id sid tid token lemma pos cord-252737-sbalcd8v 1 1 key key JJ cord-252737-sbalcd8v 1 2 : : : cord-252737-sbalcd8v 1 3 cord-252737-sbalcd8v cord-252737-sbalcd8v CD cord-252737-sbalcd8v 1 4 authors author NNS cord-252737-sbalcd8v 1 5 : : : cord-252737-sbalcd8v 1 6 Ma Ma NNP cord-252737-sbalcd8v 1 7 , , , cord-252737-sbalcd8v 1 8 Xiya Xiya NNP cord-252737-sbalcd8v 1 9 ; ; : cord-252737-sbalcd8v 1 10 Vervoort Vervoort NNP cord-252737-sbalcd8v 1 11 , , , cord-252737-sbalcd8v 1 12 Dominique Dominique NNP cord-252737-sbalcd8v 1 13 title title NN cord-252737-sbalcd8v 1 14 : : : cord-252737-sbalcd8v 1 15 Critical critical JJ cord-252737-sbalcd8v 1 16 care care NN cord-252737-sbalcd8v 1 17 capacity capacity NN cord-252737-sbalcd8v 1 18 during during IN cord-252737-sbalcd8v 1 19 the the DT cord-252737-sbalcd8v 1 20 COVID-19 COVID-19 NNP cord-252737-sbalcd8v 1 21 pandemic pandemic NN cord-252737-sbalcd8v 1 22 : : : cord-252737-sbalcd8v 1 23 Global global JJ cord-252737-sbalcd8v 1 24 availability availability NN cord-252737-sbalcd8v 1 25 of of IN cord-252737-sbalcd8v 1 26 intensive intensive JJ cord-252737-sbalcd8v 1 27 care care NN cord-252737-sbalcd8v 1 28 beds bed NNS cord-252737-sbalcd8v 1 29 date date NN cord-252737-sbalcd8v 1 30 : : : cord-252737-sbalcd8v 1 31 2020 2020 CD cord-252737-sbalcd8v 1 32 - - HYPH cord-252737-sbalcd8v 1 33 04 04 CD cord-252737-sbalcd8v 1 34 - - HYPH cord-252737-sbalcd8v 1 35 23 23 CD cord-252737-sbalcd8v 1 36 journal journal NN cord-252737-sbalcd8v 1 37 : : : cord-252737-sbalcd8v 1 38 J J NNP cord-252737-sbalcd8v 1 39 Crit Crit NNP cord-252737-sbalcd8v 1 40 Care Care NNP cord-252737-sbalcd8v 1 41 DOI DOI NNP cord-252737-sbalcd8v 1 42 : : : cord-252737-sbalcd8v 1 43 10.1016 10.1016 CD cord-252737-sbalcd8v 1 44 / / SYM cord-252737-sbalcd8v 1 45 j.jcrc.2020.04.012 j.jcrc.2020.04.012 NNP cord-252737-sbalcd8v 1 46 sha sha NNP cord-252737-sbalcd8v 1 47 : : : cord-252737-sbalcd8v 2 1 2a1f92669ba0323c345b4903b6cab0347189c8f4 2a1f92669ba0323c345b4903b6cab0347189c8f4 LS cord-252737-sbalcd8v 2 2 doc_id doc_id CD cord-252737-sbalcd8v 2 3 : : : cord-252737-sbalcd8v 3 1 252737 252737 CD cord-252737-sbalcd8v 3 2 cord_uid cord_uid NNS cord-252737-sbalcd8v 3 3 : : : cord-252737-sbalcd8v 3 4 sbalcd8v sbalcd8v NNP cord-252737-sbalcd8v 3 5 nan nan NNP cord-252737-sbalcd8v 4 1 As as IN cord-252737-sbalcd8v 4 2 the the DT cord-252737-sbalcd8v 4 3 COVID-19 COVID-19 NNP cord-252737-sbalcd8v 4 4 pandemic pandemic NN cord-252737-sbalcd8v 4 5 grows grow VBZ cord-252737-sbalcd8v 4 6 , , , cord-252737-sbalcd8v 4 7 the the DT cord-252737-sbalcd8v 4 8 need need NN cord-252737-sbalcd8v 4 9 for for IN cord-252737-sbalcd8v 4 10 rapid rapid JJ cord-252737-sbalcd8v 4 11 , , , cord-252737-sbalcd8v 4 12 innovative innovative JJ cord-252737-sbalcd8v 4 13 , , , cord-252737-sbalcd8v 4 14 and and CC cord-252737-sbalcd8v 4 15 cost cost NN cord-252737-sbalcd8v 4 16 - - HYPH cord-252737-sbalcd8v 4 17 effective effective JJ cord-252737-sbalcd8v 4 18 emergency emergency NN cord-252737-sbalcd8v 4 19 response response NN cord-252737-sbalcd8v 4 20 mechanisms mechanism NNS cord-252737-sbalcd8v 4 21 and and CC cord-252737-sbalcd8v 4 22 the the DT cord-252737-sbalcd8v 4 23 presence presence NN cord-252737-sbalcd8v 4 24 of of IN cord-252737-sbalcd8v 4 25 gaps gap NNS cord-252737-sbalcd8v 4 26 in in IN cord-252737-sbalcd8v 4 27 critical critical JJ cord-252737-sbalcd8v 4 28 care care NN cord-252737-sbalcd8v 4 29 capacity capacity NN cord-252737-sbalcd8v 4 30 become become VBP cord-252737-sbalcd8v 4 31 glaringly glaringly RB cord-252737-sbalcd8v 4 32 obvious obvious JJ cord-252737-sbalcd8v 4 33 in in IN cord-252737-sbalcd8v 4 34 most most JJS cord-252737-sbalcd8v 4 35 countries country NNS cord-252737-sbalcd8v 4 36 and and CC cord-252737-sbalcd8v 4 37 territories territory NNS cord-252737-sbalcd8v 4 38 worldwide worldwide RB cord-252737-sbalcd8v 4 39 . . . cord-252737-sbalcd8v 5 1 In in IN cord-252737-sbalcd8v 5 2 the the DT cord-252737-sbalcd8v 5 3 United United NNP cord-252737-sbalcd8v 5 4 States States NNP cord-252737-sbalcd8v 5 5 , , , cord-252737-sbalcd8v 5 6 models model NNS cord-252737-sbalcd8v 5 7 project project VBP cord-252737-sbalcd8v 5 8 that that IN cord-252737-sbalcd8v 5 9 major major JJ cord-252737-sbalcd8v 5 10 academic academic JJ cord-252737-sbalcd8v 5 11 centres centre NNS cord-252737-sbalcd8v 5 12 ' ' POS cord-252737-sbalcd8v 5 13 hospitalization hospitalization NN cord-252737-sbalcd8v 5 14 capacity capacity NN cord-252737-sbalcd8v 5 15 will will MD cord-252737-sbalcd8v 5 16 be be VB cord-252737-sbalcd8v 5 17 saturated saturate VBN cord-252737-sbalcd8v 5 18 within within IN cord-252737-sbalcd8v 5 19 weeks week NNS cord-252737-sbalcd8v 5 20 , , , cord-252737-sbalcd8v 5 21 notably notably RB cord-252737-sbalcd8v 5 22 including include VBG cord-252737-sbalcd8v 5 23 their -PRON- PRP$ cord-252737-sbalcd8v 5 24 intensive intensive JJ cord-252737-sbalcd8v 5 25 care care NN cord-252737-sbalcd8v 5 26 unit unit NN cord-252737-sbalcd8v 5 27 ( ( -LRB- cord-252737-sbalcd8v 5 28 ICU ICU NNP cord-252737-sbalcd8v 5 29 ) ) -RRB- cord-252737-sbalcd8v 5 30 capacity capacity NN cord-252737-sbalcd8v 5 31 . . . cord-252737-sbalcd8v 6 1 1 1 LS cord-252737-sbalcd8v 7 1 Furthermore furthermore RB cord-252737-sbalcd8v 7 2 , , , cord-252737-sbalcd8v 7 3 low low JJ cord-252737-sbalcd8v 7 4 - - : cord-252737-sbalcd8v 7 5 and and CC cord-252737-sbalcd8v 7 6 middleincome middleincome NNP cord-252737-sbalcd8v 7 7 countries country NNS cord-252737-sbalcd8v 7 8 ( ( -LRB- cord-252737-sbalcd8v 7 9 LMICs lmic NNS cord-252737-sbalcd8v 7 10 ) ) -RRB- cord-252737-sbalcd8v 7 11 are be VBP cord-252737-sbalcd8v 7 12 at at IN cord-252737-sbalcd8v 7 13 - - HYPH cord-252737-sbalcd8v 7 14 risk risk NN cord-252737-sbalcd8v 7 15 for for IN cord-252737-sbalcd8v 7 16 an an DT cord-252737-sbalcd8v 7 17 inability inability NN cord-252737-sbalcd8v 7 18 to to TO cord-252737-sbalcd8v 7 19 manage manage VB cord-252737-sbalcd8v 7 20 an an DT cord-252737-sbalcd8v 7 21 anticipated anticipate VBN cord-252737-sbalcd8v 7 22 surge surge NN cord-252737-sbalcd8v 7 23 of of IN cord-252737-sbalcd8v 7 24 critically critically RB cord-252737-sbalcd8v 7 25 ill ill JJ cord-252737-sbalcd8v 7 26 COVID-19 covid-19 JJ cord-252737-sbalcd8v 7 27 patients patient NNS cord-252737-sbalcd8v 7 28 , , , cord-252737-sbalcd8v 7 29 with with IN cord-252737-sbalcd8v 7 30 current current JJ cord-252737-sbalcd8v 7 31 estimates estimate NNS cord-252737-sbalcd8v 7 32 suggesting suggest VBG cord-252737-sbalcd8v 7 33 the the DT cord-252737-sbalcd8v 7 34 availability availability NN cord-252737-sbalcd8v 7 35 of of IN cord-252737-sbalcd8v 7 36 0.1 0.1 CD cord-252737-sbalcd8v 7 37 to to TO cord-252737-sbalcd8v 7 38 2.5 2.5 CD cord-252737-sbalcd8v 7 39 ICU ICU NNP cord-252737-sbalcd8v 7 40 beds bed NNS cord-252737-sbalcd8v 7 41 per per IN cord-252737-sbalcd8v 7 42 100,000 100,000 CD cord-252737-sbalcd8v 7 43 population population NN cord-252737-sbalcd8v 7 44 . . . cord-252737-sbalcd8v 8 1 2 2 LS cord-252737-sbalcd8v 9 1 While while IN cord-252737-sbalcd8v 9 2 several several JJ cord-252737-sbalcd8v 9 3 studies study NNS cord-252737-sbalcd8v 9 4 have have VBP cord-252737-sbalcd8v 9 5 evaluated evaluate VBN cord-252737-sbalcd8v 9 6 critical critical JJ cord-252737-sbalcd8v 9 7 care care NN cord-252737-sbalcd8v 9 8 capacity capacity NN cord-252737-sbalcd8v 9 9 in in IN cord-252737-sbalcd8v 9 10 some some DT cord-252737-sbalcd8v 9 11 regions region NNS cord-252737-sbalcd8v 9 12 , , , cord-252737-sbalcd8v 9 13 there there EX cord-252737-sbalcd8v 9 14 has have VBZ cord-252737-sbalcd8v 9 15 yet yet RB cord-252737-sbalcd8v 9 16 to to TO cord-252737-sbalcd8v 9 17 be be VB cord-252737-sbalcd8v 9 18 a a DT cord-252737-sbalcd8v 9 19 comprehensive comprehensive JJ cord-252737-sbalcd8v 9 20 survey survey NN cord-252737-sbalcd8v 9 21 of of IN cord-252737-sbalcd8v 9 22 ICU ICU NNP cord-252737-sbalcd8v 9 23 beds bed NNS cord-252737-sbalcd8v 9 24 worldwide worldwide RB cord-252737-sbalcd8v 9 25 . . . cord-252737-sbalcd8v 10 1 The the DT cord-252737-sbalcd8v 10 2 objective objective NN cord-252737-sbalcd8v 10 3 of of IN cord-252737-sbalcd8v 10 4 this this DT cord-252737-sbalcd8v 10 5 study study NN cord-252737-sbalcd8v 10 6 consists consist VBZ cord-252737-sbalcd8v 10 7 of of IN cord-252737-sbalcd8v 10 8 mapping map VBG cord-252737-sbalcd8v 10 9 the the DT cord-252737-sbalcd8v 10 10 global global JJ cord-252737-sbalcd8v 10 11 availability availability NN cord-252737-sbalcd8v 10 12 of of IN cord-252737-sbalcd8v 10 13 critical critical JJ cord-252737-sbalcd8v 10 14 care care NN cord-252737-sbalcd8v 10 15 infrastructure infrastructure NN cord-252737-sbalcd8v 10 16 with with IN cord-252737-sbalcd8v 10 17 a a DT cord-252737-sbalcd8v 10 18 focus focus NN cord-252737-sbalcd8v 10 19 on on IN cord-252737-sbalcd8v 10 20 the the DT cord-252737-sbalcd8v 10 21 distribution distribution NN cord-252737-sbalcd8v 10 22 of of IN cord-252737-sbalcd8v 10 23 ICU ICU NNP cord-252737-sbalcd8v 10 24 beds bed NNS cord-252737-sbalcd8v 10 25 . . . cord-252737-sbalcd8v 11 1 A a DT cord-252737-sbalcd8v 11 2 literature literature NN cord-252737-sbalcd8v 11 3 search search NN cord-252737-sbalcd8v 11 4 was be VBD cord-252737-sbalcd8v 11 5 performed perform VBN cord-252737-sbalcd8v 11 6 using use VBG cord-252737-sbalcd8v 11 7 the the DT cord-252737-sbalcd8v 11 8 PubMed PubMed NNP cord-252737-sbalcd8v 11 9 / / SYM cord-252737-sbalcd8v 11 10 MEDLINE MEDLINE NNP cord-252737-sbalcd8v 11 11 and and CC cord-252737-sbalcd8v 11 12 Google Google NNP cord-252737-sbalcd8v 11 13 Scholar Scholar NNP cord-252737-sbalcd8v 11 14 databases database NNS cord-252737-sbalcd8v 11 15 to to TO cord-252737-sbalcd8v 11 16 identify identify VB cord-252737-sbalcd8v 11 17 the the DT cord-252737-sbalcd8v 11 18 most most RBS cord-252737-sbalcd8v 11 19 recent recent JJ cord-252737-sbalcd8v 11 20 number number NN cord-252737-sbalcd8v 11 21 of of IN cord-252737-sbalcd8v 11 22 ICU ICU NNP cord-252737-sbalcd8v 11 23 beds bed NNS cord-252737-sbalcd8v 11 24 per per IN cord-252737-sbalcd8v 11 25 country country NN cord-252737-sbalcd8v 11 26 or or CC cord-252737-sbalcd8v 11 27 territory territory NN cord-252737-sbalcd8v 11 28 , , , cord-252737-sbalcd8v 11 29 including include VBG cord-252737-sbalcd8v 11 30 pediatric pediatric JJ cord-252737-sbalcd8v 11 31 and and CC cord-252737-sbalcd8v 11 32 neonatal neonatal JJ cord-252737-sbalcd8v 11 33 ICU ICU NNP cord-252737-sbalcd8v 11 34 but but CC cord-252737-sbalcd8v 11 35 excluding exclude VBG cord-252737-sbalcd8v 11 36 psychiatric psychiatric JJ cord-252737-sbalcd8v 11 37 ICUs icu NNS cord-252737-sbalcd8v 11 38 . . . cord-252737-sbalcd8v 12 1 Additionally additionally RB cord-252737-sbalcd8v 12 2 , , , cord-252737-sbalcd8v 12 3 national national JJ cord-252737-sbalcd8v 12 4 and and CC cord-252737-sbalcd8v 12 5 international international JJ cord-252737-sbalcd8v 12 6 media medium NNS cord-252737-sbalcd8v 12 7 and and CC cord-252737-sbalcd8v 12 8 grey grey JJ cord-252737-sbalcd8v 12 9 literature literature NN cord-252737-sbalcd8v 12 10 were be VBD cord-252737-sbalcd8v 12 11 searched search VBN cord-252737-sbalcd8v 12 12 in in IN cord-252737-sbalcd8v 12 13 English English NNP cord-252737-sbalcd8v 12 14 and and CC cord-252737-sbalcd8v 12 15 all all DT cord-252737-sbalcd8v 12 16 official official JJ cord-252737-sbalcd8v 12 17 languages language NNS cord-252737-sbalcd8v 12 18 of of IN cord-252737-sbalcd8v 12 19 each each DT cord-252737-sbalcd8v 12 20 country country NN cord-252737-sbalcd8v 12 21 . . . cord-252737-sbalcd8v 13 1 Countries country NNS cord-252737-sbalcd8v 13 2 were be VBD cord-252737-sbalcd8v 13 3 categorized categorize VBN cord-252737-sbalcd8v 13 4 as as IN cord-252737-sbalcd8v 13 5 LMIC LMIC NNP cord-252737-sbalcd8v 13 6 versus versus IN cord-252737-sbalcd8v 13 7 high high JJ cord-252737-sbalcd8v 13 8 - - HYPH cord-252737-sbalcd8v 13 9 income income NN cord-252737-sbalcd8v 13 10 countries country NNS cord-252737-sbalcd8v 13 11 ( ( -LRB- cord-252737-sbalcd8v 13 12 HICs hic NNS cord-252737-sbalcd8v 13 13 ) ) -RRB- cord-252737-sbalcd8v 13 14 according accord VBG cord-252737-sbalcd8v 13 15 to to IN cord-252737-sbalcd8v 13 16 the the DT cord-252737-sbalcd8v 13 17 World World NNP cord-252737-sbalcd8v 13 18 Bank Bank NNP cord-252737-sbalcd8v 13 19 income income NN cord-252737-sbalcd8v 13 20 group group NN cord-252737-sbalcd8v 13 21 classification classification NN cord-252737-sbalcd8v 13 22 . . . cord-252737-sbalcd8v 14 1 3 3 LS cord-252737-sbalcd8v 15 1 For for IN cord-252737-sbalcd8v 15 2 low low JJ cord-252737-sbalcd8v 15 3 - - HYPH cord-252737-sbalcd8v 15 4 income income NN cord-252737-sbalcd8v 15 5 countries country NNS cord-252737-sbalcd8v 15 6 , , , cord-252737-sbalcd8v 15 7 it -PRON- PRP cord-252737-sbalcd8v 15 8 was be VBD cord-252737-sbalcd8v 15 9 assumed assume VBN cord-252737-sbalcd8v 15 10 that that IN cord-252737-sbalcd8v 15 11 ICU ICU NNP cord-252737-sbalcd8v 15 12 beds bed NNS cord-252737-sbalcd8v 15 13 were be VBD cord-252737-sbalcd8v 15 14 only only RB cord-252737-sbalcd8v 15 15 available available JJ cord-252737-sbalcd8v 15 16 in in IN cord-252737-sbalcd8v 15 17 teaching teaching NN cord-252737-sbalcd8v 15 18 and and CC cord-252737-sbalcd8v 15 19 referral referral NN cord-252737-sbalcd8v 15 20 hospitals hospital NNS cord-252737-sbalcd8v 15 21 . . . cord-252737-sbalcd8v 16 1 Data datum NNS cord-252737-sbalcd8v 16 2 was be VBD cord-252737-sbalcd8v 16 3 available available JJ cord-252737-sbalcd8v 16 4 for for IN cord-252737-sbalcd8v 16 5 182 182 CD cord-252737-sbalcd8v 16 6 countries country NNS cord-252737-sbalcd8v 16 7 and and CC cord-252737-sbalcd8v 16 8 territories territory NNS cord-252737-sbalcd8v 16 9 , , , cord-252737-sbalcd8v 16 10 ranging range VBG cord-252737-sbalcd8v 16 11 from from IN cord-252737-sbalcd8v 16 12 0 0 CD cord-252737-sbalcd8v 16 13 to to IN cord-252737-sbalcd8v 16 14 59.5 59.5 CD cord-252737-sbalcd8v 16 15 ICU ICU NNP cord-252737-sbalcd8v 16 16 beds bed NNS cord-252737-sbalcd8v 16 17 per per IN cord-252737-sbalcd8v 16 18 100,000 100,000 CD cord-252737-sbalcd8v 16 19 population population NN cord-252737-sbalcd8v 16 20 ( ( -LRB- cord-252737-sbalcd8v 16 21 Figure figure NN cord-252737-sbalcd8v 16 22 1 1 CD cord-252737-sbalcd8v 16 23 ; ; : cord-252737-sbalcd8v 16 24 Appendix Appendix NNP cord-252737-sbalcd8v 16 25 table table NN cord-252737-sbalcd8v 16 26 1 1 CD cord-252737-sbalcd8v 16 27 ) ) -RRB- cord-252737-sbalcd8v 16 28 . . . cord-252737-sbalcd8v 17 1 Globally globally RB cord-252737-sbalcd8v 17 2 , , , cord-252737-sbalcd8v 17 3 at at IN cord-252737-sbalcd8v 17 4 least least RBS cord-252737-sbalcd8v 17 5 96 96 CD cord-252737-sbalcd8v 17 6 countries country NNS cord-252737-sbalcd8v 17 7 and and CC cord-252737-sbalcd8v 17 8 J J NNP cord-252737-sbalcd8v 17 9 o o NN cord-252737-sbalcd8v 17 10 u u NN cord-252737-sbalcd8v 17 11 r r NN cord-252737-sbalcd8v 17 12 n n NN cord-252737-sbalcd8v 17 13 a a DT cord-252737-sbalcd8v 17 14 l l NN cord-252737-sbalcd8v 17 15 P p NN cord-252737-sbalcd8v 17 16 r r NN cord-252737-sbalcd8v 17 17 e e NN cord-252737-sbalcd8v 17 18 -p -p NN cord-252737-sbalcd8v 18 1 r r NN cord-252737-sbalcd8v 18 2 o o NN cord-252737-sbalcd8v 18 3 o o NN cord-252737-sbalcd8v 18 4 f f NNP cord-252737-sbalcd8v 18 5 Journal Journal NNP cord-252737-sbalcd8v 18 6 Pre pre JJ cord-252737-sbalcd8v 18 7 - - JJ cord-252737-sbalcd8v 18 8 proof proof JJ cord-252737-sbalcd8v 18 9 territories territory NNS cord-252737-sbalcd8v 18 10 had have VBD cord-252737-sbalcd8v 18 11 a a DT cord-252737-sbalcd8v 18 12 density density NN cord-252737-sbalcd8v 18 13 of of IN cord-252737-sbalcd8v 18 14 less less JJR cord-252737-sbalcd8v 18 15 than than IN cord-252737-sbalcd8v 18 16 5.0 5.0 CD cord-252737-sbalcd8v 18 17 ICU ICU NNP cord-252737-sbalcd8v 18 18 beds bed NNS cord-252737-sbalcd8v 18 19 per per IN cord-252737-sbalcd8v 18 20 100,000 100,000 CD cord-252737-sbalcd8v 18 21 population population NN cord-252737-sbalcd8v 18 22 . . . cord-252737-sbalcd8v 19 1 The the DT cord-252737-sbalcd8v 19 2 availability availability NN cord-252737-sbalcd8v 19 3 of of IN cord-252737-sbalcd8v 19 4 ICU ICU NNP cord-252737-sbalcd8v 19 5 beds bed NNS cord-252737-sbalcd8v 19 6 ranged range VBD cord-252737-sbalcd8v 19 7 from from IN cord-252737-sbalcd8v 19 8 none none NN cord-252737-sbalcd8v 19 9 ( ( -LRB- cord-252737-sbalcd8v 19 10 Nauru Nauru NNP cord-252737-sbalcd8v 19 11 , , , cord-252737-sbalcd8v 19 12 Solomon Solomon NNP cord-252737-sbalcd8v 19 13 Islands Islands NNP cord-252737-sbalcd8v 19 14 , , , cord-252737-sbalcd8v 19 15 and and CC cord-252737-sbalcd8v 19 16 South South NNP cord-252737-sbalcd8v 19 17 Sudan Sudan NNP cord-252737-sbalcd8v 19 18 ) ) -RRB- cord-252737-sbalcd8v 19 19 to to IN cord-252737-sbalcd8v 19 20 21.3 21.3 CD cord-252737-sbalcd8v 19 21 per per IN cord-252737-sbalcd8v 19 22 100,000 100,000 CD cord-252737-sbalcd8v 19 23 population population NN cord-252737-sbalcd8v 19 24 ( ( -LRB- cord-252737-sbalcd8v 19 25 Kazakhstan Kazakhstan NNP cord-252737-sbalcd8v 19 26 ) ) -RRB- cord-252737-sbalcd8v 19 27 in in IN cord-252737-sbalcd8v 19 28 LMICs lmic NNS cord-252737-sbalcd8v 19 29 and and CC cord-252737-sbalcd8v 19 30 none none NN cord-252737-sbalcd8v 19 31 ( ( -LRB- cord-252737-sbalcd8v 19 32 Liechtenstein Liechtenstein NNP cord-252737-sbalcd8v 19 33 and and CC cord-252737-sbalcd8v 19 34 Palau Palau NNP cord-252737-sbalcd8v 19 35 ) ) -RRB- cord-252737-sbalcd8v 19 36 to to IN cord-252737-sbalcd8v 19 37 59.5 59.5 CD cord-252737-sbalcd8v 19 38 per per IN cord-252737-sbalcd8v 19 39 100,000 100,000 CD cord-252737-sbalcd8v 19 40 population population NN cord-252737-sbalcd8v 19 41 ( ( -LRB- cord-252737-sbalcd8v 19 42 Monaco Monaco NNP cord-252737-sbalcd8v 19 43 ) ) -RRB- cord-252737-sbalcd8v 19 44 in in IN cord-252737-sbalcd8v 19 45 HICs hic NNS cord-252737-sbalcd8v 19 46 . . . cord-252737-sbalcd8v 20 1 In in IN cord-252737-sbalcd8v 20 2 Africa Africa NNP cord-252737-sbalcd8v 20 3 , , , cord-252737-sbalcd8v 20 4 densities density NNS cord-252737-sbalcd8v 20 5 ranged range VBD cord-252737-sbalcd8v 20 6 from from IN cord-252737-sbalcd8v 20 7 0 0 NFP cord-252737-sbalcd8v 20 8 ( ( -LRB- cord-252737-sbalcd8v 20 9 South South NNP cord-252737-sbalcd8v 20 10 Sudan Sudan NNP cord-252737-sbalcd8v 20 11 ) ) -RRB- cord-252737-sbalcd8v 20 12 to to IN cord-252737-sbalcd8v 20 13 10.6 10.6 CD cord-252737-sbalcd8v 20 14 ( ( -LRB- cord-252737-sbalcd8v 20 15 Egypt Egypt NNP cord-252737-sbalcd8v 20 16 ) ) -RRB- cord-252737-sbalcd8v 20 17 per per IN cord-252737-sbalcd8v 20 18 100,000 100,000 CD cord-252737-sbalcd8v 20 19 population population NN cord-252737-sbalcd8v 20 20 . . . cord-252737-sbalcd8v 21 1 Apart apart RB cord-252737-sbalcd8v 21 2 from from IN cord-252737-sbalcd8v 21 3 Seychelles Seychelles NNP cord-252737-sbalcd8v 21 4 ( ( -LRB- cord-252737-sbalcd8v 21 5 6.3 6.3 CD cord-252737-sbalcd8v 21 6 ) ) -RRB- cord-252737-sbalcd8v 21 7 , , , cord-252737-sbalcd8v 21 8 South South NNP cord-252737-sbalcd8v 21 9 Africa Africa NNP cord-252737-sbalcd8v 21 10 ( ( -LRB- cord-252737-sbalcd8v 21 11 8.9 8.9 CD cord-252737-sbalcd8v 21 12 ) ) -RRB- cord-252737-sbalcd8v 21 13 , , , cord-252737-sbalcd8v 21 14 and and CC cord-252737-sbalcd8v 21 15 Egypt Egypt NNP cord-252737-sbalcd8v 21 16 ( ( -LRB- cord-252737-sbalcd8v 21 17 10.6 10.6 CD cord-252737-sbalcd8v 21 18 ) ) -RRB- cord-252737-sbalcd8v 21 19 , , , cord-252737-sbalcd8v 21 20 all all DT cord-252737-sbalcd8v 21 21 African african JJ cord-252737-sbalcd8v 21 22 countries country NNS cord-252737-sbalcd8v 21 23 had have VBD cord-252737-sbalcd8v 21 24 a a DT cord-252737-sbalcd8v 21 25 density density NN cord-252737-sbalcd8v 21 26 of of IN cord-252737-sbalcd8v 21 27 less less JJR cord-252737-sbalcd8v 21 28 than than IN cord-252737-sbalcd8v 21 29 5.0 5.0 CD cord-252737-sbalcd8v 21 30 ICU ICU NNP cord-252737-sbalcd8v 21 31 beds bed NNS cord-252737-sbalcd8v 21 32 per per IN cord-252737-sbalcd8v 21 33 100,000 100,000 CD cord-252737-sbalcd8v 21 34 population population NN cord-252737-sbalcd8v 21 35 . . . cord-252737-sbalcd8v 22 1 Traditionally traditionally RB cord-252737-sbalcd8v 22 2 , , , cord-252737-sbalcd8v 22 3 ICU ICU NNP cord-252737-sbalcd8v 22 4 beds bed NNS cord-252737-sbalcd8v 22 5 have have VBP cord-252737-sbalcd8v 22 6 a a DT cord-252737-sbalcd8v 22 7 high high JJ cord-252737-sbalcd8v 22 8 baseline baseline JJ cord-252737-sbalcd8v 22 9 occupancy occupancy NN cord-252737-sbalcd8v 22 10 rate rate NN cord-252737-sbalcd8v 22 11 . . . cord-252737-sbalcd8v 23 1 5 5 CD cord-252737-sbalcd8v 23 2 % % NN cord-252737-sbalcd8v 23 3 of of IN cord-252737-sbalcd8v 23 4 COVID-19 covid-19 JJ cord-252737-sbalcd8v 23 5 cases case NNS cord-252737-sbalcd8v 23 6 are be VBP cord-252737-sbalcd8v 23 7 expected expect VBN cord-252737-sbalcd8v 23 8 to to TO cord-252737-sbalcd8v 23 9 require require VB cord-252737-sbalcd8v 23 10 ICU ICU NNP cord-252737-sbalcd8v 23 11 admission admission NN cord-252737-sbalcd8v 23 12 , , , cord-252737-sbalcd8v 23 13 mathematically mathematically RB cord-252737-sbalcd8v 23 14 already already RB cord-252737-sbalcd8v 23 15 overwhelming overwhelm VBG cord-252737-sbalcd8v 23 16 a a DT cord-252737-sbalcd8v 23 17 handful handful NN cord-252737-sbalcd8v 23 18 of of IN cord-252737-sbalcd8v 23 19 countries country NNS cord-252737-sbalcd8v 23 20 based base VBN cord-252737-sbalcd8v 23 21 on on IN cord-252737-sbalcd8v 23 22 real real JJ cord-252737-sbalcd8v 23 23 - - HYPH cord-252737-sbalcd8v 23 24 time time NN cord-252737-sbalcd8v 23 25 case case NN cord-252737-sbalcd8v 23 26 numbers number NNS cord-252737-sbalcd8v 23 27 , , , cord-252737-sbalcd8v 23 28 and and CC cord-252737-sbalcd8v 23 29 disregarding disregard VBG cord-252737-sbalcd8v 23 30 the the DT cord-252737-sbalcd8v 23 31 need need NN cord-252737-sbalcd8v 23 32 for for IN cord-252737-sbalcd8v 23 33 ICU ICU NNP cord-252737-sbalcd8v 23 34 beds bed NNS cord-252737-sbalcd8v 23 35 for for IN cord-252737-sbalcd8v 23 36 non non JJ cord-252737-sbalcd8v 23 37 - - JJ cord-252737-sbalcd8v 23 38 COVID-19 covid-19 JJ cord-252737-sbalcd8v 23 39 emergencies emergency NNS cord-252737-sbalcd8v 23 40 . . . cord-252737-sbalcd8v 24 1 4 4 LS cord-252737-sbalcd8v 25 1 To to TO cord-252737-sbalcd8v 25 2 respond respond VB cord-252737-sbalcd8v 25 3 to to IN cord-252737-sbalcd8v 25 4 the the DT cord-252737-sbalcd8v 25 5 growing grow VBG cord-252737-sbalcd8v 25 6 shortages shortage NNS cord-252737-sbalcd8v 25 7 of of IN cord-252737-sbalcd8v 25 8 ICU ICU NNP cord-252737-sbalcd8v 25 9 beds bed NNS cord-252737-sbalcd8v 25 10 and and CC cord-252737-sbalcd8v 25 11 ventilators ventilator NNS cord-252737-sbalcd8v 25 12 , , , cord-252737-sbalcd8v 25 13 frameworks framework NNS cord-252737-sbalcd8v 25 14 for for IN cord-252737-sbalcd8v 25 15 rationing rationing NN cord-252737-sbalcd8v 25 16 have have VBP cord-252737-sbalcd8v 25 17 been be VBN cord-252737-sbalcd8v 25 18 developed develop VBN cord-252737-sbalcd8v 25 19 to to TO cord-252737-sbalcd8v 25 20 ensure ensure VB cord-252737-sbalcd8v 25 21 the the DT cord-252737-sbalcd8v 25 22 fair fair JJ cord-252737-sbalcd8v 25 23 allocation allocation NN cord-252737-sbalcd8v 25 24 of of IN cord-252737-sbalcd8v 25 25 scarce scarce JJ cord-252737-sbalcd8v 25 26 resources resource NNS cord-252737-sbalcd8v 25 27 . . . cord-252737-sbalcd8v 26 1 5 5 LS cord-252737-sbalcd8v 27 1 As as IN cord-252737-sbalcd8v 27 2 the the DT cord-252737-sbalcd8v 27 3 world world NN cord-252737-sbalcd8v 27 4 responds respond VBZ cord-252737-sbalcd8v 27 5 to to IN cord-252737-sbalcd8v 27 6 the the DT cord-252737-sbalcd8v 27 7 growing grow VBG cord-252737-sbalcd8v 27 8 COVID-19 covid-19 JJ cord-252737-sbalcd8v 27 9 pandemic pandemic NN cord-252737-sbalcd8v 27 10 , , , cord-252737-sbalcd8v 27 11 a a DT cord-252737-sbalcd8v 27 12 shift shift NN cord-252737-sbalcd8v 27 13 in in IN cord-252737-sbalcd8v 27 14 contemporary contemporary JJ cord-252737-sbalcd8v 27 15 global global JJ cord-252737-sbalcd8v 27 16 public public JJ cord-252737-sbalcd8v 27 17 health health NN cord-252737-sbalcd8v 27 18 priorities priority NNS cord-252737-sbalcd8v 27 19 exposes expose VBZ cord-252737-sbalcd8v 27 20 critical critical JJ cord-252737-sbalcd8v 27 21 gaps gap NNS cord-252737-sbalcd8v 27 22 in in IN cord-252737-sbalcd8v 27 23 health health NN cord-252737-sbalcd8v 27 24 systems system NNS cord-252737-sbalcd8v 27 25 around around IN cord-252737-sbalcd8v 27 26 the the DT cord-252737-sbalcd8v 27 27 world world NN cord-252737-sbalcd8v 27 28 . . . cord-252737-sbalcd8v 28 1 Whilst whilst IN cord-252737-sbalcd8v 28 2 the the DT cord-252737-sbalcd8v 28 3 critical critical JJ cord-252737-sbalcd8v 28 4 care care NN cord-252737-sbalcd8v 28 5 capacity capacity NN cord-252737-sbalcd8v 28 6 in in IN cord-252737-sbalcd8v 28 7 LMICs lmic NNS cord-252737-sbalcd8v 28 8 was be VBD cord-252737-sbalcd8v 28 9 insufficient insufficient JJ cord-252737-sbalcd8v 28 10 prior prior RB cord-252737-sbalcd8v 28 11 to to IN cord-252737-sbalcd8v 28 12 the the DT cord-252737-sbalcd8v 28 13 pandemic pandemic NN cord-252737-sbalcd8v 28 14 , , , cord-252737-sbalcd8v 28 15 deficiencies deficiency NNS cord-252737-sbalcd8v 28 16 grow grow VBP cord-252737-sbalcd8v 28 17 to to TO cord-252737-sbalcd8v 28 18 include include VB cord-252737-sbalcd8v 28 19 highly highly RB cord-252737-sbalcd8v 28 20 - - HYPH cord-252737-sbalcd8v 28 21 resourced resource VBN cord-252737-sbalcd8v 28 22 health health NN cord-252737-sbalcd8v 28 23 systems system NNS cord-252737-sbalcd8v 28 24 around around IN cord-252737-sbalcd8v 28 25 the the DT cord-252737-sbalcd8v 28 26 world world NN cord-252737-sbalcd8v 28 27 . . . cord-252737-sbalcd8v 29 1 Our -PRON- PRP$ cord-252737-sbalcd8v 29 2 study study NN cord-252737-sbalcd8v 29 3 has have VBZ cord-252737-sbalcd8v 29 4 several several JJ cord-252737-sbalcd8v 29 5 limitations limitation NNS cord-252737-sbalcd8v 29 6 . . . cord-252737-sbalcd8v 30 1 First first RB cord-252737-sbalcd8v 30 2 , , , cord-252737-sbalcd8v 30 3 the the DT cord-252737-sbalcd8v 30 4 scarcity scarcity NN cord-252737-sbalcd8v 30 5 of of IN cord-252737-sbalcd8v 30 6 comprehensive comprehensive JJ cord-252737-sbalcd8v 30 7 data datum NNS cord-252737-sbalcd8v 30 8 available available JJ cord-252737-sbalcd8v 30 9 in in IN cord-252737-sbalcd8v 30 10 peer peer NN cord-252737-sbalcd8v 30 11 - - HYPH cord-252737-sbalcd8v 30 12 reviewed review VBN cord-252737-sbalcd8v 30 13 literature literature NN cord-252737-sbalcd8v 30 14 or or CC cord-252737-sbalcd8v 30 15 white white JJ cord-252737-sbalcd8v 30 16 papers paper NNS cord-252737-sbalcd8v 30 17 required require VBD cord-252737-sbalcd8v 30 18 the the DT cord-252737-sbalcd8v 30 19 reliance reliance NN cord-252737-sbalcd8v 30 20 on on IN cord-252737-sbalcd8v 30 21 local local JJ cord-252737-sbalcd8v 30 22 and and CC cord-252737-sbalcd8v 30 23 national national JJ cord-252737-sbalcd8v 30 24 media medium NNS cord-252737-sbalcd8v 30 25 to to TO cord-252737-sbalcd8v 30 26 collect collect VB cord-252737-sbalcd8v 30 27 data datum NNS cord-252737-sbalcd8v 30 28 on on IN cord-252737-sbalcd8v 30 29 the the DT cord-252737-sbalcd8v 30 30 number number NN cord-252737-sbalcd8v 30 31 of of IN cord-252737-sbalcd8v 30 32 ICU ICU NNP cord-252737-sbalcd8v 30 33 beds bed NNS cord-252737-sbalcd8v 30 34 for for IN cord-252737-sbalcd8v 30 35 52 52 CD cord-252737-sbalcd8v 30 36 countries country NNS cord-252737-sbalcd8v 30 37 and and CC cord-252737-sbalcd8v 30 38 territories territory NNS cord-252737-sbalcd8v 30 39 . . . cord-252737-sbalcd8v 31 1 Our -PRON- PRP$ cord-252737-sbalcd8v 31 2 results result NNS cord-252737-sbalcd8v 31 3 are be VBP cord-252737-sbalcd8v 31 4 limited limit VBN cord-252737-sbalcd8v 31 5 to to IN cord-252737-sbalcd8v 31 6 internet internet NN cord-252737-sbalcd8v 31 7 - - HYPH cord-252737-sbalcd8v 31 8 searchable searchable JJ cord-252737-sbalcd8v 31 9 information information NN cord-252737-sbalcd8v 31 10 , , , cord-252737-sbalcd8v 31 11 and and CC cord-252737-sbalcd8v 31 12 we -PRON- PRP cord-252737-sbalcd8v 31 13 can can MD cord-252737-sbalcd8v 31 14 not not RB cord-252737-sbalcd8v 31 15 disregard disregard VB cord-252737-sbalcd8v 31 16 the the DT cord-252737-sbalcd8v 31 17 possibility possibility NN cord-252737-sbalcd8v 31 18 of of IN cord-252737-sbalcd8v 31 19 the the DT cord-252737-sbalcd8v 31 20 numbers number NNS cord-252737-sbalcd8v 31 21 to to TO cord-252737-sbalcd8v 31 22 be be VB cord-252737-sbalcd8v 31 23 under under RB cord-252737-sbalcd8v 31 24 - - HYPH cord-252737-sbalcd8v 31 25 estimates estimate NNS cord-252737-sbalcd8v 31 26 because because IN cord-252737-sbalcd8v 31 27 of of IN cord-252737-sbalcd8v 31 28 publicly publicly RB cord-252737-sbalcd8v 31 29 under under IN cord-252737-sbalcd8v 31 30 - - HYPH cord-252737-sbalcd8v 31 31 reporting reporting NN cord-252737-sbalcd8v 31 32 . . . cord-252737-sbalcd8v 32 1 Second second JJ cord-252737-sbalcd8v 32 2 , , , cord-252737-sbalcd8v 32 3 accessibility accessibility NN cord-252737-sbalcd8v 32 4 to to IN cord-252737-sbalcd8v 32 5 ICU ICU NNP cord-252737-sbalcd8v 32 6 care care NN cord-252737-sbalcd8v 32 7 , , , cord-252737-sbalcd8v 32 8 a a DT cord-252737-sbalcd8v 32 9 challenge challenge NN cord-252737-sbalcd8v 32 10 in in IN cord-252737-sbalcd8v 32 11 many many JJ cord-252737-sbalcd8v 32 12 countries country NNS cord-252737-sbalcd8v 32 13 with with IN cord-252737-sbalcd8v 32 14 ( ( -LRB- cord-252737-sbalcd8v 32 15 partially partially RB cord-252737-sbalcd8v 32 16 ) ) -RRB- cord-252737-sbalcd8v 32 17 private private JJ cord-252737-sbalcd8v 32 18 health health NN cord-252737-sbalcd8v 32 19 care care NN cord-252737-sbalcd8v 32 20 systems system NNS cord-252737-sbalcd8v 32 21 , , , cord-252737-sbalcd8v 32 22 is be VBZ cord-252737-sbalcd8v 32 23 not not RB cord-252737-sbalcd8v 32 24 taken take VBN cord-252737-sbalcd8v 32 25 into into IN cord-252737-sbalcd8v 32 26 account account NN cord-252737-sbalcd8v 32 27 when when WRB cord-252737-sbalcd8v 32 28 assessing assess VBG cord-252737-sbalcd8v 32 29 capacity capacity NN cord-252737-sbalcd8v 32 30 . . . cord-252737-sbalcd8v 33 1 The the DT cord-252737-sbalcd8v 33 2 availability availability NN cord-252737-sbalcd8v 33 3 of of IN cord-252737-sbalcd8v 33 4 an an DT cord-252737-sbalcd8v 33 5 ICU ICU NNP cord-252737-sbalcd8v 33 6 bed bed NN cord-252737-sbalcd8v 33 7 does do VBZ cord-252737-sbalcd8v 33 8 not not RB cord-252737-sbalcd8v 33 9 J J NNP cord-252737-sbalcd8v 33 10 o o NNP cord-252737-sbalcd8v 34 1 u u NNP cord-252737-sbalcd8v 34 2 r r NNP cord-252737-sbalcd8v 34 3 n n NN cord-252737-sbalcd8v 34 4 a a DT cord-252737-sbalcd8v 34 5 l l NN cord-252737-sbalcd8v 34 6 P p NN cord-252737-sbalcd8v 34 7 r r NN cord-252737-sbalcd8v 34 8 e e NN cord-252737-sbalcd8v 34 9 -p -p NN cord-252737-sbalcd8v 35 1 r r NN cord-252737-sbalcd8v 35 2 o o NN cord-252737-sbalcd8v 35 3 o o NN cord-252737-sbalcd8v 35 4 f f NNP cord-252737-sbalcd8v 35 5 Journal Journal NNP cord-252737-sbalcd8v 35 6 Pre Pre NNP cord-252737-sbalcd8v 35 7 - - NN cord-252737-sbalcd8v 35 8 proof proof JJ cord-252737-sbalcd8v 35 9 _SP cord-252737-sbalcd8v 35 10 Locally locally RB cord-252737-sbalcd8v 35 11 Informed Informed NNP cord-252737-sbalcd8v 35 12 Simulation Simulation NNP cord-252737-sbalcd8v 35 13 to to TO cord-252737-sbalcd8v 35 14 Predict predict VB cord-252737-sbalcd8v 35 15 Hospital hospital NN cord-252737-sbalcd8v 35 16 Capacity capacity NN cord-252737-sbalcd8v 35 17 Needs need NNS cord-252737-sbalcd8v 35 18 During during IN cord-252737-sbalcd8v 35 19 the the DT cord-252737-sbalcd8v 35 20 COVID-19 COVID-19 NNP cord-252737-sbalcd8v 35 21 Pandemic Pandemic NNP cord-252737-sbalcd8v 35 22 Achieving achieve VBG cord-252737-sbalcd8v 35 23 affordable affordable JJ cord-252737-sbalcd8v 35 24 critical critical JJ cord-252737-sbalcd8v 35 25 care care NN cord-252737-sbalcd8v 35 26 in in IN cord-252737-sbalcd8v 35 27 lowincome lowincome NNP cord-252737-sbalcd8v 35 28 and and CC cord-252737-sbalcd8v 35 29 middle middle JJ cord-252737-sbalcd8v 35 30 - - HYPH cord-252737-sbalcd8v 35 31 income income NN cord-252737-sbalcd8v 35 32 countries country NNS cord-252737-sbalcd8v 35 33 World World NNP cord-252737-sbalcd8v 35 34 Bank Bank NNP cord-252737-sbalcd8v 35 35 Country Country NNP cord-252737-sbalcd8v 35 36 and and CC cord-252737-sbalcd8v 35 37 Lending Lending NNP cord-252737-sbalcd8v 35 38 Groups Groups NNPS cord-252737-sbalcd8v 36 1 An an DT cord-252737-sbalcd8v 36 2 interactive interactive JJ cord-252737-sbalcd8v 36 3 web web NN cord-252737-sbalcd8v 36 4 - - HYPH cord-252737-sbalcd8v 36 5 based base VBN cord-252737-sbalcd8v 36 6 dashboard dashboard NN cord-252737-sbalcd8v 36 7 to to TO cord-252737-sbalcd8v 36 8 track track VB cord-252737-sbalcd8v 36 9 COVID-19 COVID-19 NNP cord-252737-sbalcd8v 36 10 in in IN cord-252737-sbalcd8v 36 11 real real JJ cord-252737-sbalcd8v 36 12 time time NN cord-252737-sbalcd8v 37 1 A a DT cord-252737-sbalcd8v 37 2 Framework framework NN cord-252737-sbalcd8v 37 3 for for IN cord-252737-sbalcd8v 37 4 Rationing ration VBG cord-252737-sbalcd8v 37 5 Ventilators Ventilators NNPS cord-252737-sbalcd8v 37 6 and and CC cord-252737-sbalcd8v 37 7 Critical Critical NNP cord-252737-sbalcd8v 37 8 Care Care NNP cord-252737-sbalcd8v 37 9 Beds Beds NNPS cord-252737-sbalcd8v 37 10 During during IN cord-252737-sbalcd8v 37 11 the the DT cord-252737-sbalcd8v 37 12 COVID-19 COVID-19 NNP cord-252737-sbalcd8v 37 13 Pandemic Pandemic NNP