id sid tid token lemma pos cord-299465-c7ki3061 1 1 key key NN cord-299465-c7ki3061 1 2 : : : cord-299465-c7ki3061 2 1 cord-299465-c7ki3061 cord-299465-c7ki3061 NN cord-299465-c7ki3061 2 2 authors author NNS cord-299465-c7ki3061 2 3 : : : cord-299465-c7ki3061 2 4 Mallow Mallow NNP cord-299465-c7ki3061 2 5 , , , cord-299465-c7ki3061 2 6 P. P. NNP cord-299465-c7ki3061 2 7 J. J. NNP cord-299465-c7ki3061 2 8 ; ; : cord-299465-c7ki3061 2 9 Jones Jones NNP cord-299465-c7ki3061 2 10 , , , cord-299465-c7ki3061 2 11 M. M. NNP cord-299465-c7ki3061 2 12 title title NN cord-299465-c7ki3061 2 13 : : : cord-299465-c7ki3061 3 1 When when WRB cord-299465-c7ki3061 3 2 Second second JJ cord-299465-c7ki3061 3 3 Best good JJS cord-299465-c7ki3061 3 4 Might may MD cord-299465-c7ki3061 3 5 be be VB cord-299465-c7ki3061 3 6 the the DT cord-299465-c7ki3061 3 7 Best good JJS cord-299465-c7ki3061 3 8 : : : cord-299465-c7ki3061 3 9 Using use VBG cord-299465-c7ki3061 3 10 Hospitalization hospitalization NN cord-299465-c7ki3061 3 11 Data Data NNP cord-299465-c7ki3061 3 12 to to TO cord-299465-c7ki3061 3 13 Monitor monitor VB cord-299465-c7ki3061 3 14 the the DT cord-299465-c7ki3061 3 15 Novel Novel NNP cord-299465-c7ki3061 3 16 Coronavirus Coronavirus NNP cord-299465-c7ki3061 3 17 Pandemic Pandemic NNP cord-299465-c7ki3061 3 18 date date NN cord-299465-c7ki3061 3 19 : : : cord-299465-c7ki3061 3 20 2020 2020 CD cord-299465-c7ki3061 3 21 - - HYPH cord-299465-c7ki3061 3 22 05 05 CD cord-299465-c7ki3061 3 23 - - SYM cord-299465-c7ki3061 3 24 18 18 CD cord-299465-c7ki3061 3 25 journal journal NN cord-299465-c7ki3061 3 26 : : : cord-299465-c7ki3061 3 27 nan nan NNP cord-299465-c7ki3061 3 28 DOI DOI NNP cord-299465-c7ki3061 3 29 : : : cord-299465-c7ki3061 3 30 10.1101/2020.05.11.20098475 10.1101/2020.05.11.20098475 CD cord-299465-c7ki3061 3 31 sha sha NNP cord-299465-c7ki3061 3 32 : : : cord-299465-c7ki3061 4 1 64a850b409d63712791c985be7166bfc378315a3 64a850b409d63712791c985be7166bfc378315a3 CD cord-299465-c7ki3061 4 2 doc_id doc_id CD cord-299465-c7ki3061 4 3 : : : cord-299465-c7ki3061 4 4 299465 299465 CD cord-299465-c7ki3061 4 5 cord_uid cord_uid NNS cord-299465-c7ki3061 4 6 : : : cord-299465-c7ki3061 5 1 c7ki3061 c7ki3061 NNP cord-299465-c7ki3061 6 1 The the DT cord-299465-c7ki3061 6 2 novel novel JJ cord-299465-c7ki3061 6 3 coronavirus coronavirus NN cord-299465-c7ki3061 6 4 ' ' POS cord-299465-c7ki3061 6 5 high high JJ cord-299465-c7ki3061 6 6 rate rate NN cord-299465-c7ki3061 6 7 of of IN cord-299465-c7ki3061 6 8 asymptomatic asymptomatic JJ cord-299465-c7ki3061 6 9 transmission transmission NN cord-299465-c7ki3061 6 10 combined combine VBN cord-299465-c7ki3061 6 11 with with IN cord-299465-c7ki3061 6 12 a a DT cord-299465-c7ki3061 6 13 lack lack NN cord-299465-c7ki3061 6 14 of of IN cord-299465-c7ki3061 6 15 testing testing NN cord-299465-c7ki3061 6 16 kits kit NNS cord-299465-c7ki3061 6 17 call call VBP cord-299465-c7ki3061 6 18 for for IN cord-299465-c7ki3061 6 19 a a DT cord-299465-c7ki3061 6 20 different different JJ cord-299465-c7ki3061 6 21 approach approach NN cord-299465-c7ki3061 6 22 to to TO cord-299465-c7ki3061 6 23 monitor monitor VB cord-299465-c7ki3061 6 24 its -PRON- PRP$ cord-299465-c7ki3061 6 25 spread spread NN cord-299465-c7ki3061 6 26 and and CC cord-299465-c7ki3061 6 27 severity severity NN cord-299465-c7ki3061 6 28 . . . cord-299465-c7ki3061 7 1 We -PRON- PRP cord-299465-c7ki3061 7 2 proposed propose VBD cord-299465-c7ki3061 7 3 the the DT cord-299465-c7ki3061 7 4 use use NN cord-299465-c7ki3061 7 5 of of IN cord-299465-c7ki3061 7 6 hospitalizations hospitalization NNS cord-299465-c7ki3061 7 7 and and CC cord-299465-c7ki3061 7 8 hospital hospital NN cord-299465-c7ki3061 7 9 utilization utilization NN cord-299465-c7ki3061 7 10 data datum NNS cord-299465-c7ki3061 7 11 to to TO cord-299465-c7ki3061 7 12 monitor monitor VB cord-299465-c7ki3061 7 13 the the DT cord-299465-c7ki3061 7 14 spread spread NN cord-299465-c7ki3061 7 15 and and CC cord-299465-c7ki3061 7 16 severity severity NN cord-299465-c7ki3061 7 17 . . . cord-299465-c7ki3061 8 1 A a DT cord-299465-c7ki3061 8 2 proposed propose VBN cord-299465-c7ki3061 8 3 threshold threshold NN cord-299465-c7ki3061 8 4 of of IN cord-299465-c7ki3061 8 5 a a DT cord-299465-c7ki3061 8 6 declining decline VBG cord-299465-c7ki3061 8 7 7-day 7-day JJ cord-299465-c7ki3061 8 8 moving move VBG cord-299465-c7ki3061 8 9 average average NN cord-299465-c7ki3061 8 10 over over IN cord-299465-c7ki3061 8 11 a a DT cord-299465-c7ki3061 8 12 14-day 14-day CD cord-299465-c7ki3061 8 13 period period NN cord-299465-c7ki3061 8 14 , , , cord-299465-c7ki3061 8 15 " " `` cord-299465-c7ki3061 8 16 7&14 7&14 CD cord-299465-c7ki3061 8 17 " " `` cord-299465-c7ki3061 8 18 was be VBD cord-299465-c7ki3061 8 19 set set VBN cord-299465-c7ki3061 8 20 to to TO cord-299465-c7ki3061 8 21 communicate communicate VB cord-299465-c7ki3061 8 22 when when WRB cord-299465-c7ki3061 8 23 a a DT cord-299465-c7ki3061 8 24 wave wave NN cord-299465-c7ki3061 8 25 of of IN cord-299465-c7ki3061 8 26 the the DT cord-299465-c7ki3061 8 27 novel novel JJ cord-299465-c7ki3061 8 28 coronavirus coronavirus NN cord-299465-c7ki3061 8 29 may may MD cord-299465-c7ki3061 8 30 have have VB cord-299465-c7ki3061 8 31 passed pass VBN cord-299465-c7ki3061 8 32 . . . cord-299465-c7ki3061 9 1 The the DT cord-299465-c7ki3061 9 2 state state NN cord-299465-c7ki3061 9 3 of of IN cord-299465-c7ki3061 9 4 Ohio Ohio NNP cord-299465-c7ki3061 9 5 was be VBD cord-299465-c7ki3061 9 6 chosen choose VBN cord-299465-c7ki3061 9 7 to to TO cord-299465-c7ki3061 9 8 illustrate illustrate VB cord-299465-c7ki3061 9 9 this this DT cord-299465-c7ki3061 9 10 threshold threshold NN cord-299465-c7ki3061 9 11 . . . cord-299465-c7ki3061 10 1 While while IN cord-299465-c7ki3061 10 2 not not RB cord-299465-c7ki3061 10 3 the the DT cord-299465-c7ki3061 10 4 ideal ideal JJ cord-299465-c7ki3061 10 5 solution solution NN cord-299465-c7ki3061 10 6 for for IN cord-299465-c7ki3061 10 7 monitoring monitor VBG cord-299465-c7ki3061 10 8 the the DT cord-299465-c7ki3061 10 9 spread spread NN cord-299465-c7ki3061 10 10 of of IN cord-299465-c7ki3061 10 11 the the DT cord-299465-c7ki3061 10 12 epidemic epidemic NN cord-299465-c7ki3061 10 13 , , , cord-299465-c7ki3061 10 14 the the DT cord-299465-c7ki3061 10 15 proposed propose VBN cord-299465-c7ki3061 10 16 approach approach NN cord-299465-c7ki3061 10 17 is be VBZ cord-299465-c7ki3061 10 18 an an DT cord-299465-c7ki3061 10 19 easy easy JJ cord-299465-c7ki3061 10 20 to to TO cord-299465-c7ki3061 10 21 implement implement VB cord-299465-c7ki3061 10 22 framework framework NN cord-299465-c7ki3061 10 23 accounting accounting NN cord-299465-c7ki3061 10 24 for for IN cord-299465-c7ki3061 10 25 limitations limitation NNS cord-299465-c7ki3061 10 26 of of IN cord-299465-c7ki3061 10 27 the the DT cord-299465-c7ki3061 10 28 data data NN cord-299465-c7ki3061 10 29 inherent inherent JJ cord-299465-c7ki3061 10 30 in in IN cord-299465-c7ki3061 10 31 the the DT cord-299465-c7ki3061 10 32 current current JJ cord-299465-c7ki3061 10 33 epidemic epidemic NN cord-299465-c7ki3061 10 34 . . . cord-299465-c7ki3061 11 1 Hospital hospital NN cord-299465-c7ki3061 11 2 administrators administrator NNS cord-299465-c7ki3061 11 3 and and CC cord-299465-c7ki3061 11 4 policy policy NN cord-299465-c7ki3061 11 5 makers maker NNS cord-299465-c7ki3061 11 6 may may MD cord-299465-c7ki3061 11 7 benefit benefit VB cord-299465-c7ki3061 11 8 from from IN cord-299465-c7ki3061 11 9 incorporating incorporate VBG cord-299465-c7ki3061 11 10 this this DT cord-299465-c7ki3061 11 11 approach approach NN cord-299465-c7ki3061 11 12 into into IN cord-299465-c7ki3061 11 13 their -PRON- PRP$ cord-299465-c7ki3061 11 14 decision decision NN cord-299465-c7ki3061 11 15 making making NN cord-299465-c7ki3061 11 16 . . . cord-299465-c7ki3061 12 1 Before before IN cord-299465-c7ki3061 12 2 government government NN cord-299465-c7ki3061 12 3 officials official NNS cord-299465-c7ki3061 12 4 relax relax VBP cord-299465-c7ki3061 12 5 stay stay VB cord-299465-c7ki3061 12 6 - - HYPH cord-299465-c7ki3061 12 7 at at IN cord-299465-c7ki3061 12 8 - - HYPH cord-299465-c7ki3061 12 9 home home NN cord-299465-c7ki3061 12 10 orders order NNS cord-299465-c7ki3061 12 11 and and CC cord-299465-c7ki3061 12 12 hospitals hospital NNS cord-299465-c7ki3061 12 13 resume resume VB cord-299465-c7ki3061 12 14 elective elective JJ cord-299465-c7ki3061 12 15 procedures procedure NNS cord-299465-c7ki3061 12 16 , , , cord-299465-c7ki3061 12 17 decision decision NN cord-299465-c7ki3061 12 18 - - HYPH cord-299465-c7ki3061 12 19 makers maker NNS cord-299465-c7ki3061 12 20 must must MD cord-299465-c7ki3061 12 21 accurately accurately RB cord-299465-c7ki3061 12 22 estimate estimate VB cord-299465-c7ki3061 12 23 the the DT cord-299465-c7ki3061 12 24 trend trend NN cord-299465-c7ki3061 12 25 , , , cord-299465-c7ki3061 12 26 severity severity NN cord-299465-c7ki3061 12 27 , , , cord-299465-c7ki3061 12 28 and and CC cord-299465-c7ki3061 12 29 prevalence prevalence NN cord-299465-c7ki3061 12 30 of of IN cord-299465-c7ki3061 12 31 the the DT cord-299465-c7ki3061 12 32 novel novel JJ cord-299465-c7ki3061 12 33 coronavirus coronavirus NN cord-299465-c7ki3061 12 34 in in IN cord-299465-c7ki3061 12 35 a a DT cord-299465-c7ki3061 12 36 geographic geographic JJ cord-299465-c7ki3061 12 37 region region NN cord-299465-c7ki3061 12 38 . . . cord-299465-c7ki3061 13 1 Ideally ideally RB cord-299465-c7ki3061 13 2 , , , cord-299465-c7ki3061 13 3 public public JJ cord-299465-c7ki3061 13 4 health health NN cord-299465-c7ki3061 13 5 agencies agency NNS cord-299465-c7ki3061 13 6 would would MD cord-299465-c7ki3061 13 7 conduct conduct VB cord-299465-c7ki3061 13 8 active active JJ cord-299465-c7ki3061 13 9 surveillance surveillance NN cord-299465-c7ki3061 13 10 of of IN cord-299465-c7ki3061 13 11 infections infection NNS cord-299465-c7ki3061 13 12 in in IN cord-299465-c7ki3061 13 13 the the DT cord-299465-c7ki3061 13 14 general general JJ cord-299465-c7ki3061 13 15 population population NN cord-299465-c7ki3061 13 16 ( ( -LRB- cord-299465-c7ki3061 13 17 Sun Sun NNP cord-299465-c7ki3061 13 18 , , , cord-299465-c7ki3061 13 19 2020 2020 CD cord-299465-c7ki3061 13 20 ; ; : cord-299465-c7ki3061 13 21 Nsubuga Nsubuga NNP cord-299465-c7ki3061 13 22 , , , cord-299465-c7ki3061 13 23 2006 2006 CD cord-299465-c7ki3061 13 24 ; ; : cord-299465-c7ki3061 13 25 Hashimoto Hashimoto NNP cord-299465-c7ki3061 13 26 , , , cord-299465-c7ki3061 13 27 2000 2000 CD cord-299465-c7ki3061 13 28 ) ) -RRB- cord-299465-c7ki3061 13 29 . . . cord-299465-c7ki3061 14 1 The the DT cord-299465-c7ki3061 14 2 results result NNS cord-299465-c7ki3061 14 3 from from IN cord-299465-c7ki3061 14 4 this this DT cord-299465-c7ki3061 14 5 first first RB cord-299465-c7ki3061 14 6 - - HYPH cord-299465-c7ki3061 14 7 best good JJS cord-299465-c7ki3061 14 8 solution solution NN cord-299465-c7ki3061 14 9 represent represent VBP cord-299465-c7ki3061 14 10 a a DT cord-299465-c7ki3061 14 11 coincident coincident JJ cord-299465-c7ki3061 14 12 indicator indicator NN cord-299465-c7ki3061 14 13 of of IN cord-299465-c7ki3061 14 14 COVID-19 COVID-19 NNP cord-299465-c7ki3061 14 15 's 's POS cord-299465-c7ki3061 14 16 prevalence prevalence NN cord-299465-c7ki3061 14 17 in in IN cord-299465-c7ki3061 14 18 a a DT cord-299465-c7ki3061 14 19 population population NN cord-299465-c7ki3061 14 20 . . . cord-299465-c7ki3061 15 1 However however RB cord-299465-c7ki3061 15 2 , , , cord-299465-c7ki3061 15 3 the the DT cord-299465-c7ki3061 15 4 fact fact NN cord-299465-c7ki3061 15 5 that that IN cord-299465-c7ki3061 15 6 the the DT cord-299465-c7ki3061 15 7 novel novel JJ cord-299465-c7ki3061 15 8 coronavirus coronavirus NN cord-299465-c7ki3061 15 9 has have VBZ cord-299465-c7ki3061 15 10 a a DT cord-299465-c7ki3061 15 11 high high JJ cord-299465-c7ki3061 15 12 rate rate NN cord-299465-c7ki3061 15 13 of of IN cord-299465-c7ki3061 15 14 asymptomatic asymptomatic JJ cord-299465-c7ki3061 15 15 transmission transmission NN cord-299465-c7ki3061 15 16 hinders hinder VBZ cord-299465-c7ki3061 15 17 the the DT cord-299465-c7ki3061 15 18 usefulness usefulness NN cord-299465-c7ki3061 15 19 of of IN cord-299465-c7ki3061 15 20 this this DT cord-299465-c7ki3061 15 21 approach approach NN cord-299465-c7ki3061 15 22 ( ( -LRB- cord-299465-c7ki3061 15 23 Gandhi Gandhi NNP cord-299465-c7ki3061 15 24 , , , cord-299465-c7ki3061 15 25 2020 2020 CD cord-299465-c7ki3061 15 26 ) ) -RRB- cord-299465-c7ki3061 15 27 . . . cord-299465-c7ki3061 16 1 Further further RB cord-299465-c7ki3061 16 2 hindering hinder VBG cord-299465-c7ki3061 16 3 the the DT cord-299465-c7ki3061 16 4 disease disease NN cord-299465-c7ki3061 16 5 surveillance surveillance NN cord-299465-c7ki3061 16 6 is be VBZ cord-299465-c7ki3061 16 7 the the DT cord-299465-c7ki3061 16 8 limited limited JJ cord-299465-c7ki3061 16 9 number number NN cord-299465-c7ki3061 16 10 of of IN cord-299465-c7ki3061 16 11 novel novel JJ cord-299465-c7ki3061 16 12 coronavirus coronavirus NN cord-299465-c7ki3061 16 13 test test NN cord-299465-c7ki3061 16 14 kits kit NNS cord-299465-c7ki3061 16 15 as as IN cord-299465-c7ki3061 16 16 of of IN cord-299465-c7ki3061 16 17 April April NNP cord-299465-c7ki3061 16 18 , , , cord-299465-c7ki3061 16 19 2020 2020 CD cord-299465-c7ki3061 16 20 . . . cord-299465-c7ki3061 17 1 Many many JJ cord-299465-c7ki3061 17 2 states state NNS cord-299465-c7ki3061 17 3 like like IN cord-299465-c7ki3061 17 4 Ohio Ohio NNP cord-299465-c7ki3061 17 5 prioritize prioritize VBP cord-299465-c7ki3061 17 6 the the DT cord-299465-c7ki3061 17 7 individuals individual NNS cord-299465-c7ki3061 17 8 who who WP cord-299465-c7ki3061 17 9 are be VBP cord-299465-c7ki3061 17 10 eligible eligible JJ cord-299465-c7ki3061 17 11 for for IN cord-299465-c7ki3061 17 12 testing testing NN cord-299465-c7ki3061 17 13 ( ( -LRB- cord-299465-c7ki3061 17 14 ODH ODH NNP cord-299465-c7ki3061 17 15 , , , cord-299465-c7ki3061 17 16 2020a 2020a CD cord-299465-c7ki3061 17 17 ) ) -RRB- cord-299465-c7ki3061 17 18 . . . cord-299465-c7ki3061 18 1 Ohio Ohio NNP cord-299465-c7ki3061 18 2 and and CC cord-299465-c7ki3061 18 3 many many JJ cord-299465-c7ki3061 18 4 other other JJ cord-299465-c7ki3061 18 5 states state NNS cord-299465-c7ki3061 18 6 recommend recommend VBP cord-299465-c7ki3061 18 7 that that IN cord-299465-c7ki3061 18 8 all all DT cord-299465-c7ki3061 18 9 individuals individual NNS cord-299465-c7ki3061 18 10 who who WP cord-299465-c7ki3061 18 11 exhibit exhibit VBP cord-299465-c7ki3061 18 12 symptoms symptom NNS cord-299465-c7ki3061 18 13 should should MD cord-299465-c7ki3061 18 14 be be VB cord-299465-c7ki3061 18 15 tested test VBN cord-299465-c7ki3061 18 16 . . . cord-299465-c7ki3061 19 1 However however RB cord-299465-c7ki3061 19 2 , , , cord-299465-c7ki3061 19 3 hospitalized hospitalize VBN cord-299465-c7ki3061 19 4 individuals individual NNS cord-299465-c7ki3061 19 5 and and CC cord-299465-c7ki3061 19 6 healthcare healthcare NN cord-299465-c7ki3061 19 7 workers worker NNS cord-299465-c7ki3061 19 8 are be VBP cord-299465-c7ki3061 19 9 given give VBN cord-299465-c7ki3061 19 10 first first JJ cord-299465-c7ki3061 19 11 priority priority NN cord-299465-c7ki3061 19 12 . . . cord-299465-c7ki3061 20 1 Individuals individual NNS cord-299465-c7ki3061 20 2 in in IN cord-299465-c7ki3061 20 3 long long JJ cord-299465-c7ki3061 20 4 - - HYPH cord-299465-c7ki3061 20 5 term term NN cord-299465-c7ki3061 20 6 care care NN cord-299465-c7ki3061 20 7 and and CC cord-299465-c7ki3061 20 8 first first JJ cord-299465-c7ki3061 20 9 responders responder NNS cord-299465-c7ki3061 20 10 are be VBP cord-299465-c7ki3061 20 11 given give VBN cord-299465-c7ki3061 20 12 a a DT cord-299465-c7ki3061 20 13 lower low JJR cord-299465-c7ki3061 20 14 priority priority NN cord-299465-c7ki3061 20 15 , , , cord-299465-c7ki3061 20 16 and and CC cord-299465-c7ki3061 20 17 individuals individual NNS cord-299465-c7ki3061 20 18 in in IN cord-299465-c7ki3061 20 19 the the DT cord-299465-c7ki3061 20 20 general general JJ cord-299465-c7ki3061 20 21 population population NN cord-299465-c7ki3061 20 22 have have VBP cord-299465-c7ki3061 20 23 the the DT cord-299465-c7ki3061 20 24 lowest low JJS cord-299465-c7ki3061 20 25 priority priority NN cord-299465-c7ki3061 20 26 . . . cord-299465-c7ki3061 21 1 While while IN cord-299465-c7ki3061 21 2 this this DT cord-299465-c7ki3061 21 3 prioritization prioritization NN cord-299465-c7ki3061 21 4 redirects redirect VBZ cord-299465-c7ki3061 21 5 resources resource NNS cord-299465-c7ki3061 21 6 to to IN cord-299465-c7ki3061 21 7 their -PRON- PRP$ cord-299465-c7ki3061 21 8 most most RBS cord-299465-c7ki3061 21 9 effective effective JJ cord-299465-c7ki3061 21 10 use use NN cord-299465-c7ki3061 21 11 , , , cord-299465-c7ki3061 21 12 the the DT cord-299465-c7ki3061 21 13 number number NN cord-299465-c7ki3061 21 14 of of IN cord-299465-c7ki3061 21 15 positive positive JJ cord-299465-c7ki3061 21 16 cases case NNS cord-299465-c7ki3061 21 17 represents represent VBZ cord-299465-c7ki3061 21 18 a a DT cord-299465-c7ki3061 21 19 biased biased JJ cord-299465-c7ki3061 21 20 sample sample NN cord-299465-c7ki3061 21 21 of of IN cord-299465-c7ki3061 21 22 the the DT cord-299465-c7ki3061 21 23 general general JJ cord-299465-c7ki3061 21 24 population population NN cord-299465-c7ki3061 21 25 . . . cord-299465-c7ki3061 22 1 This this DT cord-299465-c7ki3061 22 2 tradeoff tradeoff NN cord-299465-c7ki3061 22 3 suggests suggest VBZ cord-299465-c7ki3061 22 4 that that IN cord-299465-c7ki3061 22 5 the the DT cord-299465-c7ki3061 22 6 number number NN cord-299465-c7ki3061 22 7 of of IN cord-299465-c7ki3061 22 8 positive positive JJ cord-299465-c7ki3061 22 9 test test NN cord-299465-c7ki3061 22 10 cases case NNS cord-299465-c7ki3061 22 11 in in IN cord-299465-c7ki3061 22 12 a a DT cord-299465-c7ki3061 22 13 population population NN cord-299465-c7ki3061 22 14 does do VBZ cord-299465-c7ki3061 22 15 not not RB cord-299465-c7ki3061 22 16 necessarily necessarily RB cord-299465-c7ki3061 22 17 reflect reflect VB cord-299465-c7ki3061 22 18 the the DT cord-299465-c7ki3061 22 19 actual actual JJ cord-299465-c7ki3061 22 20 prevalence prevalence NN cord-299465-c7ki3061 22 21 of of IN cord-299465-c7ki3061 22 22 COVID-19 covid-19 JJ cord-299465-c7ki3061 22 23 nor nor CC cord-299465-c7ki3061 22 24 the the DT cord-299465-c7ki3061 22 25 infection infection NN cord-299465-c7ki3061 22 26 rate rate NN cord-299465-c7ki3061 22 27 trend trend NN cord-299465-c7ki3061 22 28 . . . cord-299465-c7ki3061 23 1 As as IN cord-299465-c7ki3061 23 2 a a DT cord-299465-c7ki3061 23 3 lagging lagging JJ cord-299465-c7ki3061 23 4 indicator indicator NN cord-299465-c7ki3061 23 5 , , , cord-299465-c7ki3061 23 6 COVID-19 covid-19 JJ cord-299465-c7ki3061 23 7 hospitalizations hospitalization NNS cord-299465-c7ki3061 23 8 would would MD cord-299465-c7ki3061 23 9 normally normally RB cord-299465-c7ki3061 23 10 be be VB cord-299465-c7ki3061 23 11 considered consider VBN cord-299465-c7ki3061 23 12 a a DT cord-299465-c7ki3061 23 13 second second RB cord-299465-c7ki3061 23 14 - - HYPH cord-299465-c7ki3061 23 15 best good JJS cord-299465-c7ki3061 23 16 solution solution NN cord-299465-c7ki3061 23 17 to to IN cord-299465-c7ki3061 23 18 measuring measure VBG cord-299465-c7ki3061 23 19 a a DT cord-299465-c7ki3061 23 20 trend trend NN cord-299465-c7ki3061 23 21 in in IN cord-299465-c7ki3061 23 22 the the DT cord-299465-c7ki3061 23 23 infection infection NN cord-299465-c7ki3061 23 24 rate rate NN cord-299465-c7ki3061 23 25 . . . cord-299465-c7ki3061 24 1 However however RB cord-299465-c7ki3061 24 2 , , , cord-299465-c7ki3061 24 3 given give VBN cord-299465-c7ki3061 24 4 the the DT cord-299465-c7ki3061 24 5 sample sample NN cord-299465-c7ki3061 24 6 bias bias NN cord-299465-c7ki3061 24 7 reflected reflect VBN cord-299465-c7ki3061 24 8 in in IN cord-299465-c7ki3061 24 9 prioritized prioritize VBN cord-299465-c7ki3061 24 10 testing testing NN cord-299465-c7ki3061 24 11 and and CC cord-299465-c7ki3061 24 12 asymptomatic asymptomatic JJ cord-299465-c7ki3061 24 13 transmission transmission NN cord-299465-c7ki3061 24 14 , , , cord-299465-c7ki3061 24 15 we -PRON- PRP cord-299465-c7ki3061 24 16 propose propose VBP cord-299465-c7ki3061 24 17 that that IN cord-299465-c7ki3061 24 18 COVID-19 covid-19 CD cord-299465-c7ki3061 24 19 hospitalizations hospitalization NNS cord-299465-c7ki3061 24 20 combined combine VBN cord-299465-c7ki3061 24 21 with with IN cord-299465-c7ki3061 24 22 a a DT cord-299465-c7ki3061 24 23 capacity capacity NN cord-299465-c7ki3061 24 24 measure measure NN cord-299465-c7ki3061 24 25 offer offer VBP cord-299465-c7ki3061 24 26 the the DT cord-299465-c7ki3061 24 27 best good JJS cord-299465-c7ki3061 24 28 approach approach NN cord-299465-c7ki3061 24 29 to to IN cord-299465-c7ki3061 24 30 measuring measure VBG cord-299465-c7ki3061 24 31 trends trend NNS cord-299465-c7ki3061 24 32 in in IN cord-299465-c7ki3061 24 33 COVID-19 COVID-19 NNP cord-299465-c7ki3061 24 34 infections infection NNS cord-299465-c7ki3061 24 35 . . . cord-299465-c7ki3061 25 1 COVID-19 covid-19 JJ cord-299465-c7ki3061 25 2 deaths death NNS cord-299465-c7ki3061 25 3 . . . cord-299465-c7ki3061 26 1 CC CC NNP cord-299465-c7ki3061 26 2 - - HYPH cord-299465-c7ki3061 26 3 BY BY NNP cord-299465-c7ki3061 26 4 - - HYPH cord-299465-c7ki3061 26 5 NC NC NNP cord-299465-c7ki3061 26 6 - - HYPH cord-299465-c7ki3061 26 7 ND ND NNP cord-299465-c7ki3061 26 8 4.0 4.0 CD cord-299465-c7ki3061 26 9 International international JJ cord-299465-c7ki3061 26 10 license license NN cord-299465-c7ki3061 26 11 It -PRON- PRP cord-299465-c7ki3061 26 12 is be VBZ cord-299465-c7ki3061 26 13 made make VBN cord-299465-c7ki3061 26 14 available available JJ cord-299465-c7ki3061 26 15 under under IN cord-299465-c7ki3061 26 16 a a DT cord-299465-c7ki3061 27 1 is be VBZ cord-299465-c7ki3061 27 2 the the DT cord-299465-c7ki3061 27 3 author author NN cord-299465-c7ki3061 27 4 / / SYM cord-299465-c7ki3061 27 5 funder funder NN cord-299465-c7ki3061 27 6 , , , cord-299465-c7ki3061 27 7 who who WP cord-299465-c7ki3061 27 8 has have VBZ cord-299465-c7ki3061 27 9 granted grant VBN cord-299465-c7ki3061 27 10 medRxiv medRxiv NNS cord-299465-c7ki3061 27 11 a a DT cord-299465-c7ki3061 27 12 license license NN cord-299465-c7ki3061 27 13 to to TO cord-299465-c7ki3061 27 14 display display VB cord-299465-c7ki3061 27 15 the the DT cord-299465-c7ki3061 27 16 preprint preprint NN cord-299465-c7ki3061 27 17 in in IN cord-299465-c7ki3061 27 18 perpetuity perpetuity NN cord-299465-c7ki3061 27 19 . . . cord-299465-c7ki3061 28 1 The the DT cord-299465-c7ki3061 28 2 copyright copyright NN cord-299465-c7ki3061 28 3 holder holder NN cord-299465-c7ki3061 28 4 for for IN cord-299465-c7ki3061 28 5 this this DT cord-299465-c7ki3061 28 6 preprint preprint NN cord-299465-c7ki3061 28 7 this this DT cord-299465-c7ki3061 28 8 version version NN cord-299465-c7ki3061 28 9 posted post VBN cord-299465-c7ki3061 28 10 May May NNP cord-299465-c7ki3061 28 11 18 18 CD cord-299465-c7ki3061 28 12 , , , cord-299465-c7ki3061 28 13 2020 2020 CD cord-299465-c7ki3061 28 14 . . . cord-299465-c7ki3061 28 15 . . . cord-299465-c7ki3061 29 1 present present VB cord-299465-c7ki3061 29 2 an an DT cord-299465-c7ki3061 29 3 even even RB cord-299465-c7ki3061 29 4 longer long JJR cord-299465-c7ki3061 29 5 lag lag VB cord-299465-c7ki3061 29 6 time time NN cord-299465-c7ki3061 29 7 than than IN cord-299465-c7ki3061 29 8 hospitalizations hospitalization NNS cord-299465-c7ki3061 29 9 , , , cord-299465-c7ki3061 29 10 and and CC cord-299465-c7ki3061 29 11 so so RB cord-299465-c7ki3061 29 12 they -PRON- PRP cord-299465-c7ki3061 29 13 are be VBP cord-299465-c7ki3061 29 14 not not RB cord-299465-c7ki3061 29 15 viewed view VBN cord-299465-c7ki3061 29 16 as as IN cord-299465-c7ki3061 29 17 suitable suitable JJ cord-299465-c7ki3061 29 18 of of IN cord-299465-c7ki3061 29 19 a a DT cord-299465-c7ki3061 29 20 measure measure NN cord-299465-c7ki3061 29 21 . . . cord-299465-c7ki3061 30 1 We -PRON- PRP cord-299465-c7ki3061 30 2 chose choose VBD cord-299465-c7ki3061 30 3 the the DT cord-299465-c7ki3061 30 4 state state NN cord-299465-c7ki3061 30 5 of of IN cord-299465-c7ki3061 30 6 Ohio Ohio NNP cord-299465-c7ki3061 30 7 to to TO cord-299465-c7ki3061 30 8 illustrate illustrate VB cord-299465-c7ki3061 30 9 our -PRON- PRP$ cord-299465-c7ki3061 30 10 approach approach NN cord-299465-c7ki3061 30 11 . . . cord-299465-c7ki3061 31 1 The the DT cord-299465-c7ki3061 31 2 state state NN cord-299465-c7ki3061 31 3 of of IN cord-299465-c7ki3061 31 4 Ohio Ohio NNP cord-299465-c7ki3061 31 5 is be VBZ cord-299465-c7ki3061 31 6 one one CD cord-299465-c7ki3061 31 7 of of IN cord-299465-c7ki3061 31 8 several several JJ cord-299465-c7ki3061 31 9 states state NNS cord-299465-c7ki3061 31 10 that that WDT cord-299465-c7ki3061 31 11 releases release VBZ cord-299465-c7ki3061 31 12 daily daily JJ cord-299465-c7ki3061 31 13 hospitalization hospitalization NN cord-299465-c7ki3061 31 14 data datum NNS cord-299465-c7ki3061 31 15 ( ( -LRB- cord-299465-c7ki3061 31 16 ODH ODH NNP cord-299465-c7ki3061 31 17 , , , cord-299465-c7ki3061 31 18 2020b 2020b CD cord-299465-c7ki3061 31 19 ) ) -RRB- cord-299465-c7ki3061 31 20 . . . cord-299465-c7ki3061 32 1 However however RB cord-299465-c7ki3061 32 2 they -PRON- PRP cord-299465-c7ki3061 32 3 do do VBP cord-299465-c7ki3061 32 4 not not RB cord-299465-c7ki3061 32 5 A a DT cord-299465-c7ki3061 32 6 7-day 7-day JJ cord-299465-c7ki3061 32 7 moving move VBG cord-299465-c7ki3061 32 8 average average NN cord-299465-c7ki3061 32 9 was be VBD cord-299465-c7ki3061 32 10 calculated calculate VBN cord-299465-c7ki3061 32 11 by by IN cord-299465-c7ki3061 32 12 adding add VBG cord-299465-c7ki3061 32 13 the the DT cord-299465-c7ki3061 32 14 number number NN cord-299465-c7ki3061 32 15 of of IN cord-299465-c7ki3061 32 16 hospitalized hospitalize VBN cord-299465-c7ki3061 32 17 COVID-19 covid-19 CD cord-299465-c7ki3061 32 18 patients patient NNS cord-299465-c7ki3061 32 19 over over IN cord-299465-c7ki3061 32 20 each each DT cord-299465-c7ki3061 32 21 seven seven CD cord-299465-c7ki3061 32 22 - - HYPH cord-299465-c7ki3061 32 23 day day NN cord-299465-c7ki3061 32 24 window window NN cord-299465-c7ki3061 32 25 and and CC cord-299465-c7ki3061 32 26 dividing divide VBG cord-299465-c7ki3061 32 27 by by IN cord-299465-c7ki3061 32 28 the the DT cord-299465-c7ki3061 32 29 time time NN cord-299465-c7ki3061 32 30 period period NN cord-299465-c7ki3061 32 31 . . . cord-299465-c7ki3061 33 1 The the DT cord-299465-c7ki3061 33 2 threshold threshold NN cord-299465-c7ki3061 33 3 for for IN cord-299465-c7ki3061 33 4 assessing assess VBG cord-299465-c7ki3061 33 5 the the DT cord-299465-c7ki3061 33 6 passing passing NN cord-299465-c7ki3061 33 7 of of IN cord-299465-c7ki3061 33 8 a a DT cord-299465-c7ki3061 33 9 novel novel JJ cord-299465-c7ki3061 33 10 coronavirus coronavirus NN cord-299465-c7ki3061 33 11 wave wave NN cord-299465-c7ki3061 33 12 was be VBD cord-299465-c7ki3061 33 13 set set VBN cord-299465-c7ki3061 33 14 at at IN cord-299465-c7ki3061 33 15 a a DT cord-299465-c7ki3061 33 16 declining decline VBG cord-299465-c7ki3061 33 17 7day 7day NNP cord-299465-c7ki3061 33 18 moving move VBG cord-299465-c7ki3061 33 19 average average NN cord-299465-c7ki3061 33 20 over over IN cord-299465-c7ki3061 33 21 a a DT cord-299465-c7ki3061 33 22 14-day 14-day CD cord-299465-c7ki3061 33 23 period period NN cord-299465-c7ki3061 33 24 . . . cord-299465-c7ki3061 34 1 The the DT cord-299465-c7ki3061 34 2 moving move VBG cord-299465-c7ki3061 34 3 average average JJ cord-299465-c7ki3061 34 4 period period NN cord-299465-c7ki3061 34 5 of of IN cord-299465-c7ki3061 34 6 7-days 7-days CD cord-299465-c7ki3061 34 7 was be VBD cord-299465-c7ki3061 34 8 chosen choose VBN cord-299465-c7ki3061 34 9 to to TO cord-299465-c7ki3061 34 10 mitigate mitigate VB cord-299465-c7ki3061 34 11 daily daily RB cord-299465-c7ki3061 34 12 and and CC cord-299465-c7ki3061 34 13 weekend weekend NN cord-299465-c7ki3061 34 14 reporting report VBG cord-299465-c7ki3061 34 15 effects effect NNS cord-299465-c7ki3061 34 16 and and CC cord-299465-c7ki3061 34 17 to to TO cord-299465-c7ki3061 34 18 be be VB cord-299465-c7ki3061 34 19 consistent consistent JJ cord-299465-c7ki3061 34 20 with with IN cord-299465-c7ki3061 34 21 prior prior JJ cord-299465-c7ki3061 34 22 epidemiologic epidemiologic JJ cord-299465-c7ki3061 34 23 models model NNS cord-299465-c7ki3061 34 24 Buckingham Buckingham NNP cord-299465-c7ki3061 34 25 - - HYPH cord-299465-c7ki3061 34 26 Jeffery Jeffery NNP cord-299465-c7ki3061 34 27 2017 2017 CD cord-299465-c7ki3061 34 28 ; ; : cord-299465-c7ki3061 34 29 Rothman Rothman NNP cord-299465-c7ki3061 34 30 , , , cord-299465-c7ki3061 34 31 2008 2008 CD cord-299465-c7ki3061 34 32 ) ) -RRB- cord-299465-c7ki3061 34 33 . . . cord-299465-c7ki3061 35 1 The the DT cord-299465-c7ki3061 35 2 length length NN cord-299465-c7ki3061 35 3 of of IN cord-299465-c7ki3061 35 4 time time NN cord-299465-c7ki3061 35 5 was be VBD cord-299465-c7ki3061 35 6 chosen choose VBN cord-299465-c7ki3061 35 7 based base VBN cord-299465-c7ki3061 35 8 on on IN cord-299465-c7ki3061 35 9 the the DT cord-299465-c7ki3061 35 10 current current JJ cord-299465-c7ki3061 35 11 knowledge knowledge NN cord-299465-c7ki3061 35 12 of of IN cord-299465-c7ki3061 35 13 the the DT cord-299465-c7ki3061 35 14 high high JJ cord-299465-c7ki3061 35 15 end end NN cord-299465-c7ki3061 35 16 of of IN cord-299465-c7ki3061 35 17 the the DT cord-299465-c7ki3061 35 18 novel novel JJ cord-299465-c7ki3061 35 19 coronavirus coronavirus NN cord-299465-c7ki3061 35 20 incubation incubation NN cord-299465-c7ki3061 35 21 period period NN cord-299465-c7ki3061 35 22 ( ( -LRB- cord-299465-c7ki3061 35 23 Lauer Lauer NNP cord-299465-c7ki3061 35 24 , , , cord-299465-c7ki3061 35 25 2020 2020 CD cord-299465-c7ki3061 35 26 ) ) -RRB- cord-299465-c7ki3061 35 27 . . . cord-299465-c7ki3061 36 1 A a DT cord-299465-c7ki3061 36 2 further further JJ cord-299465-c7ki3061 36 3 check check NN cord-299465-c7ki3061 36 4 included include VBN cord-299465-c7ki3061 36 5 in in IN cord-299465-c7ki3061 36 6 the the DT cord-299465-c7ki3061 36 7 framework framework NN cord-299465-c7ki3061 36 8 is be VBZ cord-299465-c7ki3061 36 9 stipulation stipulation NN cord-299465-c7ki3061 36 10 that that IN cord-299465-c7ki3061 36 11 the the DT cord-299465-c7ki3061 36 12 7-day 7-day JJ cord-299465-c7ki3061 36 13 moving move VBG cord-299465-c7ki3061 36 14 average average NN cord-299465-c7ki3061 36 15 plus plus CC cord-299465-c7ki3061 36 16 the the DT cord-299465-c7ki3061 36 17 historical historical JJ cord-299465-c7ki3061 36 18 occupancy occupancy NN cord-299465-c7ki3061 36 19 level level NN cord-299465-c7ki3061 36 20 did do VBD cord-299465-c7ki3061 36 21 not not RB cord-299465-c7ki3061 36 22 exceed exceed VB cord-299465-c7ki3061 36 23 the the DT cord-299465-c7ki3061 36 24 number number NN cord-299465-c7ki3061 36 25 . . . cord-299465-c7ki3061 37 1 CC CC NNP cord-299465-c7ki3061 37 2 - - HYPH cord-299465-c7ki3061 37 3 BY BY NNP cord-299465-c7ki3061 37 4 - - HYPH cord-299465-c7ki3061 37 5 NC NC NNP cord-299465-c7ki3061 37 6 - - HYPH cord-299465-c7ki3061 37 7 ND ND NNP cord-299465-c7ki3061 37 8 4.0 4.0 CD cord-299465-c7ki3061 37 9 International international JJ cord-299465-c7ki3061 37 10 license license NN cord-299465-c7ki3061 38 1 It -PRON- PRP cord-299465-c7ki3061 38 2 is be VBZ cord-299465-c7ki3061 38 3 made make VBN cord-299465-c7ki3061 38 4 available available JJ cord-299465-c7ki3061 38 5 under under IN cord-299465-c7ki3061 38 6 a a DT cord-299465-c7ki3061 39 1 is be VBZ cord-299465-c7ki3061 39 2 the the DT cord-299465-c7ki3061 39 3 author author NN cord-299465-c7ki3061 39 4 / / SYM cord-299465-c7ki3061 39 5 funder funder NN cord-299465-c7ki3061 39 6 , , , cord-299465-c7ki3061 39 7 who who WP cord-299465-c7ki3061 39 8 has have VBZ cord-299465-c7ki3061 39 9 granted grant VBN cord-299465-c7ki3061 39 10 medRxiv medRxiv NNS cord-299465-c7ki3061 39 11 a a DT cord-299465-c7ki3061 39 12 license license NN cord-299465-c7ki3061 39 13 to to TO cord-299465-c7ki3061 39 14 display display VB cord-299465-c7ki3061 39 15 the the DT cord-299465-c7ki3061 39 16 preprint preprint NN cord-299465-c7ki3061 39 17 in in IN cord-299465-c7ki3061 39 18 perpetuity perpetuity NN cord-299465-c7ki3061 39 19 . . . cord-299465-c7ki3061 40 1 The the DT cord-299465-c7ki3061 40 2 copyright copyright NN cord-299465-c7ki3061 40 3 holder holder NN cord-299465-c7ki3061 40 4 for for IN cord-299465-c7ki3061 40 5 this this DT cord-299465-c7ki3061 40 6 preprint preprint NN cord-299465-c7ki3061 40 7 this this DT cord-299465-c7ki3061 40 8 version version NN cord-299465-c7ki3061 40 9 posted post VBN cord-299465-c7ki3061 40 10 May May NNP cord-299465-c7ki3061 40 11 18 18 CD cord-299465-c7ki3061 40 12 , , , cord-299465-c7ki3061 40 13 2020 2020 CD cord-299465-c7ki3061 40 14 . . . cord-299465-c7ki3061 40 15 . . . cord-299465-c7ki3061 41 1 https://doi.org/10 https://doi.org/10 NNP cord-299465-c7ki3061 41 2 . . . cord-299465-c7ki3061 42 1 1101 1101 CD cord-299465-c7ki3061 42 2 of of IN cord-299465-c7ki3061 42 3 staffed staffed JJ cord-299465-c7ki3061 42 4 beds bed NNS cord-299465-c7ki3061 42 5 during during IN cord-299465-c7ki3061 42 6 this this DT cord-299465-c7ki3061 42 7 window window NN cord-299465-c7ki3061 42 8 . . . cord-299465-c7ki3061 43 1 The the DT cord-299465-c7ki3061 43 2 research research NN cord-299465-c7ki3061 43 3 was be VBD cord-299465-c7ki3061 43 4 conducted conduct VBN cord-299465-c7ki3061 43 5 with with IN cord-299465-c7ki3061 43 6 de de NNP cord-299465-c7ki3061 43 7 - - VBN cord-299465-c7ki3061 43 8 identified identify VBN cord-299465-c7ki3061 43 9 publicly publicly RB cord-299465-c7ki3061 43 10 available available JJ cord-299465-c7ki3061 43 11 data datum NNS cord-299465-c7ki3061 43 12 and and CC cord-299465-c7ki3061 43 13 is be VBZ cord-299465-c7ki3061 43 14 exempt exempt JJ cord-299465-c7ki3061 43 15 from from IN cord-299465-c7ki3061 43 16 institutional institutional JJ cord-299465-c7ki3061 43 17 review review NNP cord-299465-c7ki3061 43 18 board board NNP cord-299465-c7ki3061 43 19 review review NN cord-299465-c7ki3061 43 20 . . . cord-299465-c7ki3061 44 1 All all DT cord-299465-c7ki3061 44 2 analysis analysis NN cord-299465-c7ki3061 44 3 was be VBD cord-299465-c7ki3061 44 4 conducted conduct VBN cord-299465-c7ki3061 44 5 in in IN cord-299465-c7ki3061 44 6 Microsoft Microsoft NNP cord-299465-c7ki3061 44 7 Excel Excel NNP cord-299465-c7ki3061 44 8 ( ( -LRB- cord-299465-c7ki3061 44 9 Microsoft Microsoft NNP cord-299465-c7ki3061 44 10 , , , cord-299465-c7ki3061 45 1 Inc. Inc. NNP cord-299465-c7ki3061 45 2 Redmond Redmond NNP cord-299465-c7ki3061 45 3 , , , cord-299465-c7ki3061 45 4 WA WA NNP cord-299465-c7ki3061 45 5 ) ) -RRB- cord-299465-c7ki3061 45 6 . . . cord-299465-c7ki3061 46 1 The the DT cord-299465-c7ki3061 46 2 application application NN cord-299465-c7ki3061 46 3 of of IN cord-299465-c7ki3061 46 4 this this DT cord-299465-c7ki3061 46 5 approach approach NN cord-299465-c7ki3061 46 6 to to IN cord-299465-c7ki3061 46 7 the the DT cord-299465-c7ki3061 46 8 state state NN cord-299465-c7ki3061 46 9 of of IN cord-299465-c7ki3061 46 10 Ohio Ohio NNP cord-299465-c7ki3061 46 11 found find VBD cord-299465-c7ki3061 46 12 the the DT cord-299465-c7ki3061 46 13 first first JJ cord-299465-c7ki3061 46 14 wave wave NN cord-299465-c7ki3061 46 15 of of IN cord-299465-c7ki3061 46 16 the the DT cord-299465-c7ki3061 46 17 novel novel JJ cord-299465-c7ki3061 46 18 coronavirus coronavirus NN cord-299465-c7ki3061 46 19 passed pass VBD cord-299465-c7ki3061 46 20 on on IN cord-299465-c7ki3061 46 21 April April NNP cord-299465-c7ki3061 46 22 21 21 CD cord-299465-c7ki3061 46 23 , , , cord-299465-c7ki3061 46 24 2020 2020 CD cord-299465-c7ki3061 46 25 . . . cord-299465-c7ki3061 47 1 ( ( -LRB- cord-299465-c7ki3061 47 2 Figure figure NN cord-299465-c7ki3061 47 3 1 1 CD cord-299465-c7ki3061 47 4 ) ) -RRB- cord-299465-c7ki3061 47 5 During during IN cord-299465-c7ki3061 47 6 the the DT cord-299465-c7ki3061 47 7 period period NN cord-299465-c7ki3061 47 8 of of IN cord-299465-c7ki3061 47 9 January January NNP cord-299465-c7ki3061 47 10 7 7 CD cord-299465-c7ki3061 47 11 to to IN cord-299465-c7ki3061 47 12 May May NNP cord-299465-c7ki3061 47 13 11 11 CD cord-299465-c7ki3061 47 14 , , , cord-299465-c7ki3061 47 15 2020 2020 CD cord-299465-c7ki3061 47 16 , , , cord-299465-c7ki3061 47 17 there there EX cord-299465-c7ki3061 47 18 were be VBD cord-299465-c7ki3061 47 19 4,413 4,413 CD cord-299465-c7ki3061 47 20 COVID-19 covid-19 JJ cord-299465-c7ki3061 47 21 hospitalizations hospitalization NNS cord-299465-c7ki3061 47 22 . . . cord-299465-c7ki3061 48 1 ( ( -LRB- cord-299465-c7ki3061 48 2 Figure figure NN cord-299465-c7ki3061 48 3 2 2 CD cord-299465-c7ki3061 48 4 ) ) -RRB- cord-299465-c7ki3061 49 1 Based base VBN cord-299465-c7ki3061 49 2 on on IN cord-299465-c7ki3061 49 3 the the DT cord-299465-c7ki3061 49 4 median median JJ cord-299465-c7ki3061 49 5 LOS LOS NNP cord-299465-c7ki3061 49 6 of of IN cord-299465-c7ki3061 49 7 4.9 4.9 CD cord-299465-c7ki3061 49 8 days day NNS cord-299465-c7ki3061 49 9 , , , cord-299465-c7ki3061 49 10 these these DT cord-299465-c7ki3061 49 11 hospitalizations hospitalization NNS cord-299465-c7ki3061 49 12 accounted account VBD cord-299465-c7ki3061 49 13 for for IN cord-299465-c7ki3061 49 14 21,624 21,624 CD cord-299465-c7ki3061 49 15 hospital hospital NN cord-299465-c7ki3061 49 16 bed bed NN cord-299465-c7ki3061 49 17 days day NNS cord-299465-c7ki3061 49 18 ( ( -LRB- cord-299465-c7ki3061 49 19 Table table NN cord-299465-c7ki3061 49 20 1 1 CD cord-299465-c7ki3061 49 21 ) ) -RRB- cord-299465-c7ki3061 49 22 . . . cord-299465-c7ki3061 50 1 The the DT cord-299465-c7ki3061 50 2 peak peak NN cord-299465-c7ki3061 50 3 bed bed NN cord-299465-c7ki3061 50 4 utilization utilization NN cord-299465-c7ki3061 50 5 based base VBN cord-299465-c7ki3061 50 6 on on IN cord-299465-c7ki3061 50 7 the the DT cord-299465-c7ki3061 50 8 7-day 7-day JJ cord-299465-c7ki3061 50 9 moving move VBG cord-299465-c7ki3061 50 10 average average NN cord-299465-c7ki3061 50 11 occurred occur VBD cord-299465-c7ki3061 50 12 on on IN cord-299465-c7ki3061 50 13 April April NNP cord-299465-c7ki3061 50 14 7 7 CD cord-299465-c7ki3061 50 15 with with IN cord-299465-c7ki3061 50 16 4,340 4,340 CD cord-299465-c7ki3061 50 17 COVID-19 covid-19 NN cord-299465-c7ki3061 50 18 . . . cord-299465-c7ki3061 51 1 At at IN cord-299465-c7ki3061 51 2 the the DT cord-299465-c7ki3061 51 3 peak peak NN cord-299465-c7ki3061 51 4 , , , cord-299465-c7ki3061 51 5 COVID-19 covid-19 JJ cord-299465-c7ki3061 51 6 patients patient NNS cord-299465-c7ki3061 51 7 occupied occupy VBD cord-299465-c7ki3061 51 8 13.5 13.5 CD cord-299465-c7ki3061 51 9 % % NN cord-299465-c7ki3061 51 10 of of IN cord-299465-c7ki3061 51 11 the the DT cord-299465-c7ki3061 51 12 total total JJ cord-299465-c7ki3061 51 13 staffed staff VBN cord-299465-c7ki3061 51 14 beds bed NNS cord-299465-c7ki3061 51 15 in in IN cord-299465-c7ki3061 51 16 Ohio Ohio NNP cord-299465-c7ki3061 51 17 . . . cord-299465-c7ki3061 52 1 Combined combine VBN cord-299465-c7ki3061 52 2 with with IN cord-299465-c7ki3061 52 3 the the DT cord-299465-c7ki3061 52 4 occupancy occupancy NN cord-299465-c7ki3061 52 5 rate rate NN cord-299465-c7ki3061 52 6 , , , cord-299465-c7ki3061 52 7 approximately approximately RB cord-299465-c7ki3061 52 8 73 73 CD cord-299465-c7ki3061 52 9 % % NN cord-299465-c7ki3061 52 10 ( ( -LRB- cord-299465-c7ki3061 52 11 23,979 23,979 CD cord-299465-c7ki3061 52 12 ) ) -RRB- cord-299465-c7ki3061 52 13 of of IN cord-299465-c7ki3061 52 14 staffed staffed JJ cord-299465-c7ki3061 52 15 beds bed NNS cord-299465-c7ki3061 52 16 would would MD cord-299465-c7ki3061 52 17 have have VB cord-299465-c7ki3061 52 18 been be VBN cord-299465-c7ki3061 52 19 in in IN cord-299465-c7ki3061 52 20 use use NN cord-299465-c7ki3061 52 21 on on IN cord-299465-c7ki3061 52 22 the the DT cord-299465-c7ki3061 52 23 peak peak NNP cord-299465-c7ki3061 52 24 day day NN cord-299465-c7ki3061 52 25 , , , cord-299465-c7ki3061 52 26 remaining remain VBG cord-299465-c7ki3061 52 27 under under IN cord-299465-c7ki3061 52 28 capacity capacity NN cord-299465-c7ki3061 52 29 . . . cord-299465-c7ki3061 53 1 The the DT cord-299465-c7ki3061 53 2 results result NNS cord-299465-c7ki3061 53 3 were be VBD cord-299465-c7ki3061 53 4 based base VBN cord-299465-c7ki3061 53 5 on on IN cord-299465-c7ki3061 53 6 an an DT cord-299465-c7ki3061 53 7 imputed imputed JJ cord-299465-c7ki3061 53 8 LOS LOS NNP cord-299465-c7ki3061 53 9 and and CC cord-299465-c7ki3061 53 10 occupancy occupancy NN cord-299465-c7ki3061 53 11 level level NN cord-299465-c7ki3061 53 12 for for IN cord-299465-c7ki3061 53 13 Ohio Ohio NNP cord-299465-c7ki3061 53 14 and and CC cord-299465-c7ki3061 53 15 were be VBD cord-299465-c7ki3061 53 16 intended intend VBN cord-299465-c7ki3061 53 17 to to TO cord-299465-c7ki3061 53 18 illustrate illustrate VB cord-299465-c7ki3061 53 19 this this DT cord-299465-c7ki3061 53 20 approach approach NN cord-299465-c7ki3061 53 21 rather rather RB cord-299465-c7ki3061 53 22 than than IN cord-299465-c7ki3061 53 23 informing inform VBG cord-299465-c7ki3061 53 24 decision decision NN cord-299465-c7ki3061 53 25 making making NN cord-299465-c7ki3061 53 26 . . . cord-299465-c7ki3061 54 1 A a DT cord-299465-c7ki3061 54 2 critical critical JJ cord-299465-c7ki3061 54 3 component component NN cord-299465-c7ki3061 54 4 of of IN cord-299465-c7ki3061 54 5 monitoring monitor VBG cord-299465-c7ki3061 54 6 the the DT cord-299465-c7ki3061 54 7 novel novel JJ cord-299465-c7ki3061 54 8 coronavirus coronavirus NN cord-299465-c7ki3061 54 9 pandemic pandemic NN cord-299465-c7ki3061 54 10 is be VBZ cord-299465-c7ki3061 54 11 availability availability NN cord-299465-c7ki3061 54 12 of of IN cord-299465-c7ki3061 54 13 reliable reliable JJ cord-299465-c7ki3061 54 14 and and CC cord-299465-c7ki3061 54 15 valid valid JJ cord-299465-c7ki3061 54 16 data datum NNS cord-299465-c7ki3061 54 17 . . . cord-299465-c7ki3061 55 1 Preferably preferably RB cord-299465-c7ki3061 55 2 , , , cord-299465-c7ki3061 55 3 we -PRON- PRP cord-299465-c7ki3061 55 4 would would MD cord-299465-c7ki3061 55 5 have have VB cord-299465-c7ki3061 55 6 widespread widespread JJ cord-299465-c7ki3061 55 7 testing testing NN cord-299465-c7ki3061 55 8 data datum NNS cord-299465-c7ki3061 55 9 to to TO cord-299465-c7ki3061 55 10 inform inform VB cord-299465-c7ki3061 55 11 our -PRON- PRP$ cord-299465-c7ki3061 55 12 epidemiological epidemiological JJ cord-299465-c7ki3061 55 13 models model NNS cord-299465-c7ki3061 55 14 and and CC cord-299465-c7ki3061 55 15 provide provide VB cord-299465-c7ki3061 55 16 a a DT cord-299465-c7ki3061 55 17 leading leading JJ cord-299465-c7ki3061 55 18 indicator indicator NN cord-299465-c7ki3061 55 19 of of IN cord-299465-c7ki3061 55 20 future future JJ cord-299465-c7ki3061 55 21 demands demand NNS cord-299465-c7ki3061 55 22 of of IN cord-299465-c7ki3061 55 23 our -PRON- PRP$ cord-299465-c7ki3061 55 24 healthcare healthcare NN cord-299465-c7ki3061 55 25 system system NN cord-299465-c7ki3061 55 26 . . . cord-299465-c7ki3061 56 1 However however RB cord-299465-c7ki3061 56 2 , , , cord-299465-c7ki3061 56 3 the the DT cord-299465-c7ki3061 56 4 widespread widespread JJ cord-299465-c7ki3061 56 5 asymptomatic asymptomatic JJ cord-299465-c7ki3061 56 6 community community NN cord-299465-c7ki3061 56 7 transmission transmission NN cord-299465-c7ki3061 56 8 and and CC cord-299465-c7ki3061 56 9 lack lack NN cord-299465-c7ki3061 56 10 of of IN cord-299465-c7ki3061 56 11 testing testing NN cord-299465-c7ki3061 56 12 kits kit NNS cord-299465-c7ki3061 56 13 prevents prevent VBZ cord-299465-c7ki3061 56 14 us -PRON- PRP cord-299465-c7ki3061 56 15 from from IN cord-299465-c7ki3061 56 16 having have VBG cord-299465-c7ki3061 56 17 a a DT cord-299465-c7ki3061 56 18 clear clear JJ cord-299465-c7ki3061 56 19 understanding understanding NN cord-299465-c7ki3061 56 20 of of IN cord-299465-c7ki3061 56 21 the the DT cord-299465-c7ki3061 56 22 novel novel JJ cord-299465-c7ki3061 56 23 coronavirus coronavirus NN cord-299465-c7ki3061 56 24 spread spread VB cord-299465-c7ki3061 56 25 . . . cord-299465-c7ki3061 57 1 In in IN cord-299465-c7ki3061 57 2 the the DT cord-299465-c7ki3061 57 3 absence absence NN cord-299465-c7ki3061 57 4 of of IN cord-299465-c7ki3061 57 5 wide wide JJ cord-299465-c7ki3061 57 6 spread spread NN cord-299465-c7ki3061 57 7 testing testing NN cord-299465-c7ki3061 57 8 prior prior RB cord-299465-c7ki3061 57 9 to to IN cord-299465-c7ki3061 57 10 or or CC cord-299465-c7ki3061 57 11 at at IN cord-299465-c7ki3061 57 12 the the DT cord-299465-c7ki3061 57 13 initial initial JJ cord-299465-c7ki3061 57 14 onset onset NN cord-299465-c7ki3061 57 15 of of IN cord-299465-c7ki3061 57 16 the the DT cord-299465-c7ki3061 57 17 epidemic epidemic NN cord-299465-c7ki3061 57 18 , , , cord-299465-c7ki3061 57 19 hospitalizations hospitalization NNS cord-299465-c7ki3061 57 20 and and CC cord-299465-c7ki3061 57 21 hospital hospital NN cord-299465-c7ki3061 57 22 utilization utilization NN cord-299465-c7ki3061 57 23 become become VBP cord-299465-c7ki3061 57 24 the the DT cord-299465-c7ki3061 57 25 secondbest secondb JJS cord-299465-c7ki3061 57 26 indicator indicator NN cord-299465-c7ki3061 57 27 to to TO cord-299465-c7ki3061 57 28 monitor monitor VB cord-299465-c7ki3061 57 29 the the DT cord-299465-c7ki3061 57 30 severity severity NN cord-299465-c7ki3061 57 31 and and CC cord-299465-c7ki3061 57 32 progression progression NN cord-299465-c7ki3061 57 33 of of IN cord-299465-c7ki3061 57 34 the the DT cord-299465-c7ki3061 57 35 novel novel JJ cord-299465-c7ki3061 57 36 coronavirus coronavirus NN cord-299465-c7ki3061 57 37 . . . cord-299465-c7ki3061 58 1 Hospital hospital NN cord-299465-c7ki3061 58 2 utilization utilization NN cord-299465-c7ki3061 58 3 must must MD cord-299465-c7ki3061 58 4 be be VB cord-299465-c7ki3061 58 5 monitored monitor VBN cord-299465-c7ki3061 58 6 to to TO cord-299465-c7ki3061 58 7 ensure ensure VB cord-299465-c7ki3061 58 8 that that IN cord-299465-c7ki3061 58 9 the the DT cord-299465-c7ki3061 58 10 hospitalization hospitalization NN cord-299465-c7ki3061 58 11 raw raw JJ cord-299465-c7ki3061 58 12 numbers number NNS cord-299465-c7ki3061 58 13 do do VBP cord-299465-c7ki3061 58 14 not not RB cord-299465-c7ki3061 58 15 become become VB cord-299465-c7ki3061 58 16 truncated truncated JJ cord-299465-c7ki3061 58 17 . . . cord-299465-c7ki3061 59 1 Once once IN cord-299465-c7ki3061 59 2 hospitals hospital NNS cord-299465-c7ki3061 59 3 approach approach VBP cord-299465-c7ki3061 59 4 maximum maximum JJ cord-299465-c7ki3061 59 5 capacity capacity NN cord-299465-c7ki3061 59 6 , , , cord-299465-c7ki3061 59 7 the the DT cord-299465-c7ki3061 59 8 . . . cord-299465-c7ki3061 59 9 CC CC NNP cord-299465-c7ki3061 59 10 - - HYPH cord-299465-c7ki3061 59 11 BY BY NNP cord-299465-c7ki3061 59 12 - - HYPH cord-299465-c7ki3061 59 13 NC NC NNP cord-299465-c7ki3061 59 14 - - HYPH cord-299465-c7ki3061 59 15 ND ND NNP cord-299465-c7ki3061 59 16 4.0 4.0 CD cord-299465-c7ki3061 59 17 International international JJ cord-299465-c7ki3061 59 18 license license NN cord-299465-c7ki3061 59 19 It -PRON- PRP cord-299465-c7ki3061 59 20 is be VBZ cord-299465-c7ki3061 59 21 made make VBN cord-299465-c7ki3061 59 22 available available JJ cord-299465-c7ki3061 59 23 under under IN cord-299465-c7ki3061 59 24 a a DT cord-299465-c7ki3061 60 1 is be VBZ cord-299465-c7ki3061 60 2 the the DT cord-299465-c7ki3061 60 3 author author NN cord-299465-c7ki3061 60 4 / / SYM cord-299465-c7ki3061 60 5 funder funder NN cord-299465-c7ki3061 60 6 , , , cord-299465-c7ki3061 60 7 who who WP cord-299465-c7ki3061 60 8 has have VBZ cord-299465-c7ki3061 60 9 granted grant VBN cord-299465-c7ki3061 60 10 medRxiv medRxiv NNS cord-299465-c7ki3061 60 11 a a DT cord-299465-c7ki3061 60 12 license license NN cord-299465-c7ki3061 60 13 to to TO cord-299465-c7ki3061 60 14 display display VB cord-299465-c7ki3061 60 15 the the DT cord-299465-c7ki3061 60 16 preprint preprint NN cord-299465-c7ki3061 60 17 in in IN cord-299465-c7ki3061 60 18 perpetuity perpetuity NN cord-299465-c7ki3061 60 19 . . . cord-299465-c7ki3061 61 1 The the DT cord-299465-c7ki3061 61 2 copyright copyright NN cord-299465-c7ki3061 61 3 holder holder NN cord-299465-c7ki3061 61 4 for for IN cord-299465-c7ki3061 61 5 this this DT cord-299465-c7ki3061 61 6 preprint preprint NN cord-299465-c7ki3061 61 7 this this DT cord-299465-c7ki3061 61 8 version version NN cord-299465-c7ki3061 61 9 posted post VBN cord-299465-c7ki3061 61 10 May May NNP cord-299465-c7ki3061 61 11 18 18 CD cord-299465-c7ki3061 61 12 , , , cord-299465-c7ki3061 61 13 2020 2020 CD cord-299465-c7ki3061 61 14 . . . cord-299465-c7ki3061 62 1 Hospitalization hospitalization NN cord-299465-c7ki3061 62 2 Tracking Tracking NNP cord-299465-c7ki3061 62 3 Project Project NNP cord-299465-c7ki3061 62 4 , , , cord-299465-c7ki3061 62 5 and and CC cord-299465-c7ki3061 62 6 our -PRON- PRP$ cord-299465-c7ki3061 62 7 work work NN cord-299465-c7ki3061 62 8 expands expand VBZ cord-299465-c7ki3061 62 9 upon upon IN cord-299465-c7ki3061 62 10 the the DT cord-299465-c7ki3061 62 11 efforts effort NNS cord-299465-c7ki3061 62 12 of of IN cord-299465-c7ki3061 62 13 UM UM NNP cord-299465-c7ki3061 62 14 by by IN cord-299465-c7ki3061 62 15 incorporating incorporate VBG cord-299465-c7ki3061 62 16 hospital hospital NN cord-299465-c7ki3061 62 17 capacity capacity NN cord-299465-c7ki3061 62 18 and and CC cord-299465-c7ki3061 62 19 providing provide VBG cord-299465-c7ki3061 62 20 a a DT cord-299465-c7ki3061 62 21 means means NN cord-299465-c7ki3061 62 22 to to TO cord-299465-c7ki3061 62 23 assess assess VB cord-299465-c7ki3061 62 24 the the DT cord-299465-c7ki3061 62 25 ongoing ongoing JJ cord-299465-c7ki3061 62 26 epidemic epidemic NN cord-299465-c7ki3061 62 27 . . . cord-299465-c7ki3061 63 1 Baker Baker NNP cord-299465-c7ki3061 63 2 et et NNP cord-299465-c7ki3061 63 3 al al NNP cord-299465-c7ki3061 63 4 . . . cord-299465-c7ki3061 64 1 2017 2017 CD cord-299465-c7ki3061 64 2 proposed propose VBD cord-299465-c7ki3061 64 3 an an DT cord-299465-c7ki3061 64 4 approach approach NN cord-299465-c7ki3061 64 5 for for IN cord-299465-c7ki3061 64 6 tracking track VBG cord-299465-c7ki3061 64 7 influenza influenza NN cord-299465-c7ki3061 64 8 intensive intensive JJ cord-299465-c7ki3061 64 9 care care NN cord-299465-c7ki3061 64 10 unit unit NN cord-299465-c7ki3061 64 11 bed bed NN cord-299465-c7ki3061 64 12 utilization utilization NN cord-299465-c7ki3061 64 13 to to TO cord-299465-c7ki3061 64 14 monitor monitor VB cord-299465-c7ki3061 64 15 severity severity NN cord-299465-c7ki3061 64 16 of of IN cord-299465-c7ki3061 64 17 the the DT cord-299465-c7ki3061 64 18 influenza influenza NN cord-299465-c7ki3061 64 19 season season NN cord-299465-c7ki3061 64 20 ( ( -LRB- cord-299465-c7ki3061 64 21 Baker Baker NNP cord-299465-c7ki3061 64 22 , , , cord-299465-c7ki3061 64 23 2017 2017 CD cord-299465-c7ki3061 64 24 ) ) -RRB- cord-299465-c7ki3061 64 25 . . . cord-299465-c7ki3061 65 1 However however RB cord-299465-c7ki3061 65 2 , , , cord-299465-c7ki3061 65 3 many many JJ cord-299465-c7ki3061 65 4 states state NNS cord-299465-c7ki3061 65 5 are be VBP cord-299465-c7ki3061 65 6 not not RB cord-299465-c7ki3061 65 7 reporting report VBG cord-299465-c7ki3061 65 8 hospitalizations hospitalization NNS cord-299465-c7ki3061 65 9 reliably reliably RB cord-299465-c7ki3061 65 10 or or CC cord-299465-c7ki3061 65 11 at at RB cord-299465-c7ki3061 65 12 all all RB cord-299465-c7ki3061 65 13 , , , cord-299465-c7ki3061 65 14 let let VB cord-299465-c7ki3061 65 15 alone alone RB cord-299465-c7ki3061 65 16 intensive intensive JJ cord-299465-c7ki3061 65 17 care care NN cord-299465-c7ki3061 65 18 beds bed NNS cord-299465-c7ki3061 65 19 to to TO cord-299465-c7ki3061 65 20 provide provide VB cord-299465-c7ki3061 65 21 usual usual JJ cord-299465-c7ki3061 65 22 information information NN cord-299465-c7ki3061 65 23 that that WDT cord-299465-c7ki3061 65 24 can can MD cord-299465-c7ki3061 65 25 be be VB cord-299465-c7ki3061 65 26 aggregated aggregate VBN cord-299465-c7ki3061 65 27 . . . cord-299465-c7ki3061 66 1 The the DT cord-299465-c7ki3061 66 2 proposed proposed JJ cord-299465-c7ki3061 66 3 " " `` cord-299465-c7ki3061 66 4 7&14 7&14 CD cord-299465-c7ki3061 66 5 " " '' cord-299465-c7ki3061 66 6 framework framework NN cord-299465-c7ki3061 66 7 has have VBZ cord-299465-c7ki3061 66 8 two two CD cord-299465-c7ki3061 66 9 key key JJ cord-299465-c7ki3061 66 10 advantages advantage NNS cord-299465-c7ki3061 66 11 . . . cord-299465-c7ki3061 67 1 First first RB cord-299465-c7ki3061 67 2 , , , cord-299465-c7ki3061 67 3 it -PRON- PRP cord-299465-c7ki3061 67 4 can can MD cord-299465-c7ki3061 67 5 be be VB cord-299465-c7ki3061 67 6 implemented implement VBN cord-299465-c7ki3061 67 7 at at IN cord-299465-c7ki3061 67 8 the the DT cord-299465-c7ki3061 67 9 individual individual JJ cord-299465-c7ki3061 67 10 hospital hospital NN cord-299465-c7ki3061 67 11 level level NN cord-299465-c7ki3061 67 12 and and CC cord-299465-c7ki3061 67 13 aggregated aggregate VBN cord-299465-c7ki3061 67 14 by by IN cord-299465-c7ki3061 67 15 geographic geographic JJ cord-299465-c7ki3061 67 16 regions region NNS cord-299465-c7ki3061 67 17 . . . cord-299465-c7ki3061 68 1 It -PRON- PRP cord-299465-c7ki3061 68 2 requires require VBZ cord-299465-c7ki3061 68 3 three three CD cord-299465-c7ki3061 68 4 data datum NNS cord-299465-c7ki3061 68 5 inputs input NNS cord-299465-c7ki3061 68 6 , , , cord-299465-c7ki3061 68 7 hospitalizations hospitalization NNS cord-299465-c7ki3061 68 8 , , , cord-299465-c7ki3061 68 9 LOS LOS NNP cord-299465-c7ki3061 68 10 , , , cord-299465-c7ki3061 68 11 and and CC cord-299465-c7ki3061 68 12 occupancy occupancy NN cord-299465-c7ki3061 68 13 . . . cord-299465-c7ki3061 69 1 Second second RB cord-299465-c7ki3061 69 2 , , , cord-299465-c7ki3061 69 3 one one CD cord-299465-c7ki3061 69 4 of of IN cord-299465-c7ki3061 69 5 the the DT cord-299465-c7ki3061 69 6 inherent inherent JJ cord-299465-c7ki3061 69 7 benefits benefit NNS cord-299465-c7ki3061 69 8 of of IN cord-299465-c7ki3061 69 9 using use VBG cord-299465-c7ki3061 69 10 a a DT cord-299465-c7ki3061 69 11 moving move VBG cord-299465-c7ki3061 69 12 average average NN cord-299465-c7ki3061 69 13 is be VBZ cord-299465-c7ki3061 69 14 to to TO cord-299465-c7ki3061 69 15 smooth smooth VB cord-299465-c7ki3061 69 16 . . . cord-299465-c7ki3061 70 1 CC CC NNP cord-299465-c7ki3061 70 2 - - HYPH cord-299465-c7ki3061 70 3 BY BY NNP cord-299465-c7ki3061 70 4 - - HYPH cord-299465-c7ki3061 70 5 NC NC NNP cord-299465-c7ki3061 70 6 - - HYPH cord-299465-c7ki3061 70 7 ND ND NNP cord-299465-c7ki3061 70 8 4.0 4.0 CD cord-299465-c7ki3061 70 9 International international JJ cord-299465-c7ki3061 70 10 license license NN cord-299465-c7ki3061 71 1 It -PRON- PRP cord-299465-c7ki3061 71 2 is be VBZ cord-299465-c7ki3061 71 3 made make VBN cord-299465-c7ki3061 71 4 available available JJ cord-299465-c7ki3061 71 5 under under IN cord-299465-c7ki3061 71 6 a a DT cord-299465-c7ki3061 72 1 is be VBZ cord-299465-c7ki3061 72 2 the the DT cord-299465-c7ki3061 72 3 author author NN cord-299465-c7ki3061 72 4 / / SYM cord-299465-c7ki3061 72 5 funder funder NN cord-299465-c7ki3061 72 6 , , , cord-299465-c7ki3061 72 7 who who WP cord-299465-c7ki3061 72 8 has have VBZ cord-299465-c7ki3061 72 9 granted grant VBN cord-299465-c7ki3061 72 10 medRxiv medRxiv NNS cord-299465-c7ki3061 72 11 a a DT cord-299465-c7ki3061 72 12 license license NN cord-299465-c7ki3061 72 13 to to TO cord-299465-c7ki3061 72 14 display display VB cord-299465-c7ki3061 72 15 the the DT cord-299465-c7ki3061 72 16 preprint preprint NN cord-299465-c7ki3061 72 17 in in IN cord-299465-c7ki3061 72 18 perpetuity perpetuity NN cord-299465-c7ki3061 72 19 . . . cord-299465-c7ki3061 73 1 The the DT cord-299465-c7ki3061 73 2 copyright copyright NN cord-299465-c7ki3061 73 3 holder holder NN cord-299465-c7ki3061 73 4 for for IN cord-299465-c7ki3061 73 5 this this DT cord-299465-c7ki3061 73 6 preprint preprint NN cord-299465-c7ki3061 73 7 this this DT cord-299465-c7ki3061 73 8 version version NN cord-299465-c7ki3061 73 9 posted post VBN cord-299465-c7ki3061 73 10 May May NNP cord-299465-c7ki3061 73 11 18 18 CD cord-299465-c7ki3061 73 12 , , , cord-299465-c7ki3061 73 13 2020 2020 CD cord-299465-c7ki3061 73 14 . . . cord-299465-c7ki3061 73 15 . . . cord-299465-c7ki3061 74 1 https://doi.org/10.1101 https://doi.org/10.1101 NNP cord-299465-c7ki3061 74 2 out out RP cord-299465-c7ki3061 74 3 random random JJ cord-299465-c7ki3061 74 4 short short JJ cord-299465-c7ki3061 74 5 - - HYPH cord-299465-c7ki3061 74 6 term term NN cord-299465-c7ki3061 74 7 fluctuations fluctuation NNS cord-299465-c7ki3061 74 8 in in IN cord-299465-c7ki3061 74 9 daily daily JJ cord-299465-c7ki3061 74 10 hospitalizations hospitalization NNS cord-299465-c7ki3061 74 11 . . . cord-299465-c7ki3061 75 1 These these DT cord-299465-c7ki3061 75 2 two two CD cord-299465-c7ki3061 75 3 attributes attribute NNS cord-299465-c7ki3061 75 4 combined combine VBN cord-299465-c7ki3061 75 5 creates create VBZ cord-299465-c7ki3061 75 6 an an DT cord-299465-c7ki3061 75 7 easy easy JJ cord-299465-c7ki3061 75 8 to to TO cord-299465-c7ki3061 75 9 understand understand VB cord-299465-c7ki3061 75 10 dashboard dashboard NN cord-299465-c7ki3061 75 11 at at IN cord-299465-c7ki3061 75 12 the the DT cord-299465-c7ki3061 75 13 chosen choose VBN cord-299465-c7ki3061 75 14 level level NN cord-299465-c7ki3061 75 15 of of IN cord-299465-c7ki3061 75 16 analysis analysis NN cord-299465-c7ki3061 75 17 to to TO cord-299465-c7ki3061 75 18 assess assess VB cord-299465-c7ki3061 75 19 the the DT cord-299465-c7ki3061 75 20 severity severity NN cord-299465-c7ki3061 75 21 and and CC cord-299465-c7ki3061 75 22 spread spread NN cord-299465-c7ki3061 75 23 of of IN cord-299465-c7ki3061 75 24 the the DT cord-299465-c7ki3061 75 25 novel novel JJ cord-299465-c7ki3061 75 26 coronavirus coronavirus NN cord-299465-c7ki3061 75 27 epidemic epidemic NN cord-299465-c7ki3061 75 28 . . . cord-299465-c7ki3061 76 1 If if IN cord-299465-c7ki3061 76 2 or or CC cord-299465-c7ki3061 76 3 when when WRB cord-299465-c7ki3061 76 4 additional additional JJ cord-299465-c7ki3061 76 5 healthcare healthcare NN cord-299465-c7ki3061 76 6 system system NN cord-299465-c7ki3061 76 7 supply supply NN cord-299465-c7ki3061 76 8 data data NN cord-299465-c7ki3061 76 9 becomes become VBZ cord-299465-c7ki3061 76 10 available available JJ cord-299465-c7ki3061 76 11 ( ( -LRB- cord-299465-c7ki3061 76 12 i.e. i.e. FW cord-299465-c7ki3061 76 13 intensive intensive JJ cord-299465-c7ki3061 76 14 care care NN cord-299465-c7ki3061 76 15 bed bed NN cord-299465-c7ki3061 76 16 utilization utilization NN cord-299465-c7ki3061 76 17 ) ) -RRB- cord-299465-c7ki3061 76 18 , , , cord-299465-c7ki3061 76 19 this this DT cord-299465-c7ki3061 76 20 approach approach NN cord-299465-c7ki3061 76 21 can can MD cord-299465-c7ki3061 76 22 easily easily RB cord-299465-c7ki3061 76 23 be be VB cord-299465-c7ki3061 76 24 expanded expand VBN cord-299465-c7ki3061 76 25 . . . cord-299465-c7ki3061 77 1 The the DT cord-299465-c7ki3061 77 2 number number NN cord-299465-c7ki3061 77 3 COVID-19 COVID-19 , cord-299465-c7ki3061 77 4 occupied occupy VBN cord-299465-c7ki3061 77 5 hospital hospital NN cord-299465-c7ki3061 77 6 beds bed NNS cord-299465-c7ki3061 77 7 is be VBZ cord-299465-c7ki3061 77 8 shown show VBN cord-299465-c7ki3061 77 9 from from IN cord-299465-c7ki3061 77 10 January January NNP cord-299465-c7ki3061 77 11 7 7 CD cord-299465-c7ki3061 77 12 to to IN cord-299465-c7ki3061 77 13 May May NNP cord-299465-c7ki3061 77 14 11 11 CD cord-299465-c7ki3061 77 15 , , , cord-299465-c7ki3061 77 16 2020 2020 CD cord-299465-c7ki3061 77 17 with with IN cord-299465-c7ki3061 77 18 the the DT cord-299465-c7ki3061 77 19 7-day 7-day JJ cord-299465-c7ki3061 77 20 moving move VBG cord-299465-c7ki3061 77 21 average average NN cord-299465-c7ki3061 77 22 . . . cord-299465-c7ki3061 78 1 The the DT cord-299465-c7ki3061 78 2 number number NN cord-299465-c7ki3061 78 3 daily daily RB cord-299465-c7ki3061 79 1 COVID-19 covid-19 JJ cord-299465-c7ki3061 79 2 hospitalizations hospitalization NNS cord-299465-c7ki3061 79 3 are be VBP cord-299465-c7ki3061 79 4 shown show VBN cord-299465-c7ki3061 79 5 from from IN cord-299465-c7ki3061 79 6 January January NNP cord-299465-c7ki3061 79 7 7 7 CD cord-299465-c7ki3061 79 8 to to IN cord-299465-c7ki3061 79 9 May May NNP cord-299465-c7ki3061 79 10 11 11 CD cord-299465-c7ki3061 79 11 , , , cord-299465-c7ki3061 79 12 2020 2020 CD cord-299465-c7ki3061 79 13 with with IN cord-299465-c7ki3061 79 14 the the DT cord-299465-c7ki3061 79 15 7-day 7-day JJ cord-299465-c7ki3061 79 16 moving move VBG cord-299465-c7ki3061 79 17 average average NN cord-299465-c7ki3061 79 18 . . . cord-299465-c7ki3061 79 19 . . . cord-299465-c7ki3061 80 1 CC CC NNP cord-299465-c7ki3061 80 2 - - HYPH cord-299465-c7ki3061 80 3 BY BY NNP cord-299465-c7ki3061 80 4 - - HYPH cord-299465-c7ki3061 80 5 NC NC NNP cord-299465-c7ki3061 80 6 - - HYPH cord-299465-c7ki3061 80 7 ND ND NNP cord-299465-c7ki3061 80 8 4.0 4.0 CD cord-299465-c7ki3061 80 9 International international JJ cord-299465-c7ki3061 80 10 license license NN cord-299465-c7ki3061 81 1 It -PRON- PRP cord-299465-c7ki3061 81 2 is be VBZ cord-299465-c7ki3061 81 3 made make VBN cord-299465-c7ki3061 81 4 available available JJ cord-299465-c7ki3061 81 5 under under IN cord-299465-c7ki3061 81 6 a a DT cord-299465-c7ki3061 82 1 is be VBZ cord-299465-c7ki3061 82 2 the the DT cord-299465-c7ki3061 82 3 author author NN cord-299465-c7ki3061 82 4 / / SYM cord-299465-c7ki3061 82 5 funder funder NN cord-299465-c7ki3061 82 6 , , , cord-299465-c7ki3061 82 7 who who WP cord-299465-c7ki3061 82 8 has have VBZ cord-299465-c7ki3061 82 9 granted grant VBN cord-299465-c7ki3061 82 10 medRxiv medRxiv NNS cord-299465-c7ki3061 82 11 a a DT cord-299465-c7ki3061 82 12 license license NN cord-299465-c7ki3061 82 13 to to TO cord-299465-c7ki3061 82 14 display display VB cord-299465-c7ki3061 82 15 the the DT cord-299465-c7ki3061 82 16 preprint preprint NN cord-299465-c7ki3061 82 17 in in IN cord-299465-c7ki3061 82 18 perpetuity perpetuity NN cord-299465-c7ki3061 82 19 . . . cord-299465-c7ki3061 83 1 ( ( -LRB- cord-299465-c7ki3061 83 2 which which WDT cord-299465-c7ki3061 83 3 was be VBD cord-299465-c7ki3061 83 4 not not RB cord-299465-c7ki3061 83 5 certified certify VBN cord-299465-c7ki3061 83 6 by by IN cord-299465-c7ki3061 83 7 peer peer NN cord-299465-c7ki3061 83 8 review review NN cord-299465-c7ki3061 83 9 ) ) -RRB- cord-299465-c7ki3061 84 1 The the DT cord-299465-c7ki3061 84 2 copyright copyright NN cord-299465-c7ki3061 84 3 holder holder NN cord-299465-c7ki3061 84 4 for for IN cord-299465-c7ki3061 84 5 this this DT cord-299465-c7ki3061 84 6 preprint preprint NN cord-299465-c7ki3061 84 7 this this DT cord-299465-c7ki3061 84 8 version version NN cord-299465-c7ki3061 84 9 posted post VBN cord-299465-c7ki3061 84 10 May May NNP cord-299465-c7ki3061 84 11 18 18 CD cord-299465-c7ki3061 84 12 , , , cord-299465-c7ki3061 84 13 2020 2020 CD cord-299465-c7ki3061 84 14 . . . cord-299465-c7ki3061 84 15 . . . cord-299465-c7ki3061 85 1 https://doi.org/10.1101 https://doi.org/10.1101 NNP cord-299465-c7ki3061 85 2 . . . cord-299465-c7ki3061 86 1 CC CC NNP cord-299465-c7ki3061 86 2 - - HYPH cord-299465-c7ki3061 86 3 BY BY NNP cord-299465-c7ki3061 86 4 - - HYPH cord-299465-c7ki3061 86 5 NC NC NNP cord-299465-c7ki3061 86 6 - - HYPH cord-299465-c7ki3061 86 7 ND ND NNP cord-299465-c7ki3061 86 8 4.0 4.0 CD cord-299465-c7ki3061 86 9 International international JJ cord-299465-c7ki3061 86 10 license license NN cord-299465-c7ki3061 87 1 It -PRON- PRP cord-299465-c7ki3061 87 2 is be VBZ cord-299465-c7ki3061 87 3 made make VBN cord-299465-c7ki3061 87 4 available available JJ cord-299465-c7ki3061 87 5 under under IN cord-299465-c7ki3061 87 6 a a DT cord-299465-c7ki3061 88 1 is be VBZ cord-299465-c7ki3061 88 2 the the DT cord-299465-c7ki3061 88 3 author author NN cord-299465-c7ki3061 88 4 / / SYM cord-299465-c7ki3061 88 5 funder funder NN cord-299465-c7ki3061 88 6 , , , cord-299465-c7ki3061 88 7 who who WP cord-299465-c7ki3061 88 8 has have VBZ cord-299465-c7ki3061 88 9 granted grant VBN cord-299465-c7ki3061 88 10 medRxiv medRxiv NNS cord-299465-c7ki3061 88 11 a a DT cord-299465-c7ki3061 88 12 license license NN cord-299465-c7ki3061 88 13 to to TO cord-299465-c7ki3061 88 14 display display VB cord-299465-c7ki3061 88 15 the the DT cord-299465-c7ki3061 88 16 preprint preprint NN cord-299465-c7ki3061 88 17 in in IN cord-299465-c7ki3061 88 18 perpetuity perpetuity NN cord-299465-c7ki3061 88 19 . . . cord-299465-c7ki3061 89 1 ( ( -LRB- cord-299465-c7ki3061 89 2 which which WDT cord-299465-c7ki3061 89 3 was be VBD cord-299465-c7ki3061 89 4 not not RB cord-299465-c7ki3061 89 5 certified certify VBN cord-299465-c7ki3061 89 6 by by IN cord-299465-c7ki3061 89 7 peer peer NN cord-299465-c7ki3061 89 8 review review NN cord-299465-c7ki3061 89 9 ) ) -RRB- cord-299465-c7ki3061 90 1 The the DT cord-299465-c7ki3061 90 2 copyright copyright NN cord-299465-c7ki3061 90 3 holder holder NN cord-299465-c7ki3061 90 4 for for IN cord-299465-c7ki3061 90 5 this this DT cord-299465-c7ki3061 90 6 preprint preprint NN cord-299465-c7ki3061 90 7 this this DT cord-299465-c7ki3061 90 8 version version NN cord-299465-c7ki3061 90 9 posted post VBN cord-299465-c7ki3061 90 10 May May NNP cord-299465-c7ki3061 90 11 18 18 CD cord-299465-c7ki3061 90 12 , , , cord-299465-c7ki3061 90 13 2020 2020 CD cord-299465-c7ki3061 90 14 . . . cord-299465-c7ki3061 90 15 . . . cord-299465-c7ki3061 91 1 https://doi.org/10.1101 https://doi.org/10.1101 NNP cord-299465-c7ki3061 91 2 _SP cord-299465-c7ki3061 91 3 Real real JJ cord-299465-c7ki3061 91 4 - - HYPH cord-299465-c7ki3061 91 5 time time NN cord-299465-c7ki3061 91 6 surveillance surveillance NN cord-299465-c7ki3061 91 7 of of IN cord-299465-c7ki3061 91 8 inluenza inluenza NNP cord-299465-c7ki3061 91 9 morbidty morbidty NNP cord-299465-c7ki3061 91 10 : : : cord-299465-c7ki3061 92 1 tracking track VBG cord-299465-c7ki3061 92 2 intensive intensive JJ cord-299465-c7ki3061 92 3 care care NN cord-299465-c7ki3061 92 4 unit unit NN cord-299465-c7ki3061 92 5 resource resource NN cord-299465-c7ki3061 92 6 utilization utilization NN cord-299465-c7ki3061 92 7 . . . cord-299465-c7ki3061 93 1 Annals annals NN cord-299465-c7ki3061 93 2 of of IN cord-299465-c7ki3061 93 3 Correcting correct VBG cord-299465-c7ki3061 93 4 for for IN cord-299465-c7ki3061 93 5 day day NN cord-299465-c7ki3061 93 6 of of IN cord-299465-c7ki3061 93 7 the the DT cord-299465-c7ki3061 93 8 week week NN cord-299465-c7ki3061 93 9 and and CC cord-299465-c7ki3061 93 10 public public JJ cord-299465-c7ki3061 93 11 holiday holiday NN cord-299465-c7ki3061 93 12 effects effect NNS cord-299465-c7ki3061 93 13 : : : cord-299465-c7ki3061 93 14 improving improve VBG cord-299465-c7ki3061 93 15 a a DT cord-299465-c7ki3061 93 16 national national JJ cord-299465-c7ki3061 93 17 daily daily JJ cord-299465-c7ki3061 93 18 syndromic syndromic NNP cord-299465-c7ki3061 93 19 surveillance surveillance NN cord-299465-c7ki3061 93 20 service service NN cord-299465-c7ki3061 93 21 for for IN cord-299465-c7ki3061 93 22 detecting detect VBG cord-299465-c7ki3061 93 23 public public JJ cord-299465-c7ki3061 93 24 health health NN cord-299465-c7ki3061 93 25 threats threat NNS cord-299465-c7ki3061 94 1 The the DT cord-299465-c7ki3061 94 2 Centers Centers NNPS cord-299465-c7ki3061 94 3 for for IN cord-299465-c7ki3061 94 4 Disesae Disesae NNP cord-299465-c7ki3061 94 5 Control Control NNP cord-299465-c7ki3061 94 6 and and CC cord-299465-c7ki3061 94 7 Prevention Prevention NNP cord-299465-c7ki3061 94 8 ( ( -LRB- cord-299465-c7ki3061 94 9 CDC CDC NNP cord-299465-c7ki3061 94 10 ) ) -RRB- cord-299465-c7ki3061 94 11 . . . cord-299465-c7ki3061 95 1 National National NNP cord-299465-c7ki3061 95 2 Center Center NNP cord-299465-c7ki3061 95 3 for for IN cord-299465-c7ki3061 95 4 Health Health NNP cord-299465-c7ki3061 95 5 Statistics Statistics NNPS cord-299465-c7ki3061 95 6 . . . cord-299465-c7ki3061 96 1 Occupancy occupancy NN cord-299465-c7ki3061 96 2 Rates rate NNS cord-299465-c7ki3061 96 3 in in IN cord-299465-c7ki3061 96 4 Community Community NNP cord-299465-c7ki3061 96 5 Hospitals hospital NNS cord-299465-c7ki3061 97 1 COVID-19 COVID-19 NNP cord-299465-c7ki3061 97 2 Capacity Capacity NNP cord-299465-c7ki3061 97 3 Predictor Predictor NNP cord-299465-c7ki3061 97 4 Aysmptomatic Aysmptomatic NNP cord-299465-c7ki3061 97 5 Transmission Transmission NNP cord-299465-c7ki3061 97 6 , , , cord-299465-c7ki3061 97 7 the the DT cord-299465-c7ki3061 97 8 achilles achilles NNP cord-299465-c7ki3061 97 9 ' ' POS cord-299465-c7ki3061 97 10 heel heel NN cord-299465-c7ki3061 97 11 of of IN cord-299465-c7ki3061 97 12 current current JJ cord-299465-c7ki3061 97 13 strategies strategy NNS cord-299465-c7ki3061 97 14 to to TO cord-299465-c7ki3061 97 15 control control VB cord-299465-c7ki3061 97 16 COVID-19 COVID-19 NNP cord-299465-c7ki3061 97 17 Detection Detection NNP cord-299465-c7ki3061 97 18 of of IN cord-299465-c7ki3061 97 19 epidemics epidemic NNS cord-299465-c7ki3061 97 20 in in IN cord-299465-c7ki3061 97 21 their -PRON- PRP$ cord-299465-c7ki3061 97 22 early early JJ cord-299465-c7ki3061 97 23 stage stage NN cord-299465-c7ki3061 97 24 through through IN cord-299465-c7ki3061 97 25 infectious infectious JJ cord-299465-c7ki3061 97 26 disease disease NN cord-299465-c7ki3061 97 27 surveillance surveillance NN cord-299465-c7ki3061 97 28 Calling call VBG cord-299465-c7ki3061 97 29 All all DT cord-299465-c7ki3061 97 30 States States NNPS cord-299465-c7ki3061 97 31 to to TO cord-299465-c7ki3061 97 32 Report report VB cord-299465-c7ki3061 97 33 Standardized Standardized NNP cord-299465-c7ki3061 97 34 Information Information NNP cord-299465-c7ki3061 97 35 on on IN cord-299465-c7ki3061 97 36 COVID-19 COVID-19 NNP cord-299465-c7ki3061 97 37 Hospitalizations Hospitalizations NNP cord-299465-c7ki3061 97 38 Severity Severity NNP cord-299465-c7ki3061 97 39 of of IN cord-299465-c7ki3061 97 40 coronavirus coronavirus NN cord-299465-c7ki3061 97 41 respiratory respiratory JJ cord-299465-c7ki3061 97 42 tract tract NN cord-299465-c7ki3061 97 43 infections infection NNS cord-299465-c7ki3061 97 44 in in IN cord-299465-c7ki3061 97 45 adults adult NNS cord-299465-c7ki3061 97 46 admitted admit VBN cord-299465-c7ki3061 97 47 to to IN cord-299465-c7ki3061 97 48 acute acute JJ cord-299465-c7ki3061 97 49 care care NN cord-299465-c7ki3061 97 50 in in IN cord-299465-c7ki3061 97 51 Toronto Toronto NNP cord-299465-c7ki3061 97 52 , , , cord-299465-c7ki3061 97 53 Ontario Ontario NNP cord-299465-c7ki3061 97 54 The the DT cord-299465-c7ki3061 97 55 Incubation Incubation NNP cord-299465-c7ki3061 97 56 Period Period NNP cord-299465-c7ki3061 97 57 of of IN cord-299465-c7ki3061 97 58 Coronavirus Coronavirus NNP cord-299465-c7ki3061 97 59 Disease Disease NNP cord-299465-c7ki3061 97 60 2019 2019 CD cord-299465-c7ki3061 97 61 ( ( -LRB- cord-299465-c7ki3061 97 62 COVID-19 covid-19 VB cord-299465-c7ki3061 97 63 ) ) -RRB- cord-299465-c7ki3061 97 64 From from IN cord-299465-c7ki3061 97 65 Publicly publicly RB cord-299465-c7ki3061 97 66 Reported report VBN cord-299465-c7ki3061 97 67 Confirmed confirm VBN cord-299465-c7ki3061 97 68 Cases case NNS cord-299465-c7ki3061 97 69 : : : cord-299465-c7ki3061 98 1 Estimation Estimation NNP cord-299465-c7ki3061 98 2 and and CC cord-299465-c7ki3061 98 3 Application Application NNP cord-299465-c7ki3061 98 4 COVID-19 COVID-19 NNP cord-299465-c7ki3061 98 5 Presser Presser NNP cord-299465-c7ki3061 98 6 Final Final NNP cord-299465-c7ki3061 98 7 Coronavirus Coronavirus NNP cord-299465-c7ki3061 98 8 ( ( -LRB- cord-299465-c7ki3061 98 9 COVID-19 COVID-19 NNP cord-299465-c7ki3061 98 10 ) ) -RRB- cord-299465-c7ki3061 98 11 . . . cord-299465-c7ki3061 99 1 www.coronavirus.ohio.gov www.coronavirus.ohio.gov `` cord-299465-c7ki3061 99 2 Evaluation Evaluation NNP cord-299465-c7ki3061 99 3 of of IN cord-299465-c7ki3061 99 4 the the DT cord-299465-c7ki3061 99 5 Effectiveness Effectiveness NNP cord-299465-c7ki3061 99 6 of of IN cord-299465-c7ki3061 99 7 Surveillance Surveillance NNP cord-299465-c7ki3061 99 8 and and CC cord-299465-c7ki3061 99 9 Containment Containment NNP cord-299465-c7ki3061 99 10 Measures measure NNS cord-299465-c7ki3061 99 11 for for IN cord-299465-c7ki3061 99 12 the the DT cord-299465-c7ki3061 99 13 First first JJ cord-299465-c7ki3061 99 14 100 100 CD cord-299465-c7ki3061 99 15 Patients patient NNS cord-299465-c7ki3061 99 16 with with IN cord-299465-c7ki3061 99 17 COVID-19 covid-19 CD cord-299465-c7ki3061 99 18 in in IN cord-299465-c7ki3061 99 19 Singapore Singapore NNP cord-299465-c7ki3061 99 20 Public Public NNP cord-299465-c7ki3061 99 21 Health Health NNP cord-299465-c7ki3061 99 22 Surveillance Surveillance NNP cord-299465-c7ki3061 99 23 : : : cord-299465-c7ki3061 99 24 A a DT cord-299465-c7ki3061 99 25 Tool tool NN cord-299465-c7ki3061 99 26 for for IN cord-299465-c7ki3061 99 27 Targeting Targeting NNP cord-299465-c7ki3061 99 28 and and CC cord-299465-c7ki3061 99 29 Monitoring Monitoring NNP cord-299465-c7ki3061 99 30 Interventions Interventions NNPS cord-299465-c7ki3061 100 1 Presenting present VBG cord-299465-c7ki3061 100 2 Characteristics characteristic NNS cord-299465-c7ki3061 100 3 , , , cord-299465-c7ki3061 100 4 comorbidities comorbiditie NNS cord-299465-c7ki3061 100 5 , , , cord-299465-c7ki3061 100 6 and and CC cord-299465-c7ki3061 100 7 outcomes outcome NNS cord-299465-c7ki3061 100 8 among among IN cord-299465-c7ki3061 100 9 5700 5700 CD cord-299465-c7ki3061 100 10 patients patient NNS cord-299465-c7ki3061 100 11 hospitalized hospitalize VBN cord-299465-c7ki3061 100 12 with with IN cord-299465-c7ki3061 100 13 COVID-19 COVID-19 NNP cord-299465-c7ki3061 100 14 in in IN cord-299465-c7ki3061 100 15 the the DT cord-299465-c7ki3061 100 16 New New NNP cord-299465-c7ki3061 100 17 York York NNP cord-299465-c7ki3061 100 18 City City NNP cord-299465-c7ki3061 100 19 Area Area NNP cord-299465-c7ki3061 101 1 Early early JJ cord-299465-c7ki3061 101 2 epidemiological epidemiological JJ cord-299465-c7ki3061 101 3 analysis analysis NN cord-299465-c7ki3061 101 4 of of IN cord-299465-c7ki3061 101 5 the the DT cord-299465-c7ki3061 101 6 coronavirus coronavirus NN cord-299465-c7ki3061 101 7 disease disease NN cord-299465-c7ki3061 101 8 2019 2019 CD cord-299465-c7ki3061 101 9 outbreak outbreak NN cord-299465-c7ki3061 101 10 based base VBN cord-299465-c7ki3061 101 11 on on IN cord-299465-c7ki3061 101 12 crowdsourced crowdsource VBN cord-299465-c7ki3061 101 13 data datum NNS cord-299465-c7ki3061 101 14 : : : cord-299465-c7ki3061 101 15 a a DT cord-299465-c7ki3061 101 16 population population NN cord-299465-c7ki3061 101 17 - - HYPH cord-299465-c7ki3061 101 18 level level NN cord-299465-c7ki3061 101 19 observational observational JJ cord-299465-c7ki3061 101 20 study study NN cord-299465-c7ki3061 101 21 Risk Risk NNP cord-299465-c7ki3061 101 22 Factors Factors NNP cord-299465-c7ki3061 101 23 Associated Associated NNP cord-299465-c7ki3061 101 24 With with IN cord-299465-c7ki3061 101 25 Acute acute JJ cord-299465-c7ki3061 101 26 Respiratory respiratory JJ cord-299465-c7ki3061 101 27 Distress Distress NNP cord-299465-c7ki3061 101 28 Syndrome Syndrome NNP cord-299465-c7ki3061 101 29 and and CC cord-299465-c7ki3061 101 30 Death death NN cord-299465-c7ki3061 101 31 in in IN cord-299465-c7ki3061 101 32 Patients Patients NNP cord-299465-c7ki3061 101 33 With with IN cord-299465-c7ki3061 101 34 Coronavirus Coronavirus NNP cord-299465-c7ki3061 101 35 Disease Disease NNP cord-299465-c7ki3061 102 1 Clinical clinical JJ cord-299465-c7ki3061 102 2 course course NN cord-299465-c7ki3061 102 3 and and CC cord-299465-c7ki3061 102 4 risk risk NN cord-299465-c7ki3061 102 5 factors factor NNS cord-299465-c7ki3061 102 6 for for IN cord-299465-c7ki3061 102 7 mortality mortality NN cord-299465-c7ki3061 102 8 of of IN cord-299465-c7ki3061 102 9 adult adult NN cord-299465-c7ki3061 102 10 inpatients inpatient NNS cord-299465-c7ki3061 102 11 with with IN cord-299465-c7ki3061 102 12 COVID-19 COVID-19 NNP cord-299465-c7ki3061 102 13 in in IN cord-299465-c7ki3061 102 14 Wuhan Wuhan NNP cord-299465-c7ki3061 102 15 , , , cord-299465-c7ki3061 102 16 China China NNP cord-299465-c7ki3061 102 17 : : : cord-299465-c7ki3061 102 18 a a DT cord-299465-c7ki3061 102 19 retrospective retrospective JJ cord-299465-c7ki3061 102 20 cohort cohort NN cord-299465-c7ki3061 102 21 study study NN cord-299465-c7ki3061 102 22 . . . cord-299465-c7ki3061 103 1 The the DT cord-299465-c7ki3061 103 2 Lancet Lancet NNP cord-299465-c7ki3061 103 3 The the DT cord-299465-c7ki3061 103 4 authors author NNS cord-299465-c7ki3061 103 5 would would MD cord-299465-c7ki3061 103 6 like like VB cord-299465-c7ki3061 103 7 to to TO cord-299465-c7ki3061 103 8 thank thank VB cord-299465-c7ki3061 103 9 Michael Michael NNP cord-299465-c7ki3061 103 10 Topmiller Topmiller NNP cord-299465-c7ki3061 103 11 , , , cord-299465-c7ki3061 103 12 PhD phd NN cord-299465-c7ki3061 103 13 , , , cord-299465-c7ki3061 103 14 Edmond Edmond NNP cord-299465-c7ki3061 103 15 A. a. NN cord-299465-c7ki3061 103 16 Hooker Hooker NNP cord-299465-c7ki3061 103 17 , , , cord-299465-c7ki3061 103 18 MD MD NNP cord-299465-c7ki3061 103 19 , , , cord-299465-c7ki3061 103 20 DrPH DrPH NNP cord-299465-c7ki3061 103 21 , , , cord-299465-c7ki3061 103 22 Dee Dee NNP cord-299465-c7ki3061 103 23 Ellingwood Ellingwood NNP cord-299465-c7ki3061 103 24 , , , cord-299465-c7ki3061 103 25 MS MS NNP cord-299465-c7ki3061 103 26 , , , cord-299465-c7ki3061 103 27 and and CC cord-299465-c7ki3061 103 28 Jennifer Jennifer NNP cord-299465-c7ki3061 103 29 Mallow Mallow NNP cord-299465-c7ki3061 103 30 , , , cord-299465-c7ki3061 103 31 MBA MBA NNP cord-299465-c7ki3061 103 32 for for IN cord-299465-c7ki3061 103 33 their -PRON- PRP$ cord-299465-c7ki3061 103 34 thoughtful thoughtful JJ cord-299465-c7ki3061 103 35 comments comment NNS cord-299465-c7ki3061 103 36 and and CC cord-299465-c7ki3061 103 37 suggestions suggestion NNS cord-299465-c7ki3061 103 38 . . . cord-299465-c7ki3061 104 1 The the DT cord-299465-c7ki3061 104 2 authors author NNS cord-299465-c7ki3061 104 3 did do VBD cord-299465-c7ki3061 104 4 not not RB cord-299465-c7ki3061 104 5 receive receive VB cord-299465-c7ki3061 104 6 any any DT cord-299465-c7ki3061 104 7 funding funding NN cord-299465-c7ki3061 104 8 for for IN cord-299465-c7ki3061 104 9 this this DT cord-299465-c7ki3061 104 10 research research NN cord-299465-c7ki3061 104 11 nor nor CC cord-299465-c7ki3061 104 12 have have VBP cord-299465-c7ki3061 104 13 any any DT cord-299465-c7ki3061 104 14 conflicts conflict NNS cord-299465-c7ki3061 104 15 of of IN cord-299465-c7ki3061 104 16 interest interest NN cord-299465-c7ki3061 104 17 regarding regard VBG cord-299465-c7ki3061 104 18 this this DT cord-299465-c7ki3061 104 19 research research NN cord-299465-c7ki3061 104 20 to to TO cord-299465-c7ki3061 104 21 report report VB cord-299465-c7ki3061 104 22 . . . cord-299465-c7ki3061 105 1 All all DT cord-299465-c7ki3061 105 2 authors author NNS cord-299465-c7ki3061 105 3 contributed contribute VBD cord-299465-c7ki3061 105 4 equally equally RB cord-299465-c7ki3061 105 5 to to IN cord-299465-c7ki3061 105 6 all all DT cord-299465-c7ki3061 105 7 aspects aspect NNS cord-299465-c7ki3061 105 8 of of IN cord-299465-c7ki3061 105 9 this this DT cord-299465-c7ki3061 105 10 reseach reseach NN cord-299465-c7ki3061 105 11 and and CC cord-299465-c7ki3061 105 12 manuscript manuscript NN cord-299465-c7ki3061 105 13 . . .