 33 response response NN cord-269264-ebqq8x8a 29 34 to to IN cord-269264-ebqq8x8a 29 35 the the DT cord-269264-ebqq8x8a 29 36 virus virus NN cord-269264-ebqq8x8a 29 37 and and CC cord-269264-ebqq8x8a 29 38 whose whose WP$ cord-269264-ebqq8x8a 29 39 antibody antibody NN cord-269264-ebqq8x8a 29 40 isolates isolate NNS cord-269264-ebqq8x8a 29 41 can can MD cord-269264-ebqq8x8a 29 42 be be VB cord-269264-ebqq8x8a 29 43 used use VBN cord-269264-ebqq8x8a 29 44 to to TO cord-269264-ebqq8x8a 29 45 treat treat VB cord-269264-ebqq8x8a 29 46 patients patient NNS cord-269264-ebqq8x8a 29 47 via via IN cord-269264-ebqq8x8a 29 48 plasma plasma NN cord-269264-ebqq8x8a 29 49 therapy therapy NN cord-269264-ebqq8x8a 29 50 . . . cord-269264-ebqq8x8a 30 1 9 9 CD cord-269264-ebqq8x8a 31 1 Although although IN cord-269264-ebqq8x8a 31 2 the the DT cord-269264-ebqq8x8a 31 3 potential potential NN cord-269264-ebqq8x8a 31 4 for for IN cord-269264-ebqq8x8a 31 5 serological serological JJ cord-269264-ebqq8x8a 31 6 assays assay NNS cord-269264-ebqq8x8a 31 7 to to TO cord-269264-ebqq8x8a 31 8 help help VB cord-269264-ebqq8x8a 31 9 control control VB cord-269264-ebqq8x8a 31 10 the the DT cord-269264-ebqq8x8a 31 11 COVID19 COVID19 NNP cord-269264-ebqq8x8a 31 12 pandemic pandemic NN cord-269264-ebqq8x8a 31 13 is be VBZ cord-269264-ebqq8x8a 31 14 substantial substantial JJ cord-269264-ebqq8x8a 31 15 , , , cord-269264-ebqq8x8a 31 16 the the DT cord-269264-ebqq8x8a 31 17 complexity complexity NN cord-269264-ebqq8x8a 31 18 of of IN cord-269264-ebqq8x8a 31 19 developing develop VBG cord-269264-ebqq8x8a 31 20 and and CC cord-269264-ebqq8x8a 31 21 validating validate VBG cord-269264-ebqq8x8a 31 22 a a DT cord-269264-ebqq8x8a 31 23 diagnostic diagnostic JJ cord-269264-ebqq8x8a 31 24 test test NN cord-269264-ebqq8x8a 31 25 is be VBZ cord-269264-ebqq8x8a 31 26 not not RB cord-269264-ebqq8x8a 31 27 fully fully RB cord-269264-ebqq8x8a 31 28 elucidated elucidate VBN cord-269264-ebqq8x8a 31 29 by by IN cord-269264-ebqq8x8a 31 30 Yong Yong NNP cord-269264-ebqq8x8a 31 31 and and CC cord-269264-ebqq8x8a 31 32 colleagues colleague NNS cord-269264-ebqq8x8a 31 33 . . . cord-269264-ebqq8x8a 32 1 4 4 LS cord-269264-ebqq8x8a 32 2 Serological serological JJ cord-269264-ebqq8x8a 32 3 assays assay NNS cord-269264-ebqq8x8a 32 4 are be VBP cord-269264-ebqq8x8a 32 5 currently currently RB cord-269264-ebqq8x8a 32 6 being be VBG cord-269264-ebqq8x8a 32 7 developed develop VBN cord-269264-ebqq8x8a 32 8 for for IN cord-269264-ebqq8x8a 32 9 widespread widespread JJ cord-269264-ebqq8x8a 32 10 use use NN cord-269264-ebqq8x8a 32 11 . . . cord-269264-ebqq8x8a 33 1 10 10 CD cord-269264-ebqq8x8a 34 1 Yet yet RB cord-269264-ebqq8x8a 34 2 , , , cord-269264-ebqq8x8a 34 3 several several JJ cord-269264-ebqq8x8a 34 4 challenges challenge NNS cord-269264-ebqq8x8a 34 5 remain remain VBP cord-269264-ebqq8x8a 34 6 : : : cord-269264-ebqq8x8a 34 7 first first RB cord-269264-ebqq8x8a 34 8 , , , cord-269264-ebqq8x8a 34 9 assessing assess VBG cord-269264-ebqq8x8a 34 10 the the DT cord-269264-ebqq8x8a 34 11 sensitivity sensitivity NN cord-269264-ebqq8x8a 34 12 and and CC cord-269264-ebqq8x8a 34 13 specificity specificity NN cord-269264-ebqq8x8a 34 14 of of IN cord-269264-ebqq8x8a 34 15 tests test NNS cord-269264-ebqq8x8a 34 16 , , , cord-269264-ebqq8x8a 34 17 particularly particularly RB cord-269264-ebqq8x8a 34 18 for for IN cord-269264-ebqq8x8a 34 19 determining determine VBG cord-269264-ebqq8x8a 34 20 disease disease NN cord-269264-ebqq8x8a 34 21 during during IN cord-269264-ebqq8x8a 34 22 the the DT cord-269264-ebqq8x8a 34 23 acute acute JJ cord-269264-ebqq8x8a 34 24 phase phase NN cord-269264-ebqq8x8a 34 25 of of IN cord-269264-ebqq8x8a 34 26 infection infection NN cord-269264-ebqq8x8a 34 27 ; ; : cord-269264-ebqq8x8a 34 28 second second RB cord-269264-ebqq8x8a 34 29 , , , cord-269264-ebqq8x8a 34 30 verifying verify VBG cord-269264-ebqq8x8a 34 31 the the DT cord-269264-ebqq8x8a 34 32 test test NN cord-269264-ebqq8x8a 34 33 is be VBZ cord-269264-ebqq8x8a 34 34 not not RB cord-269264-ebqq8x8a 34 35 detecting detect VBG cord-269264-ebqq8x8a 34 36 crossreactivity crossreactivity NN cord-269264-ebqq8x8a 34 37 with with IN cord-269264-ebqq8x8a 34 38 other other JJ cord-269264-ebqq8x8a 34 39 viral viral JJ cord-269264-ebqq8x8a 34 40 pathogens pathogen NNS cord-269264-ebqq8x8a 34 41 that that WDT cord-269264-ebqq8x8a 34 42 result result VBP cord-269264-ebqq8x8a 34 43 in in IN cord-269264-ebqq8x8a 34 44 falsepositive falsepositive JJ cord-269264-ebqq8x8a 34 45 results result NNS cord-269264-ebqq8x8a 34 46 ; ; : cord-269264-ebqq8x8a 34 47 third third RB cord-269264-ebqq8x8a 34 48 , , , cord-269264-ebqq8x8a 34 49 understanding understand VBG cord-269264-ebqq8x8a 34 50 antibody antibody NN cord-269264-ebqq8x8a 34 51 kinetics kinetics NN cord-269264-ebqq8x8a 34 52 over over IN cord-269264-ebqq8x8a 34 53 time time NN cord-269264-ebqq8x8a 34 54 to to TO cord-269264-ebqq8x8a 34 55 distinguish distinguish VB cord-269264-ebqq8x8a 34 56 thresholds threshold NNS cord-269264-ebqq8x8a 34 57 of of IN cord-269264-ebqq8x8a 34 58 immunity immunity NN cord-269264-ebqq8x8a 34 59 , , , cord-269264-ebqq8x8a 34 60 because because IN cord-269264-ebqq8x8a 34 61 we -PRON- PRP cord-269264-ebqq8x8a 34 62 do do VBP cord-269264-ebqq8x8a 34 63 not not RB cord-269264-ebqq8x8a 34 64 know know VB cord-269264-ebqq8x8a 34 65 how how WRB cord-269264-ebqq8x8a 34 66 long long JJ cord-269264-ebqq8x8a 34 67 immunity immunity NN cord-269264-ebqq8x8a 34 68 to to IN cord-269264-ebqq8x8a 34 69 this this DT cord-269264-ebqq8x8a 34 70 novel novel JJ cord-269264-ebqq8x8a 34 71 coronavirus coronavirus NN cord-269264-ebqq8x8a 34 72 might may MD cord-269264-ebqq8x8a 34 73 last last VB cord-269264-ebqq8x8a 34 74 ; ; : cord-269264-ebqq8x8a 34 75 and and CC cord-269264-ebqq8x8a 34 76 finally finally RB cord-269264-ebqq8x8a 34 77 , , , cord-269264-ebqq8x8a 34 78 ensuring ensure VBG cord-269264-ebqq8x8a 34 79 the the DT cord-269264-ebqq8x8a 34 80 test test NN cord-269264-ebqq8x8a 34 81 is be VBZ cord-269264-ebqq8x8a 34 82 reliable reliable JJ cord-269264-ebqq8x8a 34 83 for for IN cord-269264-ebqq8x8a 34 84 distribution distribution NN cord-269264-ebqq8x8a 34 85 and and CC cord-269264-ebqq8x8a 34 86 is be VBZ cord-269264-ebqq8x8a 34 87 costefficient costefficient JJ cord-269264-ebqq8x8a 34 88 . . . cord-269264-ebqq8x8a 35 1 Although although IN cord-269264-ebqq8x8a 35 2 RTPCR RTPCR NNP cord-269264-ebqq8x8a 35 3 diagnostics diagnostic NNS cord-269264-ebqq8x8a 35 4 will will MD cord-269264-ebqq8x8a 35 5 still still RB cord-269264-ebqq8x8a 35 6 be be VB cord-269264-ebqq8x8a 35 7 COVID19 COVID19 NNP cord-269264-ebqq8x8a 35 8 dashboard dashboard NN cord-269264-ebqq8x8a 35 9 by by IN cord-269264-ebqq8x8a 35 10 the the DT cord-269264-ebqq8x8a 35 11 Center Center NNP cord-269264-ebqq8x8a 35 12 for for IN cord-269264-ebqq8x8a 35 13 Systems Systems NNP cord-269264-ebqq8x8a 35 14 Science Science NNP cord-269264-ebqq8x8a 35 15 and and CC cord-269264-ebqq8x8a 35 16 Engineering Engineering NNP cord-269264-ebqq8x8a 35 17 Response Response NNP cord-269264-ebqq8x8a 35 18 to to IN cord-269264-ebqq8x8a 35 19 COVID19 covid19 NN cord-269264-ebqq8x8a 35 20 in in IN cord-269264-ebqq8x8a 35 21 Taiwan Taiwan NNP cord-269264-ebqq8x8a 35 22 : : : cord-269264-ebqq8x8a 35 23 big big JJ cord-269264-ebqq8x8a 35 24 data datum NNS cord-269264-ebqq8x8a 35 25 analytics analytic NNS cord-269264-ebqq8x8a 35 26 , , , cord-269264-ebqq8x8a 35 27 new new JJ cord-269264-ebqq8x8a 35 28 technology technology NN cord-269264-ebqq8x8a 35 29 , , , cord-269264-ebqq8x8a 35 30 and and CC cord-269264-ebqq8x8a 35 31 proactive proactive JJ cord-269264-ebqq8x8a 35 32 testing testing NN cord-269264-ebqq8x8a 36 1 Interrupting interrupt VBG cord-269264-ebqq8x8a 36 2 transmission transmission NN cord-269264-ebqq8x8a 36 3 of of IN cord-269264-ebqq8x8a 36 4 COVID19 covid19 NN cord-269264-ebqq8x8a 36 5 : : : cord-269264-ebqq8x8a 37 1 lessons lesson NNS cord-269264-ebqq8x8a 37 2 from from IN cord-269264-ebqq8x8a 37 3 containment containment NN cord-269264-ebqq8x8a 37 4 efforts effort NNS cord-269264-ebqq8x8a 37 5 in in IN cord-269264-ebqq8x8a 37 6 Singapore Singapore NNP cord-269264-ebqq8x8a 37 7 Connecting connect VBG cord-269264-ebqq8x8a 37 8 clusters cluster NNS cord-269264-ebqq8x8a 37 9 of of IN cord-269264-ebqq8x8a 37 10 COVID19 covid19 NN cord-269264-ebqq8x8a 37 11 : : : cord-269264-ebqq8x8a 37 12 an an DT cord-269264-ebqq8x8a 37 13 epidemiological epidemiological JJ cord-269264-ebqq8x8a 37 14 and and CC cord-269264-ebqq8x8a 37 15 serological serological JJ cord-269264-ebqq8x8a 37 16 investigation investigation NN cord-269264-ebqq8x8a 37 17 Investigation Investigation NNP cord-269264-ebqq8x8a 37 18 of of IN cord-269264-ebqq8x8a 37 19 three three CD cord-269264-ebqq8x8a 37 20 clusters cluster NNS cord-269264-ebqq8x8a 37 21 of of IN cord-269264-ebqq8x8a 37 22 COVID19 COVID19 NNP cord-269264-ebqq8x8a 37 23 in in IN cord-269264-ebqq8x8a 37 24 Singapore Singapore NNP cord-269264-ebqq8x8a 37 25 : : : cord-269264-ebqq8x8a 37 26 implications implication NNS cord-269264-ebqq8x8a 37 27 for for IN cord-269264-ebqq8x8a 37 28 surveillance surveillance NN cord-269264-ebqq8x8a 37 29 and and CC cord-269264-ebqq8x8a 37 30 response response NN cord-269264-ebqq8x8a 37 31 measures measure NNS cord-269264-ebqq8x8a 37 32 Serology serology NN cord-269264-ebqq8x8a 37 33 characteristics characteristic NNS cord-269264-ebqq8x8a 37 34 of of IN cord-269264-ebqq8x8a 37 35 SARSCoV2 sarscov2 CD cord-269264-ebqq8x8a 37 36 infection infection NN cord-269264-ebqq8x8a 37 37 since since IN cord-269264-ebqq8x8a 37 38 the the DT cord-269264-ebqq8x8a 37 39 exposure exposure NN cord-269264-ebqq8x8a 37 40 and and CC cord-269264-ebqq8x8a 37 41 post post NN cord-269264-ebqq8x8a 37 42 symptoms symptom NNS cord-269264-ebqq8x8a 37 43 onset onset NN cord-269264-ebqq8x8a 37 44 Serological serological JJ cord-269264-ebqq8x8a 37 45 and and CC cord-269264-ebqq8x8a 37 46 molecular molecular JJ cord-269264-ebqq8x8a 37 47 findings finding NNS cord-269264-ebqq8x8a 37 48 during during IN cord-269264-ebqq8x8a 37 49 SARSCoV2 sarscov2 CD cord-269264-ebqq8x8a 37 50 infection infection NN cord-269264-ebqq8x8a 37 51 : : : cord-269264-ebqq8x8a 38 1 the the DT cord-269264-ebqq8x8a 38 2 first first JJ cord-269264-ebqq8x8a 38 3 case case NN cord-269264-ebqq8x8a 38 4 study study NN cord-269264-ebqq8x8a 38 5 in in IN cord-269264-ebqq8x8a 38 6 Finland Finland NNP cord-269264-ebqq8x8a 38 7 Reinfection Reinfection NNP cord-269264-ebqq8x8a 38 8 could could MD cord-269264-ebqq8x8a 38 9 not not RB cord-269264-ebqq8x8a 38 10 occur occur VB cord-269264-ebqq8x8a 38 11 in in IN cord-269264-ebqq8x8a 38 12 SARSCoV2 sarscov2 CD cord-269264-ebqq8x8a 38 13 infected infect VBN cord-269264-ebqq8x8a 38 14 rhesus rhesu NNS cord-269264-ebqq8x8a 38 15 macaques macaque NNS cord-269264-ebqq8x8a 38 16 Convalescent convalescent JJ cord-269264-ebqq8x8a 38 17 plasma plasma NN cord-269264-ebqq8x8a 38 18 as as IN cord-269264-ebqq8x8a 38 19 a a DT cord-269264-ebqq8x8a 38 20 potential potential JJ cord-269264-ebqq8x8a 38 21 therapy therapy NN cord-269264-ebqq8x8a 38 22 for for IN cord-269264-ebqq8x8a 38 23 COVID19 COVID19 NNP cord-269264-ebqq8x8a 38 24 A a DT cord-269264-ebqq8x8a 38 25 serological serological JJ cord-269264-ebqq8x8a 38 26 assay assay NN cord-269264-ebqq8x8a 38 27 to to TO cord-269264-ebqq8x8a 38 28 detect detect VB cord-269264-ebqq8x8a 38 29 SARSCoV2 sarscov2 CD cord-269264-ebqq8x8a 38 30 seroconversion seroconversion NN cord-269264-ebqq8x8a 38 31 in in IN cord-269264-ebqq8x8a 38 32 humans human NNS