id sid tid token lemma pos cord-346329-xwbtftju 1 1 key key NN cord-346329-xwbtftju 1 2 : : : cord-346329-xwbtftju 1 3 cord-346329-xwbtftju cord-346329-xwbtftju NNP cord-346329-xwbtftju 2 1 authors author NNS cord-346329-xwbtftju 2 2 : : : cord-346329-xwbtftju 2 3 Mallow Mallow NNP cord-346329-xwbtftju 2 4 , , , cord-346329-xwbtftju 2 5 Peter Peter NNP cord-346329-xwbtftju 2 6 J. J. NNP cord-346329-xwbtftju 2 7 ; ; : cord-346329-xwbtftju 2 8 Jones Jones NNP cord-346329-xwbtftju 2 9 , , , cord-346329-xwbtftju 2 10 Michael Michael NNP cord-346329-xwbtftju 2 11 title title NN cord-346329-xwbtftju 2 12 : : : cord-346329-xwbtftju 3 1 When when WRB cord-346329-xwbtftju 3 2 Second second JJ cord-346329-xwbtftju 3 3 Best good JJS cord-346329-xwbtftju 3 4 Might may MD cord-346329-xwbtftju 3 5 Be be VB cord-346329-xwbtftju 3 6 the the DT cord-346329-xwbtftju 3 7 Best well RBS cord-346329-xwbtftju 3 8 : : : cord-346329-xwbtftju 3 9 Using use VBG cord-346329-xwbtftju 3 10 Hospitalization hospitalization NN cord-346329-xwbtftju 3 11 Data Data NNP cord-346329-xwbtftju 3 12 to to TO cord-346329-xwbtftju 3 13 Monitor monitor VB cord-346329-xwbtftju 3 14 the the DT cord-346329-xwbtftju 3 15 Novel Novel NNP cord-346329-xwbtftju 3 16 Coronavirus Coronavirus NNP cord-346329-xwbtftju 3 17 Pandemic Pandemic NNP cord-346329-xwbtftju 3 18 date date NN cord-346329-xwbtftju 3 19 : : : cord-346329-xwbtftju 3 20 2020 2020 CD cord-346329-xwbtftju 3 21 - - HYPH cord-346329-xwbtftju 3 22 07 07 CD cord-346329-xwbtftju 3 23 - - SYM cord-346329-xwbtftju 3 24 10 10 CD cord-346329-xwbtftju 3 25 journal journal NN cord-346329-xwbtftju 3 26 : : : cord-346329-xwbtftju 4 1 Front Front NNP cord-346329-xwbtftju 4 2 Public Public NNP cord-346329-xwbtftju 4 3 Health Health NNP cord-346329-xwbtftju 4 4 DOI doi NN cord-346329-xwbtftju 4 5 : : : cord-346329-xwbtftju 5 1 10.3389 10.3389 CD cord-346329-xwbtftju 5 2 / / SYM cord-346329-xwbtftju 5 3 fpubh.2020.00348 fpubh.2020.00348 VBD cord-346329-xwbtftju 5 4 sha sha NNP cord-346329-xwbtftju 5 5 : : : cord-346329-xwbtftju 6 1 9b6f3672cc4449817476f1b5506f73f10c329aba 9b6f3672cc4449817476f1b5506f73f10c329aba CD cord-346329-xwbtftju 6 2 doc_id doc_id CD cord-346329-xwbtftju 6 3 : : : cord-346329-xwbtftju 6 4 346329 346329 CD cord-346329-xwbtftju 6 5 cord_uid cord_uid NN cord-346329-xwbtftju 6 6 : : : cord-346329-xwbtftju 7 1 xwbtftju xwbtftju NNP cord-346329-xwbtftju 7 2 The the DT cord-346329-xwbtftju 7 3 novel novel JJ cord-346329-xwbtftju 7 4 coronavirus coronavirus NN cord-346329-xwbtftju 7 5 ' ' POS cord-346329-xwbtftju 7 6 high high JJ cord-346329-xwbtftju 7 7 rate rate NN cord-346329-xwbtftju 7 8 of of IN cord-346329-xwbtftju 7 9 asymptomatic asymptomatic JJ cord-346329-xwbtftju 7 10 transmission transmission NN cord-346329-xwbtftju 7 11 combined combine VBN cord-346329-xwbtftju 7 12 with with IN cord-346329-xwbtftju 7 13 a a DT cord-346329-xwbtftju 7 14 lack lack NN cord-346329-xwbtftju 7 15 of of IN cord-346329-xwbtftju 7 16 testing testing NN cord-346329-xwbtftju 7 17 kits kit NNS cord-346329-xwbtftju 7 18 call call VBP cord-346329-xwbtftju 7 19 for for IN cord-346329-xwbtftju 7 20 a a DT cord-346329-xwbtftju 7 21 different different JJ cord-346329-xwbtftju 7 22 approach approach NN cord-346329-xwbtftju 7 23 to to TO cord-346329-xwbtftju 7 24 monitor monitor VB cord-346329-xwbtftju 7 25 its -PRON- PRP$ cord-346329-xwbtftju 7 26 spread spread NN cord-346329-xwbtftju 7 27 and and CC cord-346329-xwbtftju 7 28 severity severity NN cord-346329-xwbtftju 7 29 . . . cord-346329-xwbtftju 8 1 We -PRON- PRP cord-346329-xwbtftju 8 2 proposed propose VBD cord-346329-xwbtftju 8 3 the the DT cord-346329-xwbtftju 8 4 use use NN cord-346329-xwbtftju 8 5 of of IN cord-346329-xwbtftju 8 6 hospitalizations hospitalization NNS cord-346329-xwbtftju 8 7 and and CC cord-346329-xwbtftju 8 8 hospital hospital NN cord-346329-xwbtftju 8 9 utilization utilization NN cord-346329-xwbtftju 8 10 data datum NNS cord-346329-xwbtftju 8 11 to to TO cord-346329-xwbtftju 8 12 monitor monitor VB cord-346329-xwbtftju 8 13 the the DT cord-346329-xwbtftju 8 14 spread spread NN cord-346329-xwbtftju 8 15 and and CC cord-346329-xwbtftju 8 16 severity severity NN cord-346329-xwbtftju 8 17 . . . cord-346329-xwbtftju 9 1 A a DT cord-346329-xwbtftju 9 2 proposed propose VBN cord-346329-xwbtftju 9 3 threshold threshold NN cord-346329-xwbtftju 9 4 of of IN cord-346329-xwbtftju 9 5 a a DT cord-346329-xwbtftju 9 6 declining decline VBG cord-346329-xwbtftju 9 7 7-day 7-day JJ cord-346329-xwbtftju 9 8 moving move VBG cord-346329-xwbtftju 9 9 average average NN cord-346329-xwbtftju 9 10 over over IN cord-346329-xwbtftju 9 11 a a DT cord-346329-xwbtftju 9 12 14-day 14-day CD cord-346329-xwbtftju 9 13 period period NN cord-346329-xwbtftju 9 14 , , , cord-346329-xwbtftju 9 15 “ " `` cord-346329-xwbtftju 9 16 7&14 7&14 CD cord-346329-xwbtftju 9 17 ” " '' cord-346329-xwbtftju 9 18 was be VBD cord-346329-xwbtftju 9 19 set set VBN cord-346329-xwbtftju 9 20 to to TO cord-346329-xwbtftju 9 21 communicate communicate VB cord-346329-xwbtftju 9 22 when when WRB cord-346329-xwbtftju 9 23 a a DT cord-346329-xwbtftju 9 24 wave wave NN cord-346329-xwbtftju 9 25 of of IN cord-346329-xwbtftju 9 26 the the DT cord-346329-xwbtftju 9 27 novel novel JJ cord-346329-xwbtftju 9 28 coronavirus coronavirus NN cord-346329-xwbtftju 9 29 may may MD cord-346329-xwbtftju 9 30 have have VB cord-346329-xwbtftju 9 31 passed pass VBN cord-346329-xwbtftju 9 32 . . . cord-346329-xwbtftju 10 1 The the DT cord-346329-xwbtftju 10 2 state state NN cord-346329-xwbtftju 10 3 of of IN cord-346329-xwbtftju 10 4 Ohio Ohio NNP cord-346329-xwbtftju 10 5 was be VBD cord-346329-xwbtftju 10 6 chosen choose VBN cord-346329-xwbtftju 10 7 to to TO cord-346329-xwbtftju 10 8 illustrate illustrate VB cord-346329-xwbtftju 10 9 this this DT cord-346329-xwbtftju 10 10 threshold threshold NN cord-346329-xwbtftju 10 11 . . . cord-346329-xwbtftju 11 1 While while IN cord-346329-xwbtftju 11 2 not not RB cord-346329-xwbtftju 11 3 the the DT cord-346329-xwbtftju 11 4 ideal ideal JJ cord-346329-xwbtftju 11 5 solution solution NN cord-346329-xwbtftju 11 6 for for IN cord-346329-xwbtftju 11 7 monitoring monitor VBG cord-346329-xwbtftju 11 8 the the DT cord-346329-xwbtftju 11 9 spread spread NN cord-346329-xwbtftju 11 10 of of IN cord-346329-xwbtftju 11 11 the the DT cord-346329-xwbtftju 11 12 epidemic epidemic NN cord-346329-xwbtftju 11 13 , , , cord-346329-xwbtftju 11 14 the the DT cord-346329-xwbtftju 11 15 proposed propose VBN cord-346329-xwbtftju 11 16 approach approach NN cord-346329-xwbtftju 11 17 is be VBZ cord-346329-xwbtftju 11 18 an an DT cord-346329-xwbtftju 11 19 easy easy JJ cord-346329-xwbtftju 11 20 to to TO cord-346329-xwbtftju 11 21 implement implement VB cord-346329-xwbtftju 11 22 framework framework NN cord-346329-xwbtftju 11 23 accounting accounting NN cord-346329-xwbtftju 11 24 for for IN cord-346329-xwbtftju 11 25 limitations limitation NNS cord-346329-xwbtftju 11 26 of of IN cord-346329-xwbtftju 11 27 the the DT cord-346329-xwbtftju 11 28 data data NN cord-346329-xwbtftju 11 29 inherent inherent JJ cord-346329-xwbtftju 11 30 in in IN cord-346329-xwbtftju 11 31 the the DT cord-346329-xwbtftju 11 32 current current JJ cord-346329-xwbtftju 11 33 epidemic epidemic NN cord-346329-xwbtftju 11 34 . . . cord-346329-xwbtftju 12 1 Hospital hospital NN cord-346329-xwbtftju 12 2 administrators administrator NNS cord-346329-xwbtftju 12 3 and and CC cord-346329-xwbtftju 12 4 policy policy NN cord-346329-xwbtftju 12 5 makers maker NNS cord-346329-xwbtftju 12 6 may may MD cord-346329-xwbtftju 12 7 benefit benefit VB cord-346329-xwbtftju 12 8 from from IN cord-346329-xwbtftju 12 9 incorporating incorporate VBG cord-346329-xwbtftju 12 10 this this DT cord-346329-xwbtftju 12 11 approach approach NN cord-346329-xwbtftju 12 12 into into IN cord-346329-xwbtftju 12 13 their -PRON- PRP$ cord-346329-xwbtftju 12 14 decision decision NN cord-346329-xwbtftju 12 15 making making NN cord-346329-xwbtftju 12 16 . . . cord-346329-xwbtftju 13 1 Before before IN cord-346329-xwbtftju 13 2 government government NN cord-346329-xwbtftju 13 3 officials official NNS cord-346329-xwbtftju 13 4 relax relax VBP cord-346329-xwbtftju 13 5 stay stay VB cord-346329-xwbtftju 13 6 - - HYPH cord-346329-xwbtftju 13 7 at at IN cord-346329-xwbtftju 13 8 - - HYPH cord-346329-xwbtftju 13 9 home home NN cord-346329-xwbtftju 13 10 orders order NNS cord-346329-xwbtftju 13 11 and and CC cord-346329-xwbtftju 13 12 hospitals hospital NNS cord-346329-xwbtftju 13 13 resume resume VB cord-346329-xwbtftju 13 14 elective elective JJ cord-346329-xwbtftju 13 15 procedures procedure NNS cord-346329-xwbtftju 13 16 , , , cord-346329-xwbtftju 13 17 decision decision NN cord-346329-xwbtftju 13 18 - - HYPH cord-346329-xwbtftju 13 19 makers maker NNS cord-346329-xwbtftju 13 20 must must MD cord-346329-xwbtftju 13 21 accurately accurately RB cord-346329-xwbtftju 13 22 estimate estimate VB cord-346329-xwbtftju 13 23 the the DT cord-346329-xwbtftju 13 24 trend trend NN cord-346329-xwbtftju 13 25 , , , cord-346329-xwbtftju 13 26 severity severity NN cord-346329-xwbtftju 13 27 , , , cord-346329-xwbtftju 13 28 and and CC cord-346329-xwbtftju 13 29 prevalence prevalence NN cord-346329-xwbtftju 13 30 of of IN cord-346329-xwbtftju 13 31 the the DT cord-346329-xwbtftju 13 32 novel novel JJ cord-346329-xwbtftju 13 33 coronavirus coronavirus NN cord-346329-xwbtftju 13 34 in in IN cord-346329-xwbtftju 13 35 a a DT cord-346329-xwbtftju 13 36 geographic geographic JJ cord-346329-xwbtftju 13 37 region region NN cord-346329-xwbtftju 13 38 . . . cord-346329-xwbtftju 14 1 Ideally ideally RB cord-346329-xwbtftju 14 2 , , , cord-346329-xwbtftju 14 3 public public JJ cord-346329-xwbtftju 14 4 health health NN cord-346329-xwbtftju 14 5 agencies agency NNS cord-346329-xwbtftju 14 6 would would MD cord-346329-xwbtftju 14 7 conduct conduct VB cord-346329-xwbtftju 14 8 active active JJ cord-346329-xwbtftju 14 9 surveillance surveillance NN cord-346329-xwbtftju 14 10 of of IN cord-346329-xwbtftju 14 11 infections infection NNS cord-346329-xwbtftju 14 12 in in IN cord-346329-xwbtftju 14 13 the the DT cord-346329-xwbtftju 14 14 general general JJ cord-346329-xwbtftju 14 15 population population NN cord-346329-xwbtftju 14 16 ( ( -LRB- cord-346329-xwbtftju 14 17 1 1 CD cord-346329-xwbtftju 14 18 ) ) -RRB- cord-346329-xwbtftju 14 19 ( ( -LRB- cord-346329-xwbtftju 14 20 2 2 LS cord-346329-xwbtftju 14 21 ) ) -RRB- cord-346329-xwbtftju 14 22 ( ( -LRB- cord-346329-xwbtftju 14 23 3 3 CD cord-346329-xwbtftju 14 24 ) ) -RRB- cord-346329-xwbtftju 14 25 . . . cord-346329-xwbtftju 15 1 The the DT cord-346329-xwbtftju 15 2 results result NNS cord-346329-xwbtftju 15 3 from from IN cord-346329-xwbtftju 15 4 this this DT cord-346329-xwbtftju 15 5 first first RB cord-346329-xwbtftju 15 6 - - HYPH cord-346329-xwbtftju 15 7 best good JJS cord-346329-xwbtftju 15 8 solution solution NN cord-346329-xwbtftju 15 9 represent represent VBP cord-346329-xwbtftju 15 10 a a DT cord-346329-xwbtftju 15 11 coincident coincident JJ cord-346329-xwbtftju 15 12 indicator indicator NN cord-346329-xwbtftju 15 13 of of IN cord-346329-xwbtftju 15 14 COVID-19 COVID-19 NNP cord-346329-xwbtftju 15 15 's 's POS cord-346329-xwbtftju 15 16 prevalence prevalence NN cord-346329-xwbtftju 15 17 in in IN cord-346329-xwbtftju 15 18 a a DT cord-346329-xwbtftju 15 19 population population NN cord-346329-xwbtftju 15 20 . . . cord-346329-xwbtftju 16 1 However however RB cord-346329-xwbtftju 16 2 , , , cord-346329-xwbtftju 16 3 the the DT cord-346329-xwbtftju 16 4 fact fact NN cord-346329-xwbtftju 16 5 that that IN cord-346329-xwbtftju 16 6 the the DT cord-346329-xwbtftju 16 7 novel novel JJ cord-346329-xwbtftju 16 8 coronavirus coronavirus NN cord-346329-xwbtftju 16 9 has have VBZ cord-346329-xwbtftju 16 10 a a DT cord-346329-xwbtftju 16 11 high high JJ cord-346329-xwbtftju 16 12 rate rate NN cord-346329-xwbtftju 16 13 of of IN cord-346329-xwbtftju 16 14 asymptomatic asymptomatic JJ cord-346329-xwbtftju 16 15 transmission transmission NN cord-346329-xwbtftju 16 16 hinders hinder VBZ cord-346329-xwbtftju 16 17 the the DT cord-346329-xwbtftju 16 18 usefulness usefulness NN cord-346329-xwbtftju 16 19 of of IN cord-346329-xwbtftju 16 20 this this DT cord-346329-xwbtftju 16 21 approach approach NN cord-346329-xwbtftju 16 22 ( ( -LRB- cord-346329-xwbtftju 16 23 4 4 CD cord-346329-xwbtftju 16 24 , , , cord-346329-xwbtftju 16 25 5 5 CD cord-346329-xwbtftju 16 26 ) ) -RRB- cord-346329-xwbtftju 16 27 . . . cord-346329-xwbtftju 17 1 Further further RB cord-346329-xwbtftju 17 2 hindering hinder VBG cord-346329-xwbtftju 17 3 the the DT cord-346329-xwbtftju 17 4 disease disease NN cord-346329-xwbtftju 17 5 surveillance surveillance NN cord-346329-xwbtftju 17 6 is be VBZ cord-346329-xwbtftju 17 7 the the DT cord-346329-xwbtftju 17 8 limited limited JJ cord-346329-xwbtftju 17 9 number number NN cord-346329-xwbtftju 17 10 of of IN cord-346329-xwbtftju 17 11 novel novel JJ cord-346329-xwbtftju 17 12 coronavirus coronavirus NN cord-346329-xwbtftju 17 13 test test NN cord-346329-xwbtftju 17 14 kits kit NNS cord-346329-xwbtftju 17 15 as as IN cord-346329-xwbtftju 17 16 of of IN cord-346329-xwbtftju 17 17 April April NNP cord-346329-xwbtftju 17 18 , , , cord-346329-xwbtftju 17 19 2020 2020 CD cord-346329-xwbtftju 17 20 . . . cord-346329-xwbtftju 18 1 Many many JJ cord-346329-xwbtftju 18 2 states state NNS cord-346329-xwbtftju 18 3 like like IN cord-346329-xwbtftju 18 4 Ohio Ohio NNP cord-346329-xwbtftju 18 5 prioritize prioritize VBP cord-346329-xwbtftju 18 6 the the DT cord-346329-xwbtftju 18 7 individuals individual NNS cord-346329-xwbtftju 18 8 who who WP cord-346329-xwbtftju 18 9 are be VBP cord-346329-xwbtftju 18 10 eligible eligible JJ cord-346329-xwbtftju 18 11 for for IN cord-346329-xwbtftju 18 12 testing testing NN cord-346329-xwbtftju 18 13 ( ( -LRB- cord-346329-xwbtftju 18 14 6 6 CD cord-346329-xwbtftju 18 15 ) ) -RRB- cord-346329-xwbtftju 18 16 . . . cord-346329-xwbtftju 19 1 Ohio Ohio NNP cord-346329-xwbtftju 19 2 and and CC cord-346329-xwbtftju 19 3 many many JJ cord-346329-xwbtftju 19 4 other other JJ cord-346329-xwbtftju 19 5 states state NNS cord-346329-xwbtftju 19 6 recommend recommend VBP cord-346329-xwbtftju 19 7 that that IN cord-346329-xwbtftju 19 8 all all DT cord-346329-xwbtftju 19 9 individuals individual NNS cord-346329-xwbtftju 19 10 who who WP cord-346329-xwbtftju 19 11 exhibit exhibit VBP cord-346329-xwbtftju 19 12 symptoms symptom NNS cord-346329-xwbtftju 19 13 should should MD cord-346329-xwbtftju 19 14 be be VB cord-346329-xwbtftju 19 15 tested test VBN cord-346329-xwbtftju 19 16 . . . cord-346329-xwbtftju 20 1 However however RB cord-346329-xwbtftju 20 2 , , , cord-346329-xwbtftju 20 3 hospitalized hospitalize VBN cord-346329-xwbtftju 20 4 individuals individual NNS cord-346329-xwbtftju 20 5 and and CC cord-346329-xwbtftju 20 6 healthcare healthcare NN cord-346329-xwbtftju 20 7 workers worker NNS cord-346329-xwbtftju 20 8 are be VBP cord-346329-xwbtftju 20 9 given give VBN cord-346329-xwbtftju 20 10 first first JJ cord-346329-xwbtftju 20 11 priority priority NN cord-346329-xwbtftju 20 12 . . . cord-346329-xwbtftju 21 1 Individuals individual NNS cord-346329-xwbtftju 21 2 in in IN cord-346329-xwbtftju 21 3 long long JJ cord-346329-xwbtftju 21 4 - - HYPH cord-346329-xwbtftju 21 5 term term NN cord-346329-xwbtftju 21 6 care care NN cord-346329-xwbtftju 21 7 and and CC cord-346329-xwbtftju 21 8 first first JJ cord-346329-xwbtftju 21 9 responders responder NNS cord-346329-xwbtftju 21 10 are be VBP cord-346329-xwbtftju 21 11 given give VBN cord-346329-xwbtftju 21 12 a a DT cord-346329-xwbtftju 21 13 lower low JJR cord-346329-xwbtftju 21 14 priority priority NN cord-346329-xwbtftju 21 15 , , , cord-346329-xwbtftju 21 16 and and CC cord-346329-xwbtftju 21 17 individuals individual NNS cord-346329-xwbtftju 21 18 in in IN cord-346329-xwbtftju 21 19 the the DT cord-346329-xwbtftju 21 20 general general JJ cord-346329-xwbtftju 21 21 population population NN cord-346329-xwbtftju 21 22 have have VBP cord-346329-xwbtftju 21 23 the the DT cord-346329-xwbtftju 21 24 lowest low JJS cord-346329-xwbtftju 21 25 priority priority NN cord-346329-xwbtftju 21 26 . . . cord-346329-xwbtftju 22 1 While while IN cord-346329-xwbtftju 22 2 this this DT cord-346329-xwbtftju 22 3 prioritization prioritization NN cord-346329-xwbtftju 22 4 redirects redirect VBZ cord-346329-xwbtftju 22 5 resources resource NNS cord-346329-xwbtftju 22 6 to to IN cord-346329-xwbtftju 22 7 their -PRON- PRP$ cord-346329-xwbtftju 22 8 most most RBS cord-346329-xwbtftju 22 9 effective effective JJ cord-346329-xwbtftju 22 10 use use NN cord-346329-xwbtftju 22 11 , , , cord-346329-xwbtftju 22 12 the the DT cord-346329-xwbtftju 22 13 number number NN cord-346329-xwbtftju 22 14 of of IN cord-346329-xwbtftju 22 15 positive positive JJ cord-346329-xwbtftju 22 16 cases case NNS cord-346329-xwbtftju 22 17 represents represent VBZ cord-346329-xwbtftju 22 18 a a DT cord-346329-xwbtftju 22 19 biased biased JJ cord-346329-xwbtftju 22 20 sample sample NN cord-346329-xwbtftju 22 21 of of IN cord-346329-xwbtftju 22 22 the the DT cord-346329-xwbtftju 22 23 general general JJ cord-346329-xwbtftju 22 24 population population NN cord-346329-xwbtftju 22 25 . . . cord-346329-xwbtftju 23 1 This this DT cord-346329-xwbtftju 23 2 tradeoff tradeoff NN cord-346329-xwbtftju 23 3 suggests suggest VBZ cord-346329-xwbtftju 23 4 that that IN cord-346329-xwbtftju 23 5 the the DT cord-346329-xwbtftju 23 6 number number NN cord-346329-xwbtftju 23 7 of of IN cord-346329-xwbtftju 23 8 positive positive JJ cord-346329-xwbtftju 23 9 test test NN cord-346329-xwbtftju 23 10 cases case NNS cord-346329-xwbtftju 23 11 in in IN cord-346329-xwbtftju 23 12 a a DT cord-346329-xwbtftju 23 13 population population NN cord-346329-xwbtftju 23 14 does do VBZ cord-346329-xwbtftju 23 15 not not RB cord-346329-xwbtftju 23 16 necessarily necessarily RB cord-346329-xwbtftju 23 17 reflect reflect VB cord-346329-xwbtftju 23 18 the the DT cord-346329-xwbtftju 23 19 actual actual JJ cord-346329-xwbtftju 23 20 prevalence prevalence NN cord-346329-xwbtftju 23 21 of of IN cord-346329-xwbtftju 23 22 COVID-19 covid-19 JJ cord-346329-xwbtftju 23 23 nor nor CC cord-346329-xwbtftju 23 24 the the DT cord-346329-xwbtftju 23 25 infection infection NN cord-346329-xwbtftju 23 26 rate rate NN cord-346329-xwbtftju 23 27 trend trend NN cord-346329-xwbtftju 23 28 . . . cord-346329-xwbtftju 24 1 As as IN cord-346329-xwbtftju 24 2 a a DT cord-346329-xwbtftju 24 3 lagging lagging JJ cord-346329-xwbtftju 24 4 indicator indicator NN cord-346329-xwbtftju 24 5 , , , cord-346329-xwbtftju 24 6 COVID-19 covid-19 JJ cord-346329-xwbtftju 24 7 hospitalizations hospitalization NNS cord-346329-xwbtftju 24 8 would would MD cord-346329-xwbtftju 24 9 normally normally RB cord-346329-xwbtftju 24 10 be be VB cord-346329-xwbtftju 24 11 considered consider VBN cord-346329-xwbtftju 24 12 a a DT cord-346329-xwbtftju 24 13 second second RB cord-346329-xwbtftju 24 14 - - HYPH cord-346329-xwbtftju 24 15 best good JJS cord-346329-xwbtftju 24 16 solution solution NN cord-346329-xwbtftju 24 17 to to IN cord-346329-xwbtftju 24 18 measuring measure VBG cord-346329-xwbtftju 24 19 a a DT cord-346329-xwbtftju 24 20 trend trend NN cord-346329-xwbtftju 24 21 in in IN cord-346329-xwbtftju 24 22 the the DT cord-346329-xwbtftju 24 23 infection infection NN cord-346329-xwbtftju 24 24 rate rate NN cord-346329-xwbtftju 24 25 . . . cord-346329-xwbtftju 25 1 However however RB cord-346329-xwbtftju 25 2 , , , cord-346329-xwbtftju 25 3 given give VBN cord-346329-xwbtftju 25 4 the the DT cord-346329-xwbtftju 25 5 sample sample NN cord-346329-xwbtftju 25 6 bias bias NN cord-346329-xwbtftju 25 7 reflected reflect VBN cord-346329-xwbtftju 25 8 in in IN cord-346329-xwbtftju 25 9 prioritized prioritize VBN cord-346329-xwbtftju 25 10 testing testing NN cord-346329-xwbtftju 25 11 and and CC cord-346329-xwbtftju 25 12 asymptomatic asymptomatic JJ cord-346329-xwbtftju 25 13 transmission transmission NN cord-346329-xwbtftju 25 14 , , , cord-346329-xwbtftju 25 15 we -PRON- PRP cord-346329-xwbtftju 25 16 propose propose VBP cord-346329-xwbtftju 25 17 that that IN cord-346329-xwbtftju 25 18 COVID-19 covid-19 CD cord-346329-xwbtftju 25 19 hospitalizations hospitalization NNS cord-346329-xwbtftju 25 20 combined combine VBN cord-346329-xwbtftju 25 21 with with IN cord-346329-xwbtftju 25 22 a a DT cord-346329-xwbtftju 25 23 capacity capacity NN cord-346329-xwbtftju 25 24 measure measure NN cord-346329-xwbtftju 25 25 offer offer VBP cord-346329-xwbtftju 25 26 the the DT cord-346329-xwbtftju 25 27 best good JJS cord-346329-xwbtftju 25 28 approach approach NN cord-346329-xwbtftju 25 29 to to IN cord-346329-xwbtftju 25 30 measuring measure VBG cord-346329-xwbtftju 25 31 trends trend NNS cord-346329-xwbtftju 25 32 in in IN cord-346329-xwbtftju 25 33 COVID-19 COVID-19 NNP cord-346329-xwbtftju 25 34 infections infection NNS cord-346329-xwbtftju 25 35 . . . cord-346329-xwbtftju 26 1 COVID-19 covid-19 JJ cord-346329-xwbtftju 26 2 deaths death NNS cord-346329-xwbtftju 26 3 present present VBP cord-346329-xwbtftju 26 4 an an DT cord-346329-xwbtftju 26 5 even even RB cord-346329-xwbtftju 26 6 longer long JJR cord-346329-xwbtftju 26 7 lag lag VB cord-346329-xwbtftju 26 8 time time NN cord-346329-xwbtftju 26 9 than than IN cord-346329-xwbtftju 26 10 hospitalizations hospitalization NNS cord-346329-xwbtftju 26 11 , , , cord-346329-xwbtftju 26 12 and and CC cord-346329-xwbtftju 26 13 so so RB cord-346329-xwbtftju 26 14 they -PRON- PRP cord-346329-xwbtftju 26 15 are be VBP cord-346329-xwbtftju 26 16 not not RB cord-346329-xwbtftju 26 17 viewed view VBN cord-346329-xwbtftju 26 18 as as IN cord-346329-xwbtftju 26 19 suitable suitable JJ cord-346329-xwbtftju 26 20 of of IN cord-346329-xwbtftju 26 21 a a DT cord-346329-xwbtftju 26 22 measure measure NN cord-346329-xwbtftju 26 23 . . . cord-346329-xwbtftju 27 1 We -PRON- PRP cord-346329-xwbtftju 27 2 chose choose VBD cord-346329-xwbtftju 27 3 the the DT cord-346329-xwbtftju 27 4 state state NN cord-346329-xwbtftju 27 5 of of IN cord-346329-xwbtftju 27 6 Ohio Ohio NNP cord-346329-xwbtftju 27 7 to to TO cord-346329-xwbtftju 27 8 illustrate illustrate VB cord-346329-xwbtftju 27 9 our -PRON- PRP$ cord-346329-xwbtftju 27 10 approach approach NN cord-346329-xwbtftju 27 11 . . . cord-346329-xwbtftju 28 1 The the DT cord-346329-xwbtftju 28 2 state state NN cord-346329-xwbtftju 28 3 of of IN cord-346329-xwbtftju 28 4 Ohio Ohio NNP cord-346329-xwbtftju 28 5 is be VBZ cord-346329-xwbtftju 28 6 one one CD cord-346329-xwbtftju 28 7 of of IN cord-346329-xwbtftju 28 8 several several JJ cord-346329-xwbtftju 28 9 states state NNS cord-346329-xwbtftju 28 10 that that WDT cord-346329-xwbtftju 28 11 releases release VBZ cord-346329-xwbtftju 28 12 daily daily JJ cord-346329-xwbtftju 28 13 hospitalization hospitalization NN cord-346329-xwbtftju 28 14 data datum NNS cord-346329-xwbtftju 28 15 ( ( -LRB- cord-346329-xwbtftju 28 16 5 5 CD cord-346329-xwbtftju 28 17 ) ) -RRB- cord-346329-xwbtftju 28 18 . . . cord-346329-xwbtftju 29 1 However however RB cord-346329-xwbtftju 29 2 , , , cord-346329-xwbtftju 29 3 they -PRON- PRP cord-346329-xwbtftju 29 4 do do VBP cord-346329-xwbtftju 29 5 not not RB cord-346329-xwbtftju 29 6 release release VB cord-346329-xwbtftju 29 7 length length NN cord-346329-xwbtftju 29 8 of of IN cord-346329-xwbtftju 29 9 stay stay NN cord-346329-xwbtftju 29 10 ( ( -LRB- cord-346329-xwbtftju 29 11 LOS LOS NNP cord-346329-xwbtftju 29 12 ) ) -RRB- cord-346329-xwbtftju 29 13 data datum NNS cord-346329-xwbtftju 29 14 . . . cord-346329-xwbtftju 30 1 A a DT cord-346329-xwbtftju 30 2 literature literature NN cord-346329-xwbtftju 30 3 search search NN cord-346329-xwbtftju 30 4 was be VBD cord-346329-xwbtftju 30 5 performed perform VBN cord-346329-xwbtftju 30 6 in in IN cord-346329-xwbtftju 30 7 PubMed PubMed NNP cord-346329-xwbtftju 30 8 and and CC cord-346329-xwbtftju 30 9 the the DT cord-346329-xwbtftju 30 10 CDC CDC NNP cord-346329-xwbtftju 30 11 Coronavirus Coronavirus NNP cord-346329-xwbtftju 30 12 website website NN cord-346329-xwbtftju 30 13 to to TO cord-346329-xwbtftju 30 14 identify identify VB cord-346329-xwbtftju 30 15 studies study NNS cord-346329-xwbtftju 30 16 published publish VBN cord-346329-xwbtftju 30 17 in in IN cord-346329-xwbtftju 30 18 March March NNP cord-346329-xwbtftju 30 19 and and CC cord-346329-xwbtftju 30 20 April April NNP cord-346329-xwbtftju 30 21 2020 2020 CD cord-346329-xwbtftju 30 22 for for IN cord-346329-xwbtftju 30 23 LOS LOS NNP cord-346329-xwbtftju 30 24 ( ( -LRB- cord-346329-xwbtftju 30 25 7 7 CD cord-346329-xwbtftju 30 26 ) ) -RRB- cord-346329-xwbtftju 30 27 . . . cord-346329-xwbtftju 31 1 A a DT cord-346329-xwbtftju 31 2 patient patient NN cord-346329-xwbtftju 31 3 weighted weight VBN cord-346329-xwbtftju 31 4 pooled pooled JJ cord-346329-xwbtftju 31 5 analysis analysis NN cord-346329-xwbtftju 31 6 was be VBD cord-346329-xwbtftju 31 7 conducted conduct VBN cord-346329-xwbtftju 31 8 to to TO cord-346329-xwbtftju 31 9 estimate estimate VB cord-346329-xwbtftju 31 10 the the DT cord-346329-xwbtftju 31 11 median median JJ cord-346329-xwbtftju 31 12 LOS LOS NNP cord-346329-xwbtftju 31 13 . . . cord-346329-xwbtftju 32 1 The the DT cord-346329-xwbtftju 32 2 historical historical JJ cord-346329-xwbtftju 32 3 occupancy occupancy NN cord-346329-xwbtftju 32 4 rate rate NN cord-346329-xwbtftju 32 5 was be VBD cord-346329-xwbtftju 32 6 obtained obtain VBN cord-346329-xwbtftju 32 7 from from IN cord-346329-xwbtftju 32 8 the the DT cord-346329-xwbtftju 32 9 Centers Centers NNPS cord-346329-xwbtftju 32 10 for for IN cord-346329-xwbtftju 32 11 Disease Disease NNP cord-346329-xwbtftju 32 12 Control Control NNP cord-346329-xwbtftju 32 13 and and CC cord-346329-xwbtftju 32 14 Prevention Prevention NNP cord-346329-xwbtftju 32 15 ( ( -LRB- cord-346329-xwbtftju 32 16 CDC CDC NNP cord-346329-xwbtftju 32 17 ) ) -RRB- cord-346329-xwbtftju 32 18 National National NNP cord-346329-xwbtftju 32 19 Center Center NNP cord-346329-xwbtftju 32 20 for for IN cord-346329-xwbtftju 32 21 Health Health NNP cord-346329-xwbtftju 32 22 Statistics Statistics NNPS cord-346329-xwbtftju 32 23 for for IN cord-346329-xwbtftju 32 24 2016 2016 CD cord-346329-xwbtftju 32 25 ( ( -LRB- cord-346329-xwbtftju 32 26 8) 8) NNP cord-346329-xwbtftju 32 27 . . . cord-346329-xwbtftju 33 1 Hospital hospital NN cord-346329-xwbtftju 33 2 capacity capacity NN cord-346329-xwbtftju 33 3 was be VBD cord-346329-xwbtftju 33 4 defined define VBN cord-346329-xwbtftju 33 5 as as IN cord-346329-xwbtftju 33 6 the the DT cord-346329-xwbtftju 33 7 number number NN cord-346329-xwbtftju 33 8 of of IN cord-346329-xwbtftju 33 9 staffed staffed JJ cord-346329-xwbtftju 33 10 hospital hospital NN cord-346329-xwbtftju 33 11 beds bed NNS cord-346329-xwbtftju 33 12 ( ( -LRB- cord-346329-xwbtftju 33 13 9 9 CD cord-346329-xwbtftju 33 14 ) ) -RRB- cord-346329-xwbtftju 33 15 . . . cord-346329-xwbtftju 34 1 The the DT cord-346329-xwbtftju 34 2 number number NN cord-346329-xwbtftju 34 3 of of IN cord-346329-xwbtftju 34 4 hospitalizations hospitalization NNS cord-346329-xwbtftju 34 5 on on IN cord-346329-xwbtftju 34 6 a a DT cord-346329-xwbtftju 34 7 daily daily JJ cord-346329-xwbtftju 34 8 basis basis NN cord-346329-xwbtftju 34 9 were be VBD cord-346329-xwbtftju 34 10 multiplied multiply VBN cord-346329-xwbtftju 34 11 by by IN cord-346329-xwbtftju 34 12 the the DT cord-346329-xwbtftju 34 13 median median JJ cord-346329-xwbtftju 34 14 LOS LOS NNP cord-346329-xwbtftju 34 15 to to TO cord-346329-xwbtftju 34 16 approximate approximate VB cord-346329-xwbtftju 34 17 the the DT cord-346329-xwbtftju 34 18 total total JJ cord-346329-xwbtftju 34 19 number number NN cord-346329-xwbtftju 34 20 of of IN cord-346329-xwbtftju 34 21 bed bed NN cord-346329-xwbtftju 34 22 days day NNS cord-346329-xwbtftju 34 23 . . . cord-346329-xwbtftju 35 1 Discharges discharge NNS cord-346329-xwbtftju 35 2 based base VBN cord-346329-xwbtftju 35 3 on on IN cord-346329-xwbtftju 35 4 LOS LOS NNP cord-346329-xwbtftju 35 5 were be VBD cord-346329-xwbtftju 35 6 subtracted subtract VBN cord-346329-xwbtftju 35 7 to to TO cord-346329-xwbtftju 35 8 estimate estimate VB cord-346329-xwbtftju 35 9 a a DT cord-346329-xwbtftju 35 10 daily daily JJ cord-346329-xwbtftju 35 11 number number NN cord-346329-xwbtftju 35 12 of of IN cord-346329-xwbtftju 35 13 hospitalized hospitalize VBN cord-346329-xwbtftju 35 14 COVID-19 covid-19 CD cord-346329-xwbtftju 35 15 patients patient NNS cord-346329-xwbtftju 35 16 . . . cord-346329-xwbtftju 36 1 The the DT cord-346329-xwbtftju 36 2 number number NN cord-346329-xwbtftju 36 3 of of IN cord-346329-xwbtftju 36 4 occupied occupy VBN cord-346329-xwbtftju 36 5 beds bed NNS cord-346329-xwbtftju 36 6 was be VBD cord-346329-xwbtftju 36 7 calculated calculate VBN cord-346329-xwbtftju 36 8 by by IN cord-346329-xwbtftju 36 9 multiplying multiply VBG cord-346329-xwbtftju 36 10 the the DT cord-346329-xwbtftju 36 11 number number NN cord-346329-xwbtftju 36 12 of of IN cord-346329-xwbtftju 36 13 staffed staffed JJ cord-346329-xwbtftju 36 14 beds bed NNS cord-346329-xwbtftju 36 15 by by IN cord-346329-xwbtftju 36 16 the the DT cord-346329-xwbtftju 36 17 pre pre JJ cord-346329-xwbtftju 36 18 - - JJ cord-346329-xwbtftju 36 19 coronavirus coronavirus JJ cord-346329-xwbtftju 36 20 occupancy occupancy NN cord-346329-xwbtftju 36 21 rate rate NN cord-346329-xwbtftju 36 22 . . . cord-346329-xwbtftju 37 1 A a DT cord-346329-xwbtftju 37 2 7day 7day NNP cord-346329-xwbtftju 37 3 moving move VBG cord-346329-xwbtftju 37 4 average average NN cord-346329-xwbtftju 37 5 was be VBD cord-346329-xwbtftju 37 6 calculated calculate VBN cord-346329-xwbtftju 37 7 by by IN cord-346329-xwbtftju 37 8 adding add VBG cord-346329-xwbtftju 37 9 the the DT cord-346329-xwbtftju 37 10 number number NN cord-346329-xwbtftju 37 11 of of IN cord-346329-xwbtftju 37 12 hospitalized hospitalize VBN cord-346329-xwbtftju 37 13 COVID-19 covid-19 CD cord-346329-xwbtftju 37 14 patients patient NNS cord-346329-xwbtftju 37 15 over over IN cord-346329-xwbtftju 37 16 each each DT cord-346329-xwbtftju 37 17 seven seven CD cord-346329-xwbtftju 37 18 - - HYPH cord-346329-xwbtftju 37 19 day day NN cord-346329-xwbtftju 37 20 window window NN cord-346329-xwbtftju 37 21 and and CC cord-346329-xwbtftju 37 22 dividing divide VBG cord-346329-xwbtftju 37 23 by by IN cord-346329-xwbtftju 37 24 the the DT cord-346329-xwbtftju 37 25 time time NN cord-346329-xwbtftju 37 26 period period NN cord-346329-xwbtftju 37 27 . . . cord-346329-xwbtftju 38 1 The the DT cord-346329-xwbtftju 38 2 threshold threshold NN cord-346329-xwbtftju 38 3 for for IN cord-346329-xwbtftju 38 4 assessing assess VBG cord-346329-xwbtftju 38 5 the the DT cord-346329-xwbtftju 38 6 passing passing NN cord-346329-xwbtftju 38 7 of of IN cord-346329-xwbtftju 38 8 a a DT cord-346329-xwbtftju 38 9 novel novel JJ cord-346329-xwbtftju 38 10 coronavirus coronavirus NN cord-346329-xwbtftju 38 11 wave wave NN cord-346329-xwbtftju 38 12 was be VBD cord-346329-xwbtftju 38 13 set set VBN cord-346329-xwbtftju 38 14 at at IN cord-346329-xwbtftju 38 15 a a DT cord-346329-xwbtftju 38 16 declining decline VBG cord-346329-xwbtftju 38 17 7-day 7-day JJ cord-346329-xwbtftju 38 18 moving move VBG cord-346329-xwbtftju 38 19 average average NN cord-346329-xwbtftju 38 20 over over IN cord-346329-xwbtftju 38 21 a a DT cord-346329-xwbtftju 38 22 14-day 14-day CD cord-346329-xwbtftju 38 23 period period NN cord-346329-xwbtftju 38 24 . . . cord-346329-xwbtftju 39 1 The the DT cord-346329-xwbtftju 39 2 moving move VBG cord-346329-xwbtftju 39 3 average average JJ cord-346329-xwbtftju 39 4 period period NN cord-346329-xwbtftju 39 5 of of IN cord-346329-xwbtftju 39 6 7-days 7-days CD cord-346329-xwbtftju 39 7 was be VBD cord-346329-xwbtftju 39 8 chosen choose VBN cord-346329-xwbtftju 39 9 to to TO cord-346329-xwbtftju 39 10 mitigate mitigate VB cord-346329-xwbtftju 39 11 daily daily RB cord-346329-xwbtftju 39 12 and and CC cord-346329-xwbtftju 39 13 weekend weekend NN cord-346329-xwbtftju 39 14 reporting report VBG cord-346329-xwbtftju 39 15 effects effect NNS cord-346329-xwbtftju 39 16 and and CC cord-346329-xwbtftju 39 17 to to TO cord-346329-xwbtftju 39 18 be be VB cord-346329-xwbtftju 39 19 consistent consistent JJ cord-346329-xwbtftju 39 20 with with IN cord-346329-xwbtftju 39 21 prior prior JJ cord-346329-xwbtftju 39 22 epidemiologic epidemiologic JJ cord-346329-xwbtftju 39 23 models model NNS cord-346329-xwbtftju 39 24 ( ( -LRB- cord-346329-xwbtftju 39 25 10 10 CD cord-346329-xwbtftju 39 26 ) ) -RRB- cord-346329-xwbtftju 39 27 ( ( -LRB- cord-346329-xwbtftju 39 28 11 11 CD cord-346329-xwbtftju 39 29 ) ) -RRB- cord-346329-xwbtftju 39 30 ( ( -LRB- cord-346329-xwbtftju 39 31 12 12 CD cord-346329-xwbtftju 39 32 ) ) -RRB- cord-346329-xwbtftju 39 33 . . . cord-346329-xwbtftju 40 1 The the DT cord-346329-xwbtftju 40 2 length length NN cord-346329-xwbtftju 40 3 of of IN cord-346329-xwbtftju 40 4 time time NN cord-346329-xwbtftju 40 5 was be VBD cord-346329-xwbtftju 40 6 chosen choose VBN cord-346329-xwbtftju 40 7 based base VBN cord-346329-xwbtftju 40 8 on on IN cord-346329-xwbtftju 40 9 the the DT cord-346329-xwbtftju 40 10 current current JJ cord-346329-xwbtftju 40 11 knowledge knowledge NN cord-346329-xwbtftju 40 12 of of IN cord-346329-xwbtftju 40 13 the the DT cord-346329-xwbtftju 40 14 high high JJ cord-346329-xwbtftju 40 15 end end NN cord-346329-xwbtftju 40 16 of of IN cord-346329-xwbtftju 40 17 the the DT cord-346329-xwbtftju 40 18 novel novel JJ cord-346329-xwbtftju 40 19 coronavirus coronavirus NN cord-346329-xwbtftju 40 20 incubation incubation NN cord-346329-xwbtftju 40 21 period period NN cord-346329-xwbtftju 40 22 ( ( -LRB- cord-346329-xwbtftju 40 23 13 13 CD cord-346329-xwbtftju 40 24 ) ) -RRB- cord-346329-xwbtftju 40 25 . . . cord-346329-xwbtftju 41 1 A a DT cord-346329-xwbtftju 41 2 further further JJ cord-346329-xwbtftju 41 3 check check NN cord-346329-xwbtftju 41 4 included include VBN cord-346329-xwbtftju 41 5 in in IN cord-346329-xwbtftju 41 6 the the DT cord-346329-xwbtftju 41 7 framework framework NN cord-346329-xwbtftju 41 8 is be VBZ cord-346329-xwbtftju 41 9 stipulation stipulation NN cord-346329-xwbtftju 41 10 that that IN cord-346329-xwbtftju 41 11 the the DT cord-346329-xwbtftju 41 12 7-day 7-day JJ cord-346329-xwbtftju 41 13 moving move VBG cord-346329-xwbtftju 41 14 average average NN cord-346329-xwbtftju 41 15 plus plus CC cord-346329-xwbtftju 41 16 the the DT cord-346329-xwbtftju 41 17 historical historical JJ cord-346329-xwbtftju 41 18 occupancy occupancy NN cord-346329-xwbtftju 41 19 level level NN cord-346329-xwbtftju 41 20 did do VBD cord-346329-xwbtftju 41 21 not not RB cord-346329-xwbtftju 41 22 exceed exceed VB cord-346329-xwbtftju 41 23 the the DT cord-346329-xwbtftju 41 24 number number NN cord-346329-xwbtftju 41 25 of of IN cord-346329-xwbtftju 41 26 staffed staffed JJ cord-346329-xwbtftju 41 27 beds bed NNS cord-346329-xwbtftju 41 28 during during IN cord-346329-xwbtftju 41 29 this this DT cord-346329-xwbtftju 41 30 window window NN cord-346329-xwbtftju 41 31 . . . cord-346329-xwbtftju 42 1 The the DT cord-346329-xwbtftju 42 2 research research NN cord-346329-xwbtftju 42 3 was be VBD cord-346329-xwbtftju 42 4 conducted conduct VBN cord-346329-xwbtftju 42 5 with with IN cord-346329-xwbtftju 42 6 de de NNP cord-346329-xwbtftju 42 7 - - VBN cord-346329-xwbtftju 42 8 identified identify VBN cord-346329-xwbtftju 42 9 publicly publicly RB cord-346329-xwbtftju 42 10 available available JJ cord-346329-xwbtftju 42 11 data datum NNS cord-346329-xwbtftju 42 12 and and CC cord-346329-xwbtftju 42 13 is be VBZ cord-346329-xwbtftju 42 14 exempt exempt JJ cord-346329-xwbtftju 42 15 from from IN cord-346329-xwbtftju 42 16 institutional institutional JJ cord-346329-xwbtftju 42 17 review review NNP cord-346329-xwbtftju 42 18 board board NNP cord-346329-xwbtftju 42 19 review review NN cord-346329-xwbtftju 42 20 . . . cord-346329-xwbtftju 43 1 All all DT cord-346329-xwbtftju 43 2 analysis analysis NN cord-346329-xwbtftju 43 3 was be VBD cord-346329-xwbtftju 43 4 conducted conduct VBN cord-346329-xwbtftju 43 5 in in IN cord-346329-xwbtftju 43 6 Microsoft Microsoft NNP cord-346329-xwbtftju 43 7 Excel Excel NNP cord-346329-xwbtftju 43 8 ( ( -LRB- cord-346329-xwbtftju 43 9 Microsoft Microsoft NNP cord-346329-xwbtftju 43 10 , , , cord-346329-xwbtftju 44 1 Inc. Inc. NNP cord-346329-xwbtftju 44 2 Redmond Redmond NNP cord-346329-xwbtftju 44 3 , , , cord-346329-xwbtftju 44 4 WA WA NNP cord-346329-xwbtftju 44 5 ) ) -RRB- cord-346329-xwbtftju 44 6 . . . cord-346329-xwbtftju 45 1 The the DT cord-346329-xwbtftju 45 2 application application NN cord-346329-xwbtftju 45 3 of of IN cord-346329-xwbtftju 45 4 this this DT cord-346329-xwbtftju 45 5 approach approach NN cord-346329-xwbtftju 45 6 to to IN cord-346329-xwbtftju 45 7 the the DT cord-346329-xwbtftju 45 8 state state NN cord-346329-xwbtftju 45 9 of of IN cord-346329-xwbtftju 45 10 Ohio Ohio NNP cord-346329-xwbtftju 45 11 found find VBD cord-346329-xwbtftju 45 12 the the DT cord-346329-xwbtftju 45 13 first first JJ cord-346329-xwbtftju 45 14 wave wave NN cord-346329-xwbtftju 45 15 of of IN cord-346329-xwbtftju 45 16 the the DT cord-346329-xwbtftju 45 17 novel novel JJ cord-346329-xwbtftju 45 18 coronavirus coronavirus NN cord-346329-xwbtftju 45 19 passed pass VBD cord-346329-xwbtftju 45 20 on on IN cord-346329-xwbtftju 45 21 April April NNP cord-346329-xwbtftju 45 22 30 30 CD cord-346329-xwbtftju 45 23 , , , cord-346329-xwbtftju 45 24 2020 2020 CD cord-346329-xwbtftju 45 25 ( ( -LRB- cord-346329-xwbtftju 45 26 Figure figure NN cord-346329-xwbtftju 45 27 1 1 CD cord-346329-xwbtftju 45 28 ) ) -RRB- cord-346329-xwbtftju 45 29 . . . cord-346329-xwbtftju 46 1 During during IN cord-346329-xwbtftju 46 2 the the DT cord-346329-xwbtftju 46 3 period period NN cord-346329-xwbtftju 46 4 of of IN cord-346329-xwbtftju 46 5 January January NNP cord-346329-xwbtftju 46 6 7 7 CD cord-346329-xwbtftju 46 7 to to IN cord-346329-xwbtftju 46 8 June June NNP cord-346329-xwbtftju 46 9 8 8 CD cord-346329-xwbtftju 46 10 , , , cord-346329-xwbtftju 46 11 2020 2020 CD cord-346329-xwbtftju 46 12 , , , cord-346329-xwbtftju 46 13 there there EX cord-346329-xwbtftju 46 14 were be VBD cord-346329-xwbtftju 46 15 6,620 6,620 CD cord-346329-xwbtftju 46 16 COVID-19 covid-19 JJ cord-346329-xwbtftju 46 17 hospitalizations hospitalization NNS cord-346329-xwbtftju 46 18 of of IN cord-346329-xwbtftju 46 19 which which WDT cord-346329-xwbtftju 46 20 624 624 CD cord-346329-xwbtftju 46 21 did do VBD cord-346329-xwbtftju 46 22 not not RB cord-346329-xwbtftju 46 23 have have VB cord-346329-xwbtftju 46 24 an an DT cord-346329-xwbtftju 46 25 associated associate VBN cord-346329-xwbtftju 46 26 admission admission NN cord-346329-xwbtftju 46 27 date date NN cord-346329-xwbtftju 46 28 ( ( -LRB- cord-346329-xwbtftju 46 29 Figure figure NN cord-346329-xwbtftju 46 30 2 2 CD cord-346329-xwbtftju 46 31 ) ) -RRB- cord-346329-xwbtftju 46 32 . . . cord-346329-xwbtftju 47 1 Based base VBN cord-346329-xwbtftju 47 2 on on IN cord-346329-xwbtftju 47 3 the the DT cord-346329-xwbtftju 47 4 median median JJ cord-346329-xwbtftju 47 5 LOS LOS NNP cord-346329-xwbtftju 47 6 of of IN cord-346329-xwbtftju 47 7 4.9 4.9 CD cord-346329-xwbtftju 47 8 days day NNS cord-346329-xwbtftju 47 9 , , , cord-346329-xwbtftju 47 10 these these DT cord-346329-xwbtftju 47 11 hospitalizations hospitalization NNS cord-346329-xwbtftju 47 12 accounted account VBD cord-346329-xwbtftju 47 13 for for IN cord-346329-xwbtftju 47 14 24,265 24,265 CD cord-346329-xwbtftju 47 15 hospital hospital NN cord-346329-xwbtftju 47 16 bed bed NN cord-346329-xwbtftju 47 17 days day NNS cord-346329-xwbtftju 47 18 ( ( -LRB- cord-346329-xwbtftju 47 19 Table table NN cord-346329-xwbtftju 47 20 1 1 CD cord-346329-xwbtftju 47 21 ) ) -RRB- cord-346329-xwbtftju 47 22 . . . cord-346329-xwbtftju 48 1 The the DT cord-346329-xwbtftju 48 2 peak peak NN cord-346329-xwbtftju 48 3 bed bed NN cord-346329-xwbtftju 48 4 utilization utilization NN cord-346329-xwbtftju 48 5 based base VBN cord-346329-xwbtftju 48 6 on on IN cord-346329-xwbtftju 48 7 the the DT cord-346329-xwbtftju 48 8 7-day 7-day JJ cord-346329-xwbtftju 48 9 moving move VBG cord-346329-xwbtftju 48 10 average average NN cord-346329-xwbtftju 48 11 occurred occur VBD cord-346329-xwbtftju 48 12 on on IN cord-346329-xwbtftju 48 13 April April NNP cord-346329-xwbtftju 48 14 9 9 CD cord-346329-xwbtftju 48 15 with with IN cord-346329-xwbtftju 48 16 4,642 4,642 CD cord-346329-xwbtftju 48 17 . . . cord-346329-xwbtftju 49 1 At at IN cord-346329-xwbtftju 49 2 the the DT cord-346329-xwbtftju 49 3 peak peak NN cord-346329-xwbtftju 49 4 , , , cord-346329-xwbtftju 49 5 COVID-19 covid-19 JJ cord-346329-xwbtftju 49 6 patients patient NNS cord-346329-xwbtftju 49 7 occupied occupy VBD cord-346329-xwbtftju 49 8 10 10 CD cord-346329-xwbtftju 49 9 % % NN cord-346329-xwbtftju 49 10 of of IN cord-346329-xwbtftju 49 11 the the DT cord-346329-xwbtftju 49 12 total total JJ cord-346329-xwbtftju 49 13 staffed staff VBN cord-346329-xwbtftju 49 14 beds bed NNS cord-346329-xwbtftju 49 15 in in IN cord-346329-xwbtftju 49 16 Ohio Ohio NNP cord-346329-xwbtftju 49 17 . . . cord-346329-xwbtftju 50 1 Combined combine VBN cord-346329-xwbtftju 50 2 with with IN cord-346329-xwbtftju 50 3 the the DT cord-346329-xwbtftju 50 4 occupancy occupancy NN cord-346329-xwbtftju 50 5 rate rate NN cord-346329-xwbtftju 50 6 , , , cord-346329-xwbtftju 50 7 ∼73 ∼73 NN cord-346329-xwbtftju 50 8 % % NN cord-346329-xwbtftju 50 9 ( ( -LRB- cord-346329-xwbtftju 50 10 24,264 24,264 CD cord-346329-xwbtftju 50 11 ) ) -RRB- cord-346329-xwbtftju 50 12 of of IN cord-346329-xwbtftju 50 13 staffed staffed JJ cord-346329-xwbtftju 50 14 beds bed NNS cord-346329-xwbtftju 50 15 would would MD cord-346329-xwbtftju 50 16 have have VB cord-346329-xwbtftju 50 17 been be VBN cord-346329-xwbtftju 50 18 in in IN cord-346329-xwbtftju 50 19 use use NN cord-346329-xwbtftju 50 20 on on IN cord-346329-xwbtftju 50 21 the the DT cord-346329-xwbtftju 50 22 peak peak NNP cord-346329-xwbtftju 50 23 day day NN cord-346329-xwbtftju 50 24 , , , cord-346329-xwbtftju 50 25 remaining remain VBG cord-346329-xwbtftju 50 26 under under IN cord-346329-xwbtftju 50 27 capacity capacity NN cord-346329-xwbtftju 50 28 . . . cord-346329-xwbtftju 51 1 The the DT cord-346329-xwbtftju 51 2 results result NNS cord-346329-xwbtftju 51 3 were be VBD cord-346329-xwbtftju 51 4 based base VBN cord-346329-xwbtftju 51 5 on on IN cord-346329-xwbtftju 51 6 an an DT cord-346329-xwbtftju 51 7 imputed imputed JJ cord-346329-xwbtftju 51 8 LOS LOS NNP cord-346329-xwbtftju 51 9 and and CC cord-346329-xwbtftju 51 10 occupancy occupancy NN cord-346329-xwbtftju 51 11 level level NN cord-346329-xwbtftju 51 12 for for IN cord-346329-xwbtftju 51 13 Ohio Ohio NNP cord-346329-xwbtftju 51 14 and and CC cord-346329-xwbtftju 51 15 were be VBD cord-346329-xwbtftju 51 16 intended intend VBN cord-346329-xwbtftju 51 17 to to TO cord-346329-xwbtftju 51 18 illustrate illustrate VB cord-346329-xwbtftju 51 19 this this DT cord-346329-xwbtftju 51 20 approach approach NN cord-346329-xwbtftju 51 21 rather rather RB cord-346329-xwbtftju 51 22 than than IN cord-346329-xwbtftju 51 23 inform inform VB cord-346329-xwbtftju 51 24 decision decision NN cord-346329-xwbtftju 51 25 making making NN cord-346329-xwbtftju 51 26 . . . cord-346329-xwbtftju 52 1 A a DT cord-346329-xwbtftju 52 2 critical critical JJ cord-346329-xwbtftju 52 3 component component NN cord-346329-xwbtftju 52 4 of of IN cord-346329-xwbtftju 52 5 monitoring monitor VBG cord-346329-xwbtftju 52 6 the the DT cord-346329-xwbtftju 52 7 novel novel JJ cord-346329-xwbtftju 52 8 coronavirus coronavirus NN cord-346329-xwbtftju 52 9 pandemic pandemic NN cord-346329-xwbtftju 52 10 is be VBZ cord-346329-xwbtftju 52 11 the the DT cord-346329-xwbtftju 52 12 availability availability NN cord-346329-xwbtftju 52 13 of of IN cord-346329-xwbtftju 52 14 reliable reliable JJ cord-346329-xwbtftju 52 15 and and CC cord-346329-xwbtftju 52 16 valid valid JJ cord-346329-xwbtftju 52 17 data datum NNS cord-346329-xwbtftju 52 18 , , , cord-346329-xwbtftju 52 19 including include VBG cord-346329-xwbtftju 52 20 data datum NNS cord-346329-xwbtftju 52 21 on on IN cord-346329-xwbtftju 52 22 the the DT cord-346329-xwbtftju 52 23 capacity capacity NN cord-346329-xwbtftju 52 24 and and CC cord-346329-xwbtftju 52 25 availability availability NN cord-346329-xwbtftju 52 26 of of IN cord-346329-xwbtftju 52 27 hospital hospital NN cord-346329-xwbtftju 52 28 - - HYPH cord-346329-xwbtftju 52 29 based base VBN cord-346329-xwbtftju 52 30 resources resource NNS cord-346329-xwbtftju 52 31 . . . cord-346329-xwbtftju 53 1 Preferably preferably RB cord-346329-xwbtftju 53 2 , , , cord-346329-xwbtftju 53 3 we -PRON- PRP cord-346329-xwbtftju 53 4 would would MD cord-346329-xwbtftju 53 5 have have VB cord-346329-xwbtftju 53 6 widespread widespread JJ cord-346329-xwbtftju 53 7 testing testing NN cord-346329-xwbtftju 53 8 data datum NNS cord-346329-xwbtftju 53 9 to to TO cord-346329-xwbtftju 53 10 inform inform VB cord-346329-xwbtftju 53 11 our -PRON- PRP$ cord-346329-xwbtftju 53 12 epidemiological epidemiological JJ cord-346329-xwbtftju 53 13 models model NNS cord-346329-xwbtftju 53 14 and and CC cord-346329-xwbtftju 53 15 provide provide VB cord-346329-xwbtftju 53 16 a a DT cord-346329-xwbtftju 53 17 leading leading JJ cord-346329-xwbtftju 53 18 indicator indicator NN cord-346329-xwbtftju 53 19 of of IN cord-346329-xwbtftju 53 20 future future JJ cord-346329-xwbtftju 53 21 demands demand NNS cord-346329-xwbtftju 53 22 of of IN cord-346329-xwbtftju 53 23 our -PRON- PRP$ cord-346329-xwbtftju 53 24 healthcare healthcare NN cord-346329-xwbtftju 53 25 system system NN cord-346329-xwbtftju 53 26 . . . cord-346329-xwbtftju 54 1 Ohio Ohio NNP cord-346329-xwbtftju 54 2 , , , cord-346329-xwbtftju 54 3 and and CC cord-346329-xwbtftju 54 4 other other JJ cord-346329-xwbtftju 54 5 states state NNS cord-346329-xwbtftju 54 6 , , , cord-346329-xwbtftju 54 7 were be VBD cord-346329-xwbtftju 54 8 forced force VBN cord-346329-xwbtftju 54 9 to to TO cord-346329-xwbtftju 54 10 prioritize prioritize VB cord-346329-xwbtftju 54 11 testing testing NN cord-346329-xwbtftju 54 12 due due IN cord-346329-xwbtftju 54 13 to to IN cord-346329-xwbtftju 54 14 lack lack NN cord-346329-xwbtftju 54 15 of of IN cord-346329-xwbtftju 54 16 availability availability NN cord-346329-xwbtftju 54 17 . . . cord-346329-xwbtftju 55 1 The the DT cord-346329-xwbtftju 55 2 prioritization prioritization NN cord-346329-xwbtftju 55 3 of of IN cord-346329-xwbtftju 55 4 limited limited JJ cord-346329-xwbtftju 55 5 COVID-19 COVID-19 NNP cord-346329-xwbtftju 55 6 tests test NNS cord-346329-xwbtftju 55 7 based base VBN cord-346329-xwbtftju 55 8 on on IN cord-346329-xwbtftju 55 9 CDC CDC NNP cord-346329-xwbtftju 55 10 guidance guidance NN cord-346329-xwbtftju 55 11 emphasized emphasize VBD cord-346329-xwbtftju 55 12 healthcare healthcare NN cord-346329-xwbtftju 55 13 workers worker NNS cord-346329-xwbtftju 55 14 first first RB cord-346329-xwbtftju 55 15 and and CC cord-346329-xwbtftju 55 16 those those DT cord-346329-xwbtftju 55 17 suspectible suspectible JJ cord-346329-xwbtftju 55 18 to to IN cord-346329-xwbtftju 55 19 the the DT cord-346329-xwbtftju 55 20 disease disease NN cord-346329-xwbtftju 55 21 second second RB cord-346329-xwbtftju 55 22 , , , cord-346329-xwbtftju 55 23 potentially potentially RB cord-346329-xwbtftju 55 24 increasing increase VBG cord-346329-xwbtftju 55 25 the the DT cord-346329-xwbtftju 55 26 spread spread NN cord-346329-xwbtftju 55 27 of of IN cord-346329-xwbtftju 55 28 the the DT cord-346329-xwbtftju 55 29 novel novel JJ cord-346329-xwbtftju 55 30 coronavirus coronavirus NN cord-346329-xwbtftju 55 31 among among IN cord-346329-xwbtftju 55 32 those those DT cord-346329-xwbtftju 55 33 most most JJS cord-346329-xwbtftju 55 34 at at IN cord-346329-xwbtftju 55 35 risk risk NN cord-346329-xwbtftju 55 36 ( ( -LRB- cord-346329-xwbtftju 55 37 18 18 CD cord-346329-xwbtftju 55 38 ) ) -RRB- cord-346329-xwbtftju 55 39 . . . cord-346329-xwbtftju 56 1 The the DT cord-346329-xwbtftju 56 2 combination combination NN cord-346329-xwbtftju 56 3 of of IN cord-346329-xwbtftju 56 4 widespread widespread JJ cord-346329-xwbtftju 56 5 community community NN cord-346329-xwbtftju 56 6 transmission transmission NN cord-346329-xwbtftju 56 7 and and CC cord-346329-xwbtftju 56 8 lack lack NN cord-346329-xwbtftju 56 9 of of IN cord-346329-xwbtftju 56 10 testing testing NN cord-346329-xwbtftju 56 11 kits kit NNS cord-346329-xwbtftju 56 12 prevented prevent VBD cord-346329-xwbtftju 56 13 us -PRON- PRP cord-346329-xwbtftju 56 14 from from IN cord-346329-xwbtftju 56 15 having have VBG cord-346329-xwbtftju 56 16 a a DT cord-346329-xwbtftju 56 17 clear clear JJ cord-346329-xwbtftju 56 18 understanding understanding NN cord-346329-xwbtftju 56 19 of of IN cord-346329-xwbtftju 56 20 the the DT cord-346329-xwbtftju 56 21 novel novel JJ cord-346329-xwbtftju 56 22 coronavirus coronavirus NN cord-346329-xwbtftju 56 23 spread spread VBD cord-346329-xwbtftju 56 24 , , , cord-346329-xwbtftju 56 25 including include VBG cord-346329-xwbtftju 56 26 those those DT cord-346329-xwbtftju 56 27 most most JJS cord-346329-xwbtftju 56 28 at at IN cord-346329-xwbtftju 56 29 risk risk NN cord-346329-xwbtftju 56 30 for for IN cord-346329-xwbtftju 56 31 requiring require VBG cord-346329-xwbtftju 56 32 intensive intensive JJ cord-346329-xwbtftju 56 33 care care NN cord-346329-xwbtftju 56 34 . . . cord-346329-xwbtftju 57 1 In in IN cord-346329-xwbtftju 57 2 the the DT cord-346329-xwbtftju 57 3 absence absence NN cord-346329-xwbtftju 57 4 of of IN cord-346329-xwbtftju 57 5 wide wide JJ cord-346329-xwbtftju 57 6 spread spread NN cord-346329-xwbtftju 57 7 testing testing NN cord-346329-xwbtftju 57 8 prior prior RB cord-346329-xwbtftju 57 9 to to IN cord-346329-xwbtftju 57 10 or or CC cord-346329-xwbtftju 57 11 at at IN cord-346329-xwbtftju 57 12 the the DT cord-346329-xwbtftju 57 13 initial initial JJ cord-346329-xwbtftju 57 14 onset onset NN cord-346329-xwbtftju 57 15 of of IN cord-346329-xwbtftju 57 16 the the DT cord-346329-xwbtftju 57 17 epidemic epidemic NN cord-346329-xwbtftju 57 18 , , , cord-346329-xwbtftju 57 19 hospitalizations hospitalization NNS cord-346329-xwbtftju 57 20 and and CC cord-346329-xwbtftju 57 21 hospital hospital NN cord-346329-xwbtftju 57 22 utilization utilization NN cord-346329-xwbtftju 57 23 become become VBP cord-346329-xwbtftju 57 24 the the DT cord-346329-xwbtftju 57 25 second second RB cord-346329-xwbtftju 57 26 - - HYPH cord-346329-xwbtftju 57 27 best good JJS cord-346329-xwbtftju 57 28 indicator indicator NN cord-346329-xwbtftju 57 29 to to TO cord-346329-xwbtftju 57 30 monitor monitor VB cord-346329-xwbtftju 57 31 the the DT cord-346329-xwbtftju 57 32 severity severity NN cord-346329-xwbtftju 57 33 and and CC cord-346329-xwbtftju 57 34 progression progression NN cord-346329-xwbtftju 57 35 of of IN cord-346329-xwbtftju 57 36 the the DT cord-346329-xwbtftju 57 37 novel novel JJ cord-346329-xwbtftju 57 38 coronavirus coronavirus NN cord-346329-xwbtftju 57 39 . . . cord-346329-xwbtftju 58 1 Hospital hospital NN cord-346329-xwbtftju 58 2 utilization utilization NN cord-346329-xwbtftju 58 3 must must MD cord-346329-xwbtftju 58 4 be be VB cord-346329-xwbtftju 58 5 monitored monitor VBN cord-346329-xwbtftju 58 6 to to TO cord-346329-xwbtftju 58 7 ensure ensure VB cord-346329-xwbtftju 58 8 that that IN cord-346329-xwbtftju 58 9 the the DT cord-346329-xwbtftju 58 10 hospitalization hospitalization NN cord-346329-xwbtftju 58 11 raw raw JJ cord-346329-xwbtftju 58 12 numbers number NNS cord-346329-xwbtftju 58 13 do do VBP cord-346329-xwbtftju 58 14 not not RB cord-346329-xwbtftju 58 15 become become VB cord-346329-xwbtftju 58 16 truncated truncated JJ cord-346329-xwbtftju 58 17 . . . cord-346329-xwbtftju 59 1 Once once IN cord-346329-xwbtftju 59 2 hospitals hospital NNS cord-346329-xwbtftju 59 3 approach approach VBP cord-346329-xwbtftju 59 4 maximum maximum JJ cord-346329-xwbtftju 59 5 capacity capacity NN cord-346329-xwbtftju 59 6 , , , cord-346329-xwbtftju 59 7 the the DT cord-346329-xwbtftju 59 8 hospital hospital NN cord-346329-xwbtftju 59 9 's 's POS cord-346329-xwbtftju 59 10 decision decision NN cord-346329-xwbtftju 59 11 to to TO cord-346329-xwbtftju 59 12 triage triage VB cord-346329-xwbtftju 59 13 and and CC cord-346329-xwbtftju 59 14 an an DT cord-346329-xwbtftju 59 15 individual individual NN cord-346329-xwbtftju 59 16 's 's POS cord-346329-xwbtftju 59 17 decision decision NN cord-346329-xwbtftju 59 18 to to TO cord-346329-xwbtftju 59 19 seek seek VB cord-346329-xwbtftju 59 20 care care NN cord-346329-xwbtftju 59 21 elsewhere elsewhere RB cord-346329-xwbtftju 59 22 or or CC cord-346329-xwbtftju 59 23 stay stay VB cord-346329-xwbtftju 59 24 at at IN cord-346329-xwbtftju 59 25 home home NN cord-346329-xwbtftju 59 26 will will MD cord-346329-xwbtftju 59 27 introduce introduce VB cord-346329-xwbtftju 59 28 bias bias NN cord-346329-xwbtftju 59 29 into into IN cord-346329-xwbtftju 59 30 the the DT cord-346329-xwbtftju 59 31 data data NN cord-346329-xwbtftju 59 32 measure measure NN cord-346329-xwbtftju 59 33 . . . cord-346329-xwbtftju 60 1 This this DT cord-346329-xwbtftju 60 2 necessity necessity NN cord-346329-xwbtftju 60 3 to to TO cord-346329-xwbtftju 60 4 avoid avoid VB cord-346329-xwbtftju 60 5 a a DT cord-346329-xwbtftju 60 6 biased biased JJ cord-346329-xwbtftju 60 7 indicator indicator NN cord-346329-xwbtftju 60 8 was be VBD cord-346329-xwbtftju 60 9 the the DT cord-346329-xwbtftju 60 10 motivating motivating JJ cord-346329-xwbtftju 60 11 reason reason NN cord-346329-xwbtftju 60 12 to to TO cord-346329-xwbtftju 60 13 track track VB cord-346329-xwbtftju 60 14 hospitalizations hospitalization NNS cord-346329-xwbtftju 60 15 in in IN cord-346329-xwbtftju 60 16 the the DT cord-346329-xwbtftju 60 17 first first JJ cord-346329-xwbtftju 60 18 place place NN cord-346329-xwbtftju 60 19 . . . cord-346329-xwbtftju 61 1 In in IN cord-346329-xwbtftju 61 2 geographic geographic JJ cord-346329-xwbtftju 61 3 regions region NNS cord-346329-xwbtftju 61 4 that that WDT cord-346329-xwbtftju 61 5 are be VBP cord-346329-xwbtftju 61 6 approaching approach VBG cord-346329-xwbtftju 61 7 capacity capacity NN cord-346329-xwbtftju 61 8 or or CC cord-346329-xwbtftju 61 9 where where WRB cord-346329-xwbtftju 61 10 hospitals hospital NNS cord-346329-xwbtftju 61 11 are be VBP cord-346329-xwbtftju 61 12 already already RB cord-346329-xwbtftju 61 13 at at IN cord-346329-xwbtftju 61 14 maximum maximum JJ cord-346329-xwbtftju 61 15 utilization utilization NN cord-346329-xwbtftju 61 16 , , , cord-346329-xwbtftju 61 17 hospitalizations hospitalization NNS cord-346329-xwbtftju 61 18 may may MD cord-346329-xwbtftju 61 19 be be VB cord-346329-xwbtftju 61 20 less less RBR cord-346329-xwbtftju 61 21 indicative indicative JJ cord-346329-xwbtftju 61 22 of of IN cord-346329-xwbtftju 61 23 COVID-19 COVID-19 NNP cord-346329-xwbtftju 61 24 's 's POS cord-346329-xwbtftju 61 25 prevalence prevalence NN cord-346329-xwbtftju 61 26 . . . cord-346329-xwbtftju 62 1 If if IN cord-346329-xwbtftju 62 2 this this DT cord-346329-xwbtftju 62 3 stage stage NN cord-346329-xwbtftju 62 4 is be VBZ cord-346329-xwbtftju 62 5 reached reach VBN cord-346329-xwbtftju 62 6 however however RB cord-346329-xwbtftju 62 7 , , , cord-346329-xwbtftju 62 8 any any DT cord-346329-xwbtftju 62 9 discussion discussion NN cord-346329-xwbtftju 62 10 about about IN cord-346329-xwbtftju 62 11 opening open VBG cord-346329-xwbtftju 62 12 up up RP cord-346329-xwbtftju 62 13 hospitals hospital NNS cord-346329-xwbtftju 62 14 for for IN cord-346329-xwbtftju 62 15 elective elective JJ cord-346329-xwbtftju 62 16 procedures procedure NNS cord-346329-xwbtftju 62 17 is be VBZ cord-346329-xwbtftju 62 18 moot moot JJ cord-346329-xwbtftju 62 19 . . . cord-346329-xwbtftju 63 1 Using use VBG cord-346329-xwbtftju 63 2 a a DT cord-346329-xwbtftju 63 3 novel novel JJ cord-346329-xwbtftju 63 4 data datum NNS cord-346329-xwbtftju 63 5 set set VBN cord-346329-xwbtftju 63 6 from from IN cord-346329-xwbtftju 63 7 Ohio Ohio NNP cord-346329-xwbtftju 63 8 , , , cord-346329-xwbtftju 63 9 this this DT cord-346329-xwbtftju 63 10 proposed propose VBN cord-346329-xwbtftju 63 11 framework framework NN cord-346329-xwbtftju 63 12 provided provide VBD cord-346329-xwbtftju 63 13 a a DT cord-346329-xwbtftju 63 14 means means NN cord-346329-xwbtftju 63 15 to to TO cord-346329-xwbtftju 63 16 illustrate illustrate VB cord-346329-xwbtftju 63 17 the the DT cord-346329-xwbtftju 63 18 monitoring monitoring NN cord-346329-xwbtftju 63 19 and and CC cord-346329-xwbtftju 63 20 severity severity NN cord-346329-xwbtftju 63 21 of of IN cord-346329-xwbtftju 63 22 the the DT cord-346329-xwbtftju 63 23 novel novel JJ cord-346329-xwbtftju 63 24 coronavirus coronavirus NN cord-346329-xwbtftju 63 25 while while IN cord-346329-xwbtftju 63 26 adjusting adjust VBG cord-346329-xwbtftju 63 27 for for IN cord-346329-xwbtftju 63 28 daily daily JJ cord-346329-xwbtftju 63 29 fluctuations fluctuation NNS cord-346329-xwbtftju 63 30 in in IN cord-346329-xwbtftju 63 31 the the DT cord-346329-xwbtftju 63 32 data datum NNS cord-346329-xwbtftju 63 33 . . . cord-346329-xwbtftju 64 1 Our -PRON- PRP$ cord-346329-xwbtftju 64 2 threshold threshold NN cord-346329-xwbtftju 64 3 of of IN cord-346329-xwbtftju 64 4 a a DT cord-346329-xwbtftju 64 5 declining decline VBG cord-346329-xwbtftju 64 6 7-day 7-day JJ cord-346329-xwbtftju 64 7 moving move VBG cord-346329-xwbtftju 64 8 average average NN cord-346329-xwbtftju 64 9 over over IN cord-346329-xwbtftju 64 10 a a DT cord-346329-xwbtftju 64 11 14-day 14-day CD cord-346329-xwbtftju 64 12 period period NN cord-346329-xwbtftju 64 13 , , , cord-346329-xwbtftju 64 14 " " '' cord-346329-xwbtftju 64 15 7&14 7&14 CD cord-346329-xwbtftju 64 16 , , , cord-346329-xwbtftju 64 17 " " '' cord-346329-xwbtftju 64 18 provided provide VBD cord-346329-xwbtftju 64 19 a a DT cord-346329-xwbtftju 64 20 conservative conservative JJ cord-346329-xwbtftju 64 21 threshold threshold NN cord-346329-xwbtftju 64 22 for for IN cord-346329-xwbtftju 64 23 informing inform VBG cord-346329-xwbtftju 64 24 public public JJ cord-346329-xwbtftju 64 25 policy policy NN cord-346329-xwbtftju 64 26 decisions decision NNS cord-346329-xwbtftju 64 27 , , , cord-346329-xwbtftju 64 28 such such JJ cord-346329-xwbtftju 64 29 as as IN cord-346329-xwbtftju 64 30 access access NN cord-346329-xwbtftju 64 31 to to IN cord-346329-xwbtftju 64 32 healthcare healthcare NN cord-346329-xwbtftju 64 33 services service NNS cord-346329-xwbtftju 64 34 , , , cord-346329-xwbtftju 64 35 regarding regard VBG cord-346329-xwbtftju 64 36 the the DT cord-346329-xwbtftju 64 37 novel novel JJ cord-346329-xwbtftju 64 38 coronavirus coronavirus NN cord-346329-xwbtftju 64 39 pandemic pandemic NN cord-346329-xwbtftju 64 40 . . . cord-346329-xwbtftju 65 1 Our -PRON- PRP$ cord-346329-xwbtftju 65 2 approach approach NN cord-346329-xwbtftju 65 3 is be VBZ cord-346329-xwbtftju 65 4 broadly broadly RB cord-346329-xwbtftju 65 5 consistent consistent JJ cord-346329-xwbtftju 65 6 with with IN cord-346329-xwbtftju 65 7 the the DT cord-346329-xwbtftju 65 8 work work NN cord-346329-xwbtftju 65 9 of of IN cord-346329-xwbtftju 65 10 the the DT cord-346329-xwbtftju 65 11 University University NNP cord-346329-xwbtftju 65 12 of of IN cord-346329-xwbtftju 65 13 Minnesota Minnesota NNP cord-346329-xwbtftju 65 14 ( ( -LRB- cord-346329-xwbtftju 65 15 UM um UH cord-346329-xwbtftju 65 16 ) ) -RRB- cord-346329-xwbtftju 65 17 , , , cord-346329-xwbtftju 65 18 Carlson Carlson NNP cord-346329-xwbtftju 65 19 School School NNP cord-346329-xwbtftju 65 20 of of IN cord-346329-xwbtftju 65 21 Management Management NNP cord-346329-xwbtftju 65 22 ( ( -LRB- cord-346329-xwbtftju 65 23 19 19 CD cord-346329-xwbtftju 65 24 ) ) -RRB- cord-346329-xwbtftju 65 25 . . . cord-346329-xwbtftju 66 1 The the DT cord-346329-xwbtftju 66 2 UM UM NNP cord-346329-xwbtftju 66 3 initiated initiate VBD cord-346329-xwbtftju 66 4 a a DT cord-346329-xwbtftju 66 5 COVID-19 COVID-19 NNP cord-346329-xwbtftju 66 6 Hospitalization Hospitalization NNP cord-346329-xwbtftju 66 7 Tracking Tracking NNP cord-346329-xwbtftju 66 8 Project Project NNP cord-346329-xwbtftju 66 9 , , , cord-346329-xwbtftju 66 10 and and CC cord-346329-xwbtftju 66 11 our -PRON- PRP$ cord-346329-xwbtftju 66 12 work work NN cord-346329-xwbtftju 66 13 expands expand VBZ cord-346329-xwbtftju 66 14 upon upon IN cord-346329-xwbtftju 66 15 the the DT cord-346329-xwbtftju 66 16 efforts effort NNS cord-346329-xwbtftju 66 17 of of IN cord-346329-xwbtftju 66 18 UM UM NNP cord-346329-xwbtftju 66 19 by by IN cord-346329-xwbtftju 66 20 incorporating incorporate VBG cord-346329-xwbtftju 66 21 hospital hospital NN cord-346329-xwbtftju 66 22 capacity capacity NN cord-346329-xwbtftju 66 23 and and CC cord-346329-xwbtftju 66 24 providing provide VBG cord-346329-xwbtftju 66 25 a a DT cord-346329-xwbtftju 66 26 means means NN cord-346329-xwbtftju 66 27 to to TO cord-346329-xwbtftju 66 28 assess assess VB cord-346329-xwbtftju 66 29 the the DT cord-346329-xwbtftju 66 30 ongoing ongoing JJ cord-346329-xwbtftju 66 31 epidemic epidemic NN cord-346329-xwbtftju 66 32 . . . cord-346329-xwbtftju 67 1 Baker Baker NNP cord-346329-xwbtftju 67 2 et et NNP cord-346329-xwbtftju 67 3 al al NNP cord-346329-xwbtftju 67 4 . . . cord-346329-xwbtftju 68 1 ( ( -LRB- cord-346329-xwbtftju 68 2 20 20 CD cord-346329-xwbtftju 68 3 ) ) -RRB- cord-346329-xwbtftju 68 4 proposed propose VBD cord-346329-xwbtftju 68 5 an an DT cord-346329-xwbtftju 68 6 approach approach NN cord-346329-xwbtftju 68 7 for for IN cord-346329-xwbtftju 68 8 tracking track VBG cord-346329-xwbtftju 68 9 influenza influenza NN cord-346329-xwbtftju 68 10 intensive intensive JJ cord-346329-xwbtftju 68 11 care care NN cord-346329-xwbtftju 68 12 unit unit NN cord-346329-xwbtftju 68 13 bed bed NN cord-346329-xwbtftju 68 14 utilization utilization NN cord-346329-xwbtftju 68 15 to to TO cord-346329-xwbtftju 68 16 monitor monitor VB cord-346329-xwbtftju 68 17 severity severity NN cord-346329-xwbtftju 68 18 of of IN cord-346329-xwbtftju 68 19 the the DT cord-346329-xwbtftju 68 20 influenza influenza NN cord-346329-xwbtftju 68 21 season season NN cord-346329-xwbtftju 68 22 ( ( -LRB- cord-346329-xwbtftju 68 23 20 20 CD cord-346329-xwbtftju 68 24 ) ) -RRB- cord-346329-xwbtftju 68 25 . . . cord-346329-xwbtftju 69 1 However however RB cord-346329-xwbtftju 69 2 , , , cord-346329-xwbtftju 69 3 many many JJ cord-346329-xwbtftju 69 4 states state NNS cord-346329-xwbtftju 69 5 are be VBP cord-346329-xwbtftju 69 6 not not RB cord-346329-xwbtftju 69 7 reporting report VBG cord-346329-xwbtftju 69 8 hospitalizations hospitalization NNS cord-346329-xwbtftju 69 9 reliably reliably RB cord-346329-xwbtftju 69 10 or or CC cord-346329-xwbtftju 69 11 at at RB cord-346329-xwbtftju 69 12 all all RB cord-346329-xwbtftju 69 13 , , , cord-346329-xwbtftju 69 14 let let VB cord-346329-xwbtftju 69 15 alone alone RB cord-346329-xwbtftju 69 16 intensive intensive JJ cord-346329-xwbtftju 69 17 care care NN cord-346329-xwbtftju 69 18 beds bed NNS cord-346329-xwbtftju 69 19 to to TO cord-346329-xwbtftju 69 20 provide provide VB cord-346329-xwbtftju 69 21 usual usual JJ cord-346329-xwbtftju 69 22 information information NN cord-346329-xwbtftju 69 23 that that WDT cord-346329-xwbtftju 69 24 can can MD cord-346329-xwbtftju 69 25 be be VB cord-346329-xwbtftju 69 26 aggregated aggregate VBN cord-346329-xwbtftju 69 27 . . . cord-346329-xwbtftju 70 1 The the DT cord-346329-xwbtftju 70 2 proposed proposed JJ cord-346329-xwbtftju 70 3 " " `` cord-346329-xwbtftju 70 4 7&14 7&14 CD cord-346329-xwbtftju 70 5 " " '' cord-346329-xwbtftju 70 6 framework framework NN cord-346329-xwbtftju 70 7 has have VBZ cord-346329-xwbtftju 70 8 two two CD cord-346329-xwbtftju 70 9 key key JJ cord-346329-xwbtftju 70 10 advantages advantage NNS cord-346329-xwbtftju 70 11 . . . cord-346329-xwbtftju 71 1 First first RB cord-346329-xwbtftju 71 2 , , , cord-346329-xwbtftju 71 3 it -PRON- PRP cord-346329-xwbtftju 71 4 can can MD cord-346329-xwbtftju 71 5 be be VB cord-346329-xwbtftju 71 6 implemented implement VBN cord-346329-xwbtftju 71 7 at at IN cord-346329-xwbtftju 71 8 the the DT cord-346329-xwbtftju 71 9 individual individual JJ cord-346329-xwbtftju 71 10 hospital hospital NN cord-346329-xwbtftju 71 11 level level NN cord-346329-xwbtftju 71 12 and and CC cord-346329-xwbtftju 71 13 aggregated aggregate VBN cord-346329-xwbtftju 71 14 by by IN cord-346329-xwbtftju 71 15 geographic geographic JJ cord-346329-xwbtftju 71 16 regions region NNS cord-346329-xwbtftju 71 17 , , , cord-346329-xwbtftju 71 18 including include VBG cord-346329-xwbtftju 71 19 other other JJ cord-346329-xwbtftju 71 20 countries country NNS cord-346329-xwbtftju 71 21 . . . cord-346329-xwbtftju 72 1 It -PRON- PRP cord-346329-xwbtftju 72 2 requires require VBZ cord-346329-xwbtftju 72 3 three three CD cord-346329-xwbtftju 72 4 data datum NNS cord-346329-xwbtftju 72 5 inputs input NNS cord-346329-xwbtftju 72 6 , , , cord-346329-xwbtftju 72 7 hospitalizations hospitalization NNS cord-346329-xwbtftju 72 8 , , , cord-346329-xwbtftju 72 9 LOS LOS NNP cord-346329-xwbtftju 72 10 , , , cord-346329-xwbtftju 72 11 and and CC cord-346329-xwbtftju 72 12 occupancy occupancy NN cord-346329-xwbtftju 72 13 . . . cord-346329-xwbtftju 73 1 Second second RB cord-346329-xwbtftju 73 2 , , , cord-346329-xwbtftju 73 3 one one CD cord-346329-xwbtftju 73 4 of of IN cord-346329-xwbtftju 73 5 the the DT cord-346329-xwbtftju 73 6 inherent inherent JJ cord-346329-xwbtftju 73 7 benefits benefit NNS cord-346329-xwbtftju 73 8 of of IN cord-346329-xwbtftju 73 9 using use VBG cord-346329-xwbtftju 73 10 a a DT cord-346329-xwbtftju 73 11 moving move VBG cord-346329-xwbtftju 73 12 average average NN cord-346329-xwbtftju 73 13 is be VBZ cord-346329-xwbtftju 73 14 to to TO cord-346329-xwbtftju 73 15 smooth smooth VB cord-346329-xwbtftju 73 16 out out RP cord-346329-xwbtftju 73 17 random random JJ cord-346329-xwbtftju 73 18 short short JJ cord-346329-xwbtftju 73 19 - - HYPH cord-346329-xwbtftju 73 20 term term NN cord-346329-xwbtftju 73 21 fluctuations fluctuation NNS cord-346329-xwbtftju 73 22 in in IN cord-346329-xwbtftju 73 23 daily daily JJ cord-346329-xwbtftju 73 24 hospitalizations hospitalization NNS cord-346329-xwbtftju 73 25 . . . cord-346329-xwbtftju 74 1 These these DT cord-346329-xwbtftju 74 2 two two CD cord-346329-xwbtftju 74 3 attributes attribute NNS cord-346329-xwbtftju 74 4 combined combine VBN cord-346329-xwbtftju 74 5 creates create VBZ cord-346329-xwbtftju 74 6 an an DT cord-346329-xwbtftju 74 7 easy easy JJ cord-346329-xwbtftju 74 8 to to TO cord-346329-xwbtftju 74 9 understand understand VB cord-346329-xwbtftju 74 10 dashboard dashboard NN cord-346329-xwbtftju 74 11 at at IN cord-346329-xwbtftju 74 12 the the DT cord-346329-xwbtftju 74 13 chosen choose VBN cord-346329-xwbtftju 74 14 level level NN cord-346329-xwbtftju 74 15 of of IN cord-346329-xwbtftju 74 16 analysis analysis NN cord-346329-xwbtftju 74 17 to to TO cord-346329-xwbtftju 74 18 assess assess VB cord-346329-xwbtftju 74 19 the the DT cord-346329-xwbtftju 74 20 severity severity NN cord-346329-xwbtftju 74 21 and and CC cord-346329-xwbtftju 74 22 spread spread NN cord-346329-xwbtftju 74 23 of of IN cord-346329-xwbtftju 74 24 the the DT cord-346329-xwbtftju 74 25 novel novel JJ cord-346329-xwbtftju 74 26 coronavirus coronavirus NN cord-346329-xwbtftju 74 27 epidemic epidemic NN cord-346329-xwbtftju 74 28 . . . cord-346329-xwbtftju 75 1 If if IN cord-346329-xwbtftju 75 2 or or CC cord-346329-xwbtftju 75 3 when when WRB cord-346329-xwbtftju 75 4 additional additional JJ cord-346329-xwbtftju 75 5 healthcare healthcare NN cord-346329-xwbtftju 75 6 system system NN cord-346329-xwbtftju 75 7 supply supply NN cord-346329-xwbtftju 75 8 data data NN cord-346329-xwbtftju 75 9 becomes become VBZ cord-346329-xwbtftju 75 10 available available JJ cord-346329-xwbtftju 75 11 ( ( -LRB- cord-346329-xwbtftju 75 12 i.e. i.e. FW cord-346329-xwbtftju 75 13 , , , cord-346329-xwbtftju 75 14 intensive intensive JJ cord-346329-xwbtftju 75 15 care care NN cord-346329-xwbtftju 75 16 bed bed NN cord-346329-xwbtftju 75 17 utilization utilization NN cord-346329-xwbtftju 75 18 ) ) -RRB- cord-346329-xwbtftju 75 19 , , , cord-346329-xwbtftju 75 20 this this DT cord-346329-xwbtftju 75 21 approach approach NN cord-346329-xwbtftju 75 22 can can MD cord-346329-xwbtftju 75 23 easily easily RB cord-346329-xwbtftju 75 24 be be VB cord-346329-xwbtftju 75 25 expanded expand VBN cord-346329-xwbtftju 75 26 . . . cord-346329-xwbtftju 76 1 The the DT cord-346329-xwbtftju 76 2 approach approach NN cord-346329-xwbtftju 76 3 outlined outline VBD cord-346329-xwbtftju 76 4 presumes presume VBZ cord-346329-xwbtftju 76 5 that that IN cord-346329-xwbtftju 76 6 a a DT cord-346329-xwbtftju 76 7 symptomatic symptomatic JJ cord-346329-xwbtftju 76 8 patient patient NN cord-346329-xwbtftju 76 9 presenting present VBG cord-346329-xwbtftju 76 10 at at IN cord-346329-xwbtftju 76 11 the the DT cord-346329-xwbtftju 76 12 hospital hospital NN cord-346329-xwbtftju 76 13 will will MD cord-346329-xwbtftju 76 14 be be VB cord-346329-xwbtftju 76 15 admitted admit VBN cord-346329-xwbtftju 76 16 and and CC cord-346329-xwbtftju 76 17 diagnosed diagnose VBN cord-346329-xwbtftju 76 18 as as IN cord-346329-xwbtftju 76 19 probable probable JJ cord-346329-xwbtftju 76 20 or or CC cord-346329-xwbtftju 76 21 confirmed confirm VBD cord-346329-xwbtftju 76 22 COVID-19 COVID-19 NNP cord-346329-xwbtftju 76 23 postive postive JJ cord-346329-xwbtftju 76 24 . . . cord-346329-xwbtftju 77 1 Second second RB cord-346329-xwbtftju 77 2 , , , cord-346329-xwbtftju 77 3 patients patient NNS cord-346329-xwbtftju 77 4 will will MD cord-346329-xwbtftju 77 5 remain remain VB cord-346329-xwbtftju 77 6 hospitalized hospitalize VBN cord-346329-xwbtftju 77 7 until until IN cord-346329-xwbtftju 77 8 they -PRON- PRP cord-346329-xwbtftju 77 9 no no RB cord-346329-xwbtftju 77 10 longer longer RB cord-346329-xwbtftju 77 11 require require VBP cord-346329-xwbtftju 77 12 acute acute JJ cord-346329-xwbtftju 77 13 care care NN cord-346329-xwbtftju 77 14 services service NNS cord-346329-xwbtftju 77 15 . . . cord-346329-xwbtftju 78 1 If if IN cord-346329-xwbtftju 78 2 patients patient NNS cord-346329-xwbtftju 78 3 were be VBD cord-346329-xwbtftju 78 4 to to TO cord-346329-xwbtftju 78 5 be be VB cord-346329-xwbtftju 78 6 discharged discharge VBN cord-346329-xwbtftju 78 7 while while IN cord-346329-xwbtftju 78 8 still still RB cord-346329-xwbtftju 78 9 contagious contagious JJ cord-346329-xwbtftju 78 10 , , , cord-346329-xwbtftju 78 11 it -PRON- PRP cord-346329-xwbtftju 78 12 may may MD cord-346329-xwbtftju 78 13 increase increase VB cord-346329-xwbtftju 78 14 the the DT cord-346329-xwbtftju 78 15 rate rate NN cord-346329-xwbtftju 78 16 of of IN cord-346329-xwbtftju 78 17 community community NN cord-346329-xwbtftju 78 18 spread spread VBP cord-346329-xwbtftju 78 19 requiring require VBG cord-346329-xwbtftju 78 20 further further JJ cord-346329-xwbtftju 78 21 hospital hospital NN cord-346329-xwbtftju 78 22 capacity capacity NN cord-346329-xwbtftju 78 23 . . . cord-346329-xwbtftju 79 1 Similarly similarly RB cord-346329-xwbtftju 79 2 , , , cord-346329-xwbtftju 79 3 if if IN cord-346329-xwbtftju 79 4 patients patient NNS cord-346329-xwbtftju 79 5 remain remain VBP cord-346329-xwbtftju 79 6 hospitalized hospitalize VBN cord-346329-xwbtftju 79 7 until until IN cord-346329-xwbtftju 79 8 they -PRON- PRP cord-346329-xwbtftju 79 9 are be VBP cord-346329-xwbtftju 79 10 no no RB cord-346329-xwbtftju 79 11 longer long RBR cord-346329-xwbtftju 79 12 contagious contagious JJ cord-346329-xwbtftju 79 13 , , , cord-346329-xwbtftju 79 14 there there EX cord-346329-xwbtftju 79 15 will will MD cord-346329-xwbtftju 79 16 be be VB cord-346329-xwbtftju 79 17 increased increase VBN cord-346329-xwbtftju 79 18 occupancy occupancy NN cord-346329-xwbtftju 79 19 . . . cord-346329-xwbtftju 80 1 In in IN cord-346329-xwbtftju 80 2 either either DT cord-346329-xwbtftju 80 3 case case NN cord-346329-xwbtftju 80 4 , , , cord-346329-xwbtftju 80 5 the the DT cord-346329-xwbtftju 80 6 " " `` cord-346329-xwbtftju 80 7 7&14 7&14 CD cord-346329-xwbtftju 80 8 " " '' cord-346329-xwbtftju 80 9 approach approach NN cord-346329-xwbtftju 80 10 outlined outline VBD cord-346329-xwbtftju 80 11 combining combine VBG cord-346329-xwbtftju 80 12 hospitalizations hospitalization NNS cord-346329-xwbtftju 80 13 and and CC cord-346329-xwbtftju 80 14 utilizations utilization NNS cord-346329-xwbtftju 80 15 can can MD cord-346329-xwbtftju 80 16 aid aid VB cord-346329-xwbtftju 80 17 policy policy NN cord-346329-xwbtftju 80 18 makers maker NNS cord-346329-xwbtftju 80 19 . . . cord-346329-xwbtftju 81 1 The the DT cord-346329-xwbtftju 81 2 proposed proposed JJ cord-346329-xwbtftju 81 3 " " `` cord-346329-xwbtftju 81 4 7&14 7&14 CD cord-346329-xwbtftju 81 5 " " '' cord-346329-xwbtftju 81 6 approach approach NN cord-346329-xwbtftju 81 7 , , , cord-346329-xwbtftju 81 8 leveraging leverage VBG cord-346329-xwbtftju 81 9 hospitalizations hospitalization NNS cord-346329-xwbtftju 81 10 and and CC cord-346329-xwbtftju 81 11 hospital hospital NN cord-346329-xwbtftju 81 12 utilization utilization NN cord-346329-xwbtftju 81 13 , , , cord-346329-xwbtftju 81 14 may may MD cord-346329-xwbtftju 81 15 not not RB cord-346329-xwbtftju 81 16 be be VB cord-346329-xwbtftju 81 17 the the DT cord-346329-xwbtftju 81 18 ideal ideal JJ cord-346329-xwbtftju 81 19 method method NN cord-346329-xwbtftju 81 20 of of IN cord-346329-xwbtftju 81 21 monitoring monitor VBG cord-346329-xwbtftju 81 22 the the DT cord-346329-xwbtftju 81 23 novel novel JJ cord-346329-xwbtftju 81 24 coronavirus coronavirus NN cord-346329-xwbtftju 81 25 epidemic epidemic NN cord-346329-xwbtftju 81 26 . . . cord-346329-xwbtftju 82 1 The the DT cord-346329-xwbtftju 82 2 ideal ideal JJ cord-346329-xwbtftju 82 3 method method NN cord-346329-xwbtftju 82 4 would would MD cord-346329-xwbtftju 82 5 include include VB cord-346329-xwbtftju 82 6 a a DT cord-346329-xwbtftju 82 7 robust robust JJ cord-346329-xwbtftju 82 8 testing testing NN cord-346329-xwbtftju 82 9 and and CC cord-346329-xwbtftju 82 10 contact contact NN cord-346329-xwbtftju 82 11 tracing trace VBG cord-346329-xwbtftju 82 12 strategy strategy NN cord-346329-xwbtftju 82 13 at at IN cord-346329-xwbtftju 82 14 the the DT cord-346329-xwbtftju 82 15 onset onset NN cord-346329-xwbtftju 82 16 or or CC cord-346329-xwbtftju 82 17 prior prior RB cord-346329-xwbtftju 82 18 to to IN cord-346329-xwbtftju 82 19 community community NN cord-346329-xwbtftju 82 20 transmission transmission NN cord-346329-xwbtftju 82 21 similar similar JJ cord-346329-xwbtftju 82 22 to to IN cord-346329-xwbtftju 82 23 South South NNP cord-346329-xwbtftju 82 24 Korea Korea NNP cord-346329-xwbtftju 82 25 or or CC cord-346329-xwbtftju 82 26 Singapore Singapore NNP cord-346329-xwbtftju 82 27 . . . cord-346329-xwbtftju 83 1 However however RB cord-346329-xwbtftju 83 2 , , , cord-346329-xwbtftju 83 3 widespread widespread JJ cord-346329-xwbtftju 83 4 community community NN cord-346329-xwbtftju 83 5 transmission transmission NN cord-346329-xwbtftju 83 6 and and CC cord-346329-xwbtftju 83 7 lack lack NN cord-346329-xwbtftju 83 8 of of IN cord-346329-xwbtftju 83 9 testing testing NN cord-346329-xwbtftju 83 10 kits kit NNS cord-346329-xwbtftju 83 11 , , , cord-346329-xwbtftju 83 12 elevates elevate VBZ cord-346329-xwbtftju 83 13 this this DT cord-346329-xwbtftju 83 14 approach approach NN cord-346329-xwbtftju 83 15 to to IN cord-346329-xwbtftju 83 16 the the DT cord-346329-xwbtftju 83 17 best well RBS cord-346329-xwbtftju 83 18 available available JJ cord-346329-xwbtftju 83 19 . . . cord-346329-xwbtftju 84 1 With with IN cord-346329-xwbtftju 84 2 improved improved JJ cord-346329-xwbtftju 84 3 reporting reporting NN cord-346329-xwbtftju 84 4 of of IN cord-346329-xwbtftju 84 5 COVID-19 COVID-19 NNP cord-346329-xwbtftju 84 6 hospitalizations hospitalization NNS cord-346329-xwbtftju 84 7 , , , cord-346329-xwbtftju 84 8 LOS LOS NNP cord-346329-xwbtftju 84 9 , , , cord-346329-xwbtftju 84 10 and and CC cord-346329-xwbtftju 84 11 hospital hospital NN cord-346329-xwbtftju 84 12 occupancy occupancy NN cord-346329-xwbtftju 84 13 across across IN cord-346329-xwbtftju 84 14 the the DT cord-346329-xwbtftju 84 15 country country NN cord-346329-xwbtftju 84 16 this this DT cord-346329-xwbtftju 84 17 approach approach NN cord-346329-xwbtftju 84 18 may may MD cord-346329-xwbtftju 84 19 improve improve VB cord-346329-xwbtftju 84 20 decision decision NN cord-346329-xwbtftju 84 21 making make VBG cord-346329-xwbtftju 84 22 for for IN cord-346329-xwbtftju 84 23 hospital hospital NN cord-346329-xwbtftju 84 24 administrators administrator NNS cord-346329-xwbtftju 84 25 and and CC cord-346329-xwbtftju 84 26 policy policy NN cord-346329-xwbtftju 84 27 makers maker NNS cord-346329-xwbtftju 84 28 . . . cord-346329-xwbtftju 85 1 The the DT cord-346329-xwbtftju 85 2 underlying underlie VBG cord-346329-xwbtftju 85 3 data datum NNS cord-346329-xwbtftju 85 4 used use VBN cord-346329-xwbtftju 85 5 in in IN cord-346329-xwbtftju 85 6 this this DT cord-346329-xwbtftju 85 7 analysis analysis NN cord-346329-xwbtftju 85 8 will will MD cord-346329-xwbtftju 85 9 be be VB cord-346329-xwbtftju 85 10 made make VBN cord-346329-xwbtftju 85 11 available available JJ cord-346329-xwbtftju 85 12 upon upon IN cord-346329-xwbtftju 85 13 reasonable reasonable JJ cord-346329-xwbtftju 85 14 request request NN cord-346329-xwbtftju 85 15 . . . cord-346329-xwbtftju 86 1 Early early JJ cord-346329-xwbtftju 86 2 epidemiological epidemiological JJ cord-346329-xwbtftju 86 3 analysis analysis NN cord-346329-xwbtftju 86 4 of of IN cord-346329-xwbtftju 86 5 the the DT cord-346329-xwbtftju 86 6 coronavirus coronavirus NN cord-346329-xwbtftju 86 7 disease disease NN cord-346329-xwbtftju 86 8 2019 2019 CD cord-346329-xwbtftju 86 9 outbreak outbreak NN cord-346329-xwbtftju 86 10 based base VBN cord-346329-xwbtftju 86 11 on on IN cord-346329-xwbtftju 86 12 crowdsourced crowdsource VBN cord-346329-xwbtftju 86 13 data datum NNS cord-346329-xwbtftju 86 14 : : : cord-346329-xwbtftju 86 15 a a DT cord-346329-xwbtftju 86 16 populationlevel populationlevel NNP cord-346329-xwbtftju 86 17 observational observational JJ cord-346329-xwbtftju 86 18 study study NN cord-346329-xwbtftju 86 19 Public public JJ cord-346329-xwbtftju 86 20 health health NN cord-346329-xwbtftju 86 21 surveillance surveillance NN cord-346329-xwbtftju 86 22 : : : cord-346329-xwbtftju 86 23 a a DT cord-346329-xwbtftju 86 24 tool tool NN cord-346329-xwbtftju 86 25 for for IN cord-346329-xwbtftju 86 26 targeting target VBG cord-346329-xwbtftju 86 27 and and CC cord-346329-xwbtftju 86 28 monitoring monitor VBG cord-346329-xwbtftju 86 29 interventions intervention NNS cord-346329-xwbtftju 86 30 Detection Detection NNP cord-346329-xwbtftju 86 31 of of IN cord-346329-xwbtftju 86 32 epidemics epidemic NNS cord-346329-xwbtftju 86 33 in in IN cord-346329-xwbtftju 86 34 their -PRON- PRP$ cord-346329-xwbtftju 86 35 early early JJ cord-346329-xwbtftju 86 36 stage stage NN cord-346329-xwbtftju 86 37 through through IN cord-346329-xwbtftju 86 38 infectious infectious JJ cord-346329-xwbtftju 86 39 disease disease NN cord-346329-xwbtftju 86 40 surveillance surveillance NN cord-346329-xwbtftju 86 41 Aysmptomatic Aysmptomatic NNP cord-346329-xwbtftju 86 42 transmission transmission NN cord-346329-xwbtftju 86 43 , , , cord-346329-xwbtftju 86 44 the the DT cord-346329-xwbtftju 86 45 achilles achilles NNP cord-346329-xwbtftju 86 46 ' ' POS cord-346329-xwbtftju 86 47 heel heel NN cord-346329-xwbtftju 86 48 of of IN cord-346329-xwbtftju 86 49 current current JJ cord-346329-xwbtftju 86 50 strategies strategy NNS cord-346329-xwbtftju 86 51 to to TO cord-346329-xwbtftju 86 52 control control VB cord-346329-xwbtftju 86 53 COVID-19 COVID-19 NNP cord-346329-xwbtftju 87 1 COVID-19 covid-19 VB cord-346329-xwbtftju 87 2 : : : cord-346329-xwbtftju 87 3 in in IN cord-346329-xwbtftju 87 4 the the DT cord-346329-xwbtftju 87 5 footsteps footstep NNS cord-346329-xwbtftju 87 6 of of IN cord-346329-xwbtftju 87 7 Ernest Ernest NNP cord-346329-xwbtftju 87 8 Shackleton Shackleton NNP cord-346329-xwbtftju 87 9 COVID-19 COVID-19 NNP cord-346329-xwbtftju 87 10 Presser Presser NNP cord-346329-xwbtftju 87 11 Final Final NNP cord-346329-xwbtftju 87 12 Available Available NNP cord-346329-xwbtftju 87 13 online online RB cord-346329-xwbtftju 87 14 at at IN cord-346329-xwbtftju 87 15 : : : cord-346329-xwbtftju 87 16 www.cdc.gov/coronavirus www.cdc.gov/coronavirus ADD cord-346329-xwbtftju 87 17 National National NNP cord-346329-xwbtftju 87 18 Center Center NNP cord-346329-xwbtftju 87 19 for for IN cord-346329-xwbtftju 87 20 Health Health NNP cord-346329-xwbtftju 87 21 Statistics Statistics NNPS cord-346329-xwbtftju 87 22 . . . cord-346329-xwbtftju 88 1 Occupancy occupancy NN cord-346329-xwbtftju 88 2 Rates rate NNS cord-346329-xwbtftju 88 3 in in IN cord-346329-xwbtftju 88 4 Community Community NNP cord-346329-xwbtftju 88 5 Hospitals Hospitals NNPS cord-346329-xwbtftju 88 6 Available available JJ cord-346329-xwbtftju 88 7 online online RB cord-346329-xwbtftju 88 8 at at IN cord-346329-xwbtftju 88 9 : : : cord-346329-xwbtftju 88 10 www.definitivehc.com/resources/covid-19-capacity-predictor www.definitivehc.com/resources/covid-19-capacity-predictor . cord-346329-xwbtftju 89 1 Correcting correct VBG cord-346329-xwbtftju 89 2 for for IN cord-346329-xwbtftju 89 3 day day NN cord-346329-xwbtftju 89 4 of of IN cord-346329-xwbtftju 89 5 the the DT cord-346329-xwbtftju 89 6 week week NN cord-346329-xwbtftju 89 7 and and CC cord-346329-xwbtftju 89 8 public public JJ cord-346329-xwbtftju 89 9 holiday holiday NN cord-346329-xwbtftju 89 10 effects effect NNS cord-346329-xwbtftju 89 11 : : : cord-346329-xwbtftju 89 12 improving improve VBG cord-346329-xwbtftju 89 13 a a DT cord-346329-xwbtftju 89 14 national national JJ cord-346329-xwbtftju 89 15 daily daily JJ cord-346329-xwbtftju 89 16 syndromic syndromic NNP cord-346329-xwbtftju 89 17 surveillance surveillance NN cord-346329-xwbtftju 89 18 service service NN cord-346329-xwbtftju 89 19 for for IN cord-346329-xwbtftju 89 20 detecting detect VBG cord-346329-xwbtftju 89 21 public public JJ cord-346329-xwbtftju 89 22 health health NN cord-346329-xwbtftju 89 23 threats threat NNS cord-346329-xwbtftju 89 24 Evaluation Evaluation NNP cord-346329-xwbtftju 89 25 of of IN cord-346329-xwbtftju 89 26 the the DT cord-346329-xwbtftju 89 27 effectiveness effectiveness NN cord-346329-xwbtftju 89 28 of of IN cord-346329-xwbtftju 89 29 surveillance surveillance NN cord-346329-xwbtftju 89 30 and and CC cord-346329-xwbtftju 89 31 containment containment NN cord-346329-xwbtftju 89 32 measures measure NNS cord-346329-xwbtftju 89 33 for for IN cord-346329-xwbtftju 89 34 the the DT cord-346329-xwbtftju 89 35 first first JJ cord-346329-xwbtftju 89 36 100 100 CD cord-346329-xwbtftju 89 37 patients patient NNS cord-346329-xwbtftju 89 38 with with IN cord-346329-xwbtftju 89 39 COVID-19 COVID-19 NNP cord-346329-xwbtftju 89 40 in in IN cord-346329-xwbtftju 89 41 Singapore Singapore NNP cord-346329-xwbtftju 90 1 The the DT cord-346329-xwbtftju 90 2 incubation incubation NN cord-346329-xwbtftju 90 3 period period NN cord-346329-xwbtftju 90 4 of of IN cord-346329-xwbtftju 90 5 coronavirus coronavirus NN cord-346329-xwbtftju 90 6 disease disease NN cord-346329-xwbtftju 90 7 2019 2019 CD cord-346329-xwbtftju 90 8 ( ( -LRB- cord-346329-xwbtftju 90 9 COVID-19 COVID-19 NNP cord-346329-xwbtftju 90 10 ) ) -RRB- cord-346329-xwbtftju 90 11 from from IN cord-346329-xwbtftju 90 12 publicly publicly RB cord-346329-xwbtftju 90 13 reported report VBN cord-346329-xwbtftju 90 14 confirmed confirm VBN cord-346329-xwbtftju 90 15 cases case NNS cord-346329-xwbtftju 90 16 : : : cord-346329-xwbtftju 90 17 estimation estimation NN cord-346329-xwbtftju 90 18 and and CC cord-346329-xwbtftju 90 19 application application NN cord-346329-xwbtftju 90 20 Severity severity NN cord-346329-xwbtftju 90 21 of of IN cord-346329-xwbtftju 90 22 coronavirus coronavirus NN cord-346329-xwbtftju 90 23 respiratory respiratory JJ cord-346329-xwbtftju 90 24 tract tract NN cord-346329-xwbtftju 90 25 infections infection NNS cord-346329-xwbtftju 90 26 in in IN cord-346329-xwbtftju 90 27 adults adult NNS cord-346329-xwbtftju 90 28 admitted admit VBN cord-346329-xwbtftju 90 29 to to IN cord-346329-xwbtftju 90 30 acute acute JJ cord-346329-xwbtftju 90 31 care care NN cord-346329-xwbtftju 90 32 in in IN cord-346329-xwbtftju 90 33 Toronto Toronto NNP cord-346329-xwbtftju 90 34 , , , cord-346329-xwbtftju 90 35 Ontario Ontario NNP cord-346329-xwbtftju 90 36 Risk Risk NNP cord-346329-xwbtftju 90 37 factors factor NNS cord-346329-xwbtftju 90 38 associated associate VBN cord-346329-xwbtftju 90 39 with with IN cord-346329-xwbtftju 90 40 acute acute JJ cord-346329-xwbtftju 90 41 respiratory respiratory JJ cord-346329-xwbtftju 90 42 distress distress NN cord-346329-xwbtftju 90 43 syndrome syndrome NN cord-346329-xwbtftju 90 44 and and CC cord-346329-xwbtftju 90 45 death death NN cord-346329-xwbtftju 90 46 in in IN cord-346329-xwbtftju 90 47 patients patient NNS cord-346329-xwbtftju 90 48 with with IN cord-346329-xwbtftju 90 49 coronavirus coronavirus NN cord-346329-xwbtftju 90 50 disease disease NN cord-346329-xwbtftju 90 51 2019 2019 CD cord-346329-xwbtftju 90 52 Pneumonia Pneumonia NNP cord-346329-xwbtftju 90 53 in in IN cord-346329-xwbtftju 90 54 Wuhan Wuhan NNP cord-346329-xwbtftju 90 55 , , , cord-346329-xwbtftju 90 56 China China NNP cord-346329-xwbtftju 90 57 Clinical Clinical NNP cord-346329-xwbtftju 90 58 course course NN cord-346329-xwbtftju 90 59 and and CC cord-346329-xwbtftju 90 60 risk risk NN cord-346329-xwbtftju 90 61 factors factor NNS cord-346329-xwbtftju 90 62 for for IN cord-346329-xwbtftju 90 63 mortality mortality NN cord-346329-xwbtftju 90 64 of of IN cord-346329-xwbtftju 90 65 adult adult NN cord-346329-xwbtftju 90 66 inpatients inpatient NNS cord-346329-xwbtftju 90 67 with with IN cord-346329-xwbtftju 90 68 COVID-19 COVID-19 NNP cord-346329-xwbtftju 90 69 in in IN cord-346329-xwbtftju 90 70 Wuhan Wuhan NNP cord-346329-xwbtftju 90 71 , , , cord-346329-xwbtftju 90 72 China China NNP cord-346329-xwbtftju 90 73 : : : cord-346329-xwbtftju 90 74 a a DT cord-346329-xwbtftju 90 75 retrospective retrospective JJ cord-346329-xwbtftju 90 76 cohort cohort NN cord-346329-xwbtftju 90 77 study study NN cord-346329-xwbtftju 90 78 Presenting Presenting NNP cord-346329-xwbtftju 90 79 Characteristics Characteristics NNP cord-346329-xwbtftju 90 80 , , , cord-346329-xwbtftju 90 81 comorbidities comorbiditie NNS cord-346329-xwbtftju 90 82 , , , cord-346329-xwbtftju 90 83 and and CC cord-346329-xwbtftju 90 84 outcomes outcome NNS cord-346329-xwbtftju 90 85 among among IN cord-346329-xwbtftju 90 86 5700 5700 CD cord-346329-xwbtftju 90 87 patients patient NNS cord-346329-xwbtftju 90 88 hospitalized hospitalize VBN cord-346329-xwbtftju 90 89 with with IN cord-346329-xwbtftju 90 90 COVID-19 COVID-19 NNP cord-346329-xwbtftju 90 91 in in IN cord-346329-xwbtftju 90 92 the the DT cord-346329-xwbtftju 90 93 New New NNP cord-346329-xwbtftju 90 94 York York NNP cord-346329-xwbtftju 90 95 City City NNP cord-346329-xwbtftju 90 96 Area Area NNP cord-346329-xwbtftju 91 1 COVID-19 COVID-19 NNP cord-346329-xwbtftju 91 2 , , , cord-346329-xwbtftju 91 3 post post JJ cord-346329-xwbtftju 91 4 - - JJ cord-346329-xwbtftju 91 5 acute acute JJ cord-346329-xwbtftju 91 6 care care NN cord-346329-xwbtftju 91 7 preparedness preparedness NN cord-346329-xwbtftju 91 8 and and CC cord-346329-xwbtftju 91 9 nursing nursing NN cord-346329-xwbtftju 91 10 homes home NNS cord-346329-xwbtftju 91 11 : : : cord-346329-xwbtftju 91 12 flawed flawed JJ cord-346329-xwbtftju 91 13 policy policy NN cord-346329-xwbtftju 91 14 in in IN cord-346329-xwbtftju 91 15 the the DT cord-346329-xwbtftju 91 16 fog fog NN cord-346329-xwbtftju 91 17 of of IN cord-346329-xwbtftju 91 18 war war NN cord-346329-xwbtftju 91 19 Calling call VBG cord-346329-xwbtftju 91 20 All all DT cord-346329-xwbtftju 91 21 States States NNPS cord-346329-xwbtftju 91 22 to to TO cord-346329-xwbtftju 91 23 Report report VB cord-346329-xwbtftju 91 24 Standardized Standardized NNP cord-346329-xwbtftju 91 25 Information Information NNP cord-346329-xwbtftju 91 26 on on IN cord-346329-xwbtftju 91 27 COVID-19 COVID-19 NNP cord-346329-xwbtftju 91 28 Hospitalizations Hospitalizations NNP cord-346329-xwbtftju 91 29 Real real JJ cord-346329-xwbtftju 91 30 - - HYPH cord-346329-xwbtftju 91 31 time time NN cord-346329-xwbtftju 91 32 surveillance surveillance NN cord-346329-xwbtftju 91 33 of of IN cord-346329-xwbtftju 91 34 inluenza inluenza NNP cord-346329-xwbtftju 91 35 morbidty morbidty NNP cord-346329-xwbtftju 91 36 : : : cord-346329-xwbtftju 92 1 tracking track VBG cord-346329-xwbtftju 92 2 intensive intensive JJ cord-346329-xwbtftju 92 3 care care NN cord-346329-xwbtftju 92 4 unit unit NN cord-346329-xwbtftju 92 5 resource resource NN cord-346329-xwbtftju 92 6 utilization utilization NN cord-346329-xwbtftju 93 1 All all DT cord-346329-xwbtftju 93 2 authors author NNS cord-346329-xwbtftju 93 3 listed list VBN cord-346329-xwbtftju 93 4 have have VBP cord-346329-xwbtftju 93 5 made make VBN cord-346329-xwbtftju 93 6 a a DT cord-346329-xwbtftju 93 7 substantial substantial JJ cord-346329-xwbtftju 93 8 , , , cord-346329-xwbtftju 93 9 direct direct JJ cord-346329-xwbtftju 93 10 and and CC cord-346329-xwbtftju 93 11 intellectual intellectual JJ cord-346329-xwbtftju 93 12 contribution contribution NN cord-346329-xwbtftju 93 13 to to IN cord-346329-xwbtftju 93 14 the the DT cord-346329-xwbtftju 93 15 work work NN cord-346329-xwbtftju 93 16 , , , cord-346329-xwbtftju 93 17 and and CC cord-346329-xwbtftju 93 18 approved approve VBD cord-346329-xwbtftju 93 19 it -PRON- PRP cord-346329-xwbtftju 93 20 for for IN cord-346329-xwbtftju 93 21 publication publication NN cord-346329-xwbtftju 93 22 . . . cord-346329-xwbtftju 94 1 The the DT cord-346329-xwbtftju 94 2 authors author NNS cord-346329-xwbtftju 94 3 would would MD cord-346329-xwbtftju 94 4 like like VB cord-346329-xwbtftju 94 5 to to TO cord-346329-xwbtftju 94 6 thank thank VB cord-346329-xwbtftju 94 7 Michael Michael NNP cord-346329-xwbtftju 94 8 Topmiller Topmiller NNP cord-346329-xwbtftju 94 9 , , , cord-346329-xwbtftju 94 10 Ph.D. ph.d. NN cord-346329-xwbtftju 94 11 , , , cord-346329-xwbtftju 94 12 Edmond Edmond NNP cord-346329-xwbtftju 94 13 A. a. NN cord-346329-xwbtftju 94 14 Hooker Hooker NNP cord-346329-xwbtftju 94 15 , , , cord-346329-xwbtftju 94 16 MD MD NNP cord-346329-xwbtftju 94 17 , , , cord-346329-xwbtftju 94 18 DrPH DrPH NNP cord-346329-xwbtftju 94 19 , , , cord-346329-xwbtftju 94 20 Dee Dee NNP cord-346329-xwbtftju 94 21 Ellingwood Ellingwood NNP cord-346329-xwbtftju 94 22 , , , cord-346329-xwbtftju 94 23 MS MS NNP cord-346329-xwbtftju 94 24 , , , cord-346329-xwbtftju 94 25 and and CC cord-346329-xwbtftju 94 26 Jennifer Jennifer NNP cord-346329-xwbtftju 94 27 Mallow Mallow NNP cord-346329-xwbtftju 94 28 , , , cord-346329-xwbtftju 94 29 MBA MBA NNP cord-346329-xwbtftju 94 30 for for IN cord-346329-xwbtftju 94 31 their -PRON- PRP$ cord-346329-xwbtftju 94 32 thoughtful thoughtful JJ cord-346329-xwbtftju 94 33 comments comment NNS cord-346329-xwbtftju 94 34 and and CC cord-346329-xwbtftju 94 35 suggestions suggestion NNS cord-346329-xwbtftju 94 36 . . . cord-346329-xwbtftju 95 1 Any any DT cord-346329-xwbtftju 95 2 errors error NNS cord-346329-xwbtftju 95 3 or or CC cord-346329-xwbtftju 95 4 omissions omission NNS cord-346329-xwbtftju 95 5 are be VBP cord-346329-xwbtftju 95 6 those those DT cord-346329-xwbtftju 95 7 of of IN cord-346329-xwbtftju 95 8 the the DT cord-346329-xwbtftju 95 9 authors author NNS cord-346329-xwbtftju 95 10 alone alone RB cord-346329-xwbtftju 95 11 . . . cord-346329-xwbtftju 96 1 The the DT cord-346329-xwbtftju 96 2 authors author NNS cord-346329-xwbtftju 96 3 declare declare VBP cord-346329-xwbtftju 96 4 that that IN cord-346329-xwbtftju 96 5 the the DT cord-346329-xwbtftju 96 6 research research NN cord-346329-xwbtftju 96 7 was be VBD cord-346329-xwbtftju 96 8 conducted conduct VBN cord-346329-xwbtftju 96 9 in in IN cord-346329-xwbtftju 96 10 the the DT cord-346329-xwbtftju 96 11 absence absence NN cord-346329-xwbtftju 96 12 of of IN cord-346329-xwbtftju 96 13 any any DT cord-346329-xwbtftju 96 14 commercial commercial JJ cord-346329-xwbtftju 96 15 or or CC cord-346329-xwbtftju 96 16 financial financial JJ cord-346329-xwbtftju 96 17 relationships relationship NNS cord-346329-xwbtftju 96 18 that that WDT cord-346329-xwbtftju 96 19 could could MD cord-346329-xwbtftju 96 20 be be VB cord-346329-xwbtftju 96 21 construed construe VBN cord-346329-xwbtftju 96 22 as as IN cord-346329-xwbtftju 96 23 a a DT cord-346329-xwbtftju 96 24 potential potential JJ cord-346329-xwbtftju 96 25 conflict conflict NN cord-346329-xwbtftju 96 26 of of IN cord-346329-xwbtftju 96 27 interest interest NN cord-346329-xwbtftju 96 28 . . . cord-346329-xwbtftju 97 1 Copyright copyright NN cord-346329-xwbtftju 97 2 © © NNP cord-346329-xwbtftju 97 3 2020 2020 CD cord-346329-xwbtftju 97 4 Mallow Mallow NNP cord-346329-xwbtftju 97 5 and and CC cord-346329-xwbtftju 97 6 Jones Jones NNP cord-346329-xwbtftju 97 7 . . . cord-346329-xwbtftju 98 1 This this DT cord-346329-xwbtftju 98 2 is be VBZ cord-346329-xwbtftju 98 3 an an DT cord-346329-xwbtftju 98 4 open open JJ cord-346329-xwbtftju 98 5 - - HYPH cord-346329-xwbtftju 98 6 access access NN cord-346329-xwbtftju 98 7 article article NN cord-346329-xwbtftju 98 8 distributed distribute VBN cord-346329-xwbtftju 98 9 under under IN cord-346329-xwbtftju 98 10 the the DT cord-346329-xwbtftju 98 11 terms term NNS cord-346329-xwbtftju 98 12 of of IN cord-346329-xwbtftju 98 13 the the DT cord-346329-xwbtftju 98 14 Creative Creative NNP cord-346329-xwbtftju 98 15 Commons Commons NNP cord-346329-xwbtftju 98 16 Attribution Attribution NNP cord-346329-xwbtftju 98 17 License License NNP cord-346329-xwbtftju 98 18 ( ( -LRB- cord-346329-xwbtftju 98 19 CC CC NNP cord-346329-xwbtftju 98 20 BY BY NNP cord-346329-xwbtftju 98 21 ) ) -RRB- cord-346329-xwbtftju 98 22 . . . cord-346329-xwbtftju 99 1 The the DT cord-346329-xwbtftju 99 2 use use NN cord-346329-xwbtftju 99 3 , , , cord-346329-xwbtftju 99 4 distribution distribution NN cord-346329-xwbtftju 99 5 or or CC cord-346329-xwbtftju 99 6 reproduction reproduction NN cord-346329-xwbtftju 99 7 in in IN cord-346329-xwbtftju 99 8 other other JJ cord-346329-xwbtftju 99 9 forums forum NNS cord-346329-xwbtftju 99 10 is be VBZ cord-346329-xwbtftju 99 11 permitted permit VBN cord-346329-xwbtftju 99 12 , , , cord-346329-xwbtftju 99 13 provided provide VBD cord-346329-xwbtftju 99 14 the the DT cord-346329-xwbtftju 99 15 original original JJ cord-346329-xwbtftju 99 16 author(s author(s NNP cord-346329-xwbtftju 99 17 ) ) -RRB- cord-346329-xwbtftju 99 18 and and CC cord-346329-xwbtftju 99 19 the the DT cord-346329-xwbtftju 99 20 copyright copyright NN cord-346329-xwbtftju 99 21 owner(s owner(s NNP cord-346329-xwbtftju 99 22 ) ) -RRB- cord-346329-xwbtftju 99 23 are be VBP cord-346329-xwbtftju 99 24 credited credit VBN cord-346329-xwbtftju 99 25 and and CC cord-346329-xwbtftju 99 26 that that IN cord-346329-xwbtftju 99 27 the the DT cord-346329-xwbtftju 99 28 original original JJ cord-346329-xwbtftju 99 29 publication publication NN cord-346329-xwbtftju 99 30 in in IN cord-346329-xwbtftju 99 31 this this DT cord-346329-xwbtftju 99 32 journal journal NN cord-346329-xwbtftju 99 33 is be VBZ cord-346329-xwbtftju 99 34 cited cite VBN cord-346329-xwbtftju 99 35 , , , cord-346329-xwbtftju 99 36 in in IN cord-346329-xwbtftju 99 37 accordance accordance NN cord-346329-xwbtftju 99 38 with with IN cord-346329-xwbtftju 99 39 accepted accepted JJ cord-346329-xwbtftju 99 40 academic academic JJ cord-346329-xwbtftju 99 41 practice practice NN cord-346329-xwbtftju 99 42 . . . cord-346329-xwbtftju 100 1 No no DT cord-346329-xwbtftju 100 2 use use NN cord-346329-xwbtftju 100 3 , , , cord-346329-xwbtftju 100 4 distribution distribution NN cord-346329-xwbtftju 100 5 or or CC cord-346329-xwbtftju 100 6 reproduction reproduction NN cord-346329-xwbtftju 100 7 is be VBZ cord-346329-xwbtftju 100 8 permitted permit VBN cord-346329-xwbtftju 100 9 which which WDT cord-346329-xwbtftju 100 10 does do VBZ cord-346329-xwbtftju 100 11 not not RB cord-346329-xwbtftju 100 12 comply comply VB cord-346329-xwbtftju 100 13 with with IN cord-346329-xwbtftju 100 14 these these DT cord-346329-xwbtftju 100 15 terms term NNS cord-346329-xwbtftju 100 16 . . .