id sid tid token lemma pos cord-327716-ehm4fgos 1 1 key key NN cord-327716-ehm4fgos 1 2 : : : cord-327716-ehm4fgos 1 3 cord-327716-ehm4fgos cord-327716-ehm4fgo NNS cord-327716-ehm4fgos 1 4 authors author NNS cord-327716-ehm4fgos 1 5 : : : cord-327716-ehm4fgos 1 6 Zhou Zhou NNP cord-327716-ehm4fgos 1 7 , , , cord-327716-ehm4fgos 1 8 Can Can MD cord-327716-ehm4fgos 1 9 title title NN cord-327716-ehm4fgos 1 10 : : : cord-327716-ehm4fgos 1 11 Evaluating evaluate VBG cord-327716-ehm4fgos 1 12 new new JJ cord-327716-ehm4fgos 1 13 evidence evidence NN cord-327716-ehm4fgos 1 14 in in IN cord-327716-ehm4fgos 1 15 the the DT cord-327716-ehm4fgos 1 16 early early JJ cord-327716-ehm4fgos 1 17 dynamics dynamic NNS cord-327716-ehm4fgos 1 18 of of IN cord-327716-ehm4fgos 1 19 the the DT cord-327716-ehm4fgos 1 20 novel novel JJ cord-327716-ehm4fgos 1 21 coronavirus coronavirus NN cord-327716-ehm4fgos 1 22 COVID-19 covid-19 CD cord-327716-ehm4fgos 1 23 outbreak outbreak NN cord-327716-ehm4fgos 1 24 in in IN cord-327716-ehm4fgos 1 25 Wuhan Wuhan NNP cord-327716-ehm4fgos 1 26 , , , cord-327716-ehm4fgos 1 27 China China NNP cord-327716-ehm4fgos 1 28 with with IN cord-327716-ehm4fgos 1 29 real real JJ cord-327716-ehm4fgos 1 30 time time NN cord-327716-ehm4fgos 1 31 domestic domestic JJ cord-327716-ehm4fgos 1 32 traffic traffic NN cord-327716-ehm4fgos 1 33 and and CC cord-327716-ehm4fgos 1 34 potential potential JJ cord-327716-ehm4fgos 1 35 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 1 36 transmissions transmission NNS cord-327716-ehm4fgos 1 37 date date NN cord-327716-ehm4fgos 1 38 : : : cord-327716-ehm4fgos 1 39 2020 2020 CD cord-327716-ehm4fgos 1 40 - - HYPH cord-327716-ehm4fgos 1 41 02 02 CD cord-327716-ehm4fgos 1 42 - - SYM cord-327716-ehm4fgos 1 43 18 18 CD cord-327716-ehm4fgos 1 44 journal journal NN cord-327716-ehm4fgos 1 45 : : : cord-327716-ehm4fgos 1 46 nan nan NNP cord-327716-ehm4fgos 1 47 DOI DOI NNP cord-327716-ehm4fgos 1 48 : : : cord-327716-ehm4fgos 1 49 10.1101/2020.02.15.20023440 10.1101/2020.02.15.20023440 CD cord-327716-ehm4fgos 1 50 sha sha NNP cord-327716-ehm4fgos 1 51 : : : cord-327716-ehm4fgos 1 52 317943dec06b88c1c62ef0ecd832f0d644b1d417 317943dec06b88c1c62ef0ecd832f0d644b1d417 CD cord-327716-ehm4fgos 1 53 doc_id doc_id CD cord-327716-ehm4fgos 1 54 : : : cord-327716-ehm4fgos 1 55 327716 327716 CD cord-327716-ehm4fgos 1 56 cord_uid cord_uid NNS cord-327716-ehm4fgos 1 57 : : : cord-327716-ehm4fgos 2 1 ehm4fgos ehm4fgos . cord-327716-ehm4fgos 3 1 The the DT cord-327716-ehm4fgos 3 2 novel novel JJ cord-327716-ehm4fgos 3 3 coronavirus coronavirus NN cord-327716-ehm4fgos 3 4 ( ( -LRB- cord-327716-ehm4fgos 3 5 COVID-19 COVID-19 NNP cord-327716-ehm4fgos 3 6 ) ) -RRB- cord-327716-ehm4fgos 3 7 , , , cord-327716-ehm4fgos 3 8 first first RB cord-327716-ehm4fgos 3 9 detected detect VBN cord-327716-ehm4fgos 3 10 in in IN cord-327716-ehm4fgos 3 11 Wuhan Wuhan NNP cord-327716-ehm4fgos 3 12 , , , cord-327716-ehm4fgos 3 13 China China NNP cord-327716-ehm4fgos 3 14 in in IN cord-327716-ehm4fgos 3 15 December December NNP cord-327716-ehm4fgos 3 16 2019 2019 CD cord-327716-ehm4fgos 3 17 , , , cord-327716-ehm4fgos 3 18 has have VBZ cord-327716-ehm4fgos 3 19 spread spread VBN cord-327716-ehm4fgos 3 20 to to IN cord-327716-ehm4fgos 3 21 28 28 CD cord-327716-ehm4fgos 3 22 countries country NNS cord-327716-ehm4fgos 3 23 / / SYM cord-327716-ehm4fgos 3 24 regions region NNS cord-327716-ehm4fgos 3 25 with with IN cord-327716-ehm4fgos 3 26 over over IN cord-327716-ehm4fgos 3 27 43,000 43,000 CD cord-327716-ehm4fgos 3 28 confirmed confirm VBN cord-327716-ehm4fgos 3 29 cases case NNS cord-327716-ehm4fgos 3 30 . . . cord-327716-ehm4fgos 4 1 Much much JJ cord-327716-ehm4fgos 4 2 about about IN cord-327716-ehm4fgos 4 3 this this DT cord-327716-ehm4fgos 4 4 outbreak outbreak NN cord-327716-ehm4fgos 4 5 is be VBZ cord-327716-ehm4fgos 4 6 still still RB cord-327716-ehm4fgos 4 7 unknown unknown JJ cord-327716-ehm4fgos 4 8 . . . cord-327716-ehm4fgos 5 1 At at IN cord-327716-ehm4fgos 5 2 this this DT cord-327716-ehm4fgos 5 3 early early JJ cord-327716-ehm4fgos 5 4 stage stage NN cord-327716-ehm4fgos 5 5 of of IN cord-327716-ehm4fgos 5 6 the the DT cord-327716-ehm4fgos 5 7 epidemic epidemic NN cord-327716-ehm4fgos 5 8 , , , cord-327716-ehm4fgos 5 9 it -PRON- PRP cord-327716-ehm4fgos 5 10 is be VBZ cord-327716-ehm4fgos 5 11 important important JJ cord-327716-ehm4fgos 5 12 to to TO cord-327716-ehm4fgos 5 13 investigate investigate VB cord-327716-ehm4fgos 5 14 alternative alternative JJ cord-327716-ehm4fgos 5 15 sources source NNS cord-327716-ehm4fgos 5 16 of of IN cord-327716-ehm4fgos 5 17 information information NN cord-327716-ehm4fgos 5 18 to to TO cord-327716-ehm4fgos 5 19 understand understand VB cord-327716-ehm4fgos 5 20 its -PRON- PRP$ cord-327716-ehm4fgos 5 21 dynamics dynamic NNS cord-327716-ehm4fgos 5 22 and and CC cord-327716-ehm4fgos 5 23 spread spread VB cord-327716-ehm4fgos 5 24 . . . cord-327716-ehm4fgos 6 1 With with IN cord-327716-ehm4fgos 6 2 updated update VBN cord-327716-ehm4fgos 6 3 real real JJ cord-327716-ehm4fgos 6 4 time time NN cord-327716-ehm4fgos 6 5 domestic domestic JJ cord-327716-ehm4fgos 6 6 traffic traffic NN cord-327716-ehm4fgos 6 7 , , , cord-327716-ehm4fgos 6 8 this this DT cord-327716-ehm4fgos 6 9 study study NN cord-327716-ehm4fgos 6 10 aims aim VBZ cord-327716-ehm4fgos 6 11 to to TO cord-327716-ehm4fgos 6 12 integrate integrate VB cord-327716-ehm4fgos 6 13 recent recent JJ cord-327716-ehm4fgos 6 14 evidence evidence NN cord-327716-ehm4fgos 6 15 of of IN cord-327716-ehm4fgos 6 16 international international JJ cord-327716-ehm4fgos 6 17 evacuees evacuee NNS cord-327716-ehm4fgos 6 18 extracted extract VBN cord-327716-ehm4fgos 6 19 from from IN cord-327716-ehm4fgos 6 20 Wuhan Wuhan NNP cord-327716-ehm4fgos 6 21 between between IN cord-327716-ehm4fgos 6 22 Jan. January NNP cord-327716-ehm4fgos 6 23 29 29 CD cord-327716-ehm4fgos 6 24 and and CC cord-327716-ehm4fgos 6 25 Feb. February NNP cord-327716-ehm4fgos 6 26 2 2 CD cord-327716-ehm4fgos 6 27 , , , cord-327716-ehm4fgos 6 28 2020 2020 CD cord-327716-ehm4fgos 6 29 to to TO cord-327716-ehm4fgos 6 30 infer infer VB cord-327716-ehm4fgos 6 31 the the DT cord-327716-ehm4fgos 6 32 dynamics dynamic NNS cord-327716-ehm4fgos 6 33 of of IN cord-327716-ehm4fgos 6 34 the the DT cord-327716-ehm4fgos 6 35 COVD-19 covd-19 CD cord-327716-ehm4fgos 6 36 outbreak outbreak NN cord-327716-ehm4fgos 6 37 in in IN cord-327716-ehm4fgos 6 38 Wuhan Wuhan NNP cord-327716-ehm4fgos 6 39 . . . cord-327716-ehm4fgos 7 1 In in IN cord-327716-ehm4fgos 7 2 addition addition NN cord-327716-ehm4fgos 7 3 , , , cord-327716-ehm4fgos 7 4 a a DT cord-327716-ehm4fgos 7 5 modified modify VBN cord-327716-ehm4fgos 7 6 SEIR seir NN cord-327716-ehm4fgos 7 7 model model NN cord-327716-ehm4fgos 7 8 was be VBD cord-327716-ehm4fgos 7 9 used use VBN cord-327716-ehm4fgos 7 10 to to TO cord-327716-ehm4fgos 7 11 evaluate evaluate VB cord-327716-ehm4fgos 7 12 the the DT cord-327716-ehm4fgos 7 13 empirical empirical JJ cord-327716-ehm4fgos 7 14 support support NN cord-327716-ehm4fgos 7 15 for for IN cord-327716-ehm4fgos 7 16 the the DT cord-327716-ehm4fgos 7 17 presence presence NN cord-327716-ehm4fgos 7 18 of of IN cord-327716-ehm4fgos 7 19 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 7 20 transmissions transmission NNS cord-327716-ehm4fgos 7 21 . . . cord-327716-ehm4fgos 8 1 Based base VBN cord-327716-ehm4fgos 8 2 on on IN cord-327716-ehm4fgos 8 3 the the DT cord-327716-ehm4fgos 8 4 data datum NNS cord-327716-ehm4fgos 8 5 examined examine VBN cord-327716-ehm4fgos 8 6 , , , cord-327716-ehm4fgos 8 7 this this DT cord-327716-ehm4fgos 8 8 study study NN cord-327716-ehm4fgos 8 9 found find VBD cord-327716-ehm4fgos 8 10 little little JJ cord-327716-ehm4fgos 8 11 evidence evidence NN cord-327716-ehm4fgos 8 12 for for IN cord-327716-ehm4fgos 8 13 the the DT cord-327716-ehm4fgos 8 14 presence presence NN cord-327716-ehm4fgos 8 15 of of IN cord-327716-ehm4fgos 8 16 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 8 17 transmissions transmission NNS cord-327716-ehm4fgos 8 18 . . . cord-327716-ehm4fgos 9 1 However however RB cord-327716-ehm4fgos 9 2 , , , cord-327716-ehm4fgos 9 3 it -PRON- PRP cord-327716-ehm4fgos 9 4 is be VBZ cord-327716-ehm4fgos 9 5 still still RB cord-327716-ehm4fgos 9 6 too too RB cord-327716-ehm4fgos 9 7 early early JJ cord-327716-ehm4fgos 9 8 to to TO cord-327716-ehm4fgos 9 9 rule rule VB cord-327716-ehm4fgos 9 10 out out RP cord-327716-ehm4fgos 9 11 its -PRON- PRP$ cord-327716-ehm4fgos 9 12 presence presence NN cord-327716-ehm4fgos 9 13 conclusively conclusively RB cord-327716-ehm4fgos 9 14 due due JJ cord-327716-ehm4fgos 9 15 to to TO cord-327716-ehm4fgos 9 16 sample sample NN cord-327716-ehm4fgos 9 17 size size NN cord-327716-ehm4fgos 9 18 and and CC cord-327716-ehm4fgos 9 19 other other JJ cord-327716-ehm4fgos 9 20 limitations limitation NNS cord-327716-ehm4fgos 9 21 . . . cord-327716-ehm4fgos 10 1 The the DT cord-327716-ehm4fgos 10 2 updated update VBN cord-327716-ehm4fgos 10 3 basic basic JJ cord-327716-ehm4fgos 10 4 reproductive reproductive JJ cord-327716-ehm4fgos 10 5 number number NN cord-327716-ehm4fgos 10 6 was be VBD cord-327716-ehm4fgos 10 7 found find VBN cord-327716-ehm4fgos 10 8 to to TO cord-327716-ehm4fgos 10 9 be be VB cord-327716-ehm4fgos 10 10 2.12 2.12 CD cord-327716-ehm4fgos 10 11 on on IN cord-327716-ehm4fgos 10 12 average average JJ cord-327716-ehm4fgos 10 13 with with IN cord-327716-ehm4fgos 10 14 a a DT cord-327716-ehm4fgos 10 15 95 95 CD cord-327716-ehm4fgos 10 16 % % NN cord-327716-ehm4fgos 10 17 credible credible JJ cord-327716-ehm4fgos 10 18 interval interval NN cord-327716-ehm4fgos 10 19 of of IN cord-327716-ehm4fgos 10 20 [ [ -LRB- cord-327716-ehm4fgos 10 21 2.04 2.04 CD cord-327716-ehm4fgos 10 22 , , , cord-327716-ehm4fgos 10 23 2.18 2.18 CD cord-327716-ehm4fgos 10 24 ] ] -RRB- cord-327716-ehm4fgos 10 25 . . . cord-327716-ehm4fgos 11 1 It -PRON- PRP cord-327716-ehm4fgos 11 2 is be VBZ cord-327716-ehm4fgos 11 3 smaller small JJR cord-327716-ehm4fgos 11 4 than than IN cord-327716-ehm4fgos 11 5 previous previous JJ cord-327716-ehm4fgos 11 6 estimates estimate NNS cord-327716-ehm4fgos 11 7 probably probably RB cord-327716-ehm4fgos 11 8 because because IN cord-327716-ehm4fgos 11 9 the the DT cord-327716-ehm4fgos 11 10 new new JJ cord-327716-ehm4fgos 11 11 estimate estimate NN cord-327716-ehm4fgos 11 12 factors factor NNS cord-327716-ehm4fgos 11 13 in in IN cord-327716-ehm4fgos 11 14 the the DT cord-327716-ehm4fgos 11 15 social social JJ cord-327716-ehm4fgos 11 16 and and CC cord-327716-ehm4fgos 11 17 non non JJ cord-327716-ehm4fgos 11 18 - - JJ cord-327716-ehm4fgos 11 19 pharmaceutical pharmaceutical JJ cord-327716-ehm4fgos 11 20 mitigation mitigation NN cord-327716-ehm4fgos 11 21 implemented implement VBN cord-327716-ehm4fgos 11 22 in in IN cord-327716-ehm4fgos 11 23 Wuhan Wuhan NNP cord-327716-ehm4fgos 11 24 through through IN cord-327716-ehm4fgos 11 25 the the DT cord-327716-ehm4fgos 11 26 evacuee evacuee NN cord-327716-ehm4fgos 11 27 dataset dataset NN cord-327716-ehm4fgos 11 28 . . . cord-327716-ehm4fgos 12 1 Detailed detailed JJ cord-327716-ehm4fgos 12 2 predictions prediction NNS cord-327716-ehm4fgos 12 3 of of IN cord-327716-ehm4fgos 12 4 infected infected JJ cord-327716-ehm4fgos 12 5 individuals individual NNS cord-327716-ehm4fgos 12 6 exported export VBN cord-327716-ehm4fgos 12 7 both both CC cord-327716-ehm4fgos 12 8 domestically domestically RB cord-327716-ehm4fgos 12 9 and and CC cord-327716-ehm4fgos 12 10 internationally internationally RB cord-327716-ehm4fgos 12 11 were be VBD cord-327716-ehm4fgos 12 12 produced produce VBN cord-327716-ehm4fgos 12 13 . . . cord-327716-ehm4fgos 13 1 The the DT cord-327716-ehm4fgos 13 2 estimated estimate VBN cord-327716-ehm4fgos 13 3 case case NN cord-327716-ehm4fgos 13 4 confirmation confirmation NN cord-327716-ehm4fgos 13 5 rate rate NN cord-327716-ehm4fgos 13 6 has have VBZ cord-327716-ehm4fgos 13 7 been be VBN cord-327716-ehm4fgos 13 8 low low JJ cord-327716-ehm4fgos 13 9 but but CC cord-327716-ehm4fgos 13 10 has have VBZ cord-327716-ehm4fgos 13 11 increased increase VBN cord-327716-ehm4fgos 13 12 steadily steadily RB cord-327716-ehm4fgos 13 13 to to IN cord-327716-ehm4fgos 13 14 23.37 23.37 CD cord-327716-ehm4fgos 13 15 % % NN cord-327716-ehm4fgos 13 16 on on IN cord-327716-ehm4fgos 13 17 average average JJ cord-327716-ehm4fgos 13 18 . . . cord-327716-ehm4fgos 14 1 The the DT cord-327716-ehm4fgos 14 2 findings finding NNS cord-327716-ehm4fgos 14 3 of of IN cord-327716-ehm4fgos 14 4 this this DT cord-327716-ehm4fgos 14 5 study study NN cord-327716-ehm4fgos 14 6 depend depend VB cord-327716-ehm4fgos 14 7 on on IN cord-327716-ehm4fgos 14 8 the the DT cord-327716-ehm4fgos 14 9 validity validity NN cord-327716-ehm4fgos 14 10 of of IN cord-327716-ehm4fgos 14 11 the the DT cord-327716-ehm4fgos 14 12 underlying underlie VBG cord-327716-ehm4fgos 14 13 assumptions assumption NNS cord-327716-ehm4fgos 14 14 , , , cord-327716-ehm4fgos 14 15 and and CC cord-327716-ehm4fgos 14 16 continuing continue VBG cord-327716-ehm4fgos 14 17 work work NN cord-327716-ehm4fgos 14 18 is be VBZ cord-327716-ehm4fgos 14 19 needed need VBN cord-327716-ehm4fgos 14 20 , , , cord-327716-ehm4fgos 14 21 especially especially RB cord-327716-ehm4fgos 14 22 in in IN cord-327716-ehm4fgos 14 23 monitoring monitor VBG cord-327716-ehm4fgos 14 24 the the DT cord-327716-ehm4fgos 14 25 current current JJ cord-327716-ehm4fgos 14 26 infection infection NN cord-327716-ehm4fgos 14 27 status status NN cord-327716-ehm4fgos 14 28 of of IN cord-327716-ehm4fgos 14 29 Wuhan Wuhan NNP cord-327716-ehm4fgos 14 30 residents resident NNS cord-327716-ehm4fgos 14 31 . . . cord-327716-ehm4fgos 15 1 The the DT cord-327716-ehm4fgos 15 2 novel novel JJ cord-327716-ehm4fgos 15 3 coronavirus coronavirus NN cord-327716-ehm4fgos 15 4 , , , cord-327716-ehm4fgos 15 5 first first RB cord-327716-ehm4fgos 15 6 detected detect VBN cord-327716-ehm4fgos 15 7 in in IN cord-327716-ehm4fgos 15 8 Wuhan Wuhan NNP cord-327716-ehm4fgos 15 9 , , , cord-327716-ehm4fgos 15 10 China China NNP cord-327716-ehm4fgos 15 11 in in IN cord-327716-ehm4fgos 15 12 December December NNP cord-327716-ehm4fgos 15 13 2019 2019 CD cord-327716-ehm4fgos 15 14 , , , cord-327716-ehm4fgos 15 15 has have VBZ cord-327716-ehm4fgos 15 16 spread spread VBN cord-327716-ehm4fgos 15 17 to to IN cord-327716-ehm4fgos 15 18 28 28 CD cord-327716-ehm4fgos 15 19 countries country NNS cord-327716-ehm4fgos 15 20 / / SYM cord-327716-ehm4fgos 15 21 regions region NNS cord-327716-ehm4fgos 15 22 with with IN cord-327716-ehm4fgos 15 23 over over IN cord-327716-ehm4fgos 15 24 43,000 43,000 CD cord-327716-ehm4fgos 15 25 confirmed confirm VBN cord-327716-ehm4fgos 15 26 cases case NNS cord-327716-ehm4fgos 15 27 . . . cord-327716-ehm4fgos 16 1 Much much JJ cord-327716-ehm4fgos 16 2 about about IN cord-327716-ehm4fgos 16 3 this this DT cord-327716-ehm4fgos 16 4 outbreak outbreak NN cord-327716-ehm4fgos 16 5 is be VBZ cord-327716-ehm4fgos 16 6 still still RB cord-327716-ehm4fgos 16 7 unknown unknown JJ cord-327716-ehm4fgos 16 8 . . . cord-327716-ehm4fgos 17 1 At at IN cord-327716-ehm4fgos 17 2 this this DT cord-327716-ehm4fgos 17 3 early early JJ cord-327716-ehm4fgos 17 4 stage stage NN cord-327716-ehm4fgos 17 5 of of IN cord-327716-ehm4fgos 17 6 the the DT cord-327716-ehm4fgos 17 7 epidemic epidemic NN cord-327716-ehm4fgos 17 8 , , , cord-327716-ehm4fgos 17 9 it -PRON- PRP cord-327716-ehm4fgos 17 10 is be VBZ cord-327716-ehm4fgos 17 11 important important JJ cord-327716-ehm4fgos 17 12 to to TO cord-327716-ehm4fgos 17 13 investigate investigate VB cord-327716-ehm4fgos 17 14 alternative alternative JJ cord-327716-ehm4fgos 17 15 sources source NNS cord-327716-ehm4fgos 17 16 of of IN cord-327716-ehm4fgos 17 17 information information NN cord-327716-ehm4fgos 17 18 to to TO cord-327716-ehm4fgos 17 19 understand understand VB cord-327716-ehm4fgos 17 20 its -PRON- PRP$ cord-327716-ehm4fgos 17 21 dynamics dynamic NNS cord-327716-ehm4fgos 17 22 and and CC cord-327716-ehm4fgos 17 23 spread spread VB cord-327716-ehm4fgos 17 24 . . . cord-327716-ehm4fgos 18 1 With with IN cord-327716-ehm4fgos 18 2 updated update VBN cord-327716-ehm4fgos 18 3 real real JJ cord-327716-ehm4fgos 18 4 time time NN cord-327716-ehm4fgos 18 5 domestic domestic JJ cord-327716-ehm4fgos 18 6 traffic traffic NN cord-327716-ehm4fgos 18 7 , , , cord-327716-ehm4fgos 18 8 this this DT cord-327716-ehm4fgos 18 9 study study NN cord-327716-ehm4fgos 18 10 aims aim VBZ cord-327716-ehm4fgos 18 11 to to TO cord-327716-ehm4fgos 18 12 integrate integrate VB cord-327716-ehm4fgos 18 13 recent recent JJ cord-327716-ehm4fgos 18 14 evidence evidence NN cord-327716-ehm4fgos 18 15 of of IN cord-327716-ehm4fgos 18 16 international international JJ cord-327716-ehm4fgos 18 17 evacuees evacuee NNS cord-327716-ehm4fgos 18 18 extracted extract VBN cord-327716-ehm4fgos 18 19 from from IN cord-327716-ehm4fgos 18 20 Wuhan Wuhan NNP cord-327716-ehm4fgos 18 21 between between IN cord-327716-ehm4fgos 18 22 Jan. January NNP cord-327716-ehm4fgos 18 23 29 29 CD cord-327716-ehm4fgos 18 24 and and CC cord-327716-ehm4fgos 18 25 Feb. February NNP cord-327716-ehm4fgos 18 26 2 2 CD cord-327716-ehm4fgos 18 27 , , , cord-327716-ehm4fgos 18 28 2020 2020 CD cord-327716-ehm4fgos 18 29 to to TO cord-327716-ehm4fgos 18 30 infer infer VB cord-327716-ehm4fgos 18 31 the the DT cord-327716-ehm4fgos 18 32 dynamics dynamic NNS cord-327716-ehm4fgos 18 33 of of IN cord-327716-ehm4fgos 18 34 the the DT cord-327716-ehm4fgos 18 35 COVD-19 covd-19 CD cord-327716-ehm4fgos 18 36 outbreak outbreak NN cord-327716-ehm4fgos 18 37 in in IN cord-327716-ehm4fgos 18 38 Wuhan Wuhan NNP cord-327716-ehm4fgos 18 39 . . . cord-327716-ehm4fgos 19 1 In in IN cord-327716-ehm4fgos 19 2 addition addition NN cord-327716-ehm4fgos 19 3 , , , cord-327716-ehm4fgos 19 4 a a DT cord-327716-ehm4fgos 19 5 modified modify VBN cord-327716-ehm4fgos 19 6 SEIR seir NN cord-327716-ehm4fgos 19 7 model model NN cord-327716-ehm4fgos 19 8 was be VBD cord-327716-ehm4fgos 19 9 used use VBN cord-327716-ehm4fgos 19 10 to to TO cord-327716-ehm4fgos 19 11 evaluate evaluate VB cord-327716-ehm4fgos 19 12 the the DT cord-327716-ehm4fgos 19 13 empirical empirical JJ cord-327716-ehm4fgos 19 14 support support NN cord-327716-ehm4fgos 19 15 for for IN cord-327716-ehm4fgos 19 16 the the DT cord-327716-ehm4fgos 19 17 presence presence NN cord-327716-ehm4fgos 19 18 of of IN cord-327716-ehm4fgos 19 19 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 19 20 transmissions transmission NNS cord-327716-ehm4fgos 19 21 . . . cord-327716-ehm4fgos 20 1 Based base VBN cord-327716-ehm4fgos 20 2 on on IN cord-327716-ehm4fgos 20 3 the the DT cord-327716-ehm4fgos 20 4 data datum NNS cord-327716-ehm4fgos 20 5 examined examine VBN cord-327716-ehm4fgos 20 6 , , , cord-327716-ehm4fgos 20 7 this this DT cord-327716-ehm4fgos 20 8 study study NN cord-327716-ehm4fgos 20 9 found find VBD cord-327716-ehm4fgos 20 10 little little JJ cord-327716-ehm4fgos 20 11 evidence evidence NN cord-327716-ehm4fgos 20 12 for for IN cord-327716-ehm4fgos 20 13 the the DT cord-327716-ehm4fgos 20 14 presence presence NN cord-327716-ehm4fgos 20 15 of of IN cord-327716-ehm4fgos 20 16 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 20 17 transmissions transmission NNS cord-327716-ehm4fgos 20 18 . . . cord-327716-ehm4fgos 21 1 However however RB cord-327716-ehm4fgos 21 2 , , , cord-327716-ehm4fgos 21 3 it -PRON- PRP cord-327716-ehm4fgos 21 4 is be VBZ cord-327716-ehm4fgos 21 5 still still RB cord-327716-ehm4fgos 21 6 too too RB cord-327716-ehm4fgos 21 7 early early JJ cord-327716-ehm4fgos 21 8 to to TO cord-327716-ehm4fgos 21 9 rule rule VB cord-327716-ehm4fgos 21 10 out out RP cord-327716-ehm4fgos 21 11 its -PRON- PRP$ cord-327716-ehm4fgos 21 12 presence presence NN cord-327716-ehm4fgos 21 13 conclusively conclusively RB cord-327716-ehm4fgos 21 14 due due JJ cord-327716-ehm4fgos 21 15 to to TO cord-327716-ehm4fgos 21 16 sample sample NN cord-327716-ehm4fgos 21 17 size size NN cord-327716-ehm4fgos 21 18 and and CC cord-327716-ehm4fgos 21 19 other other JJ cord-327716-ehm4fgos 21 20 limitations limitation NNS cord-327716-ehm4fgos 21 21 . . . cord-327716-ehm4fgos 22 1 The the DT cord-327716-ehm4fgos 22 2 updated update VBN cord-327716-ehm4fgos 22 3 basic basic JJ cord-327716-ehm4fgos 22 4 reproductive reproductive JJ cord-327716-ehm4fgos 22 5 number number NN cord-327716-ehm4fgos 22 6 was be VBD cord-327716-ehm4fgos 22 7 found find VBN cord-327716-ehm4fgos 22 8 to to TO cord-327716-ehm4fgos 22 9 be be VB cord-327716-ehm4fgos 22 10 2.12 2.12 CD cord-327716-ehm4fgos 22 11 on on IN cord-327716-ehm4fgos 22 12 average average JJ cord-327716-ehm4fgos 22 13 with with IN cord-327716-ehm4fgos 22 14 a a DT cord-327716-ehm4fgos 22 15 95 95 CD cord-327716-ehm4fgos 22 16 % % NN cord-327716-ehm4fgos 22 17 credible credible JJ cord-327716-ehm4fgos 22 18 interval interval NN cord-327716-ehm4fgos 22 19 of of IN cord-327716-ehm4fgos 22 20 [ [ -LRB- cord-327716-ehm4fgos 22 21 2.04 2.04 CD cord-327716-ehm4fgos 22 22 , , , cord-327716-ehm4fgos 22 23 2.18 2.18 CD cord-327716-ehm4fgos 22 24 ] ] -RRB- cord-327716-ehm4fgos 22 25 . . . cord-327716-ehm4fgos 23 1 It -PRON- PRP cord-327716-ehm4fgos 23 2 is be VBZ cord-327716-ehm4fgos 23 3 smaller small JJR cord-327716-ehm4fgos 23 4 than than IN cord-327716-ehm4fgos 23 5 previous previous JJ cord-327716-ehm4fgos 23 6 estimates estimate NNS cord-327716-ehm4fgos 23 7 probably probably RB cord-327716-ehm4fgos 23 8 because because IN cord-327716-ehm4fgos 23 9 the the DT cord-327716-ehm4fgos 23 10 new new JJ cord-327716-ehm4fgos 23 11 estimate estimate NN cord-327716-ehm4fgos 23 12 factors factor NNS cord-327716-ehm4fgos 23 13 in in IN cord-327716-ehm4fgos 23 14 the the DT cord-327716-ehm4fgos 23 15 social social JJ cord-327716-ehm4fgos 23 16 and and CC cord-327716-ehm4fgos 23 17 non non JJ cord-327716-ehm4fgos 23 18 - - JJ cord-327716-ehm4fgos 23 19 pharmaceutical pharmaceutical JJ cord-327716-ehm4fgos 23 20 mitigation mitigation NN cord-327716-ehm4fgos 23 21 implemented implement VBN cord-327716-ehm4fgos 23 22 in in IN cord-327716-ehm4fgos 23 23 Wuhan Wuhan NNP cord-327716-ehm4fgos 23 24 through through IN cord-327716-ehm4fgos 23 25 the the DT cord-327716-ehm4fgos 23 26 evacuee evacuee NN cord-327716-ehm4fgos 23 27 dataset dataset NN cord-327716-ehm4fgos 23 28 . . . cord-327716-ehm4fgos 24 1 Detailed detailed JJ cord-327716-ehm4fgos 24 2 predictions prediction NNS cord-327716-ehm4fgos 24 3 of of IN cord-327716-ehm4fgos 24 4 infected infected JJ cord-327716-ehm4fgos 24 5 individuals individual NNS cord-327716-ehm4fgos 24 6 exported export VBN cord-327716-ehm4fgos 24 7 both both CC cord-327716-ehm4fgos 24 8 domestically domestically RB cord-327716-ehm4fgos 24 9 and and CC cord-327716-ehm4fgos 24 10 internationally internationally RB cord-327716-ehm4fgos 24 11 were be VBD cord-327716-ehm4fgos 24 12 produced produce VBN cord-327716-ehm4fgos 24 13 . . . cord-327716-ehm4fgos 25 1 The the DT cord-327716-ehm4fgos 25 2 estimated estimate VBN cord-327716-ehm4fgos 25 3 case case NN cord-327716-ehm4fgos 25 4 confirmation confirmation NN cord-327716-ehm4fgos 25 5 rate rate NN cord-327716-ehm4fgos 25 6 has have VBZ cord-327716-ehm4fgos 25 7 been be VBN cord-327716-ehm4fgos 25 8 low low JJ cord-327716-ehm4fgos 25 9 but but CC cord-327716-ehm4fgos 25 10 has have VBZ cord-327716-ehm4fgos 25 11 increased increase VBN cord-327716-ehm4fgos 25 12 steadily steadily RB cord-327716-ehm4fgos 25 13 to to IN cord-327716-ehm4fgos 25 14 23.37 23.37 CD cord-327716-ehm4fgos 25 15 % % NN cord-327716-ehm4fgos 25 16 on on IN cord-327716-ehm4fgos 25 17 average average JJ cord-327716-ehm4fgos 25 18 . . . cord-327716-ehm4fgos 26 1 The the DT cord-327716-ehm4fgos 26 2 findings finding NNS cord-327716-ehm4fgos 26 3 of of IN cord-327716-ehm4fgos 26 4 this this DT cord-327716-ehm4fgos 26 5 study study NN cord-327716-ehm4fgos 26 6 depend depend VB cord-327716-ehm4fgos 26 7 on on IN cord-327716-ehm4fgos 26 8 the the DT cord-327716-ehm4fgos 26 9 validity validity NN cord-327716-ehm4fgos 26 10 of of IN cord-327716-ehm4fgos 26 11 the the DT cord-327716-ehm4fgos 26 12 underlying underlie VBG cord-327716-ehm4fgos 26 13 assumptions assumption NNS cord-327716-ehm4fgos 26 14 , , , cord-327716-ehm4fgos 26 15 and and CC cord-327716-ehm4fgos 26 16 continuing continue VBG cord-327716-ehm4fgos 26 17 work work NN cord-327716-ehm4fgos 26 18 is be VBZ cord-327716-ehm4fgos 26 19 needed need VBN cord-327716-ehm4fgos 26 20 , , , cord-327716-ehm4fgos 26 21 especially especially RB cord-327716-ehm4fgos 26 22 in in IN cord-327716-ehm4fgos 26 23 monitoring monitor VBG cord-327716-ehm4fgos 26 24 the the DT cord-327716-ehm4fgos 26 25 current current JJ cord-327716-ehm4fgos 26 26 infection infection NN cord-327716-ehm4fgos 26 27 status status NN cord-327716-ehm4fgos 26 28 of of IN cord-327716-ehm4fgos 26 29 Wuhan Wuhan NNP cord-327716-ehm4fgos 26 30 residents resident NNS cord-327716-ehm4fgos 26 31 . . . cord-327716-ehm4fgos 27 1 The the DT cord-327716-ehm4fgos 27 2 novel novel JJ cord-327716-ehm4fgos 27 3 coronavirus coronavirus NN cord-327716-ehm4fgos 27 4 was be VBD cord-327716-ehm4fgos 27 5 first first RB cord-327716-ehm4fgos 27 6 detected detect VBN cord-327716-ehm4fgos 27 7 in in IN cord-327716-ehm4fgos 27 8 Wuhan Wuhan NNP cord-327716-ehm4fgos 27 9 , , , cord-327716-ehm4fgos 27 10 China China NNP cord-327716-ehm4fgos 27 11 in in IN cord-327716-ehm4fgos 27 12 December December NNP cord-327716-ehm4fgos 27 13 2019 2019 CD cord-327716-ehm4fgos 27 14 , , , cord-327716-ehm4fgos 27 15 and and CC cord-327716-ehm4fgos 27 16 three three CD cord-327716-ehm4fgos 27 17 months month NNS cord-327716-ehm4fgos 27 18 later later RB cord-327716-ehm4fgos 27 19 , , , cord-327716-ehm4fgos 27 20 28 28 CD cord-327716-ehm4fgos 27 21 countries country NNS cord-327716-ehm4fgos 27 22 / / SYM cord-327716-ehm4fgos 27 23 regions region NNS cord-327716-ehm4fgos 27 24 have have VBP cord-327716-ehm4fgos 27 25 reported report VBN cord-327716-ehm4fgos 27 26 confirmed confirm VBN cord-327716-ehm4fgos 27 27 cases case NNS cord-327716-ehm4fgos 27 28 of of IN cord-327716-ehm4fgos 27 29 COVID-19 covid-19 JJ cord-327716-ehm4fgos 27 30 infections infection NNS cord-327716-ehm4fgos 27 31 , , , cord-327716-ehm4fgos 27 32 with with IN cord-327716-ehm4fgos 27 33 a a DT cord-327716-ehm4fgos 27 34 total total NN cord-327716-ehm4fgos 27 35 of of IN cord-327716-ehm4fgos 27 36 43,101 43,101 CD cord-327716-ehm4fgos 27 37 confirmed confirm VBN cord-327716-ehm4fgos 27 38 cases case NNS cord-327716-ehm4fgos 27 39 globally globally RB cord-327716-ehm4fgos 27 40 ( ( -LRB- cord-327716-ehm4fgos 27 41 22pm 22pm JJ cord-327716-ehm4fgos 27 42 CST CST NNP cord-327716-ehm4fgos 27 43 on on IN cord-327716-ehm4fgos 27 44 Feb. February NNP cord-327716-ehm4fgos 27 45 10 10 CD cord-327716-ehm4fgos 27 46 , , , cord-327716-ehm4fgos 27 47 2020 2020 CD cord-327716-ehm4fgos 27 48 ) ) -RRB- cord-327716-ehm4fgos 27 49 . . . cord-327716-ehm4fgos 28 1 Illness illness NN cord-327716-ehm4fgos 28 2 associated associate VBN cord-327716-ehm4fgos 28 3 with with IN cord-327716-ehm4fgos 28 4 COVID-19 covid-19 JJ cord-327716-ehm4fgos 28 5 infection infection NN cord-327716-ehm4fgos 28 6 ranges range VBZ cord-327716-ehm4fgos 28 7 from from IN cord-327716-ehm4fgos 28 8 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 28 9 or or CC cord-327716-ehm4fgos 28 10 mild mild JJ cord-327716-ehm4fgos 28 11 respiratory respiratory JJ cord-327716-ehm4fgos 28 12 illness illness NN cord-327716-ehm4fgos 28 13 to to IN cord-327716-ehm4fgos 28 14 severe severe JJ cord-327716-ehm4fgos 28 15 respiratory respiratory JJ cord-327716-ehm4fgos 28 16 symptoms symptom NNS cord-327716-ehm4fgos 28 17 and and CC cord-327716-ehm4fgos 28 18 death death NN cord-327716-ehm4fgos 28 19 . . . cord-327716-ehm4fgos 29 1 At at IN cord-327716-ehm4fgos 29 2 the the DT cord-327716-ehm4fgos 29 3 time time NN cord-327716-ehm4fgos 29 4 of of IN cord-327716-ehm4fgos 29 5 this this DT cord-327716-ehm4fgos 29 6 writing writing NN cord-327716-ehm4fgos 29 7 , , , cord-327716-ehm4fgos 29 8 there there EX cord-327716-ehm4fgos 29 9 has have VBZ cord-327716-ehm4fgos 29 10 been be VBN cord-327716-ehm4fgos 29 11 1,018 1,018 CD cord-327716-ehm4fgos 29 12 confirmed confirm VBN cord-327716-ehm4fgos 29 13 deaths death NNS cord-327716-ehm4fgos 29 14 globally globally RB cord-327716-ehm4fgos 29 15 from from IN cord-327716-ehm4fgos 29 16 the the DT cord-327716-ehm4fgos 29 17 infection infection NN cord-327716-ehm4fgos 29 18 . . . cord-327716-ehm4fgos 30 1 Much much JJ cord-327716-ehm4fgos 30 2 about about IN cord-327716-ehm4fgos 30 3 this this DT cord-327716-ehm4fgos 30 4 virus virus NN cord-327716-ehm4fgos 30 5 is be VBZ cord-327716-ehm4fgos 30 6 still still RB cord-327716-ehm4fgos 30 7 unknown unknown JJ cord-327716-ehm4fgos 30 8 at at IN cord-327716-ehm4fgos 30 9 this this DT cord-327716-ehm4fgos 30 10 stage stage NN cord-327716-ehm4fgos 30 11 ( ( -LRB- cord-327716-ehm4fgos 30 12 see see VB cord-327716-ehm4fgos 30 13 Figure figure NN cord-327716-ehm4fgos 30 14 1 1 CD cord-327716-ehm4fgos 30 15 for for IN cord-327716-ehm4fgos 30 16 a a DT cord-327716-ehm4fgos 30 17 timeline timeline NN cord-327716-ehm4fgos 30 18 of of IN cord-327716-ehm4fgos 30 19 important important JJ cord-327716-ehm4fgos 30 20 events event NNS cord-327716-ehm4fgos 30 21 ) ) -RRB- cord-327716-ehm4fgos 30 22 . . . cord-327716-ehm4fgos 31 1 The the DT cord-327716-ehm4fgos 31 2 initial initial JJ cord-327716-ehm4fgos 31 3 batch batch NN cord-327716-ehm4fgos 31 4 of of IN cord-327716-ehm4fgos 31 5 confirmed confirm VBN cord-327716-ehm4fgos 31 6 cases case NNS cord-327716-ehm4fgos 31 7 has have VBZ cord-327716-ehm4fgos 31 8 links link NNS cord-327716-ehm4fgos 31 9 with with IN cord-327716-ehm4fgos 31 10 a a DT cord-327716-ehm4fgos 31 11 live live JJ cord-327716-ehm4fgos 31 12 animal animal NN cord-327716-ehm4fgos 31 13 market market NN cord-327716-ehm4fgos 31 14 in in IN cord-327716-ehm4fgos 31 15 Wuhan Wuhan NNP cord-327716-ehm4fgos 31 16 ( ( -LRB- cord-327716-ehm4fgos 31 17 Huanan Huanan NNP cord-327716-ehm4fgos 31 18 seafood seafood NN cord-327716-ehm4fgos 31 19 market market NN cord-327716-ehm4fgos 31 20 ) ) -RRB- cord-327716-ehm4fgos 31 21 , , , cord-327716-ehm4fgos 31 22 suggesting suggest VBG cord-327716-ehm4fgos 31 23 a a DT cord-327716-ehm4fgos 31 24 zoonotic zoonotic JJ cord-327716-ehm4fgos 31 25 origin origin NN cord-327716-ehm4fgos 31 26 ( ( -LRB- cord-327716-ehm4fgos 31 27 Li Li NNP cord-327716-ehm4fgos 31 28 et et NNP cord-327716-ehm4fgos 31 29 al al NNP cord-327716-ehm4fgos 31 30 . . NNP cord-327716-ehm4fgos 31 31 , , , cord-327716-ehm4fgos 31 32 2020 2020 CD cord-327716-ehm4fgos 31 33 ) ) -RRB- cord-327716-ehm4fgos 31 34 . . . cord-327716-ehm4fgos 32 1 It -PRON- PRP cord-327716-ehm4fgos 32 2 is be VBZ cord-327716-ehm4fgos 32 3 suspected suspect VBN cord-327716-ehm4fgos 32 4 that that IN cord-327716-ehm4fgos 32 5 the the DT cord-327716-ehm4fgos 32 6 virus virus NN cord-327716-ehm4fgos 32 7 originated originate VBD cord-327716-ehm4fgos 32 8 from from IN cord-327716-ehm4fgos 32 9 bats bat NNS cord-327716-ehm4fgos 32 10 , , , cord-327716-ehm4fgos 32 11 but but CC cord-327716-ehm4fgos 32 12 the the DT cord-327716-ehm4fgos 32 13 definite definite JJ cord-327716-ehm4fgos 32 14 source source NN cord-327716-ehm4fgos 32 15 and and CC cord-327716-ehm4fgos 32 16 its -PRON- PRP$ cord-327716-ehm4fgos 32 17 reservoir reservoir NN cord-327716-ehm4fgos 32 18 host(s host(s NNP cord-327716-ehm4fgos 32 19 ) ) -RRB- cord-327716-ehm4fgos 32 20 are be VBP cord-327716-ehm4fgos 32 21 still still RB cord-327716-ehm4fgos 32 22 unknown unknown JJ cord-327716-ehm4fgos 32 23 . . . cord-327716-ehm4fgos 33 1 Infections infection NNS cord-327716-ehm4fgos 33 2 among among IN cord-327716-ehm4fgos 33 3 colleagues colleague NNS cord-327716-ehm4fgos 33 4 and and CC cord-327716-ehm4fgos 33 5 family family NN cord-327716-ehm4fgos 33 6 members member NNS cord-327716-ehm4fgos 33 7 , , , cord-327716-ehm4fgos 33 8 who who WP cord-327716-ehm4fgos 33 9 do do VBP cord-327716-ehm4fgos 33 10 not not RB cord-327716-ehm4fgos 33 11 have have VB cord-327716-ehm4fgos 33 12 a a DT cord-327716-ehm4fgos 33 13 recent recent JJ cord-327716-ehm4fgos 33 14 travel travel NN cord-327716-ehm4fgos 33 15 history history NN cord-327716-ehm4fgos 33 16 to to IN cord-327716-ehm4fgos 33 17 Wuhan Wuhan NNP cord-327716-ehm4fgos 33 18 , , , cord-327716-ehm4fgos 33 19 and and CC cord-327716-ehm4fgos 33 20 also also RB cord-327716-ehm4fgos 33 21 among among IN cord-327716-ehm4fgos 33 22 health health NN cord-327716-ehm4fgos 33 23 care care NN cord-327716-ehm4fgos 33 24 workers worker NNS cord-327716-ehm4fgos 33 25 confirm confirm VBP cord-327716-ehm4fgos 33 26 the the DT cord-327716-ehm4fgos 33 27 human human NN cord-327716-ehm4fgos 33 28 - - HYPH cord-327716-ehm4fgos 33 29 to to IN cord-327716-ehm4fgos 33 30 - - HYPH cord-327716-ehm4fgos 33 31 human human JJ cord-327716-ehm4fgos 33 32 transmission transmission NN cord-327716-ehm4fgos 34 1 ( ( -LRB- cord-327716-ehm4fgos 34 2 Bastola Bastola NNP cord-327716-ehm4fgos 34 3 et et NNP cord-327716-ehm4fgos 34 4 al al NNP cord-327716-ehm4fgos 34 5 . . NNP cord-327716-ehm4fgos 34 6 , , , cord-327716-ehm4fgos 34 7 2020 2020 CD cord-327716-ehm4fgos 34 8 ; ; : cord-327716-ehm4fgos 34 9 Chan Chan NNP cord-327716-ehm4fgos 34 10 et et NNP cord-327716-ehm4fgos 34 11 al al NNP cord-327716-ehm4fgos 34 12 . . NNP cord-327716-ehm4fgos 34 13 , , , cord-327716-ehm4fgos 34 14 2020 2020 CD cord-327716-ehm4fgos 34 15 ; ; . cord-327716-ehm4fgos 35 1 Li Li NNP cord-327716-ehm4fgos 35 2 et et NNP cord-327716-ehm4fgos 35 3 al al NNP cord-327716-ehm4fgos 35 4 . . NNP cord-327716-ehm4fgos 35 5 , , , cord-327716-ehm4fgos 35 6 2020 2020 CD cord-327716-ehm4fgos 35 7 ; ; : cord-327716-ehm4fgos 35 8 Phan Phan NNP cord-327716-ehm4fgos 35 9 et et NNP cord-327716-ehm4fgos 35 10 al al NNP cord-327716-ehm4fgos 35 11 . . NNP cord-327716-ehm4fgos 35 12 , , , cord-327716-ehm4fgos 35 13 2020 2020 CD cord-327716-ehm4fgos 35 14 ; ; : cord-327716-ehm4fgos 35 15 World World NNP cord-327716-ehm4fgos 35 16 Health Health NNP cord-327716-ehm4fgos 35 17 Organization Organization NNP cord-327716-ehm4fgos 35 18 , , , cord-327716-ehm4fgos 35 19 2020 2020 CD cord-327716-ehm4fgos 35 20 ) ) -RRB- cord-327716-ehm4fgos 35 21 . . . cord-327716-ehm4fgos 36 1 A a DT cord-327716-ehm4fgos 36 2 recent recent JJ cord-327716-ehm4fgos 36 3 concern concern NN cord-327716-ehm4fgos 36 4 is be VBZ cord-327716-ehm4fgos 36 5 the the DT cord-327716-ehm4fgos 36 6 potential potential JJ cord-327716-ehm4fgos 36 7 presence presence NN cord-327716-ehm4fgos 36 8 of of IN cord-327716-ehm4fgos 36 9 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 36 10 transmission transmission NN cord-327716-ehm4fgos 36 11 . . . cord-327716-ehm4fgos 37 1 One one CD cord-327716-ehm4fgos 37 2 confirmed confirm VBD cord-327716-ehm4fgos 37 3 case case NN cord-327716-ehm4fgos 37 4 in in IN cord-327716-ehm4fgos 37 5 Germany Germany NNP cord-327716-ehm4fgos 37 6 suggests suggest VBZ cord-327716-ehm4fgos 37 7 that that IN cord-327716-ehm4fgos 37 8 the the DT cord-327716-ehm4fgos 37 9 infection infection NN cord-327716-ehm4fgos 37 10 may may MD cord-327716-ehm4fgos 37 11 have have VB cord-327716-ehm4fgos 37 12 been be VBN cord-327716-ehm4fgos 37 13 transmitted transmit VBN cord-327716-ehm4fgos 37 14 during during IN cord-327716-ehm4fgos 37 15 the the DT cord-327716-ehm4fgos 37 16 incubation incubation NN cord-327716-ehm4fgos 37 17 period period NN cord-327716-ehm4fgos 37 18 of of IN cord-327716-ehm4fgos 37 19 the the DT cord-327716-ehm4fgos 37 20 index index NN cord-327716-ehm4fgos 37 21 patient patient NN cord-327716-ehm4fgos 37 22 ( ( -LRB- cord-327716-ehm4fgos 37 23 Rothe Rothe NNP cord-327716-ehm4fgos 37 24 et et FW cord-327716-ehm4fgos 37 25 al al NNP cord-327716-ehm4fgos 37 26 . . NNP cord-327716-ehm4fgos 37 27 , , , cord-327716-ehm4fgos 37 28 2020 2020 CD cord-327716-ehm4fgos 37 29 ) ) -RRB- cord-327716-ehm4fgos 37 30 . . . cord-327716-ehm4fgos 38 1 In in IN cord-327716-ehm4fgos 38 2 the the DT cord-327716-ehm4fgos 38 3 dynamics dynamic NNS cord-327716-ehm4fgos 38 4 of of IN cord-327716-ehm4fgos 38 5 an an DT cord-327716-ehm4fgos 38 6 outbreak outbreak NN cord-327716-ehm4fgos 38 7 , , , cord-327716-ehm4fgos 38 8 the the DT cord-327716-ehm4fgos 38 9 basic basic JJ cord-327716-ehm4fgos 38 10 reproductive reproductive JJ cord-327716-ehm4fgos 38 11 number number NN cord-327716-ehm4fgos 38 12 R r NN cord-327716-ehm4fgos 38 13 0 0 CD cord-327716-ehm4fgos 38 14 is be VBZ cord-327716-ehm4fgos 38 15 an an DT cord-327716-ehm4fgos 38 16 important important JJ cord-327716-ehm4fgos 38 17 epidemiological epidemiological JJ cord-327716-ehm4fgos 38 18 parameter parameter NN cord-327716-ehm4fgos 38 19 : : : cord-327716-ehm4fgos 38 20 it -PRON- PRP cord-327716-ehm4fgos 38 21 measures measure VBZ cord-327716-ehm4fgos 38 22 the the DT cord-327716-ehm4fgos 38 23 number number NN cord-327716-ehm4fgos 38 24 of of IN cord-327716-ehm4fgos 38 25 cases case NNS cord-327716-ehm4fgos 38 26 an an DT cord-327716-ehm4fgos 38 27 initial initial JJ cord-327716-ehm4fgos 38 28 infectious infectious JJ cord-327716-ehm4fgos 38 29 individual individual NN cord-327716-ehm4fgos 38 30 can can MD cord-327716-ehm4fgos 38 31 generate generate VB cord-327716-ehm4fgos 38 32 in in IN cord-327716-ehm4fgos 38 33 a a DT cord-327716-ehm4fgos 38 34 fully fully RB cord-327716-ehm4fgos 38 35 susceptible susceptible JJ cord-327716-ehm4fgos 38 36 population population NN cord-327716-ehm4fgos 38 37 . . . cord-327716-ehm4fgos 39 1 A a DT cord-327716-ehm4fgos 39 2 larger large JJR cord-327716-ehm4fgos 39 3 than than IN cord-327716-ehm4fgos 39 4 one one CD cord-327716-ehm4fgos 39 5 R r NN cord-327716-ehm4fgos 39 6 0 0 CD cord-327716-ehm4fgos 39 7 indicates indicate VBZ cord-327716-ehm4fgos 39 8 the the DT cord-327716-ehm4fgos 39 9 epidemic epidemic NN cord-327716-ehm4fgos 39 10 is be VBZ cord-327716-ehm4fgos 39 11 growing grow VBG cord-327716-ehm4fgos 39 12 , , , cord-327716-ehm4fgos 39 13 while while IN cord-327716-ehm4fgos 39 14 a a DT cord-327716-ehm4fgos 39 15 smaller small JJR cord-327716-ehm4fgos 39 16 than than IN cord-327716-ehm4fgos 39 17 one one CD cord-327716-ehm4fgos 39 18 R r NN cord-327716-ehm4fgos 39 19 0 0 CD cord-327716-ehm4fgos 39 20 indicates indicate VBZ cord-327716-ehm4fgos 39 21 the the DT cord-327716-ehm4fgos 39 22 epidemic epidemic NN cord-327716-ehm4fgos 39 23 is be VBZ cord-327716-ehm4fgos 39 24 declining decline VBG cord-327716-ehm4fgos 39 25 . . . cord-327716-ehm4fgos 40 1 Two two CD cord-327716-ehm4fgos 40 2 separate separate JJ cord-327716-ehm4fgos 40 3 studies study NNS cord-327716-ehm4fgos 40 4 used use VBD cord-327716-ehm4fgos 40 5 the the DT cord-327716-ehm4fgos 40 6 Susceptible Susceptible NNP cord-327716-ehm4fgos 40 7 - - HYPH cord-327716-ehm4fgos 40 8 Exposed expose VBN cord-327716-ehm4fgos 40 9 - - HYPH cord-327716-ehm4fgos 40 10 Infected infected JJ cord-327716-ehm4fgos 40 11 - - HYPH cord-327716-ehm4fgos 40 12 Resistant resistant JJ cord-327716-ehm4fgos 40 13 ( ( -LRB- cord-327716-ehm4fgos 40 14 SEIR SEIR NNP cord-327716-ehm4fgos 40 15 ) ) -RRB- cord-327716-ehm4fgos 40 16 model model NN cord-327716-ehm4fgos 40 17 to to TO cord-327716-ehm4fgos 40 18 study study VB cord-327716-ehm4fgos 40 19 the the DT cord-327716-ehm4fgos 40 20 epidemiological epidemiological JJ cord-327716-ehm4fgos 40 21 dynamics dynamic NNS cord-327716-ehm4fgos 40 22 of of IN cord-327716-ehm4fgos 40 23 the the DT cord-327716-ehm4fgos 40 24 outbreak outbreak NN cord-327716-ehm4fgos 40 25 in in IN cord-327716-ehm4fgos 40 26 Wuhan Wuhan NNP cord-327716-ehm4fgos 40 27 , , , cord-327716-ehm4fgos 40 28 and and CC cord-327716-ehm4fgos 40 29 the the DT cord-327716-ehm4fgos 40 30 estimated estimate VBN cord-327716-ehm4fgos 40 31 R r NN cord-327716-ehm4fgos 40 32 0 0 CD cord-327716-ehm4fgos 40 33 ranges range NNS cord-327716-ehm4fgos 40 34 from from IN cord-327716-ehm4fgos 40 35 2.68 2.68 CD cord-327716-ehm4fgos 40 36 to to IN cord-327716-ehm4fgos 40 37 3.8 3.8 CD cord-327716-ehm4fgos 41 1 ( ( -LRB- cord-327716-ehm4fgos 41 2 Read read VB cord-327716-ehm4fgos 41 3 , , , cord-327716-ehm4fgos 41 4 Bridgen Bridgen NNP cord-327716-ehm4fgos 41 5 , , , cord-327716-ehm4fgos 41 6 Cummings Cummings NNP cord-327716-ehm4fgos 41 7 , , , cord-327716-ehm4fgos 41 8 Ho Ho NNP cord-327716-ehm4fgos 41 9 , , , cord-327716-ehm4fgos 41 10 & & CC cord-327716-ehm4fgos 41 11 Jewell Jewell NNP cord-327716-ehm4fgos 41 12 , , , cord-327716-ehm4fgos 41 13 2020 2020 CD cord-327716-ehm4fgos 41 14 ; ; : cord-327716-ehm4fgos 41 15 Wu Wu NNP cord-327716-ehm4fgos 41 16 , , , cord-327716-ehm4fgos 41 17 Leung Leung NNP cord-327716-ehm4fgos 41 18 , , , cord-327716-ehm4fgos 41 19 & & CC cord-327716-ehm4fgos 41 20 Leung Leung NNP cord-327716-ehm4fgos 41 21 , , , cord-327716-ehm4fgos 41 22 2020 2020 CD cord-327716-ehm4fgos 41 23 ) ) -RRB- cord-327716-ehm4fgos 41 24 . . . cord-327716-ehm4fgos 42 1 The the DT cord-327716-ehm4fgos 42 2 estimate estimate NN cord-327716-ehm4fgos 42 3 of of IN cord-327716-ehm4fgos 42 4 R r NN cord-327716-ehm4fgos 42 5 0 0 CD cord-327716-ehm4fgos 42 6 shows show VBZ cord-327716-ehm4fgos 42 7 much much JJ cord-327716-ehm4fgos 42 8 variation variation NN cord-327716-ehm4fgos 42 9 among among IN cord-327716-ehm4fgos 42 10 different different JJ cord-327716-ehm4fgos 42 11 studies study NNS cord-327716-ehm4fgos 42 12 , , , cord-327716-ehm4fgos 42 13 and and CC cord-327716-ehm4fgos 42 14 also also RB cord-327716-ehm4fgos 42 15 within within IN cord-327716-ehm4fgos 42 16 each each DT cord-327716-ehm4fgos 42 17 study study NN cord-327716-ehm4fgos 42 18 with with IN cord-327716-ehm4fgos 42 19 different different JJ cord-327716-ehm4fgos 42 20 model model NN cord-327716-ehm4fgos 42 21 assumptions assumption NNS cord-327716-ehm4fgos 42 22 . . . cord-327716-ehm4fgos 43 1 In in IN cord-327716-ehm4fgos 43 2 addition addition NN cord-327716-ehm4fgos 43 3 , , , cord-327716-ehm4fgos 43 4 both both DT cord-327716-ehm4fgos 43 5 studies study NNS cord-327716-ehm4fgos 43 6 used use VBD cord-327716-ehm4fgos 43 7 different different JJ cord-327716-ehm4fgos 43 8 traffic traffic NN cord-327716-ehm4fgos 43 9 data datum NNS cord-327716-ehm4fgos 43 10 to to TO cord-327716-ehm4fgos 43 11 model model VB cord-327716-ehm4fgos 43 12 the the DT cord-327716-ehm4fgos 43 13 population population NN cord-327716-ehm4fgos 43 14 flow flow NN cord-327716-ehm4fgos 43 15 : : : cord-327716-ehm4fgos 43 16 historical historical JJ cord-327716-ehm4fgos 43 17 air air NN cord-327716-ehm4fgos 43 18 travel travel NN cord-327716-ehm4fgos 43 19 was be VBD cord-327716-ehm4fgos 43 20 used use VBN cord-327716-ehm4fgos 43 21 in in IN cord-327716-ehm4fgos 43 22 Read Read NNP cord-327716-ehm4fgos 43 23 et et FW cord-327716-ehm4fgos 43 24 al al NNP cord-327716-ehm4fgos 43 25 . . . cord-327716-ehm4fgos 44 1 ( ( -LRB- cord-327716-ehm4fgos 44 2 2020 2020 CD cord-327716-ehm4fgos 44 3 ) ) -RRB- cord-327716-ehm4fgos 44 4 , , , cord-327716-ehm4fgos 44 5 and and CC cord-327716-ehm4fgos 45 1 historical historical JJ cord-327716-ehm4fgos 45 2 air air NN cord-327716-ehm4fgos 45 3 , , , cord-327716-ehm4fgos 45 4 train train NN cord-327716-ehm4fgos 45 5 and and CC cord-327716-ehm4fgos 45 6 road road NN cord-327716-ehm4fgos 45 7 travel travel NN cord-327716-ehm4fgos 45 8 was be VBD cord-327716-ehm4fgos 45 9 used use VBN cord-327716-ehm4fgos 45 10 in in IN cord-327716-ehm4fgos 45 11 Wu Wu NNP cord-327716-ehm4fgos 45 12 et et NNP cord-327716-ehm4fgos 45 13 al al NNP cord-327716-ehm4fgos 45 14 . . . cord-327716-ehm4fgos 46 1 ( ( -LRB- cord-327716-ehm4fgos 46 2 2020 2020 CD cord-327716-ehm4fgos 46 3 ) ) -RRB- cord-327716-ehm4fgos 46 4 . . . cord-327716-ehm4fgos 47 1 It -PRON- PRP cord-327716-ehm4fgos 47 2 is be VBZ cord-327716-ehm4fgos 47 3 assumed assume VBN cord-327716-ehm4fgos 47 4 that that IN cord-327716-ehm4fgos 47 5 the the DT cord-327716-ehm4fgos 47 6 real real JJ cord-327716-ehm4fgos 47 7 time time NN cord-327716-ehm4fgos 47 8 traffic traffic NN cord-327716-ehm4fgos 47 9 pattern pattern NN cord-327716-ehm4fgos 47 10 in in IN cord-327716-ehm4fgos 47 11 Wuhan Wuhan NNP cord-327716-ehm4fgos 47 12 is be VBZ cord-327716-ehm4fgos 47 13 not not RB cord-327716-ehm4fgos 47 14 affected affect VBN cord-327716-ehm4fgos 47 15 by by IN cord-327716-ehm4fgos 47 16 the the DT cord-327716-ehm4fgos 47 17 outbreak outbreak NN cord-327716-ehm4fgos 47 18 . . . cord-327716-ehm4fgos 48 1 However however RB cord-327716-ehm4fgos 48 2 , , , cord-327716-ehm4fgos 48 3 this this DT cord-327716-ehm4fgos 48 4 assumption assumption NN cord-327716-ehm4fgos 48 5 needs need VBZ cord-327716-ehm4fgos 48 6 to to TO cord-327716-ehm4fgos 48 7 be be VB cord-327716-ehm4fgos 48 8 verified verify VBN cord-327716-ehm4fgos 48 9 with with IN cord-327716-ehm4fgos 48 10 the the DT cord-327716-ehm4fgos 48 11 real real JJ cord-327716-ehm4fgos 48 12 time time NN cord-327716-ehm4fgos 48 13 population population NN cord-327716-ehm4fgos 48 14 flow flow VBP cord-327716-ehm4fgos 48 15 , , , cord-327716-ehm4fgos 48 16 because because IN cord-327716-ehm4fgos 48 17 Wuhan Wuhan NNP cord-327716-ehm4fgos 48 18 , , , cord-327716-ehm4fgos 48 19 as as IN cord-327716-ehm4fgos 48 20 a a DT cord-327716-ehm4fgos 48 21 major major JJ cord-327716-ehm4fgos 48 22 air air NN cord-327716-ehm4fgos 48 23 and and CC cord-327716-ehm4fgos 48 24 train train NN cord-327716-ehm4fgos 48 25 traffic traffic NN cord-327716-ehm4fgos 48 26 hub hub NN cord-327716-ehm4fgos 48 27 in in IN cord-327716-ehm4fgos 48 28 the the DT cord-327716-ehm4fgos 48 29 central central JJ cord-327716-ehm4fgos 48 30 China China NNP cord-327716-ehm4fgos 48 31 and and CC cord-327716-ehm4fgos 48 32 with with IN cord-327716-ehm4fgos 48 33 a a DT cord-327716-ehm4fgos 48 34 36 36 CD cord-327716-ehm4fgos 48 35 % % NN cord-327716-ehm4fgos 48 36 floating float VBG cord-327716-ehm4fgos 48 37 population population NN cord-327716-ehm4fgos 48 38 , , , cord-327716-ehm4fgos 48 39 has have VBZ cord-327716-ehm4fgos 48 40 the the DT cord-327716-ehm4fgos 48 41 capacity capacity NN cord-327716-ehm4fgos 48 42 to to TO cord-327716-ehm4fgos 48 43 drive drive VB cord-327716-ehm4fgos 48 44 substantial substantial JJ cord-327716-ehm4fgos 48 45 day day NN cord-327716-ehm4fgos 48 46 - - HYPH cord-327716-ehm4fgos 48 47 to to IN cord-327716-ehm4fgos 48 48 - - HYPH cord-327716-ehm4fgos 48 49 day day NN cord-327716-ehm4fgos 48 50 variation variation NN cord-327716-ehm4fgos 48 51 in in IN cord-327716-ehm4fgos 48 52 traffic traffic NN cord-327716-ehm4fgos 48 53 . . . cord-327716-ehm4fgos 49 1 It -PRON- PRP cord-327716-ehm4fgos 49 2 is be VBZ cord-327716-ehm4fgos 49 3 important important JJ cord-327716-ehm4fgos 49 4 to to TO cord-327716-ehm4fgos 49 5 investigate investigate VB cord-327716-ehm4fgos 49 6 alternative alternative JJ cord-327716-ehm4fgos 49 7 sources source NNS cord-327716-ehm4fgos 49 8 of of IN cord-327716-ehm4fgos 49 9 information information NN cord-327716-ehm4fgos 49 10 to to TO cord-327716-ehm4fgos 49 11 understand understand VB cord-327716-ehm4fgos 49 12 the the DT cord-327716-ehm4fgos 49 13 disease disease NN cord-327716-ehm4fgos 49 14 dynamics dynamic NNS cord-327716-ehm4fgos 49 15 due due JJ cord-327716-ehm4fgos 49 16 to to IN cord-327716-ehm4fgos 49 17 the the DT cord-327716-ehm4fgos 49 18 inherent inherent JJ cord-327716-ehm4fgos 49 19 issues issue NNS cord-327716-ehm4fgos 49 20 associated associate VBN cord-327716-ehm4fgos 49 21 with with IN cord-327716-ehm4fgos 49 22 the the DT cord-327716-ehm4fgos 49 23 time time NN cord-327716-ehm4fgos 49 24 series series NN cord-327716-ehm4fgos 49 25 of of IN cord-327716-ehm4fgos 49 26 the the DT cord-327716-ehm4fgos 49 27 confirmed confirm VBN cord-327716-ehm4fgos 49 28 cases case NNS cord-327716-ehm4fgos 49 29 in in IN cord-327716-ehm4fgos 49 30 China China NNP cord-327716-ehm4fgos 49 31 . . . cord-327716-ehm4fgos 50 1 The the DT cord-327716-ehm4fgos 50 2 daily daily NN cord-327716-ehm4fgos 50 3 confirmed confirm VBN cord-327716-ehm4fgos 50 4 cases case NNS cord-327716-ehm4fgos 50 5 will will MD cord-327716-ehm4fgos 50 6 likely likely RB cord-327716-ehm4fgos 50 7 show show VB cord-327716-ehm4fgos 50 8 an an DT cord-327716-ehm4fgos 50 9 increasing increase VBG cord-327716-ehm4fgos 50 10 trend trend NN cord-327716-ehm4fgos 50 11 purely purely RB cord-327716-ehm4fgos 50 12 due due IN cord-327716-ehm4fgos 50 13 to to IN cord-327716-ehm4fgos 50 14 the the DT cord-327716-ehm4fgos 50 15 increase increase NN cord-327716-ehm4fgos 50 16 in in IN cord-327716-ehm4fgos 50 17 sample sample NN cord-327716-ehm4fgos 50 18 processing processing NN cord-327716-ehm4fgos 50 19 throughput throughput NN cord-327716-ehm4fgos 50 20 . . . cord-327716-ehm4fgos 51 1 Since since IN cord-327716-ehm4fgos 51 2 Jan. January NNP cord-327716-ehm4fgos 51 3 1 1 CD cord-327716-ehm4fgos 51 4 , , , cord-327716-ehm4fgos 51 5 2020 2020 CD cord-327716-ehm4fgos 51 6 , , , cord-327716-ehm4fgos 51 7 the the DT cord-327716-ehm4fgos 51 8 Chinese chinese JJ cord-327716-ehm4fgos 51 9 CDC CDC NNP cord-327716-ehm4fgos 51 10 has have VBZ cord-327716-ehm4fgos 51 11 progressively progressively RB cord-327716-ehm4fgos 51 12 adopted adopt VBN cord-327716-ehm4fgos 51 13 different different JJ cord-327716-ehm4fgos 51 14 versions version NNS cord-327716-ehm4fgos 51 15 of of IN cord-327716-ehm4fgos 51 16 the the DT cord-327716-ehm4fgos 51 17 case case NN cord-327716-ehm4fgos 51 18 definition definition NN cord-327716-ehm4fgos 51 19 , , , cord-327716-ehm4fgos 51 20 simplified simplify VBD cord-327716-ehm4fgos 51 21 the the DT cord-327716-ehm4fgos 51 22 procedural procedural JJ cord-327716-ehm4fgos 51 23 burden burden NN cord-327716-ehm4fgos 51 24 to to TO cord-327716-ehm4fgos 51 25 confirm confirm VB cord-327716-ehm4fgos 51 26 a a DT cord-327716-ehm4fgos 51 27 case case NN cord-327716-ehm4fgos 51 28 and and CC cord-327716-ehm4fgos 51 29 subsequently subsequently RB cord-327716-ehm4fgos 51 30 increased increase VBD cord-327716-ehm4fgos 51 31 the the DT cord-327716-ehm4fgos 51 32 throughput throughput NN cord-327716-ehm4fgos 51 33 of of IN cord-327716-ehm4fgos 51 34 processing process VBG cord-327716-ehm4fgos 51 35 virus virus NN cord-327716-ehm4fgos 51 36 samples sample NNS cord-327716-ehm4fgos 51 37 . . . cord-327716-ehm4fgos 52 1 One one CD cord-327716-ehm4fgos 52 2 study study NN cord-327716-ehm4fgos 52 3 used use VBD cord-327716-ehm4fgos 52 4 a a DT cord-327716-ehm4fgos 52 5 hypothesized hypothesize VBN cord-327716-ehm4fgos 52 6 temporally temporally RB cord-327716-ehm4fgos 52 7 increasing increase VBG cord-327716-ehm4fgos 52 8 confirmation confirmation NN cord-327716-ehm4fgos 52 9 rate rate NN cord-327716-ehm4fgos 52 10 to to TO cord-327716-ehm4fgos 52 11 estimate estimate VB cord-327716-ehm4fgos 52 12 R r NN cord-327716-ehm4fgos 52 13 0 0 CD cord-327716-ehm4fgos 53 1 ( ( -LRB- cord-327716-ehm4fgos 53 2 Zhao Zhao NNP cord-327716-ehm4fgos 53 3 et et NNP cord-327716-ehm4fgos 53 4 al al NNP cord-327716-ehm4fgos 53 5 . . NNP cord-327716-ehm4fgos 53 6 , , , cord-327716-ehm4fgos 53 7 2020 2020 CD cord-327716-ehm4fgos 53 8 ) ) -RRB- cord-327716-ehm4fgos 53 9 . . . cord-327716-ehm4fgos 54 1 However however RB cord-327716-ehm4fgos 54 2 , , , cord-327716-ehm4fgos 54 3 the the DT cord-327716-ehm4fgos 54 4 actual actual JJ cord-327716-ehm4fgos 54 5 confirmation confirmation NN cord-327716-ehm4fgos 54 6 rate rate NN cord-327716-ehm4fgos 54 7 is be VBZ cord-327716-ehm4fgos 54 8 unknown unknown JJ cord-327716-ehm4fgos 54 9 and and CC cord-327716-ehm4fgos 54 10 the the DT cord-327716-ehm4fgos 54 11 estimated estimate VBN cord-327716-ehm4fgos 54 12 R r NN cord-327716-ehm4fgos 54 13 0 0 CD cord-327716-ehm4fgos 54 14 is be VBZ cord-327716-ehm4fgos 54 15 highly highly RB cord-327716-ehm4fgos 54 16 variable variable JJ cord-327716-ehm4fgos 54 17 . . . cord-327716-ehm4fgos 55 1 Another another DT cord-327716-ehm4fgos 55 2 source source NN cord-327716-ehm4fgos 55 3 of of IN cord-327716-ehm4fgos 55 4 uncertainty uncertainty NN cord-327716-ehm4fgos 55 5 is be VBZ cord-327716-ehm4fgos 55 6 the the DT cord-327716-ehm4fgos 55 7 suspected suspect VBN cord-327716-ehm4fgos 55 8 low low JJ cord-327716-ehm4fgos 55 9 confirmation confirmation NN cord-327716-ehm4fgos 55 10 rate rate NN cord-327716-ehm4fgos 55 11 of of IN cord-327716-ehm4fgos 55 12 this this DT cord-327716-ehm4fgos 55 13 disease disease NN cord-327716-ehm4fgos 55 14 . . . cord-327716-ehm4fgos 56 1 It -PRON- PRP cord-327716-ehm4fgos 56 2 has have VBZ cord-327716-ehm4fgos 56 3 been be VBN cord-327716-ehm4fgos 56 4 estimated estimate VBN cord-327716-ehm4fgos 56 5 that that IN cord-327716-ehm4fgos 56 6 only only RB cord-327716-ehm4fgos 56 7 5.1 5.1 CD cord-327716-ehm4fgos 56 8 % % NN cord-327716-ehm4fgos 56 9 of of IN cord-327716-ehm4fgos 56 10 infections infection NNS cord-327716-ehm4fgos 56 11 in in IN cord-327716-ehm4fgos 56 12 Wuhan Wuhan NNP cord-327716-ehm4fgos 56 13 are be VBP cord-327716-ehm4fgos 56 14 identified identify VBN cord-327716-ehm4fgos 56 15 ( ( -LRB- cord-327716-ehm4fgos 56 16 Read read VB cord-327716-ehm4fgos 56 17 et et FW cord-327716-ehm4fgos 56 18 al al NNP cord-327716-ehm4fgos 56 19 . . NNP cord-327716-ehm4fgos 56 20 , , , cord-327716-ehm4fgos 56 21 2020 2020 CD cord-327716-ehm4fgos 56 22 ) ) -RRB- cord-327716-ehm4fgos 56 23 . . . cord-327716-ehm4fgos 57 1 With with IN cord-327716-ehm4fgos 57 2 these these DT cord-327716-ehm4fgos 57 3 concerns concern NNS cord-327716-ehm4fgos 57 4 , , , cord-327716-ehm4fgos 57 5 Wu Wu NNP cord-327716-ehm4fgos 57 6 et et NNP cord-327716-ehm4fgos 57 7 al al NNP cord-327716-ehm4fgos 57 8 . . . cord-327716-ehm4fgos 58 1 ( ( -LRB- cord-327716-ehm4fgos 58 2 2020 2020 CD cord-327716-ehm4fgos 58 3 ) ) -RRB- cord-327716-ehm4fgos 59 1 and and CC cord-327716-ehm4fgos 59 2 Nishiura Nishiura NNP cord-327716-ehm4fgos 59 3 , , , cord-327716-ehm4fgos 59 4 Jung Jung NNP cord-327716-ehm4fgos 59 5 , , , cord-327716-ehm4fgos 59 6 et et NNP cord-327716-ehm4fgos 59 7 al al NNP cord-327716-ehm4fgos 59 8 . . . cord-327716-ehm4fgos 60 1 ( ( -LRB- cord-327716-ehm4fgos 60 2 2020 2020 CD cord-327716-ehm4fgos 60 3 ) ) -RRB- cord-327716-ehm4fgos 60 4 used use VBD cord-327716-ehm4fgos 60 5 an an DT cord-327716-ehm4fgos 60 6 alternative alternative JJ cord-327716-ehm4fgos 60 7 data data NN cord-327716-ehm4fgos 60 8 source source NN cord-327716-ehm4fgos 60 9 , , , cord-327716-ehm4fgos 60 10 i.e. i.e. FW cord-327716-ehm4fgos 60 11 , , , cord-327716-ehm4fgos 60 12 the the DT cord-327716-ehm4fgos 60 13 number number NN cord-327716-ehm4fgos 60 14 of of IN cord-327716-ehm4fgos 60 15 internationally internationally RB cord-327716-ehm4fgos 60 16 exported export VBN cord-327716-ehm4fgos 60 17 cases case NNS cord-327716-ehm4fgos 60 18 between between IN cord-327716-ehm4fgos 60 19 Dec. December NNP cord-327716-ehm4fgos 60 20 31 31 CD cord-327716-ehm4fgos 60 21 , , , cord-327716-ehm4fgos 60 22 2019 2019 CD cord-327716-ehm4fgos 60 23 and and CC cord-327716-ehm4fgos 60 24 Jan. January NNP cord-327716-ehm4fgos 60 25 28 28 CD cord-327716-ehm4fgos 60 26 , , , cord-327716-ehm4fgos 60 27 2020 2020 CD cord-327716-ehm4fgos 60 28 , , , cord-327716-ehm4fgos 60 29 to to TO cord-327716-ehm4fgos 60 30 infer infer VB cord-327716-ehm4fgos 60 31 the the DT cord-327716-ehm4fgos 60 32 disease disease NN cord-327716-ehm4fgos 60 33 dynamics dynamic NNS cord-327716-ehm4fgos 60 34 . . . cord-327716-ehm4fgos 61 1 Another another DT cord-327716-ehm4fgos 61 2 alternative alternative JJ cord-327716-ehm4fgos 61 3 source source NN cord-327716-ehm4fgos 61 4 of of IN cord-327716-ehm4fgos 61 5 information information NN cord-327716-ehm4fgos 61 6 comes come VBZ cord-327716-ehm4fgos 61 7 from from IN cord-327716-ehm4fgos 61 8 the the DT cord-327716-ehm4fgos 61 9 evacuated evacuate VBN cord-327716-ehm4fgos 61 10 foreign foreign JJ cord-327716-ehm4fgos 61 11 nationals national NNS cord-327716-ehm4fgos 61 12 , , , cord-327716-ehm4fgos 61 13 which which WDT cord-327716-ehm4fgos 61 14 provide provide VBP cord-327716-ehm4fgos 61 15 snapshot snapshot JJ cord-327716-ehm4fgos 61 16 views view NNS cord-327716-ehm4fgos 61 17 of of IN cord-327716-ehm4fgos 61 18 the the DT cord-327716-ehm4fgos 61 19 status status NN cord-327716-ehm4fgos 61 20 of of IN cord-327716-ehm4fgos 61 21 the the DT cord-327716-ehm4fgos 61 22 epidemic epidemic NN cord-327716-ehm4fgos 61 23 in in IN cord-327716-ehm4fgos 61 24 the the DT cord-327716-ehm4fgos 61 25 city city NN cord-327716-ehm4fgos 61 26 of of IN cord-327716-ehm4fgos 61 27 Wuhan Wuhan NNP cord-327716-ehm4fgos 61 28 . . . cord-327716-ehm4fgos 62 1 Between between IN cord-327716-ehm4fgos 62 2 Jan Jan NNP cord-327716-ehm4fgos 62 3 29 29 CD cord-327716-ehm4fgos 62 4 and and CC cord-327716-ehm4fgos 62 5 Feb Feb NNP cord-327716-ehm4fgos 62 6 2 2 CD cord-327716-ehm4fgos 62 7 , , , cord-327716-ehm4fgos 62 8 2020 2020 CD cord-327716-ehm4fgos 62 9 , , , cord-327716-ehm4fgos 62 10 there there EX cord-327716-ehm4fgos 62 11 have have VBP cord-327716-ehm4fgos 62 12 been be VBN cord-327716-ehm4fgos 62 13 2,666 2,666 CD cord-327716-ehm4fgos 62 14 foreign foreign JJ cord-327716-ehm4fgos 62 15 nationals national NNS cord-327716-ehm4fgos 62 16 evacuated evacuate VBN cord-327716-ehm4fgos 62 17 out out IN cord-327716-ehm4fgos 62 18 of of IN cord-327716-ehm4fgos 62 19 Wuhan Wuhan NNP cord-327716-ehm4fgos 62 20 , , , cord-327716-ehm4fgos 62 21 and and CC cord-327716-ehm4fgos 62 22 their -PRON- PRP$ cord-327716-ehm4fgos 62 23 health health NN cord-327716-ehm4fgos 62 24 has have VBZ cord-327716-ehm4fgos 62 25 been be VBN cord-327716-ehm4fgos 62 26 closely closely RB cord-327716-ehm4fgos 62 27 monitored monitor VBN cord-327716-ehm4fgos 62 28 after after IN cord-327716-ehm4fgos 62 29 arrival arrival NN cord-327716-ehm4fgos 62 30 at at IN cord-327716-ehm4fgos 62 31 their -PRON- PRP$ cord-327716-ehm4fgos 62 32 destination destination NN cord-327716-ehm4fgos 62 33 , , , cord-327716-ehm4fgos 62 34 12 12 CD cord-327716-ehm4fgos 62 35 of of IN cord-327716-ehm4fgos 62 36 them -PRON- PRP cord-327716-ehm4fgos 62 37 have have VBP cord-327716-ehm4fgos 62 38 been be VBN cord-327716-ehm4fgos 62 39 tested test VBN cord-327716-ehm4fgos 62 40 positive positive JJ cord-327716-ehm4fgos 62 41 for for IN cord-327716-ehm4fgos 62 42 COVD-19 COVD-19 VBG cord-327716-ehm4fgos 62 43 infection infection NN cord-327716-ehm4fgos 62 44 as as IN cord-327716-ehm4fgos 62 45 of of IN cord-327716-ehm4fgos 62 46 this this DT cord-327716-ehm4fgos 62 47 writing writing NN cord-327716-ehm4fgos 62 48 ( ( -LRB- cord-327716-ehm4fgos 62 49 Feb Feb NNP cord-327716-ehm4fgos 62 50 11 11 CD cord-327716-ehm4fgos 62 51 , , , cord-327716-ehm4fgos 62 52 2020 2020 CD cord-327716-ehm4fgos 62 53 ) ) -RRB- cord-327716-ehm4fgos 62 54 . . . cord-327716-ehm4fgos 63 1 There there EX cord-327716-ehm4fgos 63 2 has have VBZ cord-327716-ehm4fgos 63 3 been be VBN cord-327716-ehm4fgos 63 4 at at RB cord-327716-ehm4fgos 63 5 least least JJS cord-327716-ehm4fgos 63 6 9 9 CD cord-327716-ehm4fgos 63 7 days day NNS cord-327716-ehm4fgos 63 8 between between IN cord-327716-ehm4fgos 63 9 the the DT cord-327716-ehm4fgos 63 10 latest late JJS cord-327716-ehm4fgos 63 11 date date NN cord-327716-ehm4fgos 63 12 of of IN cord-327716-ehm4fgos 63 13 evacuation evacuation NN cord-327716-ehm4fgos 63 14 included include VBN cord-327716-ehm4fgos 63 15 in in IN cord-327716-ehm4fgos 63 16 this this DT cord-327716-ehm4fgos 63 17 study study NN cord-327716-ehm4fgos 63 18 and and CC cord-327716-ehm4fgos 63 19 the the DT cord-327716-ehm4fgos 63 20 last last JJ cord-327716-ehm4fgos 63 21 day day NN cord-327716-ehm4fgos 63 22 of of IN cord-327716-ehm4fgos 63 23 confirmation confirmation NN cord-327716-ehm4fgos 63 24 to to TO cord-327716-ehm4fgos 63 25 avoid avoid VB cord-327716-ehm4fgos 63 26 any any DT cord-327716-ehm4fgos 63 27 bias bias NN cord-327716-ehm4fgos 63 28 in in IN cord-327716-ehm4fgos 63 29 the the DT cord-327716-ehm4fgos 63 30 infection infection NN cord-327716-ehm4fgos 63 31 rate rate NN cord-327716-ehm4fgos 63 32 . . . cord-327716-ehm4fgos 64 1 It -PRON- PRP cord-327716-ehm4fgos 64 2 should should MD cord-327716-ehm4fgos 64 3 be be VB cord-327716-ehm4fgos 64 4 emphasized emphasize VBN cord-327716-ehm4fgos 64 5 that that IN cord-327716-ehm4fgos 64 6 these these DT cord-327716-ehm4fgos 64 7 evacuation evacuation NN cord-327716-ehm4fgos 64 8 flights flight NNS cord-327716-ehm4fgos 64 9 took take VBD cord-327716-ehm4fgos 64 10 place place NN cord-327716-ehm4fgos 64 11 after after IN cord-327716-ehm4fgos 64 12 the the DT cord-327716-ehm4fgos 64 13 city city NN cord-327716-ehm4fgos 64 14 of of IN cord-327716-ehm4fgos 64 15 Wuhan Wuhan NNP cord-327716-ehm4fgos 64 16 was be VBD cord-327716-ehm4fgos 64 17 quarantined quarantine VBN cord-327716-ehm4fgos 64 18 , , , cord-327716-ehm4fgos 64 19 and and CC cord-327716-ehm4fgos 64 20 all all PDT cord-327716-ehm4fgos 64 21 the the DT cord-327716-ehm4fgos 64 22 successfully successfully RB cord-327716-ehm4fgos 64 23 evacuated evacuate VBN cord-327716-ehm4fgos 64 24 individuals individual NNS cord-327716-ehm4fgos 64 25 have have VBP cord-327716-ehm4fgos 64 26 passed pass VBN cord-327716-ehm4fgos 64 27 at at RB cord-327716-ehm4fgos 64 28 least least RBS cord-327716-ehm4fgos 64 29 two two CD cord-327716-ehm4fgos 64 30 rounds round NNS cord-327716-ehm4fgos 64 31 of of IN cord-327716-ehm4fgos 64 32 body body NN cord-327716-ehm4fgos 64 33 temperature temperature NN cord-327716-ehm4fgos 64 34 screenings screening NNS cord-327716-ehm4fgos 64 35 at at IN cord-327716-ehm4fgos 64 36 the the DT cord-327716-ehm4fgos 64 37 airport airport NN cord-327716-ehm4fgos 64 38 . . . cord-327716-ehm4fgos 65 1 In in IN cord-327716-ehm4fgos 65 2 this this DT cord-327716-ehm4fgos 65 3 study study NN cord-327716-ehm4fgos 65 4 , , , cord-327716-ehm4fgos 65 5 it -PRON- PRP cord-327716-ehm4fgos 65 6 is be VBZ cord-327716-ehm4fgos 65 7 assumed assume VBN cord-327716-ehm4fgos 65 8 that that IN cord-327716-ehm4fgos 65 9 these these DT cord-327716-ehm4fgos 65 10 evacuees evacuee NNS cord-327716-ehm4fgos 65 11 provide provide VBP cord-327716-ehm4fgos 65 12 a a DT cord-327716-ehm4fgos 65 13 representative representative JJ cord-327716-ehm4fgos 65 14 sample sample NN cord-327716-ehm4fgos 65 15 of of IN cord-327716-ehm4fgos 65 16 the the DT cord-327716-ehm4fgos 65 17 status status NN cord-327716-ehm4fgos 65 18 of of IN cord-327716-ehm4fgos 65 19 the the DT cord-327716-ehm4fgos 65 20 general general JJ cord-327716-ehm4fgos 65 21 population population NN cord-327716-ehm4fgos 65 22 in in IN cord-327716-ehm4fgos 65 23 Wuhan Wuhan NNP cord-327716-ehm4fgos 65 24 at at IN cord-327716-ehm4fgos 65 25 the the DT cord-327716-ehm4fgos 65 26 time time NN cord-327716-ehm4fgos 65 27 of of IN cord-327716-ehm4fgos 65 28 extraction extraction NN cord-327716-ehm4fgos 65 29 . . . cord-327716-ehm4fgos 66 1 A a DT cord-327716-ehm4fgos 66 2 subset subset NN cord-327716-ehm4fgos 66 3 of of IN cord-327716-ehm4fgos 66 4 the the DT cord-327716-ehm4fgos 66 5 evacuees evacuee NNS cord-327716-ehm4fgos 66 6 data datum NNS cord-327716-ehm4fgos 66 7 has have VBZ cord-327716-ehm4fgos 66 8 been be VBN cord-327716-ehm4fgos 66 9 analyzed analyze VBN cord-327716-ehm4fgos 66 10 in in IN cord-327716-ehm4fgos 66 11 Nishiura Nishiura NNP cord-327716-ehm4fgos 66 12 , , , cord-327716-ehm4fgos 66 13 Kobayashi Kobayashi NNP cord-327716-ehm4fgos 66 14 , , , cord-327716-ehm4fgos 66 15 et et NNP cord-327716-ehm4fgos 66 16 al al NNP cord-327716-ehm4fgos 66 17 . . . cord-327716-ehm4fgos 67 1 ( ( -LRB- cord-327716-ehm4fgos 67 2 2020 2020 CD cord-327716-ehm4fgos 67 3 ) ) -RRB- cord-327716-ehm4fgos 68 1 With with IN cord-327716-ehm4fgos 68 2 updated update VBN cord-327716-ehm4fgos 68 3 real real JJ cord-327716-ehm4fgos 68 4 time time NN cord-327716-ehm4fgos 68 5 domestic domestic JJ cord-327716-ehm4fgos 68 6 traffic traffic NN cord-327716-ehm4fgos 68 7 data datum NNS cord-327716-ehm4fgos 68 8 , , , cord-327716-ehm4fgos 68 9 this this DT cord-327716-ehm4fgos 68 10 study study NN cord-327716-ehm4fgos 68 11 aims aim VBZ cord-327716-ehm4fgos 68 12 to to TO cord-327716-ehm4fgos 68 13 update update VB cord-327716-ehm4fgos 68 14 the the DT cord-327716-ehm4fgos 68 15 current current JJ cord-327716-ehm4fgos 68 16 status status NN cord-327716-ehm4fgos 68 17 of of IN cord-327716-ehm4fgos 68 18 the the DT cord-327716-ehm4fgos 68 19 COVD-19 COVD-19 NNP cord-327716-ehm4fgos 68 20 outbreak outbreak NN cord-327716-ehm4fgos 68 21 in in IN cord-327716-ehm4fgos 68 22 the the DT cord-327716-ehm4fgos 68 23 city city NN cord-327716-ehm4fgos 68 24 of of IN cord-327716-ehm4fgos 68 25 Wuhan Wuhan NNP cord-327716-ehm4fgos 68 26 with with IN cord-327716-ehm4fgos 68 27 the the DT cord-327716-ehm4fgos 68 28 alternative alternative JJ cord-327716-ehm4fgos 68 29 information information NN cord-327716-ehm4fgos 68 30 from from IN cord-327716-ehm4fgos 68 31 the the DT cord-327716-ehm4fgos 68 32 evacuees evacuee NNS cord-327716-ehm4fgos 68 33 between between IN cord-327716-ehm4fgos 68 34 the the DT cord-327716-ehm4fgos 68 35 end end NN cord-327716-ehm4fgos 68 36 of of IN cord-327716-ehm4fgos 68 37 January January NNP cord-327716-ehm4fgos 68 38 and and CC cord-327716-ehm4fgos 68 39 the the DT cord-327716-ehm4fgos 68 40 start start NN cord-327716-ehm4fgos 68 41 of of IN cord-327716-ehm4fgos 68 42 February February NNP cord-327716-ehm4fgos 68 43 . . . cord-327716-ehm4fgos 69 1 In in IN cord-327716-ehm4fgos 69 2 addition addition NN cord-327716-ehm4fgos 69 3 , , , cord-327716-ehm4fgos 69 4 the the DT cord-327716-ehm4fgos 69 5 currently currently RB cord-327716-ehm4fgos 69 6 used use VBN cord-327716-ehm4fgos 69 7 prediction prediction NN cord-327716-ehm4fgos 69 8 model model NN cord-327716-ehm4fgos 69 9 for for IN cord-327716-ehm4fgos 69 10 this this DT cord-327716-ehm4fgos 69 11 outbreak outbreak NN cord-327716-ehm4fgos 69 12 , , , cord-327716-ehm4fgos 69 13 i.e. i.e. FW cord-327716-ehm4fgos 69 14 , , , cord-327716-ehm4fgos 69 15 SEIR SEIR NNP cord-327716-ehm4fgos 69 16 , , , cord-327716-ehm4fgos 69 17 does do VBZ cord-327716-ehm4fgos 69 18 not not RB cord-327716-ehm4fgos 69 19 allow allow VB cord-327716-ehm4fgos 69 20 for for IN cord-327716-ehm4fgos 69 21 potential potential JJ cord-327716-ehm4fgos 69 22 transmission transmission NN cord-327716-ehm4fgos 69 23 of of IN cord-327716-ehm4fgos 69 24 infection infection NN cord-327716-ehm4fgos 69 25 from from IN cord-327716-ehm4fgos 69 26 latent latent JJ cord-327716-ehm4fgos 69 27 individuals individual NNS cord-327716-ehm4fgos 69 28 . . . cord-327716-ehm4fgos 70 1 In in IN cord-327716-ehm4fgos 70 2 this this DT cord-327716-ehm4fgos 70 3 study study NN cord-327716-ehm4fgos 70 4 , , , cord-327716-ehm4fgos 70 5 the the DT cord-327716-ehm4fgos 70 6 author author NN cord-327716-ehm4fgos 70 7 modifies modify VBZ cord-327716-ehm4fgos 70 8 the the DT cord-327716-ehm4fgos 70 9 SEIR SEIR NNP cord-327716-ehm4fgos 70 10 model model NN cord-327716-ehm4fgos 70 11 to to TO cord-327716-ehm4fgos 70 12 evaluate evaluate VB cord-327716-ehm4fgos 70 13 the the DT cord-327716-ehm4fgos 70 14 empirical empirical JJ cord-327716-ehm4fgos 70 15 support support NN cord-327716-ehm4fgos 70 16 for for IN cord-327716-ehm4fgos 70 17 the the DT cord-327716-ehm4fgos 70 18 presence presence NN cord-327716-ehm4fgos 70 19 of of IN cord-327716-ehm4fgos 70 20 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 70 21 transmissions transmission NNS cord-327716-ehm4fgos 70 22 based base VBN cord-327716-ehm4fgos 70 23 on on IN cord-327716-ehm4fgos 70 24 current current JJ cord-327716-ehm4fgos 70 25 evidence evidence NN cord-327716-ehm4fgos 70 26 . . . cord-327716-ehm4fgos 71 1 The the DT cord-327716-ehm4fgos 71 2 original original JJ cord-327716-ehm4fgos 71 3 internationally internationally RB cord-327716-ehm4fgos 71 4 exported export VBN cord-327716-ehm4fgos 71 5 cases case NNS cord-327716-ehm4fgos 71 6 used use VBN cord-327716-ehm4fgos 71 7 in in IN cord-327716-ehm4fgos 71 8 Wu Wu NNP cord-327716-ehm4fgos 71 9 et et NNP cord-327716-ehm4fgos 71 10 al al NNP cord-327716-ehm4fgos 71 11 . . . cord-327716-ehm4fgos 72 1 ( ( -LRB- cord-327716-ehm4fgos 72 2 2020 2020 CD cord-327716-ehm4fgos 72 3 ) ) -RRB- cord-327716-ehm4fgos 72 4 contain contain VBP cord-327716-ehm4fgos 72 5 63 63 CD cord-327716-ehm4fgos 72 6 cases case NNS cord-327716-ehm4fgos 72 7 , , , cord-327716-ehm4fgos 72 8 of of IN cord-327716-ehm4fgos 72 9 which which WDT cord-327716-ehm4fgos 72 10 4 4 CD cord-327716-ehm4fgos 72 11 cases case NNS cord-327716-ehm4fgos 72 12 do do VBP cord-327716-ehm4fgos 72 13 not not RB cord-327716-ehm4fgos 72 14 have have VB cord-327716-ehm4fgos 72 15 a a DT cord-327716-ehm4fgos 72 16 recent recent JJ cord-327716-ehm4fgos 72 17 travel travel NN cord-327716-ehm4fgos 72 18 history history NN cord-327716-ehm4fgos 72 19 to to IN cord-327716-ehm4fgos 72 20 Wuhan Wuhan NNP cord-327716-ehm4fgos 72 21 and and CC cord-327716-ehm4fgos 72 22 they -PRON- PRP cord-327716-ehm4fgos 72 23 were be VBD cord-327716-ehm4fgos 72 24 excluded exclude VBN cord-327716-ehm4fgos 72 25 from from IN cord-327716-ehm4fgos 72 26 analysis analysis NN cord-327716-ehm4fgos 72 27 . . . cord-327716-ehm4fgos 73 1 Additionally additionally RB cord-327716-ehm4fgos 73 2 , , , cord-327716-ehm4fgos 73 3 one one CD cord-327716-ehm4fgos 73 4 confirmed confirm VBD cord-327716-ehm4fgos 73 5 case case NN cord-327716-ehm4fgos 73 6 in in IN cord-327716-ehm4fgos 73 7 Germany Germany NNP cord-327716-ehm4fgos 73 8 infected infect VBN cord-327716-ehm4fgos 73 9 through through IN cord-327716-ehm4fgos 73 10 contacts contact NNS cord-327716-ehm4fgos 73 11 with with IN cord-327716-ehm4fgos 73 12 a a DT cord-327716-ehm4fgos 73 13 patient patient NN cord-327716-ehm4fgos 73 14 from from IN cord-327716-ehm4fgos 73 15 Wuhan Wuhan NNP cord-327716-ehm4fgos 73 16 ( ( -LRB- cord-327716-ehm4fgos 73 17 Rothe Rothe NNP cord-327716-ehm4fgos 73 18 et et FW cord-327716-ehm4fgos 73 19 al al NNP cord-327716-ehm4fgos 73 20 . . NNP cord-327716-ehm4fgos 73 21 , , , cord-327716-ehm4fgos 73 22 2020 2020 CD cord-327716-ehm4fgos 73 23 ) ) -RRB- cord-327716-ehm4fgos 73 24 , , , cord-327716-ehm4fgos 73 25 and and CC cord-327716-ehm4fgos 73 26 it -PRON- PRP cord-327716-ehm4fgos 73 27 is be VBZ cord-327716-ehm4fgos 73 28 also also RB cord-327716-ehm4fgos 73 29 excluded exclude VBN cord-327716-ehm4fgos 73 30 here here RB cord-327716-ehm4fgos 73 31 . . . cord-327716-ehm4fgos 74 1 A a DT cord-327716-ehm4fgos 74 2 total total NN cord-327716-ehm4fgos 74 3 of of IN cord-327716-ehm4fgos 74 4 58 58 CD cord-327716-ehm4fgos 74 5 confirmed confirm VBN cord-327716-ehm4fgos 74 6 cases case NNS cord-327716-ehm4fgos 74 7 from from IN cord-327716-ehm4fgos 74 8 14 14 CD cord-327716-ehm4fgos 74 9 countries country NNS cord-327716-ehm4fgos 74 10 / / SYM cord-327716-ehm4fgos 74 11 regions region NNS cord-327716-ehm4fgos 74 12 were be VBD cord-327716-ehm4fgos 74 13 used use VBN cord-327716-ehm4fgos 74 14 in in IN cord-327716-ehm4fgos 74 15 this this DT cord-327716-ehm4fgos 74 16 study study NN cord-327716-ehm4fgos 74 17 . . . cord-327716-ehm4fgos 75 1 In in IN cord-327716-ehm4fgos 75 2 this this DT cord-327716-ehm4fgos 75 3 study study NN cord-327716-ehm4fgos 75 4 , , , cord-327716-ehm4fgos 75 5 the the DT cord-327716-ehm4fgos 75 6 author author NN cord-327716-ehm4fgos 75 7 adopts adopt VBZ cord-327716-ehm4fgos 75 8 the the DT cord-327716-ehm4fgos 75 9 same same JJ cord-327716-ehm4fgos 75 10 case case NN cord-327716-ehm4fgos 75 11 definition definition NN cord-327716-ehm4fgos 75 12 as as IN cord-327716-ehm4fgos 75 13 in in IN cord-327716-ehm4fgos 75 14 Wu Wu NNP cord-327716-ehm4fgos 75 15 et et NNP cord-327716-ehm4fgos 75 16 al al NNP cord-327716-ehm4fgos 75 17 . . . cord-327716-ehm4fgos 76 1 ( ( -LRB- cord-327716-ehm4fgos 76 2 2020 2020 CD cord-327716-ehm4fgos 76 3 ) ) -RRB- cord-327716-ehm4fgos 76 4 : : : cord-327716-ehm4fgos 76 5 a a DT cord-327716-ehm4fgos 76 6 case case NN cord-327716-ehm4fgos 76 7 is be VBZ cord-327716-ehm4fgos 76 8 an an DT cord-327716-ehm4fgos 76 9 individual individual NN cord-327716-ehm4fgos 76 10 that that WDT cord-327716-ehm4fgos 76 11 show show VBP cord-327716-ehm4fgos 76 12 symptoms symptom NNS cord-327716-ehm4fgos 76 13 , , , cord-327716-ehm4fgos 76 14 which which WDT cord-327716-ehm4fgos 76 15 can can MD cord-327716-ehm4fgos 76 16 be be VB cord-327716-ehm4fgos 76 17 detected detect VBN cord-327716-ehm4fgos 76 18 by by IN cord-327716-ehm4fgos 76 19 temperature temperature NN cord-327716-ehm4fgos 76 20 screenings screening NNS cord-327716-ehm4fgos 76 21 , , , cord-327716-ehm4fgos 76 22 or or CC cord-327716-ehm4fgos 76 23 severe severe JJ cord-327716-ehm4fgos 76 24 enough enough RB cord-327716-ehm4fgos 76 25 to to TO cord-327716-ehm4fgos 76 26 require require VB cord-327716-ehm4fgos 76 27 hospitalization hospitalization NN cord-327716-ehm4fgos 76 28 , , , cord-327716-ehm4fgos 76 29 plus plus CC cord-327716-ehm4fgos 76 30 a a DT cord-327716-ehm4fgos 76 31 recent recent JJ cord-327716-ehm4fgos 76 32 travel travel NN cord-327716-ehm4fgos 76 33 history history NN cord-327716-ehm4fgos 76 34 to to IN cord-327716-ehm4fgos 76 35 Wuhan Wuhan NNP cord-327716-ehm4fgos 76 36 . . . cord-327716-ehm4fgos 77 1 In in IN cord-327716-ehm4fgos 77 2 Wu Wu NNP cord-327716-ehm4fgos 77 3 et et NNP cord-327716-ehm4fgos 77 4 al al NNP cord-327716-ehm4fgos 77 5 . . . cord-327716-ehm4fgos 78 1 ( ( -LRB- cord-327716-ehm4fgos 78 2 2020 2020 CD cord-327716-ehm4fgos 78 3 ) ) -RRB- cord-327716-ehm4fgos 78 4 , , , cord-327716-ehm4fgos 78 5 the the DT cord-327716-ehm4fgos 78 6 symptom symptom NN cord-327716-ehm4fgos 78 7 onset onset NN cord-327716-ehm4fgos 78 8 date date NN cord-327716-ehm4fgos 78 9 was be VBD cord-327716-ehm4fgos 78 10 used use VBN cord-327716-ehm4fgos 78 11 as as IN cord-327716-ehm4fgos 78 12 the the DT cord-327716-ehm4fgos 78 13 date date NN cord-327716-ehm4fgos 78 14 of of IN cord-327716-ehm4fgos 78 15 exportation exportation NN cord-327716-ehm4fgos 78 16 . . . cord-327716-ehm4fgos 79 1 However however RB cord-327716-ehm4fgos 79 2 , , , cord-327716-ehm4fgos 79 3 the the DT cord-327716-ehm4fgos 79 4 onset onset NN cord-327716-ehm4fgos 79 5 date date NN cord-327716-ehm4fgos 79 6 does do VBZ cord-327716-ehm4fgos 79 7 not not RB cord-327716-ehm4fgos 79 8 always always RB cord-327716-ehm4fgos 79 9 coincide coincide VB cord-327716-ehm4fgos 79 10 with with IN cord-327716-ehm4fgos 79 11 the the DT cord-327716-ehm4fgos 79 12 date date NN cord-327716-ehm4fgos 79 13 of of IN cord-327716-ehm4fgos 79 14 travel travel NN cord-327716-ehm4fgos 79 15 from from IN cord-327716-ehm4fgos 79 16 Wuhan Wuhan NNP cord-327716-ehm4fgos 79 17 . . . cord-327716-ehm4fgos 80 1 In in IN cord-327716-ehm4fgos 80 2 this this DT cord-327716-ehm4fgos 80 3 study study NN cord-327716-ehm4fgos 80 4 , , , cord-327716-ehm4fgos 80 5 the the DT cord-327716-ehm4fgos 80 6 date date NN cord-327716-ehm4fgos 80 7 of of IN cord-327716-ehm4fgos 80 8 exportation exportation NN cord-327716-ehm4fgos 80 9 is be VBZ cord-327716-ehm4fgos 80 10 defined define VBN cord-327716-ehm4fgos 80 11 as as IN cord-327716-ehm4fgos 80 12 the the DT cord-327716-ehm4fgos 80 13 date date NN cord-327716-ehm4fgos 80 14 the the DT cord-327716-ehm4fgos 80 15 individual individual NN cord-327716-ehm4fgos 80 16 exits exit VBZ cord-327716-ehm4fgos 80 17 Wuhan Wuhan NNP cord-327716-ehm4fgos 80 18 ( ( -LRB- cord-327716-ehm4fgos 80 19 local local JJ cord-327716-ehm4fgos 80 20 time time NN cord-327716-ehm4fgos 80 21 , , , cord-327716-ehm4fgos 80 22 49 49 CD cord-327716-ehm4fgos 80 23 cases case NNS cord-327716-ehm4fgos 80 24 ) ) -RRB- cord-327716-ehm4fgos 80 25 , , , cord-327716-ehm4fgos 80 26 and and CC cord-327716-ehm4fgos 80 27 when when WRB cord-327716-ehm4fgos 80 28 the the DT cord-327716-ehm4fgos 80 29 exit exit NN cord-327716-ehm4fgos 80 30 date date NN cord-327716-ehm4fgos 80 31 is be VBZ cord-327716-ehm4fgos 80 32 not not RB cord-327716-ehm4fgos 80 33 available available JJ cord-327716-ehm4fgos 80 34 , , , cord-327716-ehm4fgos 80 35 the the DT cord-327716-ehm4fgos 80 36 symptom symptom NN cord-327716-ehm4fgos 80 37 onset onset NN cord-327716-ehm4fgos 80 38 date date NN cord-327716-ehm4fgos 80 39 was be VBD cord-327716-ehm4fgos 80 40 used use VBN cord-327716-ehm4fgos 80 41 ( ( -LRB- cord-327716-ehm4fgos 80 42 4 4 CD cord-327716-ehm4fgos 80 43 cases case NNS cord-327716-ehm4fgos 80 44 ) ) -RRB- cord-327716-ehm4fgos 80 45 , , , cord-327716-ehm4fgos 80 46 and and CC cord-327716-ehm4fgos 80 47 when when WRB cord-327716-ehm4fgos 80 48 both both CC cord-327716-ehm4fgos 80 49 the the DT cord-327716-ehm4fgos 80 50 exit exit NN cord-327716-ehm4fgos 80 51 date date NN cord-327716-ehm4fgos 80 52 and and CC cord-327716-ehm4fgos 80 53 the the DT cord-327716-ehm4fgos 80 54 onset onset NN cord-327716-ehm4fgos 80 55 date date NN cord-327716-ehm4fgos 80 56 were be VBD cord-327716-ehm4fgos 80 57 not not RB cord-327716-ehm4fgos 80 58 available available JJ cord-327716-ehm4fgos 80 59 , , , cord-327716-ehm4fgos 80 60 the the DT cord-327716-ehm4fgos 80 61 confirmation confirmation NN cord-327716-ehm4fgos 80 62 date date NN cord-327716-ehm4fgos 80 63 was be VBD cord-327716-ehm4fgos 80 64 used use VBN cord-327716-ehm4fgos 80 65 instead instead RB cord-327716-ehm4fgos 80 66 ( ( -LRB- cord-327716-ehm4fgos 80 67 4 4 CD cord-327716-ehm4fgos 80 68 cases case NNS cord-327716-ehm4fgos 80 69 ) ) -RRB- cord-327716-ehm4fgos 80 70 . . . cord-327716-ehm4fgos 81 1 The the DT cord-327716-ehm4fgos 81 2 export export NN cord-327716-ehm4fgos 81 3 dates date NNS cord-327716-ehm4fgos 81 4 fall fall VBP cord-327716-ehm4fgos 81 5 between between IN cord-327716-ehm4fgos 81 6 Dec. December NNP cord-327716-ehm4fgos 81 7 31 31 CD cord-327716-ehm4fgos 81 8 , , , cord-327716-ehm4fgos 81 9 2019 2019 CD cord-327716-ehm4fgos 81 10 and and CC cord-327716-ehm4fgos 81 11 Jan. January NNP cord-327716-ehm4fgos 81 12 29 29 CD cord-327716-ehm4fgos 81 13 , , , cord-327716-ehm4fgos 81 14 2019 2019 CD cord-327716-ehm4fgos 81 15 . . . cord-327716-ehm4fgos 82 1 Of of IN cord-327716-ehm4fgos 82 2 the the DT cord-327716-ehm4fgos 82 3 40 40 CD cord-327716-ehm4fgos 82 4 cases case NNS cord-327716-ehm4fgos 82 5 , , , cord-327716-ehm4fgos 82 6 on on IN cord-327716-ehm4fgos 82 7 which which WDT cord-327716-ehm4fgos 82 8 both both CC cord-327716-ehm4fgos 82 9 the the DT cord-327716-ehm4fgos 82 10 date date NN cord-327716-ehm4fgos 82 11 existing exist VBG cord-327716-ehm4fgos 82 12 Wuhan Wuhan NNP cord-327716-ehm4fgos 82 13 and and CC cord-327716-ehm4fgos 82 14 the the DT cord-327716-ehm4fgos 82 15 symptom symptom NN cord-327716-ehm4fgos 82 16 onset onset NN cord-327716-ehm4fgos 82 17 date date NN cord-327716-ehm4fgos 82 18 were be VBD cord-327716-ehm4fgos 82 19 available available JJ cord-327716-ehm4fgos 82 20 , , , cord-327716-ehm4fgos 82 21 57.5 57.5 CD cord-327716-ehm4fgos 82 22 % % NN cord-327716-ehm4fgos 82 23 ( ( -LRB- cord-327716-ehm4fgos 82 24 23 23 CD cord-327716-ehm4fgos 82 25 cases case NNS cord-327716-ehm4fgos 82 26 ) ) -RRB- cord-327716-ehm4fgos 82 27 were be VBD cord-327716-ehm4fgos 82 28 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 82 29 when when WRB cord-327716-ehm4fgos 82 30 leaving leave VBG cord-327716-ehm4fgos 82 31 Wuhan Wuhan NNP cord-327716-ehm4fgos 82 32 , , , cord-327716-ehm4fgos 82 33 25 25 CD cord-327716-ehm4fgos 82 34 % % NN cord-327716-ehm4fgos 82 35 ( ( -LRB- cord-327716-ehm4fgos 82 36 10 10 CD cord-327716-ehm4fgos 82 37 cases case NNS cord-327716-ehm4fgos 82 38 ) ) -RRB- cord-327716-ehm4fgos 82 39 developed develop VBD cord-327716-ehm4fgos 82 40 symptoms symptom NNS cord-327716-ehm4fgos 82 41 before before IN cord-327716-ehm4fgos 82 42 leaving leave VBG cord-327716-ehm4fgos 82 43 Wuhan Wuhan NNP cord-327716-ehm4fgos 82 44 , , , cord-327716-ehm4fgos 82 45 and and CC cord-327716-ehm4fgos 82 46 17.5 17.5 CD cord-327716-ehm4fgos 82 47 % % NN cord-327716-ehm4fgos 82 48 ( ( -LRB- cord-327716-ehm4fgos 82 49 7 7 CD cord-327716-ehm4fgos 82 50 cases case NNS cord-327716-ehm4fgos 82 51 ) ) -RRB- cord-327716-ehm4fgos 82 52 developed develop VBD cord-327716-ehm4fgos 82 53 symptoms symptom NNS cord-327716-ehm4fgos 82 54 on on IN cord-327716-ehm4fgos 82 55 the the DT cord-327716-ehm4fgos 82 56 same same JJ cord-327716-ehm4fgos 82 57 date date NN cord-327716-ehm4fgos 82 58 when when WRB cord-327716-ehm4fgos 82 59 leaving leave VBG cord-327716-ehm4fgos 82 60 Wuhan Wuhan NNP cord-327716-ehm4fgos 82 61 . . . cord-327716-ehm4fgos 83 1 The the DT cord-327716-ehm4fgos 83 2 infection infection NN cord-327716-ehm4fgos 83 3 status status NN cord-327716-ehm4fgos 83 4 of of IN cord-327716-ehm4fgos 83 5 a a DT cord-327716-ehm4fgos 83 6 total total NN cord-327716-ehm4fgos 83 7 of of IN cord-327716-ehm4fgos 83 8 2,666 2,666 CD cord-327716-ehm4fgos 83 9 individuals individual NNS cord-327716-ehm4fgos 83 10 that that WDT cord-327716-ehm4fgos 83 11 successfully successfully RB cord-327716-ehm4fgos 83 12 evacuated evacuate VBD cord-327716-ehm4fgos 83 13 from from IN cord-327716-ehm4fgos 83 14 Wuhan Wuhan NNP cord-327716-ehm4fgos 83 15 between between IN cord-327716-ehm4fgos 83 16 Jan. January NNP cord-327716-ehm4fgos 83 17 29 29 CD cord-327716-ehm4fgos 83 18 and and CC cord-327716-ehm4fgos 83 19 Feb. February NNP cord-327716-ehm4fgos 83 20 2 2 CD cord-327716-ehm4fgos 83 21 , , , cord-327716-ehm4fgos 83 22 2020 2020 CD cord-327716-ehm4fgos 83 23 were be VBD cord-327716-ehm4fgos 83 24 used use VBN cord-327716-ehm4fgos 83 25 in in IN cord-327716-ehm4fgos 83 26 this this DT cord-327716-ehm4fgos 83 27 study study NN cord-327716-ehm4fgos 83 28 . . . cord-327716-ehm4fgos 84 1 These these DT cord-327716-ehm4fgos 84 2 individuals individual NNS cord-327716-ehm4fgos 84 3 . . . cord-327716-ehm4fgos 85 1 CC CC NNP cord-327716-ehm4fgos 85 2 - - HYPH cord-327716-ehm4fgos 85 3 BY BY NNP cord-327716-ehm4fgos 85 4 - - HYPH cord-327716-ehm4fgos 85 5 NC NC NNP cord-327716-ehm4fgos 85 6 - - HYPH cord-327716-ehm4fgos 85 7 ND ND NNP cord-327716-ehm4fgos 85 8 4.0 4.0 CD cord-327716-ehm4fgos 85 9 International international JJ cord-327716-ehm4fgos 85 10 license license NN cord-327716-ehm4fgos 85 11 It -PRON- PRP cord-327716-ehm4fgos 85 12 is be VBZ cord-327716-ehm4fgos 85 13 made make VBN cord-327716-ehm4fgos 85 14 available available JJ cord-327716-ehm4fgos 85 15 under under IN cord-327716-ehm4fgos 85 16 a a DT cord-327716-ehm4fgos 85 17 author author NN cord-327716-ehm4fgos 85 18 / / SYM cord-327716-ehm4fgos 85 19 funder funder NN cord-327716-ehm4fgos 85 20 , , , cord-327716-ehm4fgos 85 21 who who WP cord-327716-ehm4fgos 85 22 has have VBZ cord-327716-ehm4fgos 85 23 granted grant VBN cord-327716-ehm4fgos 85 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 85 25 a a DT cord-327716-ehm4fgos 85 26 license license NN cord-327716-ehm4fgos 85 27 to to TO cord-327716-ehm4fgos 85 28 display display VB cord-327716-ehm4fgos 85 29 the the DT cord-327716-ehm4fgos 85 30 preprint preprint NN cord-327716-ehm4fgos 85 31 in in IN cord-327716-ehm4fgos 85 32 perpetuity perpetuity NN cord-327716-ehm4fgos 85 33 . . . cord-327716-ehm4fgos 86 1 is be VBZ cord-327716-ehm4fgos 86 2 the the DT cord-327716-ehm4fgos 86 3 ( ( -LRB- cord-327716-ehm4fgos 86 4 which which WDT cord-327716-ehm4fgos 86 5 was be VBD cord-327716-ehm4fgos 86 6 not not RB cord-327716-ehm4fgos 86 7 peer peer NN cord-327716-ehm4fgos 86 8 - - HYPH cord-327716-ehm4fgos 86 9 reviewed review VBN cord-327716-ehm4fgos 86 10 ) ) -RRB- cord-327716-ehm4fgos 87 1 The the DT cord-327716-ehm4fgos 87 2 copyright copyright NN cord-327716-ehm4fgos 87 3 holder holder NN cord-327716-ehm4fgos 87 4 for for IN cord-327716-ehm4fgos 87 5 this this DT cord-327716-ehm4fgos 87 6 preprint preprint NN cord-327716-ehm4fgos 87 7 . . . cord-327716-ehm4fgos 88 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 88 2 . . . cord-327716-ehm4fgos 89 1 1101 1101 CD cord-327716-ehm4fgos 89 2 have have VBP cord-327716-ehm4fgos 89 3 passed pass VBN cord-327716-ehm4fgos 89 4 through through IN cord-327716-ehm4fgos 89 5 body body NN cord-327716-ehm4fgos 89 6 temperature temperature NN cord-327716-ehm4fgos 89 7 screenings screening NNS cord-327716-ehm4fgos 89 8 at at IN cord-327716-ehm4fgos 89 9 the the DT cord-327716-ehm4fgos 89 10 time time NN cord-327716-ehm4fgos 89 11 exiting exit VBG cord-327716-ehm4fgos 89 12 Wuhan Wuhan NNP cord-327716-ehm4fgos 89 13 , , , cord-327716-ehm4fgos 89 14 and and CC cord-327716-ehm4fgos 89 15 their -PRON- PRP$ cord-327716-ehm4fgos 89 16 samples sample NNS cord-327716-ehm4fgos 89 17 have have VBP cord-327716-ehm4fgos 89 18 been be VBN cord-327716-ehm4fgos 89 19 analyzed analyze VBN cord-327716-ehm4fgos 89 20 for for IN cord-327716-ehm4fgos 89 21 infection infection NN cord-327716-ehm4fgos 89 22 and and CC cord-327716-ehm4fgos 89 23 their -PRON- PRP$ cord-327716-ehm4fgos 89 24 health health NN cord-327716-ehm4fgos 89 25 monitored monitor VBN cord-327716-ehm4fgos 89 26 after after IN cord-327716-ehm4fgos 89 27 arrival arrival NN cord-327716-ehm4fgos 89 28 at at IN cord-327716-ehm4fgos 89 29 their -PRON- PRP$ cord-327716-ehm4fgos 89 30 destination destination NN cord-327716-ehm4fgos 89 31 . . . cord-327716-ehm4fgos 90 1 As as IN cord-327716-ehm4fgos 90 2 of of IN cord-327716-ehm4fgos 90 3 Feb. February NNP cord-327716-ehm4fgos 90 4 10 10 CD cord-327716-ehm4fgos 90 5 , , , cord-327716-ehm4fgos 90 6 2020 2020 CD cord-327716-ehm4fgos 90 7 , , , cord-327716-ehm4fgos 90 8 12 12 CD cord-327716-ehm4fgos 90 9 of of IN cord-327716-ehm4fgos 90 10 these these DT cord-327716-ehm4fgos 90 11 evacuees evacuee NNS cord-327716-ehm4fgos 90 12 have have VBP cord-327716-ehm4fgos 90 13 been be VBN cord-327716-ehm4fgos 90 14 tested test VBN cord-327716-ehm4fgos 90 15 positive positive JJ cord-327716-ehm4fgos 90 16 for for IN cord-327716-ehm4fgos 90 17 COVD-19 covd-19 JJ cord-327716-ehm4fgos 90 18 infection infection NN cord-327716-ehm4fgos 90 19 , , , cord-327716-ehm4fgos 90 20 and and CC cord-327716-ehm4fgos 90 21 many many JJ cord-327716-ehm4fgos 90 22 of of IN cord-327716-ehm4fgos 90 23 those those DT cord-327716-ehm4fgos 90 24 initially initially RB cord-327716-ehm4fgos 90 25 tested test VBN cord-327716-ehm4fgos 90 26 negative negative JJ cord-327716-ehm4fgos 90 27 for for IN cord-327716-ehm4fgos 90 28 virus virus NN cord-327716-ehm4fgos 90 29 infection infection NN cord-327716-ehm4fgos 90 30 are be VBP cord-327716-ehm4fgos 90 31 still still RB cord-327716-ehm4fgos 90 32 under under IN cord-327716-ehm4fgos 90 33 quarantine quarantine NN cord-327716-ehm4fgos 90 34 . . . cord-327716-ehm4fgos 91 1 Based base VBN cord-327716-ehm4fgos 91 2 on on IN cord-327716-ehm4fgos 91 3 the the DT cord-327716-ehm4fgos 91 4 case case NN cord-327716-ehm4fgos 91 5 definition definition NN cord-327716-ehm4fgos 91 6 adopted adopt VBN cord-327716-ehm4fgos 91 7 in in IN cord-327716-ehm4fgos 91 8 this this DT cord-327716-ehm4fgos 91 9 study study NN cord-327716-ehm4fgos 91 10 , , , cord-327716-ehm4fgos 91 11 all all PDT cord-327716-ehm4fgos 91 12 the the DT cord-327716-ehm4fgos 91 13 infectious infectious JJ cord-327716-ehm4fgos 91 14 individuals individual NNS cord-327716-ehm4fgos 91 15 are be VBP cord-327716-ehm4fgos 91 16 excluded exclude VBN cord-327716-ehm4fgos 91 17 from from IN cord-327716-ehm4fgos 91 18 the the DT cord-327716-ehm4fgos 91 19 evacuees evacuee NNS cord-327716-ehm4fgos 91 20 , , , cord-327716-ehm4fgos 91 21 and and CC cord-327716-ehm4fgos 91 22 it -PRON- PRP cord-327716-ehm4fgos 91 23 is be VBZ cord-327716-ehm4fgos 91 24 further further RB cord-327716-ehm4fgos 91 25 assumed assume VBN cord-327716-ehm4fgos 91 26 that that IN cord-327716-ehm4fgos 91 27 the the DT cord-327716-ehm4fgos 91 28 false false JJ cord-327716-ehm4fgos 91 29 positive positive JJ cord-327716-ehm4fgos 91 30 rate rate NN cord-327716-ehm4fgos 91 31 of of IN cord-327716-ehm4fgos 91 32 the the DT cord-327716-ehm4fgos 91 33 body body NN cord-327716-ehm4fgos 91 34 temperature temperature NN cord-327716-ehm4fgos 91 35 screening screening NN cord-327716-ehm4fgos 91 36 is be VBZ cord-327716-ehm4fgos 91 37 the the DT cord-327716-ehm4fgos 91 38 same same JJ cord-327716-ehm4fgos 91 39 across across IN cord-327716-ehm4fgos 91 40 all all PDT cord-327716-ehm4fgos 91 41 the the DT cord-327716-ehm4fgos 91 42 individuals individual NNS cord-327716-ehm4fgos 91 43 . . . cord-327716-ehm4fgos 91 44 _SP cord-327716-ehm4fgos 91 45 . . . cord-327716-ehm4fgos 92 1 CC CC NNP cord-327716-ehm4fgos 92 2 - - HYPH cord-327716-ehm4fgos 92 3 BY BY NNP cord-327716-ehm4fgos 92 4 - - HYPH cord-327716-ehm4fgos 92 5 NC NC NNP cord-327716-ehm4fgos 92 6 - - HYPH cord-327716-ehm4fgos 92 7 ND ND NNP cord-327716-ehm4fgos 92 8 4.0 4.0 CD cord-327716-ehm4fgos 92 9 International international JJ cord-327716-ehm4fgos 92 10 license license NN cord-327716-ehm4fgos 93 1 It -PRON- PRP cord-327716-ehm4fgos 93 2 is be VBZ cord-327716-ehm4fgos 93 3 made make VBN cord-327716-ehm4fgos 93 4 available available JJ cord-327716-ehm4fgos 93 5 under under IN cord-327716-ehm4fgos 93 6 a a DT cord-327716-ehm4fgos 93 7 author author NN cord-327716-ehm4fgos 93 8 / / SYM cord-327716-ehm4fgos 93 9 funder funder NN cord-327716-ehm4fgos 93 10 , , , cord-327716-ehm4fgos 93 11 who who WP cord-327716-ehm4fgos 93 12 has have VBZ cord-327716-ehm4fgos 93 13 granted grant VBN cord-327716-ehm4fgos 93 14 medRxiv medRxiv NNS cord-327716-ehm4fgos 93 15 a a DT cord-327716-ehm4fgos 93 16 license license NN cord-327716-ehm4fgos 93 17 to to TO cord-327716-ehm4fgos 93 18 display display VB cord-327716-ehm4fgos 93 19 the the DT cord-327716-ehm4fgos 93 20 preprint preprint NN cord-327716-ehm4fgos 93 21 in in IN cord-327716-ehm4fgos 93 22 perpetuity perpetuity NN cord-327716-ehm4fgos 93 23 . . . cord-327716-ehm4fgos 94 1 is be VBZ cord-327716-ehm4fgos 94 2 the the DT cord-327716-ehm4fgos 94 3 ( ( -LRB- cord-327716-ehm4fgos 94 4 which which WDT cord-327716-ehm4fgos 94 5 was be VBD cord-327716-ehm4fgos 94 6 not not RB cord-327716-ehm4fgos 94 7 peer peer NN cord-327716-ehm4fgos 94 8 - - HYPH cord-327716-ehm4fgos 94 9 reviewed review VBN cord-327716-ehm4fgos 94 10 ) ) -RRB- cord-327716-ehm4fgos 95 1 The the DT cord-327716-ehm4fgos 95 2 copyright copyright NN cord-327716-ehm4fgos 95 3 holder holder NN cord-327716-ehm4fgos 95 4 for for IN cord-327716-ehm4fgos 95 5 this this DT cord-327716-ehm4fgos 95 6 preprint preprint NN cord-327716-ehm4fgos 95 7 . . . cord-327716-ehm4fgos 96 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 96 2 . . . cord-327716-ehm4fgos 97 1 1101 1101 CD cord-327716-ehm4fgos 97 2 where where WRB cord-327716-ehm4fgos 97 3 S(t S(t NNP cord-327716-ehm4fgos 97 4 ) ) -RRB- cord-327716-ehm4fgos 97 5 , , , cord-327716-ehm4fgos 97 6 E(t E(t NNP cord-327716-ehm4fgos 97 7 ) ) -RRB- cord-327716-ehm4fgos 97 8 , , , cord-327716-ehm4fgos 97 9 I(t I(t NNP cord-327716-ehm4fgos 97 10 ) ) -RRB- cord-327716-ehm4fgos 97 11 , , , cord-327716-ehm4fgos 97 12 R(t R(t NNP cord-327716-ehm4fgos 97 13 ) ) -RRB- cord-327716-ehm4fgos 97 14 were be VBD cord-327716-ehm4fgos 97 15 the the DT cord-327716-ehm4fgos 97 16 number number NN cord-327716-ehm4fgos 97 17 of of IN cord-327716-ehm4fgos 97 18 susceptible susceptible JJ cord-327716-ehm4fgos 97 19 , , , cord-327716-ehm4fgos 97 20 latent latent JJ cord-327716-ehm4fgos 97 21 , , , cord-327716-ehm4fgos 97 22 infected infected JJ cord-327716-ehm4fgos 97 23 and and CC cord-327716-ehm4fgos 97 24 removed remove VBN cord-327716-ehm4fgos 97 25 individuals individual NNS cord-327716-ehm4fgos 97 26 in in IN cord-327716-ehm4fgos 97 27 the the DT cord-327716-ehm4fgos 97 28 population population NN cord-327716-ehm4fgos 97 29 at at IN cord-327716-ehm4fgos 97 30 time time NN cord-327716-ehm4fgos 97 31 t t NN cord-327716-ehm4fgos 97 32 , , , cord-327716-ehm4fgos 97 33 respectively respectively RB cord-327716-ehm4fgos 97 34 , , , cord-327716-ehm4fgos 97 35 N(t N(t NNP cord-327716-ehm4fgos 97 36 ) ) -RRB- cord-327716-ehm4fgos 97 37 is be VBZ cord-327716-ehm4fgos 97 38 the the DT cord-327716-ehm4fgos 97 39 total total JJ cord-327716-ehm4fgos 97 40 number number NN cord-327716-ehm4fgos 97 41 of of IN cord-327716-ehm4fgos 97 42 individuals individual NNS cord-327716-ehm4fgos 97 43 in in IN cord-327716-ehm4fgos 97 44 the the DT cord-327716-ehm4fgos 97 45 population population NN cord-327716-ehm4fgos 97 46 , , , cord-327716-ehm4fgos 97 47 R r NN cord-327716-ehm4fgos 97 48 0 0 CD cord-327716-ehm4fgos 97 49 is be VBZ cord-327716-ehm4fgos 97 50 the the DT cord-327716-ehm4fgos 97 51 basic basic JJ cord-327716-ehm4fgos 97 52 reproductive reproductive JJ cord-327716-ehm4fgos 97 53 number number NN cord-327716-ehm4fgos 97 54 , , , cord-327716-ehm4fgos 98 1 L L NNP cord-327716-ehm4fgos 98 2 ij ij NNP cord-327716-ehm4fgos 98 3 ( ( -LRB- cord-327716-ehm4fgos 98 4 t t NN cord-327716-ehm4fgos 98 5 ) ) -RRB- cord-327716-ehm4fgos 98 6 is be VBZ cord-327716-ehm4fgos 98 7 the the DT cord-327716-ehm4fgos 98 8 daily daily JJ cord-327716-ehm4fgos 98 9 number number NN cord-327716-ehm4fgos 98 10 of of IN cord-327716-ehm4fgos 98 11 individuals individual NNS cord-327716-ehm4fgos 98 12 migrating migrate VBG cord-327716-ehm4fgos 98 13 from from IN cord-327716-ehm4fgos 98 14 i i PRP cord-327716-ehm4fgos 98 15 to to IN cord-327716-ehm4fgos 98 16 j j NNP cord-327716-ehm4fgos 98 17 , , , cord-327716-ehm4fgos 98 18 for for IN cord-327716-ehm4fgos 98 19 i i PRP cord-327716-ehm4fgos 98 20 , , , cord-327716-ehm4fgos 98 21 j j NNP cord-327716-ehm4fgos 98 22 ∈{w ∈{w NNP cord-327716-ehm4fgos 98 23 : : : cord-327716-ehm4fgos 98 24 Wuhan Wuhan NNP cord-327716-ehm4fgos 98 25 , , , cord-327716-ehm4fgos 98 26 i i PRP cord-327716-ehm4fgos 98 27 : : : cord-327716-ehm4fgos 98 28 international international NNP cord-327716-ehm4fgos 98 29 , , , cord-327716-ehm4fgos 98 30 c c NN cord-327716-ehm4fgos 98 31 : : : cord-327716-ehm4fgos 98 32 other other JJ cord-327716-ehm4fgos 98 33 cities city NNS cord-327716-ehm4fgos 98 34 of of IN cord-327716-ehm4fgos 98 35 China China NNP cord-327716-ehm4fgos 98 36 } } -RRB- cord-327716-ehm4fgos 98 37 , , , cord-327716-ehm4fgos 98 38 and and CC cord-327716-ehm4fgos 98 39 z(t z(t NNP cord-327716-ehm4fgos 98 40 ) ) -RRB- cord-327716-ehm4fgos 98 41 is be VBZ cord-327716-ehm4fgos 98 42 the the DT cord-327716-ehm4fgos 98 43 daily daily JJ cord-327716-ehm4fgos 98 44 force force NN cord-327716-ehm4fgos 98 45 of of IN cord-327716-ehm4fgos 98 46 zoonotic zoonotic JJ cord-327716-ehm4fgos 98 47 infection infection NN cord-327716-ehm4fgos 98 48 . . . cord-327716-ehm4fgos 99 1 It -PRON- PRP cord-327716-ehm4fgos 99 2 is be VBZ cord-327716-ehm4fgos 99 3 assumed assume VBN cord-327716-ehm4fgos 99 4 that that IN cord-327716-ehm4fgos 99 5 the the DT cord-327716-ehm4fgos 99 6 dynamics dynamic NNS cord-327716-ehm4fgos 99 7 start start VBP cord-327716-ehm4fgos 99 8 on on IN cord-327716-ehm4fgos 99 9 Dec. December NNP cord-327716-ehm4fgos 99 10 1 1 CD cord-327716-ehm4fgos 99 11 , , , cord-327716-ehm4fgos 99 12 2019 2019 CD cord-327716-ehm4fgos 99 13 ( ( -LRB- cord-327716-ehm4fgos 99 14 day day NN cord-327716-ehm4fgos 99 15 0 0 CD cord-327716-ehm4fgos 99 16 ) ) -RRB- cord-327716-ehm4fgos 99 17 with with IN cord-327716-ehm4fgos 99 18 a a DT cord-327716-ehm4fgos 99 19 population population NN cord-327716-ehm4fgos 99 20 of of IN cord-327716-ehm4fgos 99 21 c. c. NN cord-327716-ehm4fgos 99 22 14 14 CD cord-327716-ehm4fgos 99 23 million million CD cord-327716-ehm4fgos 99 24 susceptible susceptible JJ cord-327716-ehm4fgos 99 25 individuals individual NNS cord-327716-ehm4fgos 99 26 , , , cord-327716-ehm4fgos 99 27 initiated initiate VBN cord-327716-ehm4fgos 99 28 with with IN cord-327716-ehm4fgos 99 29 a a DT cord-327716-ehm4fgos 99 30 constant constant JJ cord-327716-ehm4fgos 99 31 zoonotic zoonotic JJ cord-327716-ehm4fgos 99 32 infection infection NN cord-327716-ehm4fgos 99 33 equivalent equivalent JJ cord-327716-ehm4fgos 99 34 to to IN cord-327716-ehm4fgos 99 35 43x2 43x2 CD cord-327716-ehm4fgos 99 36 infectious infectious JJ cord-327716-ehm4fgos 99 37 individuals individual NNS cord-327716-ehm4fgos 99 38 until until IN cord-327716-ehm4fgos 99 39 Jan. January NNP cord-327716-ehm4fgos 99 40 1 1 CD cord-327716-ehm4fgos 99 41 , , , cord-327716-ehm4fgos 99 42 2020 2020 CD cord-327716-ehm4fgos 99 43 ( ( -LRB- cord-327716-ehm4fgos 99 44 day day NN cord-327716-ehm4fgos 99 45 31 31 CD cord-327716-ehm4fgos 99 46 ) ) -RRB- cord-327716-ehm4fgos 99 47 when when WRB cord-327716-ehm4fgos 99 48 the the DT cord-327716-ehm4fgos 99 49 Huanan Huanan NNP cord-327716-ehm4fgos 99 50 seafood seafood NN cord-327716-ehm4fgos 99 51 market market NN cord-327716-ehm4fgos 99 52 was be VBD cord-327716-ehm4fgos 99 53 disinfected disinfect VBN cord-327716-ehm4fgos 99 54 . . . cord-327716-ehm4fgos 100 1 In in IN cord-327716-ehm4fgos 100 2 this this DT cord-327716-ehm4fgos 100 3 study study NN cord-327716-ehm4fgos 100 4 , , , cord-327716-ehm4fgos 100 5 we -PRON- PRP cord-327716-ehm4fgos 100 6 only only RB cord-327716-ehm4fgos 100 7 model model VBP cord-327716-ehm4fgos 100 8 the the DT cord-327716-ehm4fgos 100 9 disease disease NN cord-327716-ehm4fgos 100 10 dynamics dynamic NNS cord-327716-ehm4fgos 100 11 in in IN cord-327716-ehm4fgos 100 12 the the DT cord-327716-ehm4fgos 100 13 city city NN cord-327716-ehm4fgos 100 14 of of IN cord-327716-ehm4fgos 100 15 Wuhan Wuhan NNP cord-327716-ehm4fgos 100 16 , , , cord-327716-ehm4fgos 100 17 which which WDT cord-327716-ehm4fgos 100 18 has have VBZ cord-327716-ehm4fgos 100 19 9.08 9.08 CD cord-327716-ehm4fgos 100 20 million million CD cord-327716-ehm4fgos 100 21 permanent permanent JJ cord-327716-ehm4fgos 100 22 ( ( -LRB- cord-327716-ehm4fgos 100 23 2020 2020 CD cord-327716-ehm4fgos 100 24 ) ) -RRB- cord-327716-ehm4fgos 100 25 . . . cord-327716-ehm4fgos 101 1 In in IN cord-327716-ehm4fgos 101 2 the the DT cord-327716-ehm4fgos 101 3 baseline baseline JJ cord-327716-ehm4fgos 101 4 model model NN cord-327716-ehm4fgos 101 5 , , , cord-327716-ehm4fgos 101 6 only only RB cord-327716-ehm4fgos 101 7 one one CD cord-327716-ehm4fgos 101 8 parameter parameter NN cord-327716-ehm4fgos 101 9 was be VBD cord-327716-ehm4fgos 101 10 estimated estimate VBN cord-327716-ehm4fgos 101 11 , , , cord-327716-ehm4fgos 101 12 i.e. i.e. FW cord-327716-ehm4fgos 101 13 , , , cord-327716-ehm4fgos 101 14 R r NN cord-327716-ehm4fgos 101 15 0 0 CD cord-327716-ehm4fgos 101 16 , , , cord-327716-ehm4fgos 101 17 and and CC cord-327716-ehm4fgos 101 18 it -PRON- PRP cord-327716-ehm4fgos 101 19 was be VBD cord-327716-ehm4fgos 101 20 given give VBN cord-327716-ehm4fgos 101 21 a a DT cord-327716-ehm4fgos 101 22 non non JJ cord-327716-ehm4fgos 101 23 - - JJ cord-327716-ehm4fgos 101 24 informative informative JJ cord-327716-ehm4fgos 101 25 prior prior RB cord-327716-ehm4fgos 101 26 R R NNP cord-327716-ehm4fgos 101 27 0~U 0~u CD cord-327716-ehm4fgos 101 28 niform(0 niform(0 NNP cord-327716-ehm4fgos 101 29 , , , cord-327716-ehm4fgos 101 30 10 10 CD cord-327716-ehm4fgos 101 31 ) ) -RRB- cord-327716-ehm4fgos 101 32 . . . cord-327716-ehm4fgos 102 1 To to TO cord-327716-ehm4fgos 102 2 investigate investigate VB cord-327716-ehm4fgos 102 3 whether whether IN cord-327716-ehm4fgos 102 4 the the DT cord-327716-ehm4fgos 102 5 observed observed JJ cord-327716-ehm4fgos 102 6 infection infection NN cord-327716-ehm4fgos 102 7 data datum NNS cord-327716-ehm4fgos 102 8 support support VBP cord-327716-ehm4fgos 102 9 the the DT cord-327716-ehm4fgos 102 10 presence presence NN cord-327716-ehm4fgos 102 11 of of IN cord-327716-ehm4fgos 102 12 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 102 13 transmission transmission NN cord-327716-ehm4fgos 102 14 , , , cord-327716-ehm4fgos 102 15 an an DT cord-327716-ehm4fgos 102 16 open open JJ cord-327716-ehm4fgos 102 17 population population NN cord-327716-ehm4fgos 102 18 SEAIR SEAIR NNP cord-327716-ehm4fgos 102 19 model model NN cord-327716-ehm4fgos 102 20 ( ( -LRB- cord-327716-ehm4fgos 102 21 Figure figure NN cord-327716-ehm4fgos 102 22 3 3 CD cord-327716-ehm4fgos 102 23 ) ) -RRB- cord-327716-ehm4fgos 102 24 was be VBD cord-327716-ehm4fgos 102 25 formulated formulate VBN cord-327716-ehm4fgos 102 26 , , , cord-327716-ehm4fgos 102 27 which which WDT cord-327716-ehm4fgos 102 28 has have VBZ cord-327716-ehm4fgos 102 29 one one CD cord-327716-ehm4fgos 102 30 additional additional JJ cord-327716-ehm4fgos 102 31 stage stage NN cord-327716-ehm4fgos 102 32 A a NN cord-327716-ehm4fgos 102 33 , , , cord-327716-ehm4fgos 102 34 the the DT cord-327716-ehm4fgos 102 35 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 102 36 infectious infectious JJ cord-327716-ehm4fgos 102 37 stage stage NN cord-327716-ehm4fgos 102 38 , , , cord-327716-ehm4fgos 102 39 between between IN cord-327716-ehm4fgos 102 40 the the DT cord-327716-ehm4fgos 102 41 latent latent NN cord-327716-ehm4fgos 102 42 ( ( -LRB- cord-327716-ehm4fgos 102 43 E E NNP cord-327716-ehm4fgos 102 44 ) ) -RRB- cord-327716-ehm4fgos 102 45 and and CC cord-327716-ehm4fgos 102 46 the the DT cord-327716-ehm4fgos 102 47 infectious infectious JJ cord-327716-ehm4fgos 102 48 ( ( -LRB- cord-327716-ehm4fgos 102 49 I i NN cord-327716-ehm4fgos 102 50 ) ) -RRB- cord-327716-ehm4fgos 102 51 stages stage NNS cord-327716-ehm4fgos 102 52 of of IN cord-327716-ehm4fgos 102 53 a a DT cord-327716-ehm4fgos 102 54 SEIR SEIR NNP cord-327716-ehm4fgos 102 55 model model NN cord-327716-ehm4fgos 102 56 : : : cord-327716-ehm4fgos 102 57 . . . cord-327716-ehm4fgos 103 1 CC CC NNP cord-327716-ehm4fgos 103 2 - - HYPH cord-327716-ehm4fgos 103 3 BY BY NNP cord-327716-ehm4fgos 103 4 - - HYPH cord-327716-ehm4fgos 103 5 NC NC NNP cord-327716-ehm4fgos 103 6 - - HYPH cord-327716-ehm4fgos 103 7 ND ND NNP cord-327716-ehm4fgos 103 8 4.0 4.0 CD cord-327716-ehm4fgos 103 9 International international JJ cord-327716-ehm4fgos 103 10 license license NN cord-327716-ehm4fgos 104 1 It -PRON- PRP cord-327716-ehm4fgos 104 2 is be VBZ cord-327716-ehm4fgos 104 3 made make VBN cord-327716-ehm4fgos 104 4 available available JJ cord-327716-ehm4fgos 104 5 under under IN cord-327716-ehm4fgos 104 6 a a DT cord-327716-ehm4fgos 104 7 author author NN cord-327716-ehm4fgos 104 8 / / SYM cord-327716-ehm4fgos 104 9 funder funder NN cord-327716-ehm4fgos 104 10 , , , cord-327716-ehm4fgos 104 11 who who WP cord-327716-ehm4fgos 104 12 has have VBZ cord-327716-ehm4fgos 104 13 granted grant VBN cord-327716-ehm4fgos 104 14 medRxiv medRxiv NNS cord-327716-ehm4fgos 104 15 a a DT cord-327716-ehm4fgos 104 16 license license NN cord-327716-ehm4fgos 104 17 to to TO cord-327716-ehm4fgos 104 18 display display VB cord-327716-ehm4fgos 104 19 the the DT cord-327716-ehm4fgos 104 20 preprint preprint NN cord-327716-ehm4fgos 104 21 in in IN cord-327716-ehm4fgos 104 22 perpetuity perpetuity NN cord-327716-ehm4fgos 104 23 . . . cord-327716-ehm4fgos 105 1 is be VBZ cord-327716-ehm4fgos 105 2 the the DT cord-327716-ehm4fgos 105 3 ( ( -LRB- cord-327716-ehm4fgos 105 4 which which WDT cord-327716-ehm4fgos 105 5 was be VBD cord-327716-ehm4fgos 105 6 not not RB cord-327716-ehm4fgos 105 7 peer peer NN cord-327716-ehm4fgos 105 8 - - HYPH cord-327716-ehm4fgos 105 9 reviewed review VBN cord-327716-ehm4fgos 105 10 ) ) -RRB- cord-327716-ehm4fgos 106 1 The the DT cord-327716-ehm4fgos 106 2 copyright copyright NN cord-327716-ehm4fgos 106 3 holder holder NN cord-327716-ehm4fgos 106 4 for for IN cord-327716-ehm4fgos 106 5 this this DT cord-327716-ehm4fgos 106 6 preprint preprint NN cord-327716-ehm4fgos 106 7 . . . cord-327716-ehm4fgos 107 1 https://doi.org/10.1101/2020.02.15.20023440 https://doi.org/10.1101/2020.02.15.20023440 NNP cord-327716-ehm4fgos 107 2 doi doi NN cord-327716-ehm4fgos 107 3 : : : cord-327716-ehm4fgos 107 4 medRxiv medRxiv NNP cord-327716-ehm4fgos 107 5 preprint preprint NN cord-327716-ehm4fgos 107 6 0 0 CD cord-327716-ehm4fgos 107 7 , , , cord-327716-ehm4fgos 107 8 , , , cord-327716-ehm4fgos 107 9 , , , cord-327716-ehm4fgos 107 10 where where WRB cord-327716-ehm4fgos 107 11 R r NN cord-327716-ehm4fgos 107 12 0 0 CD cord-327716-ehm4fgos 107 13 is be VBZ cord-327716-ehm4fgos 107 14 the the DT cord-327716-ehm4fgos 107 15 basic basic JJ cord-327716-ehm4fgos 107 16 reproductive reproductive JJ cord-327716-ehm4fgos 107 17 number number NN cord-327716-ehm4fgos 107 18 of of IN cord-327716-ehm4fgos 107 19 this this DT cord-327716-ehm4fgos 107 20 model model NN cord-327716-ehm4fgos 108 1 , , , cord-327716-ehm4fgos 108 2 γ γ NNP cord-327716-ehm4fgos 108 3 has have VBZ cord-327716-ehm4fgos 108 4 a a DT cord-327716-ehm4fgos 108 5 non non JJ cord-327716-ehm4fgos 108 6 - - JJ cord-327716-ehm4fgos 108 7 informative informative JJ cord-327716-ehm4fgos 108 8 prior prior RB cord-327716-ehm4fgos 108 9 ~Uniform(0,1 ~uniform(0,1 CD cord-327716-ehm4fgos 108 10 ) ) -RRB- cord-327716-ehm4fgos 109 1 author author NN cord-327716-ehm4fgos 109 2 / / SYM cord-327716-ehm4fgos 109 3 funder funder NN cord-327716-ehm4fgos 109 4 , , , cord-327716-ehm4fgos 109 5 who who WP cord-327716-ehm4fgos 109 6 has have VBZ cord-327716-ehm4fgos 109 7 granted grant VBN cord-327716-ehm4fgos 109 8 medRxiv medRxiv NNS cord-327716-ehm4fgos 109 9 a a DT cord-327716-ehm4fgos 109 10 license license NN cord-327716-ehm4fgos 109 11 to to TO cord-327716-ehm4fgos 109 12 display display VB cord-327716-ehm4fgos 109 13 the the DT cord-327716-ehm4fgos 109 14 preprint preprint NN cord-327716-ehm4fgos 109 15 in in IN cord-327716-ehm4fgos 109 16 perpetuity perpetuity NN cord-327716-ehm4fgos 109 17 . . . cord-327716-ehm4fgos 110 1 is be VBZ cord-327716-ehm4fgos 110 2 the the DT cord-327716-ehm4fgos 110 3 ( ( -LRB- cord-327716-ehm4fgos 110 4 which which WDT cord-327716-ehm4fgos 110 5 was be VBD cord-327716-ehm4fgos 110 6 not not RB cord-327716-ehm4fgos 110 7 peer peer NN cord-327716-ehm4fgos 110 8 - - HYPH cord-327716-ehm4fgos 110 9 reviewed review VBN cord-327716-ehm4fgos 110 10 ) ) -RRB- cord-327716-ehm4fgos 111 1 The the DT cord-327716-ehm4fgos 111 2 copyright copyright NN cord-327716-ehm4fgos 111 3 holder holder NN cord-327716-ehm4fgos 111 4 for for IN cord-327716-ehm4fgos 111 5 this this DT cord-327716-ehm4fgos 111 6 preprint preprint NN cord-327716-ehm4fgos 111 7 . . . cord-327716-ehm4fgos 112 1 https://doi.org/10.1101/2020.02.15.20023440 https://doi.org/10.1101/2020.02.15.20023440 NNP cord-327716-ehm4fgos 112 2 doi doi XX cord-327716-ehm4fgos 112 3 : : : cord-327716-ehm4fgos 113 1 medRxiv medRxiv NNP cord-327716-ehm4fgos 113 2 preprint preprint NNP cord-327716-ehm4fgos 113 3 _SP cord-327716-ehm4fgos 114 1 The the DT cord-327716-ehm4fgos 114 2 ordinary ordinary JJ cord-327716-ehm4fgos 114 3 differential differential JJ cord-327716-ehm4fgos 114 4 equations equation NNS cord-327716-ehm4fgos 114 5 were be VBD cord-327716-ehm4fgos 114 6 solved solve VBN cord-327716-ehm4fgos 114 7 using use VBG cord-327716-ehm4fgos 114 8 the the DT cord-327716-ehm4fgos 114 9 LSODA lsoda NN cord-327716-ehm4fgos 114 10 algorithm algorithm NN cord-327716-ehm4fgos 114 11 ( ( -LRB- cord-327716-ehm4fgos 114 12 Petzold Petzold NNP cord-327716-ehm4fgos 114 13 & & CC cord-327716-ehm4fgos 114 14 Hindmarsh Hindmarsh NNP cord-327716-ehm4fgos 114 15 , , , cord-327716-ehm4fgos 114 16 1997 1997 CD cord-327716-ehm4fgos 114 17 ) ) -RRB- cord-327716-ehm4fgos 114 18 with with IN cord-327716-ehm4fgos 114 19 both both CC cord-327716-ehm4fgos 114 20 the the DT cord-327716-ehm4fgos 114 21 absolute absolute JJ cord-327716-ehm4fgos 114 22 and and CC cord-327716-ehm4fgos 114 23 relative relative JJ cord-327716-ehm4fgos 114 24 tolerance tolerance NN cord-327716-ehm4fgos 114 25 set set VBN cord-327716-ehm4fgos 114 26 to to IN cord-327716-ehm4fgos 114 27 10 10 CD cord-327716-ehm4fgos 114 28 -3 -3 NNP cord-327716-ehm4fgos 114 29 . . . cord-327716-ehm4fgos 115 1 Multiple multiple JJ cord-327716-ehm4fgos 115 2 chains chain NNS cord-327716-ehm4fgos 115 3 with with IN cord-327716-ehm4fgos 115 4 a a DT cord-327716-ehm4fgos 115 5 Metropolis Metropolis NNP cord-327716-ehm4fgos 115 6 - - HYPH cord-327716-ehm4fgos 115 7 Hastings Hastings NNP cord-327716-ehm4fgos 115 8 sequential sequential JJ cord-327716-ehm4fgos 115 9 sampler sampler NN cord-327716-ehm4fgos 115 10 were be VBD cord-327716-ehm4fgos 115 11 used use VBN cord-327716-ehm4fgos 115 12 to to TO cord-327716-ehm4fgos 115 13 draw draw VB cord-327716-ehm4fgos 115 14 samples sample NNS cord-327716-ehm4fgos 115 15 from from IN cord-327716-ehm4fgos 115 16 the the DT cord-327716-ehm4fgos 115 17 posterior posterior NN cord-327716-ehm4fgos 115 18 of of IN cord-327716-ehm4fgos 115 19 the the DT cord-327716-ehm4fgos 115 20 model model NN cord-327716-ehm4fgos 115 21 parameters parameter NNS cord-327716-ehm4fgos 115 22 . . . cord-327716-ehm4fgos 116 1 Python Python NNP cord-327716-ehm4fgos 116 2 packages package VBZ cord-327716-ehm4fgos 116 3 numpy numpy NN cord-327716-ehm4fgos 116 4 and and CC cord-327716-ehm4fgos 116 5 pymc3 pymc3 NNS cord-327716-ehm4fgos 116 6 were be VBD cord-327716-ehm4fgos 116 7 used use VBN cord-327716-ehm4fgos 116 8 to to TO cord-327716-ehm4fgos 116 9 estimate estimate VB cord-327716-ehm4fgos 116 10 model model NN cord-327716-ehm4fgos 116 11 parameters parameter NNS cord-327716-ehm4fgos 116 12 , , , cord-327716-ehm4fgos 116 13 and and CC cord-327716-ehm4fgos 116 14 all all PDT cord-327716-ehm4fgos 116 15 the the DT cord-327716-ehm4fgos 116 16 data datum NNS cord-327716-ehm4fgos 116 17 processing processing NN cord-327716-ehm4fgos 116 18 was be VBD cord-327716-ehm4fgos 116 19 conducted conduct VBN cord-327716-ehm4fgos 116 20 in in IN cord-327716-ehm4fgos 116 21 Python Python NNP cord-327716-ehm4fgos 116 22 3.7 3.7 CD cord-327716-ehm4fgos 116 23 ( ( -LRB- cord-327716-ehm4fgos 116 24 Rossum Rossum NNP cord-327716-ehm4fgos 116 25 , , , cord-327716-ehm4fgos 116 26 1995 1995 CD cord-327716-ehm4fgos 116 27 ) ) -RRB- cord-327716-ehm4fgos 116 28 and and CC cord-327716-ehm4fgos 116 29 statistical statistical JJ cord-327716-ehm4fgos 116 30 program program NN cord-327716-ehm4fgos 116 31 R R NNP cord-327716-ehm4fgos 116 32 3.6 3.6 CD cord-327716-ehm4fgos 116 33 ( ( -LRB- cord-327716-ehm4fgos 116 34 R R NNP cord-327716-ehm4fgos 116 35 Development Development NNP cord-327716-ehm4fgos 116 36 Core Core NNP cord-327716-ehm4fgos 116 37 Team Team NNP cord-327716-ehm4fgos 116 38 , , , cord-327716-ehm4fgos 116 39 2016 2016 CD cord-327716-ehm4fgos 116 40 ) ) -RRB- cord-327716-ehm4fgos 116 41 . . . cord-327716-ehm4fgos 117 1 All all PDT cord-327716-ehm4fgos 117 2 the the DT cord-327716-ehm4fgos 117 3 datasets dataset NNS cord-327716-ehm4fgos 117 4 used use VBN cord-327716-ehm4fgos 117 5 in in IN cord-327716-ehm4fgos 117 6 this this DT cord-327716-ehm4fgos 117 7 study study NN cord-327716-ehm4fgos 117 8 are be VBP cord-327716-ehm4fgos 117 9 hosted host VBN cord-327716-ehm4fgos 117 10 on on IN cord-327716-ehm4fgos 117 11 a a DT cord-327716-ehm4fgos 117 12 public public JJ cord-327716-ehm4fgos 117 13 repository repository NN cord-327716-ehm4fgos 117 14 and and CC cord-327716-ehm4fgos 117 15 made make VBN cord-327716-ehm4fgos 117 16 available available JJ cord-327716-ehm4fgos 117 17 at at IN cord-327716-ehm4fgos 117 18 https://github.com/HVoltBb/2019nCov https://github.com/HVoltBb/2019nCov NNP cord-327716-ehm4fgos 117 19 . . . cord-327716-ehm4fgos 118 1 Model model NN cord-327716-ehm4fgos 118 2 performance performance NN cord-327716-ehm4fgos 118 3 was be VBD cord-327716-ehm4fgos 118 4 evaluated evaluate VBN cord-327716-ehm4fgos 118 5 using use VBG cord-327716-ehm4fgos 118 6 the the DT cord-327716-ehm4fgos 118 7 WAIC WAIC NNP cord-327716-ehm4fgos 118 8 ( ( -LRB- cord-327716-ehm4fgos 118 9 widely widely RB cord-327716-ehm4fgos 118 10 applicable applicable JJ cord-327716-ehm4fgos 118 11 information information NN cord-327716-ehm4fgos 118 12 criterion criterion NN cord-327716-ehm4fgos 118 13 ) ) -RRB- cord-327716-ehm4fgos 119 1 ( ( -LRB- cord-327716-ehm4fgos 119 2 Gelman Gelman NNP cord-327716-ehm4fgos 119 3 , , , cord-327716-ehm4fgos 119 4 Hwang Hwang NNP cord-327716-ehm4fgos 119 5 , , , cord-327716-ehm4fgos 119 6 & & CC cord-327716-ehm4fgos 119 7 Vehtari Vehtari NNP cord-327716-ehm4fgos 119 8 , , , cord-327716-ehm4fgos 119 9 2014 2014 CD cord-327716-ehm4fgos 119 10 ) ) -RRB- cord-327716-ehm4fgos 119 11 , , , cord-327716-ehm4fgos 119 12 calculated calculate VBN cord-327716-ehm4fgos 119 13 as as IN cord-327716-ehm4fgos 119 14 . . . cord-327716-ehm4fgos 120 1 CC CC NNP cord-327716-ehm4fgos 120 2 - - HYPH cord-327716-ehm4fgos 120 3 BY BY NNP cord-327716-ehm4fgos 120 4 - - HYPH cord-327716-ehm4fgos 120 5 NC NC NNP cord-327716-ehm4fgos 120 6 - - HYPH cord-327716-ehm4fgos 120 7 ND ND NNP cord-327716-ehm4fgos 120 8 4.0 4.0 CD cord-327716-ehm4fgos 120 9 International international JJ cord-327716-ehm4fgos 120 10 license license NN cord-327716-ehm4fgos 121 1 It -PRON- PRP cord-327716-ehm4fgos 121 2 is be VBZ cord-327716-ehm4fgos 121 3 made make VBN cord-327716-ehm4fgos 121 4 available available JJ cord-327716-ehm4fgos 121 5 under under IN cord-327716-ehm4fgos 121 6 a a DT cord-327716-ehm4fgos 121 7 author author NN cord-327716-ehm4fgos 121 8 / / SYM cord-327716-ehm4fgos 121 9 funder funder NN cord-327716-ehm4fgos 121 10 , , , cord-327716-ehm4fgos 121 11 who who WP cord-327716-ehm4fgos 121 12 has have VBZ cord-327716-ehm4fgos 121 13 granted grant VBN cord-327716-ehm4fgos 121 14 medRxiv medRxiv NNS cord-327716-ehm4fgos 121 15 a a DT cord-327716-ehm4fgos 121 16 license license NN cord-327716-ehm4fgos 121 17 to to TO cord-327716-ehm4fgos 121 18 display display VB cord-327716-ehm4fgos 121 19 the the DT cord-327716-ehm4fgos 121 20 preprint preprint NN cord-327716-ehm4fgos 121 21 in in IN cord-327716-ehm4fgos 121 22 perpetuity perpetuity NN cord-327716-ehm4fgos 121 23 . . . cord-327716-ehm4fgos 122 1 is be VBZ cord-327716-ehm4fgos 122 2 the the DT cord-327716-ehm4fgos 122 3 ( ( -LRB- cord-327716-ehm4fgos 122 4 which which WDT cord-327716-ehm4fgos 122 5 was be VBD cord-327716-ehm4fgos 122 6 not not RB cord-327716-ehm4fgos 122 7 peer peer NN cord-327716-ehm4fgos 122 8 - - HYPH cord-327716-ehm4fgos 122 9 reviewed review VBN cord-327716-ehm4fgos 122 10 ) ) -RRB- cord-327716-ehm4fgos 123 1 The the DT cord-327716-ehm4fgos 123 2 copyright copyright NN cord-327716-ehm4fgos 123 3 holder holder NN cord-327716-ehm4fgos 123 4 for for IN cord-327716-ehm4fgos 123 5 this this DT cord-327716-ehm4fgos 123 6 preprint preprint NN cord-327716-ehm4fgos 123 7 . . . cord-327716-ehm4fgos 124 1 where where WRB cord-327716-ehm4fgos 124 2 θ θ NNP cord-327716-ehm4fgos 124 3 is be VBZ cord-327716-ehm4fgos 124 4 the the DT cord-327716-ehm4fgos 124 5 posterior posterior JJ cord-327716-ehm4fgos 124 6 mean mean JJ cord-327716-ehm4fgos 124 7 estimate estimate NN cord-327716-ehm4fgos 124 8 , , , cord-327716-ehm4fgos 124 9 and and CC cord-327716-ehm4fgos 124 10 p p LS cord-327716-ehm4fgos 124 11 WAIC WAIC NNP cord-327716-ehm4fgos 124 12 is be VBZ cord-327716-ehm4fgos 124 13 the the DT cord-327716-ehm4fgos 124 14 data datum NNS cord-327716-ehm4fgos 124 15 based base VBN cord-327716-ehm4fgos 124 16 bias bias NN cord-327716-ehm4fgos 124 17 correction correction NN cord-327716-ehm4fgos 124 18 term term NN cord-327716-ehm4fgos 124 19 . . . cord-327716-ehm4fgos 124 20 _SP cord-327716-ehm4fgos 125 1 where where WRB cord-327716-ehm4fgos 125 2 M M NNP cord-327716-ehm4fgos 125 3 is be VBZ cord-327716-ehm4fgos 125 4 the the DT cord-327716-ehm4fgos 125 5 number number NN cord-327716-ehm4fgos 125 6 of of IN cord-327716-ehm4fgos 125 7 candidate candidate NN cord-327716-ehm4fgos 125 8 models model NNS cord-327716-ehm4fgos 125 9 . . . cord-327716-ehm4fgos 126 1 Models model NNS cord-327716-ehm4fgos 126 2 with with IN cord-327716-ehm4fgos 126 3 larger large JJR cord-327716-ehm4fgos 126 4 weights weight NNS cord-327716-ehm4fgos 126 5 have have VBP cord-327716-ehm4fgos 126 6 more more JJR cord-327716-ehm4fgos 126 7 support support NN cord-327716-ehm4fgos 126 8 from from IN cord-327716-ehm4fgos 126 9 the the DT cord-327716-ehm4fgos 126 10 empirical empirical JJ cord-327716-ehm4fgos 126 11 data datum NNS cord-327716-ehm4fgos 126 12 than than IN cord-327716-ehm4fgos 126 13 models model NNS cord-327716-ehm4fgos 126 14 with with IN cord-327716-ehm4fgos 126 15 smaller small JJR cord-327716-ehm4fgos 126 16 weights weight NNS cord-327716-ehm4fgos 126 17 . . . cord-327716-ehm4fgos 127 1 These these DT cord-327716-ehm4fgos 127 2 weights weight NNS cord-327716-ehm4fgos 127 3 can can MD cord-327716-ehm4fgos 127 4 be be VB cord-327716-ehm4fgos 127 5 used use VBN cord-327716-ehm4fgos 127 6 to to TO cord-327716-ehm4fgos 127 7 construct construct VB cord-327716-ehm4fgos 127 8 an an DT cord-327716-ehm4fgos 127 9 ensemble ensemble NN cord-327716-ehm4fgos 127 10 estimator estimator NN cord-327716-ehm4fgos 127 11 ĥ ĥ NNP cord-327716-ehm4fgos 127 12 , , , cord-327716-ehm4fgos 127 13 where where WRB cord-327716-ehm4fgos 127 14 ˆm ˆm IN cord-327716-ehm4fgos 127 15 h h NN cord-327716-ehm4fgos 127 16 is be VBZ cord-327716-ehm4fgos 127 17 the the DT cord-327716-ehm4fgos 127 18 estimator estimator NN cord-327716-ehm4fgos 127 19 from from IN cord-327716-ehm4fgos 127 20 candidate candidate NN cord-327716-ehm4fgos 127 21 model model NN cord-327716-ehm4fgos 127 22 m. m. NNP cord-327716-ehm4fgos 128 1 The the DT cord-327716-ehm4fgos 128 2 major major JJ cord-327716-ehm4fgos 128 3 advantage advantage NN cord-327716-ehm4fgos 128 4 of of IN cord-327716-ehm4fgos 128 5 using use VBG cord-327716-ehm4fgos 128 6 the the DT cord-327716-ehm4fgos 128 7 ensemble ensemble NN cord-327716-ehm4fgos 128 8 estimator estimator NN cord-327716-ehm4fgos 128 9 is be VBZ cord-327716-ehm4fgos 128 10 its -PRON- PRP$ cord-327716-ehm4fgos 128 11 ability ability NN cord-327716-ehm4fgos 128 12 to to TO cord-327716-ehm4fgos 128 13 account account VB cord-327716-ehm4fgos 128 14 for for IN cord-327716-ehm4fgos 128 15 model model NN cord-327716-ehm4fgos 128 16 uncertainty uncertainty NN cord-327716-ehm4fgos 128 17 and and CC cord-327716-ehm4fgos 128 18 obtain obtain VB cord-327716-ehm4fgos 128 19 better well JJR cord-327716-ehm4fgos 128 20 predictive predictive JJ cord-327716-ehm4fgos 128 21 performance performance NN cord-327716-ehm4fgos 128 22 than than IN cord-327716-ehm4fgos 128 23 any any DT cord-327716-ehm4fgos 128 24 single single JJ cord-327716-ehm4fgos 128 25 constituent constituent JJ cord-327716-ehm4fgos 128 26 candidate candidate NN cord-327716-ehm4fgos 128 27 model model NN cord-327716-ehm4fgos 128 28 . . . cord-327716-ehm4fgos 129 1 To to TO cord-327716-ehm4fgos 129 2 assess assess VB cord-327716-ehm4fgos 129 3 the the DT cord-327716-ehm4fgos 129 4 significance significance NN cord-327716-ehm4fgos 129 5 of of IN cord-327716-ehm4fgos 129 6 the the DT cord-327716-ehm4fgos 129 7 SEAIR SEAIR NNP cord-327716-ehm4fgos 129 8 model model NN cord-327716-ehm4fgos 129 9 with with IN cord-327716-ehm4fgos 129 10 respect respect NN cord-327716-ehm4fgos 129 11 to to IN cord-327716-ehm4fgos 129 12 the the DT cord-327716-ehm4fgos 129 13 SEIR SEIR NNP cord-327716-ehm4fgos 129 14 model model NN cord-327716-ehm4fgos 129 15 , , , cord-327716-ehm4fgos 129 16 parametric parametric JJ cord-327716-ehm4fgos 129 17 bootstrap bootstrap NN cord-327716-ehm4fgos 129 18 samples sample NNS cord-327716-ehm4fgos 129 19 were be VBD cord-327716-ehm4fgos 129 20 generated generate VBN cord-327716-ehm4fgos 129 21 to to TO cord-327716-ehm4fgos 129 22 estimate estimate VB cord-327716-ehm4fgos 129 23 the the DT cord-327716-ehm4fgos 129 24 small small JJ cord-327716-ehm4fgos 129 25 sample sample NN cord-327716-ehm4fgos 129 26 distribution distribution NN cord-327716-ehm4fgos 129 27 of of IN cord-327716-ehm4fgos 129 28 the the DT cord-327716-ehm4fgos 129 29 model model NN cord-327716-ehm4fgos 129 30 weights weight NNS cord-327716-ehm4fgos 129 31 when when WRB cord-327716-ehm4fgos 129 32 the the DT cord-327716-ehm4fgos 129 33 data datum NNS cord-327716-ehm4fgos 129 34 generating generating NN cord-327716-ehm4fgos 129 35 model model NN cord-327716-ehm4fgos 129 36 is be VBZ cord-327716-ehm4fgos 129 37 SEIR SEIR NNP cord-327716-ehm4fgos 129 38 . . . cord-327716-ehm4fgos 130 1 The the DT cord-327716-ehm4fgos 130 2 simulation simulation NN cord-327716-ehm4fgos 130 3 procedure procedure NN cord-327716-ehm4fgos 130 4 is be VBZ cord-327716-ehm4fgos 130 5 . . . cord-327716-ehm4fgos 131 1 CC CC NNP cord-327716-ehm4fgos 131 2 - - HYPH cord-327716-ehm4fgos 131 3 BY BY NNP cord-327716-ehm4fgos 131 4 - - HYPH cord-327716-ehm4fgos 131 5 NC NC NNP cord-327716-ehm4fgos 131 6 - - HYPH cord-327716-ehm4fgos 131 7 ND ND NNP cord-327716-ehm4fgos 131 8 4.0 4.0 CD cord-327716-ehm4fgos 131 9 International international JJ cord-327716-ehm4fgos 131 10 license license NN cord-327716-ehm4fgos 131 11 It -PRON- PRP cord-327716-ehm4fgos 131 12 is be VBZ cord-327716-ehm4fgos 131 13 made make VBN cord-327716-ehm4fgos 131 14 available available JJ cord-327716-ehm4fgos 131 15 under under IN cord-327716-ehm4fgos 131 16 a a DT cord-327716-ehm4fgos 131 17 author author NN cord-327716-ehm4fgos 131 18 / / SYM cord-327716-ehm4fgos 131 19 funder funder NN cord-327716-ehm4fgos 131 20 , , , cord-327716-ehm4fgos 131 21 who who WP cord-327716-ehm4fgos 131 22 has have VBZ cord-327716-ehm4fgos 131 23 granted grant VBN cord-327716-ehm4fgos 131 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 131 25 a a DT cord-327716-ehm4fgos 131 26 license license NN cord-327716-ehm4fgos 131 27 to to TO cord-327716-ehm4fgos 131 28 display display VB cord-327716-ehm4fgos 131 29 the the DT cord-327716-ehm4fgos 131 30 preprint preprint NN cord-327716-ehm4fgos 131 31 in in IN cord-327716-ehm4fgos 131 32 perpetuity perpetuity NN cord-327716-ehm4fgos 131 33 . . . cord-327716-ehm4fgos 132 1 is be VBZ cord-327716-ehm4fgos 132 2 the the DT cord-327716-ehm4fgos 132 3 ( ( -LRB- cord-327716-ehm4fgos 132 4 which which WDT cord-327716-ehm4fgos 132 5 was be VBD cord-327716-ehm4fgos 132 6 not not RB cord-327716-ehm4fgos 132 7 peer peer NN cord-327716-ehm4fgos 132 8 - - HYPH cord-327716-ehm4fgos 132 9 reviewed review VBN cord-327716-ehm4fgos 132 10 ) ) -RRB- cord-327716-ehm4fgos 133 1 The the DT cord-327716-ehm4fgos 133 2 copyright copyright NN cord-327716-ehm4fgos 133 3 holder holder NN cord-327716-ehm4fgos 133 4 for for IN cord-327716-ehm4fgos 133 5 this this DT cord-327716-ehm4fgos 133 6 preprint preprint NN cord-327716-ehm4fgos 133 7 . . . cord-327716-ehm4fgos 134 1 https://doi.org/10.1101/2020.02.15.20023440 https://doi.org/10.1101/2020.02.15.20023440 NNP cord-327716-ehm4fgos 134 2 doi doi XX cord-327716-ehm4fgos 134 3 : : : cord-327716-ehm4fgos 135 1 medRxiv medRxiv NNP cord-327716-ehm4fgos 135 2 preprint preprint NN cord-327716-ehm4fgos 135 3 as as IN cord-327716-ehm4fgos 135 4 follows follow VBZ cord-327716-ehm4fgos 135 5 . . . cord-327716-ehm4fgos 136 1 First first RB cord-327716-ehm4fgos 136 2 , , , cord-327716-ehm4fgos 136 3 a a DT cord-327716-ehm4fgos 136 4 random random JJ cord-327716-ehm4fgos 136 5 sample sample NN cord-327716-ehm4fgos 136 6 was be VBD cord-327716-ehm4fgos 136 7 drawn draw VBN cord-327716-ehm4fgos 136 8 from from IN cord-327716-ehm4fgos 136 9 the the DT cord-327716-ehm4fgos 136 10 posterior posterior NN cord-327716-ehm4fgos 136 11 of of IN cord-327716-ehm4fgos 136 12 the the DT cord-327716-ehm4fgos 136 13 R r NN cord-327716-ehm4fgos 136 14 0 0 CD cord-327716-ehm4fgos 136 15 in in IN cord-327716-ehm4fgos 136 16 model model NN cord-327716-ehm4fgos 136 17 SEIR SEIR NNP cord-327716-ehm4fgos 136 18 , , , cord-327716-ehm4fgos 136 19 the the DT cord-327716-ehm4fgos 136 20 SEIR SEIR NNP cord-327716-ehm4fgos 136 21 model model NN cord-327716-ehm4fgos 136 22 was be VBD cord-327716-ehm4fgos 136 23 solved solve VBN cord-327716-ehm4fgos 136 24 for for IN cord-327716-ehm4fgos 136 25 each each DT cord-327716-ehm4fgos 136 26 of of IN cord-327716-ehm4fgos 136 27 these these DT cord-327716-ehm4fgos 136 28 R r NN cord-327716-ehm4fgos 136 29 0 0 CD cord-327716-ehm4fgos 136 30 s s NN cord-327716-ehm4fgos 136 31 , , , cord-327716-ehm4fgos 136 32 then then RB cord-327716-ehm4fgos 136 33 the the DT cord-327716-ehm4fgos 136 34 number number NN cord-327716-ehm4fgos 136 35 of of IN cord-327716-ehm4fgos 136 36 internationally internationally RB cord-327716-ehm4fgos 136 37 exported export VBN cord-327716-ehm4fgos 136 38 cases case NNS cord-327716-ehm4fgos 136 39 simulated simulate VBN cord-327716-ehm4fgos 136 40 from from IN cord-327716-ehm4fgos 136 41 the the DT cord-327716-ehm4fgos 136 42 Poisson Poisson NNP cord-327716-ehm4fgos 136 43 distribution distribution NN cord-327716-ehm4fgos 136 44 for for IN cord-327716-ehm4fgos 136 45 all all PDT cord-327716-ehm4fgos 136 46 the the DT cord-327716-ehm4fgos 136 47 dates date NNS cord-327716-ehm4fgos 136 48 when when WRB cord-327716-ehm4fgos 136 49 such such JJ cord-327716-ehm4fgos 136 50 data datum NNS cord-327716-ehm4fgos 136 51 are be VBP cord-327716-ehm4fgos 136 52 available available JJ cord-327716-ehm4fgos 136 53 , , , cord-327716-ehm4fgos 136 54 and and CC cord-327716-ehm4fgos 136 55 the the DT cord-327716-ehm4fgos 136 56 number number NN cord-327716-ehm4fgos 136 57 of of IN cord-327716-ehm4fgos 136 58 latent latent JJ cord-327716-ehm4fgos 136 59 individuals individual NNS cord-327716-ehm4fgos 136 60 simulated simulate VBN cord-327716-ehm4fgos 136 61 from from IN cord-327716-ehm4fgos 136 62 the the DT cord-327716-ehm4fgos 136 63 Binomial binomial JJ cord-327716-ehm4fgos 136 64 distribution distribution NN cord-327716-ehm4fgos 136 65 for for IN cord-327716-ehm4fgos 136 66 each each DT cord-327716-ehm4fgos 136 67 sample sample NN cord-327716-ehm4fgos 136 68 of of IN cord-327716-ehm4fgos 136 69 evacuated evacuate VBN cord-327716-ehm4fgos 136 70 foreign foreign JJ cord-327716-ehm4fgos 136 71 nationals national NNS cord-327716-ehm4fgos 136 72 . . . cord-327716-ehm4fgos 137 1 Next next RB cord-327716-ehm4fgos 137 2 , , , cord-327716-ehm4fgos 137 3 for for IN cord-327716-ehm4fgos 137 4 each each DT cord-327716-ehm4fgos 137 5 simulated simulate VBN cord-327716-ehm4fgos 137 6 data datum NNS cord-327716-ehm4fgos 137 7 set set NN cord-327716-ehm4fgos 137 8 , , , cord-327716-ehm4fgos 137 9 posterior posterior JJ cord-327716-ehm4fgos 137 10 estimates estimate NNS cord-327716-ehm4fgos 137 11 were be VBD cord-327716-ehm4fgos 137 12 drawn draw VBN cord-327716-ehm4fgos 137 13 from from IN cord-327716-ehm4fgos 137 14 both both CC cord-327716-ehm4fgos 137 15 the the DT cord-327716-ehm4fgos 137 16 SEIR SEIR NNP cord-327716-ehm4fgos 137 17 and and CC cord-327716-ehm4fgos 137 18 SEAIR SEAIR NNP cord-327716-ehm4fgos 137 19 models model NNS cord-327716-ehm4fgos 137 20 , , , cord-327716-ehm4fgos 137 21 and and CC cord-327716-ehm4fgos 137 22 WAIC WAIC NNP cord-327716-ehm4fgos 137 23 and and CC cord-327716-ehm4fgos 137 24 weight weight NN cord-327716-ehm4fgos 137 25 w w NN cord-327716-ehm4fgos 137 26 calculated calculate VBN cord-327716-ehm4fgos 137 27 for for IN cord-327716-ehm4fgos 137 28 both both DT cord-327716-ehm4fgos 137 29 models model NNS cord-327716-ehm4fgos 137 30 . . . cord-327716-ehm4fgos 138 1 The the DT cord-327716-ehm4fgos 138 2 significance significance NN cord-327716-ehm4fgos 138 3 of of IN cord-327716-ehm4fgos 138 4 the the DT cord-327716-ehm4fgos 138 5 weight weight NN cord-327716-ehm4fgos 138 6 of of IN cord-327716-ehm4fgos 138 7 the the DT cord-327716-ehm4fgos 138 8 SEAIR SEAIR NNP cord-327716-ehm4fgos 138 9 model model NN cord-327716-ehm4fgos 138 10 is be VBZ cord-327716-ehm4fgos 138 11 evaluated evaluate VBN cord-327716-ehm4fgos 138 12 against against IN cord-327716-ehm4fgos 138 13 the the DT cord-327716-ehm4fgos 138 14 simulated simulated JJ cord-327716-ehm4fgos 138 15 empirical empirical JJ cord-327716-ehm4fgos 138 16 null null JJ cord-327716-ehm4fgos 138 17 distribution distribution NN cord-327716-ehm4fgos 138 18 of of IN cord-327716-ehm4fgos 138 19 the the DT cord-327716-ehm4fgos 138 20 weight weight NN cord-327716-ehm4fgos 138 21 when when WRB cord-327716-ehm4fgos 138 22 the the DT cord-327716-ehm4fgos 138 23 true true JJ cord-327716-ehm4fgos 138 24 model model NN cord-327716-ehm4fgos 138 25 is be VBZ cord-327716-ehm4fgos 138 26 SEIR SEIR NNP cord-327716-ehm4fgos 138 27 . . . cord-327716-ehm4fgos 139 1 Based base VBN cord-327716-ehm4fgos 139 2 on on IN cord-327716-ehm4fgos 139 3 rescaled rescale VBN cord-327716-ehm4fgos 139 4 real real JJ cord-327716-ehm4fgos 139 5 time time NN cord-327716-ehm4fgos 139 6 domestic domestic JJ cord-327716-ehm4fgos 139 7 migration migration NN cord-327716-ehm4fgos 139 8 data datum NNS cord-327716-ehm4fgos 139 9 , , , cord-327716-ehm4fgos 139 10 the the DT cord-327716-ehm4fgos 139 11 population population NN cord-327716-ehm4fgos 139 12 outflow outflow NN cord-327716-ehm4fgos 139 13 from from IN cord-327716-ehm4fgos 139 14 the the DT cord-327716-ehm4fgos 139 15 city city NN cord-327716-ehm4fgos 139 16 of of IN cord-327716-ehm4fgos 139 17 Wuhan Wuhan NNP cord-327716-ehm4fgos 139 18 differed differ VBD cord-327716-ehm4fgos 139 19 significantly significantly RB cord-327716-ehm4fgos 139 20 from from IN cord-327716-ehm4fgos 139 21 its -PRON- PRP$ cord-327716-ehm4fgos 139 22 historical historical JJ cord-327716-ehm4fgos 139 23 pattern pattern NN cord-327716-ehm4fgos 139 24 in in IN cord-327716-ehm4fgos 139 25 2019 2019 CD cord-327716-ehm4fgos 139 26 . . . cord-327716-ehm4fgos 140 1 The the DT cord-327716-ehm4fgos 140 2 net net JJ cord-327716-ehm4fgos 140 3 outflow outflow NN cord-327716-ehm4fgos 140 4 between between IN cord-327716-ehm4fgos 140 5 the the DT cord-327716-ehm4fgos 140 6 day day NN cord-327716-ehm4fgos 140 7 the the DT cord-327716-ehm4fgos 140 8 first first JJ cord-327716-ehm4fgos 140 9 COVD-19 COVD-19 NNP cord-327716-ehm4fgos 140 10 case case NN cord-327716-ehm4fgos 140 11 was be VBD cord-327716-ehm4fgos 140 12 confirmed confirm VBN cord-327716-ehm4fgos 140 13 and and CC cord-327716-ehm4fgos 140 14 when when WRB cord-327716-ehm4fgos 140 15 Wuhan Wuhan NNP cord-327716-ehm4fgos 140 16 was be VBD cord-327716-ehm4fgos 140 17 quarantined quarantine VBN cord-327716-ehm4fgos 140 18 shows show VBZ cord-327716-ehm4fgos 140 19 an an DT cord-327716-ehm4fgos 140 20 exponential exponential JJ cord-327716-ehm4fgos 140 21 increase increase NN cord-327716-ehm4fgos 140 22 pattern pattern NN cord-327716-ehm4fgos 140 23 ( ( -LRB- cord-327716-ehm4fgos 140 24 Figure figure NN cord-327716-ehm4fgos 140 25 4 4 CD cord-327716-ehm4fgos 140 26 ) ) -RRB- cord-327716-ehm4fgos 140 27 . . . cord-327716-ehm4fgos 141 1 During during IN cord-327716-ehm4fgos 141 2 this this DT cord-327716-ehm4fgos 141 3 period period NN cord-327716-ehm4fgos 141 4 , , , cord-327716-ehm4fgos 141 5 the the DT cord-327716-ehm4fgos 141 6 overall overall JJ cord-327716-ehm4fgos 141 7 outflow outflow NN cord-327716-ehm4fgos 141 8 was be VBD cord-327716-ehm4fgos 141 9 15 15 CD cord-327716-ehm4fgos 141 10 % % NN cord-327716-ehm4fgos 141 11 more more JJR cord-327716-ehm4fgos 141 12 than than IN cord-327716-ehm4fgos 141 13 the the DT cord-327716-ehm4fgos 141 14 same same JJ cord-327716-ehm4fgos 141 15 period period NN cord-327716-ehm4fgos 141 16 ( ( -LRB- cord-327716-ehm4fgos 141 17 according accord VBG cord-327716-ehm4fgos 141 18 to to IN cord-327716-ehm4fgos 141 19 Lunar Lunar NNP cord-327716-ehm4fgos 141 20 Calendar Calendar NNP cord-327716-ehm4fgos 141 21 ) ) -RRB- cord-327716-ehm4fgos 141 22 in in IN cord-327716-ehm4fgos 141 23 2019 2019 CD cord-327716-ehm4fgos 141 24 . . . cord-327716-ehm4fgos 142 1 At at IN cord-327716-ehm4fgos 142 2 its -PRON- PRP$ cord-327716-ehm4fgos 142 3 peak peak NN cord-327716-ehm4fgos 142 4 ( ( -LRB- cord-327716-ehm4fgos 142 5 days day NNS cord-327716-ehm4fgos 142 6 before before IN cord-327716-ehm4fgos 142 7 Wuhan Wuhan NNP cord-327716-ehm4fgos 142 8 was be VBD cord-327716-ehm4fgos 142 9 quarantined quarantine VBN cord-327716-ehm4fgos 142 10 ) ) -RRB- cord-327716-ehm4fgos 142 11 , , , cord-327716-ehm4fgos 142 12 over over IN cord-327716-ehm4fgos 142 13 millions million NNS cord-327716-ehm4fgos 142 14 of of IN cord-327716-ehm4fgos 142 15 individuals individual NNS cord-327716-ehm4fgos 142 16 were be VBD cord-327716-ehm4fgos 142 17 leaving leave VBG cord-327716-ehm4fgos 142 18 Wuhan Wuhan NNP cord-327716-ehm4fgos 142 19 on on IN cord-327716-ehm4fgos 142 20 a a DT cord-327716-ehm4fgos 142 21 daily daily JJ cord-327716-ehm4fgos 142 22 basis basis NN cord-327716-ehm4fgos 142 23 . . . cord-327716-ehm4fgos 143 1 Two two CD cord-327716-ehm4fgos 143 2 days day NNS cord-327716-ehm4fgos 143 3 after after IN cord-327716-ehm4fgos 143 4 Wuhan Wuhan NNP cord-327716-ehm4fgos 143 5 was be VBD cord-327716-ehm4fgos 143 6 quarantined quarantine VBN cord-327716-ehm4fgos 143 7 , , , cord-327716-ehm4fgos 143 8 the the DT cord-327716-ehm4fgos 143 9 net net JJ cord-327716-ehm4fgos 143 10 outflow outflow NN cord-327716-ehm4fgos 143 11 reserved reserve VBN cord-327716-ehm4fgos 143 12 signs sign NNS cord-327716-ehm4fgos 143 13 and and CC cord-327716-ehm4fgos 143 14 stays stay VBZ cord-327716-ehm4fgos 143 15 at at IN cord-327716-ehm4fgos 143 16 a a DT cord-327716-ehm4fgos 143 17 relatively relatively RB cord-327716-ehm4fgos 143 18 low low JJ cord-327716-ehm4fgos 143 19 level level NN cord-327716-ehm4fgos 143 20 . . . cord-327716-ehm4fgos 144 1 Both both DT cord-327716-ehm4fgos 144 2 the the DT cord-327716-ehm4fgos 144 3 SEIR seir NN cord-327716-ehm4fgos 144 4 and and CC cord-327716-ehm4fgos 144 5 SEAIR SEAIR NNP cord-327716-ehm4fgos 144 6 models model NNS cord-327716-ehm4fgos 144 7 were be VBD cord-327716-ehm4fgos 144 8 fitted fit VBN cord-327716-ehm4fgos 144 9 to to IN cord-327716-ehm4fgos 144 10 the the DT cord-327716-ehm4fgos 144 11 infection infection NN cord-327716-ehm4fgos 144 12 data datum NNS cord-327716-ehm4fgos 144 13 , , , cord-327716-ehm4fgos 144 14 and and CC cord-327716-ehm4fgos 144 15 SEIR SEIR NNP cord-327716-ehm4fgos 144 16 model model NN cord-327716-ehm4fgos 144 17 has have VBZ cord-327716-ehm4fgos 144 18 better well JJR cord-327716-ehm4fgos 144 19 performance performance NN cord-327716-ehm4fgos 144 20 than than IN cord-327716-ehm4fgos 144 21 the the DT cord-327716-ehm4fgos 144 22 SEAIR SEAIR NNP cord-327716-ehm4fgos 144 23 model model NN cord-327716-ehm4fgos 144 24 based base VBN cord-327716-ehm4fgos 144 25 on on IN cord-327716-ehm4fgos 144 26 WAIC WAIC NNP cord-327716-ehm4fgos 144 27 ( ( -LRB- cord-327716-ehm4fgos 144 28 Table table NN cord-327716-ehm4fgos 144 29 1 1 CD cord-327716-ehm4fgos 144 30 ) ) -RRB- cord-327716-ehm4fgos 144 31 . . . cord-327716-ehm4fgos 145 1 However however RB cord-327716-ehm4fgos 145 2 , , , cord-327716-ehm4fgos 145 3 the the DT cord-327716-ehm4fgos 145 4 difference difference NN cord-327716-ehm4fgos 145 5 in in IN cord-327716-ehm4fgos 145 6 WAIC WAIC NNP cord-327716-ehm4fgos 145 7 between between IN cord-327716-ehm4fgos 145 8 both both DT cord-327716-ehm4fgos 145 9 candidate candidate NN cord-327716-ehm4fgos 145 10 models model NNS cord-327716-ehm4fgos 145 11 is be VBZ cord-327716-ehm4fgos 145 12 small small JJ cord-327716-ehm4fgos 145 13 , , , cord-327716-ehm4fgos 145 14 i.e. i.e. FW cord-327716-ehm4fgos 145 15 , , , cord-327716-ehm4fgos 145 16 3.12 3.12 CD cord-327716-ehm4fgos 145 17 . . . cord-327716-ehm4fgos 146 1 Based base VBN cord-327716-ehm4fgos 146 2 on on IN cord-327716-ehm4fgos 146 3 the the DT cord-327716-ehm4fgos 146 4 estimated estimate VBN cord-327716-ehm4fgos 146 5 null null JJ cord-327716-ehm4fgos 146 6 distribution distribution NN cord-327716-ehm4fgos 146 7 of of IN cord-327716-ehm4fgos 146 8 the the DT cord-327716-ehm4fgos 146 9 Δ Δ NNP cord-327716-ehm4fgos 146 10 WAIC WAIC NNP cord-327716-ehm4fgos 146 11 from from IN cord-327716-ehm4fgos 146 12 parametric parametric JJ cord-327716-ehm4fgos 146 13 bootstrap bootstrap NN cord-327716-ehm4fgos 146 14 samples sample NNS cord-327716-ehm4fgos 146 15 , , , cord-327716-ehm4fgos 146 16 the the DT cord-327716-ehm4fgos 146 17 p p NN cord-327716-ehm4fgos 146 18 - - HYPH cord-327716-ehm4fgos 146 19 value value NN cord-327716-ehm4fgos 146 20 for for IN cord-327716-ehm4fgos 146 21 WAIC WAIC NNP cord-327716-ehm4fgos 146 22 3.12 3.12 CD cord-327716-ehm4fgos 146 23 Δ Δ NNP cord-327716-ehm4fgos 146 24 = = SYM cord-327716-ehm4fgos 146 25 is be VBZ cord-327716-ehm4fgos 146 26 c. c. NNP cord-327716-ehm4fgos 146 27 0.06 0.06 CD cord-327716-ehm4fgos 146 28 , , , cord-327716-ehm4fgos 146 29 slightly slightly RB cord-327716-ehm4fgos 146 30 larger large JJR cord-327716-ehm4fgos 146 31 than than IN cord-327716-ehm4fgos 146 32 the the DT cord-327716-ehm4fgos 146 33 5 5 CD cord-327716-ehm4fgos 146 34 % % NN cord-327716-ehm4fgos 146 35 . . . cord-327716-ehm4fgos 147 1 CC CC NNP cord-327716-ehm4fgos 147 2 - - HYPH cord-327716-ehm4fgos 147 3 BY BY NNP cord-327716-ehm4fgos 147 4 - - HYPH cord-327716-ehm4fgos 147 5 NC NC NNP cord-327716-ehm4fgos 147 6 - - HYPH cord-327716-ehm4fgos 147 7 ND ND NNP cord-327716-ehm4fgos 147 8 4.0 4.0 CD cord-327716-ehm4fgos 147 9 International international JJ cord-327716-ehm4fgos 147 10 license license NN cord-327716-ehm4fgos 147 11 It -PRON- PRP cord-327716-ehm4fgos 147 12 is be VBZ cord-327716-ehm4fgos 147 13 made make VBN cord-327716-ehm4fgos 147 14 available available JJ cord-327716-ehm4fgos 147 15 under under IN cord-327716-ehm4fgos 147 16 a a DT cord-327716-ehm4fgos 147 17 author author NN cord-327716-ehm4fgos 147 18 / / SYM cord-327716-ehm4fgos 147 19 funder funder NN cord-327716-ehm4fgos 147 20 , , , cord-327716-ehm4fgos 147 21 who who WP cord-327716-ehm4fgos 147 22 has have VBZ cord-327716-ehm4fgos 147 23 granted grant VBN cord-327716-ehm4fgos 147 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 147 25 a a DT cord-327716-ehm4fgos 147 26 license license NN cord-327716-ehm4fgos 147 27 to to TO cord-327716-ehm4fgos 147 28 display display VB cord-327716-ehm4fgos 147 29 the the DT cord-327716-ehm4fgos 147 30 preprint preprint NN cord-327716-ehm4fgos 147 31 in in IN cord-327716-ehm4fgos 147 32 perpetuity perpetuity NN cord-327716-ehm4fgos 147 33 . . . cord-327716-ehm4fgos 148 1 is be VBZ cord-327716-ehm4fgos 148 2 the the DT cord-327716-ehm4fgos 148 3 ( ( -LRB- cord-327716-ehm4fgos 148 4 which which WDT cord-327716-ehm4fgos 148 5 was be VBD cord-327716-ehm4fgos 148 6 not not RB cord-327716-ehm4fgos 148 7 peer peer NN cord-327716-ehm4fgos 148 8 - - HYPH cord-327716-ehm4fgos 148 9 reviewed review VBN cord-327716-ehm4fgos 148 10 ) ) -RRB- cord-327716-ehm4fgos 149 1 The the DT cord-327716-ehm4fgos 149 2 copyright copyright NN cord-327716-ehm4fgos 149 3 holder holder NN cord-327716-ehm4fgos 149 4 for for IN cord-327716-ehm4fgos 149 5 this this DT cord-327716-ehm4fgos 149 6 preprint preprint NN cord-327716-ehm4fgos 149 7 . . . cord-327716-ehm4fgos 150 1 https://doi.org/10.1101/2020.02.15.20023440 https://doi.org/10.1101/2020.02.15.20023440 NNP cord-327716-ehm4fgos 150 2 doi doi NN cord-327716-ehm4fgos 150 3 : : : cord-327716-ehm4fgos 150 4 medRxiv medRxiv NNS cord-327716-ehm4fgos 150 5 preprint preprint NN cord-327716-ehm4fgos 150 6 significance significance NN cord-327716-ehm4fgos 150 7 level level NN cord-327716-ehm4fgos 150 8 . . . cord-327716-ehm4fgos 151 1 Technically technically RB cord-327716-ehm4fgos 151 2 , , , cord-327716-ehm4fgos 151 3 the the DT cord-327716-ehm4fgos 151 4 SEAIR SEAIR NNP cord-327716-ehm4fgos 151 5 model model NN cord-327716-ehm4fgos 151 6 is be VBZ cord-327716-ehm4fgos 151 7 not not RB cord-327716-ehm4fgos 151 8 statistically statistically RB cord-327716-ehm4fgos 151 9 significant significant JJ cord-327716-ehm4fgos 151 10 at at IN cord-327716-ehm4fgos 151 11 the the DT cord-327716-ehm4fgos 151 12 5 5 CD cord-327716-ehm4fgos 151 13 % % NN cord-327716-ehm4fgos 151 14 level level NN cord-327716-ehm4fgos 151 15 ; ; : cord-327716-ehm4fgos 151 16 however however RB cord-327716-ehm4fgos 151 17 , , , cord-327716-ehm4fgos 151 18 due due IN cord-327716-ehm4fgos 151 19 to to IN cord-327716-ehm4fgos 151 20 the the DT cord-327716-ehm4fgos 151 21 relatively relatively RB cord-327716-ehm4fgos 151 22 small small JJ cord-327716-ehm4fgos 151 23 sample sample NN cord-327716-ehm4fgos 151 24 size size NN cord-327716-ehm4fgos 151 25 of of IN cord-327716-ehm4fgos 151 26 the the DT cord-327716-ehm4fgos 151 27 infection infection NN cord-327716-ehm4fgos 151 28 data datum NNS cord-327716-ehm4fgos 151 29 with with IN cord-327716-ehm4fgos 151 30 respect respect NN cord-327716-ehm4fgos 151 31 to to IN cord-327716-ehm4fgos 151 32 the the DT cord-327716-ehm4fgos 151 33 number number NN cord-327716-ehm4fgos 151 34 of of IN cord-327716-ehm4fgos 151 35 residents resident NNS cord-327716-ehm4fgos 151 36 in in IN cord-327716-ehm4fgos 151 37 Wuhan Wuhan NNP cord-327716-ehm4fgos 151 38 , , , cord-327716-ehm4fgos 151 39 it -PRON- PRP cord-327716-ehm4fgos 151 40 is be VBZ cord-327716-ehm4fgos 151 41 inconclusive inconclusive JJ cord-327716-ehm4fgos 151 42 whether whether IN cord-327716-ehm4fgos 151 43 the the DT cord-327716-ehm4fgos 151 44 disease disease NN cord-327716-ehm4fgos 151 45 dynamics dynamic NNS cord-327716-ehm4fgos 151 46 show show VBP cord-327716-ehm4fgos 151 47 evidence evidence NN cord-327716-ehm4fgos 151 48 for for IN cord-327716-ehm4fgos 151 49 the the DT cord-327716-ehm4fgos 151 50 SEAIR SEAIR NNP cord-327716-ehm4fgos 151 51 model model NN cord-327716-ehm4fgos 151 52 . . . cord-327716-ehm4fgos 152 1 In in IN cord-327716-ehm4fgos 152 2 the the DT cord-327716-ehm4fgos 152 3 following following NN cord-327716-ehm4fgos 152 4 , , , cord-327716-ehm4fgos 152 5 parameter parameter NN cord-327716-ehm4fgos 152 6 estimates estimate NNS cord-327716-ehm4fgos 152 7 from from IN cord-327716-ehm4fgos 152 8 both both CC cord-327716-ehm4fgos 152 9 the the DT cord-327716-ehm4fgos 152 10 SEIR SEIR NNP cord-327716-ehm4fgos 152 11 and and CC cord-327716-ehm4fgos 152 12 SEAIR SEAIR NNP cord-327716-ehm4fgos 152 13 models model NNS cord-327716-ehm4fgos 152 14 are be VBP cord-327716-ehm4fgos 152 15 presented present VBN cord-327716-ehm4fgos 152 16 . . . cord-327716-ehm4fgos 153 1 The the DT cord-327716-ehm4fgos 153 2 SEIR SEIR NNP cord-327716-ehm4fgos 153 3 model model NN cord-327716-ehm4fgos 153 4 produced produce VBD cord-327716-ehm4fgos 153 5 an an DT cord-327716-ehm4fgos 153 6 R r NN cord-327716-ehm4fgos 153 7 0 0 CD cord-327716-ehm4fgos 153 8 with with IN cord-327716-ehm4fgos 153 9 a a DT cord-327716-ehm4fgos 153 10 mean mean NN cord-327716-ehm4fgos 153 11 of of IN cord-327716-ehm4fgos 153 12 2.12 2.12 CD cord-327716-ehm4fgos 153 13 and and CC cord-327716-ehm4fgos 153 14 a a DT cord-327716-ehm4fgos 153 15 95 95 CD cord-327716-ehm4fgos 153 16 % % NN cord-327716-ehm4fgos 153 17 credible credible JJ cord-327716-ehm4fgos 153 18 interval interval NN cord-327716-ehm4fgos 153 19 author author NN cord-327716-ehm4fgos 153 20 / / SYM cord-327716-ehm4fgos 153 21 funder funder NN cord-327716-ehm4fgos 153 22 , , , cord-327716-ehm4fgos 153 23 who who WP cord-327716-ehm4fgos 153 24 has have VBZ cord-327716-ehm4fgos 153 25 granted grant VBN cord-327716-ehm4fgos 153 26 medRxiv medRxiv NNS cord-327716-ehm4fgos 153 27 a a DT cord-327716-ehm4fgos 153 28 license license NN cord-327716-ehm4fgos 153 29 to to TO cord-327716-ehm4fgos 153 30 display display VB cord-327716-ehm4fgos 153 31 the the DT cord-327716-ehm4fgos 153 32 preprint preprint NN cord-327716-ehm4fgos 153 33 in in IN cord-327716-ehm4fgos 153 34 perpetuity perpetuity NN cord-327716-ehm4fgos 153 35 . . . cord-327716-ehm4fgos 154 1 is be VBZ cord-327716-ehm4fgos 154 2 the the DT cord-327716-ehm4fgos 154 3 ( ( -LRB- cord-327716-ehm4fgos 154 4 which which WDT cord-327716-ehm4fgos 154 5 was be VBD cord-327716-ehm4fgos 154 6 not not RB cord-327716-ehm4fgos 154 7 peer peer NN cord-327716-ehm4fgos 154 8 - - HYPH cord-327716-ehm4fgos 154 9 reviewed review VBN cord-327716-ehm4fgos 154 10 ) ) -RRB- cord-327716-ehm4fgos 155 1 The the DT cord-327716-ehm4fgos 155 2 copyright copyright NN cord-327716-ehm4fgos 155 3 holder holder NN cord-327716-ehm4fgos 155 4 for for IN cord-327716-ehm4fgos 155 5 this this DT cord-327716-ehm4fgos 155 6 preprint preprint NN cord-327716-ehm4fgos 155 7 . . . cord-327716-ehm4fgos 156 1 estimated estimate VBN cord-327716-ehm4fgos 156 2 to to TO cord-327716-ehm4fgos 156 3 be be VB cord-327716-ehm4fgos 156 4 on on IN cord-327716-ehm4fgos 156 5 average average JJ cord-327716-ehm4fgos 156 6 37,115 37,115 CD cord-327716-ehm4fgos 156 7 individuals individual NNS cord-327716-ehm4fgos 156 8 with with IN cord-327716-ehm4fgos 156 9 a a DT cord-327716-ehm4fgos 156 10 95 95 CD cord-327716-ehm4fgos 156 11 % % NN cord-327716-ehm4fgos 156 12 credible credible JJ cord-327716-ehm4fgos 156 13 interval interval NN cord-327716-ehm4fgos 156 14 of of IN cord-327716-ehm4fgos 156 15 [ [ -LRB- cord-327716-ehm4fgos 156 16 31354 31354 CD cord-327716-ehm4fgos 156 17 , , , cord-327716-ehm4fgos 156 18 43099 43099 CD cord-327716-ehm4fgos 156 19 ] ] -RRB- cord-327716-ehm4fgos 156 20 individuals individual NNS cord-327716-ehm4fgos 156 21 . . . cord-327716-ehm4fgos 157 1 The the DT cord-327716-ehm4fgos 157 2 cumulative cumulative JJ cord-327716-ehm4fgos 157 3 number number NN cord-327716-ehm4fgos 157 4 of of IN cord-327716-ehm4fgos 157 5 infected infected JJ cord-327716-ehm4fgos 157 6 individuals individual NNS cord-327716-ehm4fgos 157 7 in in IN cord-327716-ehm4fgos 157 8 Wuhan Wuhan NNP cord-327716-ehm4fgos 157 9 on on IN cord-327716-ehm4fgos 157 10 Feb. February NNP cord-327716-ehm4fgos 157 11 7 7 CD cord-327716-ehm4fgos 157 12 , , , cord-327716-ehm4fgos 157 13 2020 2020 CD cord-327716-ehm4fgos 157 14 is be VBZ cord-327716-ehm4fgos 157 15 estimated estimate VBN cord-327716-ehm4fgos 157 16 at at IN cord-327716-ehm4fgos 157 17 80,084 80,084 CD cord-327716-ehm4fgos 157 18 on on IN cord-327716-ehm4fgos 157 19 average average JJ cord-327716-ehm4fgos 157 20 with with IN cord-327716-ehm4fgos 157 21 a a DT cord-327716-ehm4fgos 157 22 95 95 CD cord-327716-ehm4fgos 157 23 % % NN cord-327716-ehm4fgos 157 24 credible credible JJ cord-327716-ehm4fgos 157 25 interval interval NN cord-327716-ehm4fgos 157 26 of of IN cord-327716-ehm4fgos 157 27 [ [ -LRB- cord-327716-ehm4fgos 157 28 63060 63060 CD cord-327716-ehm4fgos 157 29 , , , cord-327716-ehm4fgos 157 30 98567 98567 CD cord-327716-ehm4fgos 157 31 ] ] -RRB- cord-327716-ehm4fgos 157 32 individuals individual NNS cord-327716-ehm4fgos 157 33 . . . cord-327716-ehm4fgos 158 1 Due due IN cord-327716-ehm4fgos 158 2 to to IN cord-327716-ehm4fgos 158 3 the the DT cord-327716-ehm4fgos 158 4 elevated elevated JJ cord-327716-ehm4fgos 158 5 population population NN cord-327716-ehm4fgos 158 6 outflow outflow NN cord-327716-ehm4fgos 158 7 since since IN cord-327716-ehm4fgos 158 8 Jan. January NNP cord-327716-ehm4fgos 158 9 1 1 CD cord-327716-ehm4fgos 158 10 , , , cord-327716-ehm4fgos 158 11 2020 2020 CD cord-327716-ehm4fgos 158 12 , , , cord-327716-ehm4fgos 158 13 the the DT cord-327716-ehm4fgos 158 14 number number NN cord-327716-ehm4fgos 158 15 of of IN cord-327716-ehm4fgos 158 16 cumulative cumulative JJ cord-327716-ehm4fgos 158 17 infected infected JJ cord-327716-ehm4fgos 158 18 individuals individual NNS cord-327716-ehm4fgos 158 19 in in IN cord-327716-ehm4fgos 158 20 Wuhan Wuhan NNP cord-327716-ehm4fgos 158 21 is be VBZ cord-327716-ehm4fgos 158 22 approximately approximately RB cord-327716-ehm4fgos 158 23 linear linear JJ cord-327716-ehm4fgos 158 24 between between IN cord-327716-ehm4fgos 158 25 day day NN cord-327716-ehm4fgos 158 26 31 31 CD cord-327716-ehm4fgos 158 27 and and CC cord-327716-ehm4fgos 158 28 day day NN cord-327716-ehm4fgos 158 29 51 51 CD cord-327716-ehm4fgos 158 30 , , , cord-327716-ehm4fgos 158 31 then then RB cord-327716-ehm4fgos 158 32 appears appear VBZ cord-327716-ehm4fgos 158 33 to to TO cord-327716-ehm4fgos 158 34 stabilize stabilize VB cord-327716-ehm4fgos 158 35 afterwards afterwards RB cord-327716-ehm4fgos 158 36 , , , cord-327716-ehm4fgos 158 37 and and CC cord-327716-ehm4fgos 158 38 then then RB cord-327716-ehm4fgos 158 39 increases increase VBZ cord-327716-ehm4fgos 158 40 exponentially exponentially RB cord-327716-ehm4fgos 158 41 after after IN cord-327716-ehm4fgos 158 42 the the DT cord-327716-ehm4fgos 158 43 date date NN cord-327716-ehm4fgos 158 44 Wuhan Wuhan NNP cord-327716-ehm4fgos 158 45 was be VBD cord-327716-ehm4fgos 158 46 quarantined quarantine VBN cord-327716-ehm4fgos 158 47 ( ( -LRB- cord-327716-ehm4fgos 158 48 Figure figure NN cord-327716-ehm4fgos 158 49 9 9 CD cord-327716-ehm4fgos 158 50 ) ) -RRB- cord-327716-ehm4fgos 158 51 . . . cord-327716-ehm4fgos 159 1 The the DT cord-327716-ehm4fgos 159 2 predicted predict VBN cord-327716-ehm4fgos 159 3 pattern pattern NN cord-327716-ehm4fgos 159 4 closely closely RB cord-327716-ehm4fgos 159 5 resembles resemble VBZ cord-327716-ehm4fgos 159 6 the the DT cord-327716-ehm4fgos 159 7 trend trend NN cord-327716-ehm4fgos 159 8 of of IN cord-327716-ehm4fgos 159 9 the the DT cord-327716-ehm4fgos 159 10 cumulative cumulative JJ cord-327716-ehm4fgos 159 11 number number NN cord-327716-ehm4fgos 159 12 of of IN cord-327716-ehm4fgos 159 13 officially officially RB cord-327716-ehm4fgos 159 14 confirmed confirm VBN cord-327716-ehm4fgos 159 15 cases case NNS cord-327716-ehm4fgos 159 16 in in IN cord-327716-ehm4fgos 159 17 Wuhan Wuhan NNP cord-327716-ehm4fgos 159 18 with with IN cord-327716-ehm4fgos 159 19 a a DT cord-327716-ehm4fgos 159 20 time time NN cord-327716-ehm4fgos 159 21 lag lag NN cord-327716-ehm4fgos 159 22 of of IN cord-327716-ehm4fgos 159 23 approximately approximately RB cord-327716-ehm4fgos 159 24 3 3 CD cord-327716-ehm4fgos 159 25 days day NNS cord-327716-ehm4fgos 159 26 ( ( -LRB- cord-327716-ehm4fgos 159 27 Figure figure NN cord-327716-ehm4fgos 159 28 1 1 CD cord-327716-ehm4fgos 159 29 ) ) -RRB- cord-327716-ehm4fgos 159 30 . . . cord-327716-ehm4fgos 160 1 Assuming assume VBG cord-327716-ehm4fgos 160 2 a a DT cord-327716-ehm4fgos 160 3 constant constant JJ cord-327716-ehm4fgos 160 4 time time NN cord-327716-ehm4fgos 160 5 lag lag NN cord-327716-ehm4fgos 160 6 of of IN cord-327716-ehm4fgos 160 7 3 3 CD cord-327716-ehm4fgos 160 8 days day NNS cord-327716-ehm4fgos 160 9 , , , cord-327716-ehm4fgos 160 10 the the DT cord-327716-ehm4fgos 160 11 confirmation confirmation NN cord-327716-ehm4fgos 160 12 rate rate NN cord-327716-ehm4fgos 160 13 of of IN cord-327716-ehm4fgos 160 14 this this DT cord-327716-ehm4fgos 160 15 disease disease NN cord-327716-ehm4fgos 160 16 has have VBZ cord-327716-ehm4fgos 160 17 been be VBN cord-327716-ehm4fgos 160 18 low low JJ cord-327716-ehm4fgos 160 19 , , , cord-327716-ehm4fgos 160 20 i.e. i.e. FW cord-327716-ehm4fgos 160 21 , , , cord-327716-ehm4fgos 160 22 less less JJR cord-327716-ehm4fgos 160 23 than than IN cord-327716-ehm4fgos 160 24 10 10 CD cord-327716-ehm4fgos 160 25 % % NN cord-327716-ehm4fgos 160 26 , , , cord-327716-ehm4fgos 160 27 in in IN cord-327716-ehm4fgos 160 28 January January NNP cord-327716-ehm4fgos 160 29 2019 2019 CD cord-327716-ehm4fgos 160 30 but but CC cord-327716-ehm4fgos 160 31 has have VBZ cord-327716-ehm4fgos 160 32 steadily steadily RB cord-327716-ehm4fgos 160 33 increased increase VBN cord-327716-ehm4fgos 160 34 ever ever RB cord-327716-ehm4fgos 160 35 since since IN cord-327716-ehm4fgos 160 36 ( ( -LRB- cord-327716-ehm4fgos 160 37 Figure figure NN cord-327716-ehm4fgos 160 38 10 10 CD cord-327716-ehm4fgos 160 39 ) ) -RRB- cord-327716-ehm4fgos 160 40 . . . cord-327716-ehm4fgos 161 1 On on IN cord-327716-ehm4fgos 161 2 Feb. February NNP cord-327716-ehm4fgos 161 3 10 10 CD cord-327716-ehm4fgos 161 4 , , , cord-327716-ehm4fgos 161 5 2020 2020 CD cord-327716-ehm4fgos 161 6 , , , cord-327716-ehm4fgos 161 7 the the DT cord-327716-ehm4fgos 161 8 overall overall JJ cord-327716-ehm4fgos 161 9 case case NN cord-327716-ehm4fgos 161 10 confirmation confirmation NN cord-327716-ehm4fgos 161 11 rate rate NN cord-327716-ehm4fgos 161 12 is be VBZ cord-327716-ehm4fgos 161 13 estimated estimate VBN cord-327716-ehm4fgos 161 14 at at IN cord-327716-ehm4fgos 161 15 23.37 23.37 CD cord-327716-ehm4fgos 161 16 % % NN cord-327716-ehm4fgos 161 17 on on IN cord-327716-ehm4fgos 161 18 average average JJ cord-327716-ehm4fgos 161 19 with with IN cord-327716-ehm4fgos 161 20 a a DT cord-327716-ehm4fgos 161 21 95 95 CD cord-327716-ehm4fgos 161 22 % % NN cord-327716-ehm4fgos 161 23 credible credible JJ cord-327716-ehm4fgos 161 24 interval interval NN cord-327716-ehm4fgos 161 25 of of IN cord-327716-ehm4fgos 161 26 [ [ -LRB- cord-327716-ehm4fgos 161 27 18.72 18.72 CD cord-327716-ehm4fgos 161 28 % % NN cord-327716-ehm4fgos 161 29 , , , cord-327716-ehm4fgos 161 30 29.26 29.26 CD cord-327716-ehm4fgos 161 31 % % NN cord-327716-ehm4fgos 161 32 ] ] -RRB- cord-327716-ehm4fgos 161 33 . . . cord-327716-ehm4fgos 162 1 The the DT cord-327716-ehm4fgos 162 2 time time NN cord-327716-ehm4fgos 162 3 lag lag VBP cord-327716-ehm4fgos 162 4 between between IN cord-327716-ehm4fgos 162 5 the the DT cord-327716-ehm4fgos 162 6 onset onset NN cord-327716-ehm4fgos 162 7 of of IN cord-327716-ehm4fgos 162 8 symptoms symptom NNS cord-327716-ehm4fgos 162 9 and and CC cord-327716-ehm4fgos 162 10 official official JJ cord-327716-ehm4fgos 162 11 confirmation confirmation NN cord-327716-ehm4fgos 162 12 of of IN cord-327716-ehm4fgos 162 13 the the DT cord-327716-ehm4fgos 162 14 case case NN cord-327716-ehm4fgos 162 15 probably probably RB cord-327716-ehm4fgos 162 16 have have VBP cord-327716-ehm4fgos 162 17 decreased decrease VBN cord-327716-ehm4fgos 162 18 with with IN cord-327716-ehm4fgos 162 19 time time NN cord-327716-ehm4fgos 162 20 due due JJ cord-327716-ehm4fgos 162 21 to to IN cord-327716-ehm4fgos 162 22 people people NNS cord-327716-ehm4fgos 162 23 's 's POS cord-327716-ehm4fgos 162 24 increased increase VBN cord-327716-ehm4fgos 162 25 awareness awareness NN cord-327716-ehm4fgos 162 26 of of IN cord-327716-ehm4fgos 162 27 this this DT cord-327716-ehm4fgos 162 28 disease disease NN cord-327716-ehm4fgos 162 29 and and CC cord-327716-ehm4fgos 162 30 also also RB cord-327716-ehm4fgos 162 31 the the DT cord-327716-ehm4fgos 162 32 reduced reduce VBN cord-327716-ehm4fgos 162 33 procedural procedural JJ cord-327716-ehm4fgos 162 34 burden burden NN cord-327716-ehm4fgos 162 35 to to TO cord-327716-ehm4fgos 162 36 confirm confirm VB cord-327716-ehm4fgos 162 37 a a DT cord-327716-ehm4fgos 162 38 case case NN cord-327716-ehm4fgos 162 39 with with IN cord-327716-ehm4fgos 162 40 newer new JJR cord-327716-ehm4fgos 162 41 versions version NNS cord-327716-ehm4fgos 162 42 of of IN cord-327716-ehm4fgos 162 43 the the DT cord-327716-ehm4fgos 162 44 case case NN cord-327716-ehm4fgos 162 45 definition definition NN cord-327716-ehm4fgos 162 46 from from IN cord-327716-ehm4fgos 162 47 the the DT cord-327716-ehm4fgos 162 48 Chinese chinese JJ cord-327716-ehm4fgos 162 49 CDC CDC NNP cord-327716-ehm4fgos 162 50 . . . cord-327716-ehm4fgos 163 1 To to TO cord-327716-ehm4fgos 163 2 evaluate evaluate VB cord-327716-ehm4fgos 163 3 other other JJ cord-327716-ehm4fgos 163 4 time time NN cord-327716-ehm4fgos 163 5 lags lag VBZ cord-327716-ehm4fgos 163 6 , , , cord-327716-ehm4fgos 163 7 the the DT cord-327716-ehm4fgos 163 8 estimated estimate VBN cord-327716-ehm4fgos 163 9 case case NN cord-327716-ehm4fgos 163 10 confirmation confirmation NN cord-327716-ehm4fgos 163 11 rate rate NN cord-327716-ehm4fgos 163 12 was be VBD cord-327716-ehm4fgos 163 13 calculated calculate VBN cord-327716-ehm4fgos 163 14 with with IN cord-327716-ehm4fgos 163 15 lags lag NNS cord-327716-ehm4fgos 163 16 between between IN cord-327716-ehm4fgos 163 17 1 1 CD cord-327716-ehm4fgos 163 18 and and CC cord-327716-ehm4fgos 163 19 5 5 CD cord-327716-ehm4fgos 163 20 days day NNS cord-327716-ehm4fgos 163 21 . . . cord-327716-ehm4fgos 164 1 These these DT cord-327716-ehm4fgos 164 2 time time NN cord-327716-ehm4fgos 164 3 lags lag VBZ cord-327716-ehm4fgos 164 4 produced produce VBD cord-327716-ehm4fgos 164 5 similar similar JJ cord-327716-ehm4fgos 164 6 results result NNS cord-327716-ehm4fgos 164 7 on on IN cord-327716-ehm4fgos 164 8 the the DT cord-327716-ehm4fgos 164 9 case case NN cord-327716-ehm4fgos 164 10 confirmation confirmation NN cord-327716-ehm4fgos 164 11 rate rate NN cord-327716-ehm4fgos 164 12 on on IN cord-327716-ehm4fgos 164 13 Feb. February NNP cord-327716-ehm4fgos 164 14 10 10 CD cord-327716-ehm4fgos 164 15 , , , cord-327716-ehm4fgos 164 16 2020 2020 CD cord-327716-ehm4fgos 164 17 ( ( -LRB- cord-327716-ehm4fgos 164 18 Table table NN cord-327716-ehm4fgos 164 19 2 2 CD cord-327716-ehm4fgos 164 20 ) ) -RRB- cord-327716-ehm4fgos 164 21 . . . cord-327716-ehm4fgos 165 1 At at IN cord-327716-ehm4fgos 165 2 this this DT cord-327716-ehm4fgos 165 3 stage stage NN cord-327716-ehm4fgos 165 4 , , , cord-327716-ehm4fgos 165 5 our -PRON- PRP$ cord-327716-ehm4fgos 165 6 understanding understanding NN cord-327716-ehm4fgos 165 7 of of IN cord-327716-ehm4fgos 165 8 the the DT cord-327716-ehm4fgos 165 9 dynamics dynamic NNS cord-327716-ehm4fgos 165 10 of of IN cord-327716-ehm4fgos 165 11 COVD-19 COVD-19 NNP cord-327716-ehm4fgos 165 12 is be VBZ cord-327716-ehm4fgos 165 13 still still RB cord-327716-ehm4fgos 165 14 limited limit VBN cord-327716-ehm4fgos 165 15 due due IN cord-327716-ehm4fgos 165 16 to to IN cord-327716-ehm4fgos 165 17 the the DT cord-327716-ehm4fgos 165 18 relatively relatively RB cord-327716-ehm4fgos 165 19 low low JJ cord-327716-ehm4fgos 165 20 case case NN cord-327716-ehm4fgos 165 21 confirmation confirmation NN cord-327716-ehm4fgos 165 22 , , , cord-327716-ehm4fgos 165 23 a a DT cord-327716-ehm4fgos 165 24 lack lack NN cord-327716-ehm4fgos 165 25 of of IN cord-327716-ehm4fgos 165 26 comprehensive comprehensive JJ cord-327716-ehm4fgos 165 27 monitoring monitoring NN cord-327716-ehm4fgos 165 28 programs program NNS cord-327716-ehm4fgos 165 29 . . . cord-327716-ehm4fgos 166 1 CC CC NNP cord-327716-ehm4fgos 166 2 - - HYPH cord-327716-ehm4fgos 166 3 BY BY NNP cord-327716-ehm4fgos 166 4 - - HYPH cord-327716-ehm4fgos 166 5 NC NC NNP cord-327716-ehm4fgos 166 6 - - HYPH cord-327716-ehm4fgos 166 7 ND ND NNP cord-327716-ehm4fgos 166 8 4.0 4.0 CD cord-327716-ehm4fgos 166 9 International international JJ cord-327716-ehm4fgos 166 10 license license NN cord-327716-ehm4fgos 167 1 It -PRON- PRP cord-327716-ehm4fgos 167 2 is be VBZ cord-327716-ehm4fgos 167 3 made make VBN cord-327716-ehm4fgos 167 4 available available JJ cord-327716-ehm4fgos 167 5 under under IN cord-327716-ehm4fgos 167 6 a a DT cord-327716-ehm4fgos 167 7 author author NN cord-327716-ehm4fgos 167 8 / / SYM cord-327716-ehm4fgos 167 9 funder funder NN cord-327716-ehm4fgos 167 10 , , , cord-327716-ehm4fgos 167 11 who who WP cord-327716-ehm4fgos 167 12 has have VBZ cord-327716-ehm4fgos 167 13 granted grant VBN cord-327716-ehm4fgos 167 14 medRxiv medRxiv NNS cord-327716-ehm4fgos 167 15 a a DT cord-327716-ehm4fgos 167 16 license license NN cord-327716-ehm4fgos 167 17 to to TO cord-327716-ehm4fgos 167 18 display display VB cord-327716-ehm4fgos 167 19 the the DT cord-327716-ehm4fgos 167 20 preprint preprint NN cord-327716-ehm4fgos 167 21 in in IN cord-327716-ehm4fgos 167 22 perpetuity perpetuity NN cord-327716-ehm4fgos 167 23 . . . cord-327716-ehm4fgos 168 1 is be VBZ cord-327716-ehm4fgos 168 2 the the DT cord-327716-ehm4fgos 168 3 ( ( -LRB- cord-327716-ehm4fgos 168 4 which which WDT cord-327716-ehm4fgos 168 5 was be VBD cord-327716-ehm4fgos 168 6 not not RB cord-327716-ehm4fgos 168 7 peer peer NN cord-327716-ehm4fgos 168 8 - - HYPH cord-327716-ehm4fgos 168 9 reviewed review VBN cord-327716-ehm4fgos 168 10 ) ) -RRB- cord-327716-ehm4fgos 169 1 The the DT cord-327716-ehm4fgos 169 2 copyright copyright NN cord-327716-ehm4fgos 169 3 holder holder NN cord-327716-ehm4fgos 169 4 for for IN cord-327716-ehm4fgos 169 5 this this DT cord-327716-ehm4fgos 169 6 preprint preprint NN cord-327716-ehm4fgos 169 7 . . . cord-327716-ehm4fgos 170 1 and and CC cord-327716-ehm4fgos 170 2 other other JJ cord-327716-ehm4fgos 170 3 limitations limitation NNS cord-327716-ehm4fgos 170 4 . . . cord-327716-ehm4fgos 171 1 It -PRON- PRP cord-327716-ehm4fgos 171 2 is be VBZ cord-327716-ehm4fgos 171 3 thus thus RB cord-327716-ehm4fgos 171 4 important important JJ cord-327716-ehm4fgos 171 5 to to TO cord-327716-ehm4fgos 171 6 consider consider VB cord-327716-ehm4fgos 171 7 alternative alternative JJ cord-327716-ehm4fgos 171 8 information information NN cord-327716-ehm4fgos 171 9 to to TO cord-327716-ehm4fgos 171 10 update update VB cord-327716-ehm4fgos 171 11 our -PRON- PRP$ cord-327716-ehm4fgos 171 12 understanding understanding NN cord-327716-ehm4fgos 171 13 about about IN cord-327716-ehm4fgos 171 14 the the DT cord-327716-ehm4fgos 171 15 outbreak outbreak NN cord-327716-ehm4fgos 171 16 . . . cord-327716-ehm4fgos 172 1 This this DT cord-327716-ehm4fgos 172 2 study study NN cord-327716-ehm4fgos 172 3 integrates integrate VBZ cord-327716-ehm4fgos 172 4 the the DT cord-327716-ehm4fgos 172 5 recent recent JJ cord-327716-ehm4fgos 172 6 infection infection NN cord-327716-ehm4fgos 172 7 data datum NNS cord-327716-ehm4fgos 172 8 on on IN cord-327716-ehm4fgos 172 9 the the DT cord-327716-ehm4fgos 172 10 early early JJ cord-327716-ehm4fgos 172 11 dynamics dynamic NNS cord-327716-ehm4fgos 172 12 of of IN cord-327716-ehm4fgos 172 13 the the DT cord-327716-ehm4fgos 172 14 COVD-19 covd-19 CD cord-327716-ehm4fgos 172 15 outbreak outbreak NN cord-327716-ehm4fgos 172 16 in in IN cord-327716-ehm4fgos 172 17 Wuhan Wuhan NNP cord-327716-ehm4fgos 172 18 , , , cord-327716-ehm4fgos 172 19 China China NNP cord-327716-ehm4fgos 172 20 with with IN cord-327716-ehm4fgos 172 21 updated update VBN cord-327716-ehm4fgos 172 22 real real JJ cord-327716-ehm4fgos 172 23 time time NN cord-327716-ehm4fgos 172 24 domestic domestic JJ cord-327716-ehm4fgos 172 25 traffic traffic NN cord-327716-ehm4fgos 172 26 data datum NNS cord-327716-ehm4fgos 172 27 . . . cord-327716-ehm4fgos 173 1 Little little JJ cord-327716-ehm4fgos 173 2 empirical empirical JJ cord-327716-ehm4fgos 173 3 evidence evidence NN cord-327716-ehm4fgos 173 4 was be VBD cord-327716-ehm4fgos 173 5 found find VBN cord-327716-ehm4fgos 173 6 supporting support VBG cord-327716-ehm4fgos 173 7 the the DT cord-327716-ehm4fgos 173 8 presence presence NN cord-327716-ehm4fgos 173 9 of of IN cord-327716-ehm4fgos 173 10 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 173 11 transmission transmission NN cord-327716-ehm4fgos 173 12 . . . cord-327716-ehm4fgos 174 1 However however RB cord-327716-ehm4fgos 174 2 , , , cord-327716-ehm4fgos 174 3 it -PRON- PRP cord-327716-ehm4fgos 174 4 is be VBZ cord-327716-ehm4fgos 174 5 still still RB cord-327716-ehm4fgos 174 6 too too RB cord-327716-ehm4fgos 174 7 early early JJ cord-327716-ehm4fgos 174 8 to to TO cord-327716-ehm4fgos 174 9 rule rule VB cord-327716-ehm4fgos 174 10 out out RP cord-327716-ehm4fgos 174 11 its -PRON- PRP$ cord-327716-ehm4fgos 174 12 presence presence NN cord-327716-ehm4fgos 174 13 conclusively conclusively RB cord-327716-ehm4fgos 174 14 due due IN cord-327716-ehm4fgos 174 15 to to IN cord-327716-ehm4fgos 174 16 the the DT cord-327716-ehm4fgos 174 17 relatively relatively RB cord-327716-ehm4fgos 174 18 low low JJ cord-327716-ehm4fgos 174 19 sample sample NN cord-327716-ehm4fgos 174 20 size size NN cord-327716-ehm4fgos 174 21 and and CC cord-327716-ehm4fgos 174 22 the the DT cord-327716-ehm4fgos 174 23 validity validity NN cord-327716-ehm4fgos 174 24 of of IN cord-327716-ehm4fgos 174 25 the the DT cord-327716-ehm4fgos 174 26 assumptions assumption NNS cord-327716-ehm4fgos 174 27 used use VBN cord-327716-ehm4fgos 174 28 in in IN cord-327716-ehm4fgos 174 29 this this DT cord-327716-ehm4fgos 174 30 study study NN cord-327716-ehm4fgos 174 31 . . . cord-327716-ehm4fgos 175 1 The the DT cord-327716-ehm4fgos 175 2 updated update VBN cord-327716-ehm4fgos 175 3 basic basic JJ cord-327716-ehm4fgos 175 4 reproductive reproductive JJ cord-327716-ehm4fgos 175 5 number number NN cord-327716-ehm4fgos 175 6 was be VBD cord-327716-ehm4fgos 175 7 found find VBN cord-327716-ehm4fgos 175 8 to to TO cord-327716-ehm4fgos 175 9 be be VB cord-327716-ehm4fgos 175 10 2.12 2.12 CD cord-327716-ehm4fgos 175 11 on on IN cord-327716-ehm4fgos 175 12 average average JJ cord-327716-ehm4fgos 175 13 , , , cord-327716-ehm4fgos 175 14 which which WDT cord-327716-ehm4fgos 175 15 is be VBZ cord-327716-ehm4fgos 175 16 significantly significantly RB cord-327716-ehm4fgos 175 17 smaller small JJR cord-327716-ehm4fgos 175 18 than than IN cord-327716-ehm4fgos 175 19 previous previous JJ cord-327716-ehm4fgos 175 20 estimates estimate NNS cord-327716-ehm4fgos 175 21 ( ( -LRB- cord-327716-ehm4fgos 175 22 Read read VB cord-327716-ehm4fgos 175 23 et et FW cord-327716-ehm4fgos 175 24 al al NNP cord-327716-ehm4fgos 175 25 . . NNP cord-327716-ehm4fgos 175 26 , , , cord-327716-ehm4fgos 175 27 2020 2020 CD cord-327716-ehm4fgos 175 28 ; ; : cord-327716-ehm4fgos 175 29 Wu Wu NNP cord-327716-ehm4fgos 175 30 et et NNP cord-327716-ehm4fgos 175 31 al al NNP cord-327716-ehm4fgos 175 32 . . . cord-327716-ehm4fgos 176 1 , , , cord-327716-ehm4fgos 176 2 2020 2020 CD cord-327716-ehm4fgos 176 3 ; ; : cord-327716-ehm4fgos 176 4 Zhao Zhao NNP cord-327716-ehm4fgos 176 5 et et NNP cord-327716-ehm4fgos 176 6 al al NNP cord-327716-ehm4fgos 176 7 . . NNP cord-327716-ehm4fgos 176 8 , , , cord-327716-ehm4fgos 176 9 2020 2020 CD cord-327716-ehm4fgos 176 10 ) ) -RRB- cord-327716-ehm4fgos 176 11 , , , cord-327716-ehm4fgos 176 12 probably probably RB cord-327716-ehm4fgos 176 13 because because IN cord-327716-ehm4fgos 176 14 the the DT cord-327716-ehm4fgos 176 15 new new JJ cord-327716-ehm4fgos 176 16 estimate estimate NN cord-327716-ehm4fgos 176 17 factors factor NNS cord-327716-ehm4fgos 176 18 in in IN cord-327716-ehm4fgos 176 19 the the DT cord-327716-ehm4fgos 176 20 social social JJ cord-327716-ehm4fgos 176 21 and and CC cord-327716-ehm4fgos 176 22 non non JJ cord-327716-ehm4fgos 176 23 - - JJ cord-327716-ehm4fgos 176 24 pharmaceutical pharmaceutical JJ cord-327716-ehm4fgos 176 25 mitigation mitigation NN cord-327716-ehm4fgos 176 26 implemented implement VBN cord-327716-ehm4fgos 176 27 in in IN cord-327716-ehm4fgos 176 28 Wuhan Wuhan NNP cord-327716-ehm4fgos 176 29 through through IN cord-327716-ehm4fgos 176 30 the the DT cord-327716-ehm4fgos 176 31 evacuee evacuee NN cord-327716-ehm4fgos 176 32 dataset dataset NN cord-327716-ehm4fgos 176 33 . . . cord-327716-ehm4fgos 177 1 The the DT cord-327716-ehm4fgos 177 2 real real JJ cord-327716-ehm4fgos 177 3 time time NN cord-327716-ehm4fgos 177 4 traffic traffic NN cord-327716-ehm4fgos 177 5 is be VBZ cord-327716-ehm4fgos 177 6 a a DT cord-327716-ehm4fgos 177 7 crucial crucial JJ cord-327716-ehm4fgos 177 8 piece piece NN cord-327716-ehm4fgos 177 9 of of IN cord-327716-ehm4fgos 177 10 information information NN cord-327716-ehm4fgos 177 11 to to TO cord-327716-ehm4fgos 177 12 understand understand VB cord-327716-ehm4fgos 177 13 the the DT cord-327716-ehm4fgos 177 14 dynamics dynamic NNS cord-327716-ehm4fgos 177 15 and and CC cord-327716-ehm4fgos 177 16 the the DT cord-327716-ehm4fgos 177 17 spread spread NN cord-327716-ehm4fgos 177 18 of of IN cord-327716-ehm4fgos 177 19 the the DT cord-327716-ehm4fgos 177 20 COVD-19 covd-19 CD cord-327716-ehm4fgos 177 21 outbreak outbreak NN cord-327716-ehm4fgos 177 22 in in IN cord-327716-ehm4fgos 177 23 Wuhan Wuhan NNP cord-327716-ehm4fgos 177 24 . . . cord-327716-ehm4fgos 178 1 As as IN cord-327716-ehm4fgos 178 2 a a DT cord-327716-ehm4fgos 178 3 major major JJ cord-327716-ehm4fgos 178 4 traffic traffic NN cord-327716-ehm4fgos 178 5 hub hub NN cord-327716-ehm4fgos 178 6 in in IN cord-327716-ehm4fgos 178 7 central central JJ cord-327716-ehm4fgos 178 8 China China NNP cord-327716-ehm4fgos 178 9 , , , cord-327716-ehm4fgos 178 10 Wuhan Wuhan NNP cord-327716-ehm4fgos 178 11 's 's POS cord-327716-ehm4fgos 178 12 capacity capacity NN cord-327716-ehm4fgos 178 13 to to TO cord-327716-ehm4fgos 178 14 drive drive VB cord-327716-ehm4fgos 178 15 significant significant JJ cord-327716-ehm4fgos 178 16 population population NN cord-327716-ehm4fgos 178 17 flows flow VBZ cord-327716-ehm4fgos 178 18 is be VBZ cord-327716-ehm4fgos 178 19 driving drive VBG cord-327716-ehm4fgos 178 20 the the DT cord-327716-ehm4fgos 178 21 accelerated accelerated JJ cord-327716-ehm4fgos 178 22 spread spread NN cord-327716-ehm4fgos 178 23 of of IN cord-327716-ehm4fgos 178 24 the the DT cord-327716-ehm4fgos 178 25 disease disease NN cord-327716-ehm4fgos 178 26 domestically domestically RB cord-327716-ehm4fgos 178 27 . . . cord-327716-ehm4fgos 179 1 Real real JJ cord-327716-ehm4fgos 179 2 time time NN cord-327716-ehm4fgos 179 3 traffic traffic NN cord-327716-ehm4fgos 179 4 flow flow NN cord-327716-ehm4fgos 179 5 out out IN cord-327716-ehm4fgos 179 6 of of IN cord-327716-ehm4fgos 179 7 Wuhan Wuhan NNP cord-327716-ehm4fgos 179 8 was be VBD cord-327716-ehm4fgos 179 9 found find VBN cord-327716-ehm4fgos 179 10 to to TO cord-327716-ehm4fgos 179 11 differ differ VB cord-327716-ehm4fgos 179 12 significantly significantly RB cord-327716-ehm4fgos 179 13 from from IN cord-327716-ehm4fgos 179 14 its -PRON- PRP$ cord-327716-ehm4fgos 179 15 historical historical JJ cord-327716-ehm4fgos 179 16 patterns pattern NNS cord-327716-ehm4fgos 179 17 . . . cord-327716-ehm4fgos 180 1 From from IN cord-327716-ehm4fgos 180 2 Jan. January NNP cord-327716-ehm4fgos 180 3 1 1 CD cord-327716-ehm4fgos 180 4 , , , cord-327716-ehm4fgos 180 5 2020 2020 CD cord-327716-ehm4fgos 180 6 , , , cord-327716-ehm4fgos 180 7 when when WRB cord-327716-ehm4fgos 180 8 the the DT cord-327716-ehm4fgos 180 9 Huanan Huanan NNP cord-327716-ehm4fgos 180 10 seafood seafood NN cord-327716-ehm4fgos 180 11 market market NN cord-327716-ehm4fgos 180 12 was be VBD cord-327716-ehm4fgos 180 13 disinfected disinfect VBN cord-327716-ehm4fgos 180 14 , , , cord-327716-ehm4fgos 180 15 to to IN cord-327716-ehm4fgos 180 16 Jan. January NNP cord-327716-ehm4fgos 180 17 23 23 CD cord-327716-ehm4fgos 180 18 , , , cord-327716-ehm4fgos 180 19 2020 2020 CD cord-327716-ehm4fgos 180 20 , , , cord-327716-ehm4fgos 180 21 when when WRB cord-327716-ehm4fgos 180 22 the the DT cord-327716-ehm4fgos 180 23 city city NN cord-327716-ehm4fgos 180 24 of of IN cord-327716-ehm4fgos 180 25 Wuhan Wuhan NNP cord-327716-ehm4fgos 180 26 was be VBD cord-327716-ehm4fgos 180 27 quarantined quarantine VBN cord-327716-ehm4fgos 180 28 , , , cord-327716-ehm4fgos 180 29 the the DT cord-327716-ehm4fgos 180 30 net net JJ cord-327716-ehm4fgos 180 31 traffic traffic NN cord-327716-ehm4fgos 180 32 flow flow NN cord-327716-ehm4fgos 180 33 has have VBZ cord-327716-ehm4fgos 180 34 always always RB cord-327716-ehm4fgos 180 35 been be VBN cord-327716-ehm4fgos 180 36 outwards outwards RB cord-327716-ehm4fgos 180 37 . . . cord-327716-ehm4fgos 181 1 During during IN cord-327716-ehm4fgos 181 2 this this DT cord-327716-ehm4fgos 181 3 period period NN cord-327716-ehm4fgos 181 4 , , , cord-327716-ehm4fgos 181 5 the the DT cord-327716-ehm4fgos 181 6 overall overall JJ cord-327716-ehm4fgos 181 7 net net JJ cord-327716-ehm4fgos 181 8 outflow outflow NN cord-327716-ehm4fgos 181 9 is be VBZ cord-327716-ehm4fgos 181 10 estimated estimate VBN cord-327716-ehm4fgos 181 11 to to TO cord-327716-ehm4fgos 181 12 be be VB cord-327716-ehm4fgos 181 13 over over IN cord-327716-ehm4fgos 181 14 9 9 CD cord-327716-ehm4fgos 181 15 million million CD cord-327716-ehm4fgos 181 16 individuals individual NNS cord-327716-ehm4fgos 181 17 . . . cord-327716-ehm4fgos 182 1 On on IN cord-327716-ehm4fgos 182 2 Feb. February NNP cord-327716-ehm4fgos 182 3 11 11 CD cord-327716-ehm4fgos 182 4 , , , cord-327716-ehm4fgos 182 5 2020 2020 CD cord-327716-ehm4fgos 182 6 , , , cord-327716-ehm4fgos 182 7 the the DT cord-327716-ehm4fgos 182 8 disease disease NN cord-327716-ehm4fgos 182 9 has have VBZ cord-327716-ehm4fgos 182 10 already already RB cord-327716-ehm4fgos 182 11 spread spread VBN cord-327716-ehm4fgos 182 12 to to IN cord-327716-ehm4fgos 182 13 all all DT cord-327716-ehm4fgos 182 14 provinces province NNS cord-327716-ehm4fgos 182 15 of of IN cord-327716-ehm4fgos 182 16 China China NNP cord-327716-ehm4fgos 182 17 with with IN cord-327716-ehm4fgos 182 18 44,653 44,653 CD cord-327716-ehm4fgos 182 19 confirmed confirm VBN cord-327716-ehm4fgos 182 20 cases case NNS cord-327716-ehm4fgos 182 21 in in IN cord-327716-ehm4fgos 182 22 China China NNP cord-327716-ehm4fgos 182 23 . . . cord-327716-ehm4fgos 183 1 In in IN cord-327716-ehm4fgos 183 2 early early JJ cord-327716-ehm4fgos 183 3 January January NNP cord-327716-ehm4fgos 183 4 , , , cord-327716-ehm4fgos 183 5 the the DT cord-327716-ehm4fgos 183 6 number number NN cord-327716-ehm4fgos 183 7 of of IN cord-327716-ehm4fgos 183 8 cases case NNS cord-327716-ehm4fgos 183 9 in in IN cord-327716-ehm4fgos 183 10 Wuhan Wuhan NNP cord-327716-ehm4fgos 183 11 is be VBZ cord-327716-ehm4fgos 183 12 only only RB cord-327716-ehm4fgos 183 13 growing grow VBG cord-327716-ehm4fgos 183 14 linearly linearly RB cord-327716-ehm4fgos 183 15 ( ( -LRB- cord-327716-ehm4fgos 183 16 Figure figure NN cord-327716-ehm4fgos 183 17 9 9 CD cord-327716-ehm4fgos 183 18 ) ) -RRB- cord-327716-ehm4fgos 183 19 and and CC cord-327716-ehm4fgos 183 20 even even RB cord-327716-ehm4fgos 183 21 appears appear VBZ cord-327716-ehm4fgos 183 22 to to TO cord-327716-ehm4fgos 183 23 have have VB cord-327716-ehm4fgos 183 24 stabilized stabilize VBN cord-327716-ehm4fgos 183 25 days day NNS cord-327716-ehm4fgos 183 26 before before IN cord-327716-ehm4fgos 183 27 Jan. January NNP cord-327716-ehm4fgos 183 28 23 23 CD cord-327716-ehm4fgos 183 29 , , , cord-327716-ehm4fgos 183 30 due due IN cord-327716-ehm4fgos 183 31 to to IN cord-327716-ehm4fgos 183 32 the the DT cord-327716-ehm4fgos 183 33 accelerated accelerated JJ cord-327716-ehm4fgos 183 34 outflow outflow NN cord-327716-ehm4fgos 183 35 . . . cord-327716-ehm4fgos 184 1 It -PRON- PRP cord-327716-ehm4fgos 184 2 is be VBZ cord-327716-ehm4fgos 184 3 thus thus RB cord-327716-ehm4fgos 184 4 very very RB cord-327716-ehm4fgos 184 5 dangerous dangerous JJ cord-327716-ehm4fgos 184 6 to to TO cord-327716-ehm4fgos 184 7 overinterpret overinterpret VB cord-327716-ehm4fgos 184 8 the the DT cord-327716-ehm4fgos 184 9 temporal temporal JJ cord-327716-ehm4fgos 184 10 pattern pattern NN cord-327716-ehm4fgos 184 11 of of IN cord-327716-ehm4fgos 184 12 the the DT cord-327716-ehm4fgos 184 13 number number NN cord-327716-ehm4fgos 184 14 of of IN cord-327716-ehm4fgos 184 15 cases case NNS cord-327716-ehm4fgos 184 16 without without IN cord-327716-ehm4fgos 184 17 taking take VBG cord-327716-ehm4fgos 184 18 into into IN cord-327716-ehm4fgos 184 19 account account NN cord-327716-ehm4fgos 184 20 real real JJ cord-327716-ehm4fgos 184 21 time time NN cord-327716-ehm4fgos 184 22 traffic traffic NN cord-327716-ehm4fgos 184 23 . . . cord-327716-ehm4fgos 184 24 . . . cord-327716-ehm4fgos 185 1 CC CC NNP cord-327716-ehm4fgos 185 2 - - HYPH cord-327716-ehm4fgos 185 3 BY BY NNP cord-327716-ehm4fgos 185 4 - - HYPH cord-327716-ehm4fgos 185 5 NC NC NNP cord-327716-ehm4fgos 185 6 - - HYPH cord-327716-ehm4fgos 185 7 ND ND NNP cord-327716-ehm4fgos 185 8 4.0 4.0 CD cord-327716-ehm4fgos 185 9 International international JJ cord-327716-ehm4fgos 185 10 license license NN cord-327716-ehm4fgos 186 1 It -PRON- PRP cord-327716-ehm4fgos 186 2 is be VBZ cord-327716-ehm4fgos 186 3 made make VBN cord-327716-ehm4fgos 186 4 available available JJ cord-327716-ehm4fgos 186 5 under under IN cord-327716-ehm4fgos 186 6 a a DT cord-327716-ehm4fgos 186 7 author author NN cord-327716-ehm4fgos 186 8 / / SYM cord-327716-ehm4fgos 186 9 funder funder NN cord-327716-ehm4fgos 186 10 , , , cord-327716-ehm4fgos 186 11 who who WP cord-327716-ehm4fgos 186 12 has have VBZ cord-327716-ehm4fgos 186 13 granted grant VBN cord-327716-ehm4fgos 186 14 medRxiv medRxiv NNS cord-327716-ehm4fgos 186 15 a a DT cord-327716-ehm4fgos 186 16 license license NN cord-327716-ehm4fgos 186 17 to to TO cord-327716-ehm4fgos 186 18 display display VB cord-327716-ehm4fgos 186 19 the the DT cord-327716-ehm4fgos 186 20 preprint preprint NN cord-327716-ehm4fgos 186 21 in in IN cord-327716-ehm4fgos 186 22 perpetuity perpetuity NN cord-327716-ehm4fgos 186 23 . . . cord-327716-ehm4fgos 187 1 is be VBZ cord-327716-ehm4fgos 187 2 the the DT cord-327716-ehm4fgos 187 3 ( ( -LRB- cord-327716-ehm4fgos 187 4 which which WDT cord-327716-ehm4fgos 187 5 was be VBD cord-327716-ehm4fgos 187 6 not not RB cord-327716-ehm4fgos 187 7 peer peer NN cord-327716-ehm4fgos 187 8 - - HYPH cord-327716-ehm4fgos 187 9 reviewed review VBN cord-327716-ehm4fgos 187 10 ) ) -RRB- cord-327716-ehm4fgos 188 1 The the DT cord-327716-ehm4fgos 188 2 copyright copyright NN cord-327716-ehm4fgos 188 3 holder holder NN cord-327716-ehm4fgos 188 4 for for IN cord-327716-ehm4fgos 188 5 this this DT cord-327716-ehm4fgos 188 6 preprint preprint NN cord-327716-ehm4fgos 188 7 . . . cord-327716-ehm4fgos 189 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 189 2 . . . cord-327716-ehm4fgos 190 1 1101 1101 CD cord-327716-ehm4fgos 191 1 A a DT cord-327716-ehm4fgos 191 2 limitation limitation NN cord-327716-ehm4fgos 191 3 of of IN cord-327716-ehm4fgos 191 4 this this DT cord-327716-ehm4fgos 191 5 study study NN cord-327716-ehm4fgos 191 6 is be VBZ cord-327716-ehm4fgos 191 7 that that IN cord-327716-ehm4fgos 191 8 the the DT cord-327716-ehm4fgos 191 9 international international JJ cord-327716-ehm4fgos 191 10 traffic traffic NN cord-327716-ehm4fgos 191 11 still still RB cord-327716-ehm4fgos 191 12 relies rely VBZ cord-327716-ehm4fgos 191 13 on on IN cord-327716-ehm4fgos 191 14 its -PRON- PRP$ cord-327716-ehm4fgos 191 15 historical historical JJ cord-327716-ehm4fgos 191 16 patterns pattern NNS cord-327716-ehm4fgos 191 17 in in IN cord-327716-ehm4fgos 191 18 2019 2019 CD cord-327716-ehm4fgos 191 19 . . . cord-327716-ehm4fgos 192 1 Due due IN cord-327716-ehm4fgos 192 2 to to IN cord-327716-ehm4fgos 192 3 the the DT cord-327716-ehm4fgos 192 4 elevated elevated JJ cord-327716-ehm4fgos 192 5 domestic domestic JJ cord-327716-ehm4fgos 192 6 outflow outflow NN cord-327716-ehm4fgos 192 7 , , , cord-327716-ehm4fgos 192 8 it -PRON- PRP cord-327716-ehm4fgos 192 9 is be VBZ cord-327716-ehm4fgos 192 10 reasonable reasonable JJ cord-327716-ehm4fgos 192 11 to to TO cord-327716-ehm4fgos 192 12 expect expect VB cord-327716-ehm4fgos 192 13 a a DT cord-327716-ehm4fgos 192 14 similar similar JJ cord-327716-ehm4fgos 192 15 elevated elevated JJ cord-327716-ehm4fgos 192 16 outflow outflow NN cord-327716-ehm4fgos 192 17 in in IN cord-327716-ehm4fgos 192 18 the the DT cord-327716-ehm4fgos 192 19 international international JJ cord-327716-ehm4fgos 192 20 traffic traffic NN cord-327716-ehm4fgos 192 21 . . . cord-327716-ehm4fgos 193 1 The the DT cord-327716-ehm4fgos 193 2 internationally internationally RB cord-327716-ehm4fgos 193 3 exported export VBN cord-327716-ehm4fgos 193 4 cases case NNS cord-327716-ehm4fgos 193 5 inform inform VBP cord-327716-ehm4fgos 193 6 the the DT cord-327716-ehm4fgos 193 7 disease disease NN cord-327716-ehm4fgos 193 8 dynamics dynamic NNS cord-327716-ehm4fgos 193 9 through through IN cord-327716-ehm4fgos 193 10 the the DT cord-327716-ehm4fgos 193 11 proportion proportion NN cord-327716-ehm4fgos 193 12 of of IN cord-327716-ehm4fgos 193 13 infected infect VBN cord-327716-ehm4fgos 193 14 outbound outbound JJ cord-327716-ehm4fgos 193 15 international international JJ cord-327716-ehm4fgos 193 16 travelers traveler NNS cord-327716-ehm4fgos 193 17 from from IN cord-327716-ehm4fgos 193 18 Wuhan Wuhan NNP cord-327716-ehm4fgos 193 19 . . . cord-327716-ehm4fgos 194 1 Increasing increase VBG cord-327716-ehm4fgos 194 2 the the DT cord-327716-ehm4fgos 194 3 outward outward JJ cord-327716-ehm4fgos 194 4 flow flow NN cord-327716-ehm4fgos 194 5 effectively effectively RB cord-327716-ehm4fgos 194 6 reduces reduce VBZ cord-327716-ehm4fgos 194 7 the the DT cord-327716-ehm4fgos 194 8 proportion proportion NN cord-327716-ehm4fgos 194 9 infected infect VBN cord-327716-ehm4fgos 194 10 and and CC cord-327716-ehm4fgos 194 11 subsequently subsequently RB cord-327716-ehm4fgos 194 12 the the DT cord-327716-ehm4fgos 194 13 basic basic JJ cord-327716-ehm4fgos 194 14 reproductive reproductive JJ cord-327716-ehm4fgos 194 15 number number NN cord-327716-ehm4fgos 194 16 . . . cord-327716-ehm4fgos 195 1 Generally generally RB cord-327716-ehm4fgos 195 2 , , , cord-327716-ehm4fgos 195 3 international international JJ cord-327716-ehm4fgos 195 4 traffic traffic NN cord-327716-ehm4fgos 195 5 by by IN cord-327716-ehm4fgos 195 6 air air NN cord-327716-ehm4fgos 195 7 is be VBZ cord-327716-ehm4fgos 195 8 less less RBR cord-327716-ehm4fgos 195 9 variable variable JJ cord-327716-ehm4fgos 195 10 than than IN cord-327716-ehm4fgos 195 11 domestic domestic JJ cord-327716-ehm4fgos 195 12 traffic traffic NN cord-327716-ehm4fgos 195 13 by by IN cord-327716-ehm4fgos 195 14 road road NN cord-327716-ehm4fgos 195 15 , , , cord-327716-ehm4fgos 195 16 and and CC cord-327716-ehm4fgos 195 17 the the DT cord-327716-ehm4fgos 195 18 potential potential JJ cord-327716-ehm4fgos 195 19 surge surge NN cord-327716-ehm4fgos 195 20 in in IN cord-327716-ehm4fgos 195 21 outbound outbound JJ cord-327716-ehm4fgos 195 22 international international JJ cord-327716-ehm4fgos 195 23 traffic traffic NN cord-327716-ehm4fgos 195 24 would would MD cord-327716-ehm4fgos 195 25 be be VB cord-327716-ehm4fgos 195 26 less less JJR cord-327716-ehm4fgos 195 27 than than IN cord-327716-ehm4fgos 195 28 15 15 CD cord-327716-ehm4fgos 195 29 % % NN cord-327716-ehm4fgos 195 30 ( ( -LRB- cord-327716-ehm4fgos 195 31 the the DT cord-327716-ehm4fgos 195 32 surge surge NN cord-327716-ehm4fgos 195 33 in in IN cord-327716-ehm4fgos 195 34 outbound outbound JJ cord-327716-ehm4fgos 195 35 domestic domestic JJ cord-327716-ehm4fgos 195 36 traffic traffic NN cord-327716-ehm4fgos 195 37 ) ) -RRB- cord-327716-ehm4fgos 195 38 . . . cord-327716-ehm4fgos 196 1 With with IN cord-327716-ehm4fgos 196 2 a a DT cord-327716-ehm4fgos 196 3 15 15 CD cord-327716-ehm4fgos 196 4 % % NN cord-327716-ehm4fgos 196 5 increase increase NN cord-327716-ehm4fgos 196 6 in in IN cord-327716-ehm4fgos 196 7 the the DT cord-327716-ehm4fgos 196 8 international international JJ cord-327716-ehm4fgos 196 9 outbound outbound JJ cord-327716-ehm4fgos 196 10 flow flow NN cord-327716-ehm4fgos 196 11 , , , cord-327716-ehm4fgos 196 12 sensitivity sensitivity NN cord-327716-ehm4fgos 196 13 analysis analysis NN cord-327716-ehm4fgos 196 14 shows show VBZ cord-327716-ehm4fgos 196 15 a a DT cord-327716-ehm4fgos 196 16 c. c. NN cord-327716-ehm4fgos 196 17 2 2 CD cord-327716-ehm4fgos 196 18 % % NN cord-327716-ehm4fgos 196 19 decrease decrease NN cord-327716-ehm4fgos 196 20 in in IN cord-327716-ehm4fgos 196 21 the the DT cord-327716-ehm4fgos 196 22 estimated estimate VBN cord-327716-ehm4fgos 196 23 basic basic JJ cord-327716-ehm4fgos 196 24 reproductive reproductive JJ cord-327716-ehm4fgos 196 25 number number NN cord-327716-ehm4fgos 196 26 . . . cord-327716-ehm4fgos 197 1 Thus thus RB cord-327716-ehm4fgos 197 2 , , , cord-327716-ehm4fgos 197 3 the the DT cord-327716-ehm4fgos 197 4 major major JJ cord-327716-ehm4fgos 197 5 conclusions conclusion NNS cord-327716-ehm4fgos 197 6 of of IN cord-327716-ehm4fgos 197 7 this this DT cord-327716-ehm4fgos 197 8 study study NN cord-327716-ehm4fgos 197 9 would would MD cord-327716-ehm4fgos 197 10 not not RB cord-327716-ehm4fgos 197 11 be be VB cord-327716-ehm4fgos 197 12 affected affect VBN cord-327716-ehm4fgos 197 13 by by IN cord-327716-ehm4fgos 197 14 a a DT cord-327716-ehm4fgos 197 15 potential potential JJ cord-327716-ehm4fgos 197 16 surge surge NN cord-327716-ehm4fgos 197 17 . . . cord-327716-ehm4fgos 198 1 On on IN cord-327716-ehm4fgos 198 2 the the DT cord-327716-ehm4fgos 198 3 other other JJ cord-327716-ehm4fgos 198 4 hand hand NN cord-327716-ehm4fgos 198 5 , , , cord-327716-ehm4fgos 198 6 it -PRON- PRP cord-327716-ehm4fgos 198 7 is be VBZ cord-327716-ehm4fgos 198 8 still still RB cord-327716-ehm4fgos 198 9 important important JJ cord-327716-ehm4fgos 198 10 to to TO cord-327716-ehm4fgos 198 11 update update VB cord-327716-ehm4fgos 198 12 the the DT cord-327716-ehm4fgos 198 13 model model NN cord-327716-ehm4fgos 198 14 and and CC cord-327716-ehm4fgos 198 15 verify verify VB cord-327716-ehm4fgos 198 16 the the DT cord-327716-ehm4fgos 198 17 underlying underlie VBG cord-327716-ehm4fgos 198 18 assumptions assumption NNS cord-327716-ehm4fgos 198 19 when when WRB cord-327716-ehm4fgos 198 20 the the DT cord-327716-ehm4fgos 198 21 real real JJ cord-327716-ehm4fgos 198 22 time time NN cord-327716-ehm4fgos 198 23 international international JJ cord-327716-ehm4fgos 198 24 air air NN cord-327716-ehm4fgos 198 25 traffic traffic NN cord-327716-ehm4fgos 198 26 data datum NNS cord-327716-ehm4fgos 198 27 become become VBP cord-327716-ehm4fgos 198 28 available available JJ cord-327716-ehm4fgos 198 29 . . . cord-327716-ehm4fgos 199 1 Because because IN cord-327716-ehm4fgos 199 2 of of IN cord-327716-ehm4fgos 199 3 the the DT cord-327716-ehm4fgos 199 4 inherent inherent JJ cord-327716-ehm4fgos 199 5 bias bias NN cord-327716-ehm4fgos 199 6 in in IN cord-327716-ehm4fgos 199 7 the the DT cord-327716-ehm4fgos 199 8 daily daily JJ cord-327716-ehm4fgos 199 9 traffic traffic NN cord-327716-ehm4fgos 199 10 data datum NNS cord-327716-ehm4fgos 199 11 , , , cord-327716-ehm4fgos 199 12 this this DT cord-327716-ehm4fgos 199 13 study study NN cord-327716-ehm4fgos 199 14 refrains refrain VBZ cord-327716-ehm4fgos 199 15 from from IN cord-327716-ehm4fgos 199 16 predicting predict VBG cord-327716-ehm4fgos 199 17 the the DT cord-327716-ehm4fgos 199 18 disease disease NN cord-327716-ehm4fgos 199 19 dynamics dynamic NNS cord-327716-ehm4fgos 199 20 in in IN cord-327716-ehm4fgos 199 21 other other JJ cord-327716-ehm4fgos 199 22 cities city NNS cord-327716-ehm4fgos 199 23 of of IN cord-327716-ehm4fgos 199 24 China China NNP cord-327716-ehm4fgos 199 25 using use VBG cord-327716-ehm4fgos 199 26 meta meta JJ cord-327716-ehm4fgos 199 27 - - HYPH cord-327716-ehm4fgos 199 28 population population NN cord-327716-ehm4fgos 199 29 modeling modeling NN cord-327716-ehm4fgos 199 30 , , , cord-327716-ehm4fgos 199 31 even even RB cord-327716-ehm4fgos 199 32 though though IN cord-327716-ehm4fgos 199 33 daily daily JJ cord-327716-ehm4fgos 199 34 real real JJ cord-327716-ehm4fgos 199 35 time time NN cord-327716-ehm4fgos 199 36 traffic traffic NN cord-327716-ehm4fgos 199 37 data datum NNS cord-327716-ehm4fgos 199 38 among among IN cord-327716-ehm4fgos 199 39 cities city NNS cord-327716-ehm4fgos 199 40 are be VBP cord-327716-ehm4fgos 199 41 available available JJ cord-327716-ehm4fgos 199 42 . . . cord-327716-ehm4fgos 200 1 The the DT cord-327716-ehm4fgos 200 2 transportation transportation NN cord-327716-ehm4fgos 200 3 pattern pattern NN cord-327716-ehm4fgos 200 4 in in IN cord-327716-ehm4fgos 200 5 China China NNP cord-327716-ehm4fgos 200 6 is be VBZ cord-327716-ehm4fgos 200 7 unique unique JJ cord-327716-ehm4fgos 200 8 in in IN cord-327716-ehm4fgos 200 9 that that DT cord-327716-ehm4fgos 200 10 primary primary JJ cord-327716-ehm4fgos 200 11 modes mode NNS cord-327716-ehm4fgos 200 12 of of IN cord-327716-ehm4fgos 200 13 travel travel NN cord-327716-ehm4fgos 200 14 is be VBZ cord-327716-ehm4fgos 200 15 by by IN cord-327716-ehm4fgos 200 16 road road NN cord-327716-ehm4fgos 200 17 and and CC cord-327716-ehm4fgos 200 18 train train NN cord-327716-ehm4fgos 200 19 , , , cord-327716-ehm4fgos 200 20 which which WDT cord-327716-ehm4fgos 200 21 were be VBD cord-327716-ehm4fgos 200 22 expected expect VBN cord-327716-ehm4fgos 200 23 to to TO cord-327716-ehm4fgos 200 24 account account VB cord-327716-ehm4fgos 200 25 for for IN cord-327716-ehm4fgos 200 26 96 96 CD cord-327716-ehm4fgos 200 27 % % NN cord-327716-ehm4fgos 200 28 of of IN cord-327716-ehm4fgos 200 29 the the DT cord-327716-ehm4fgos 200 30 holiday holiday NN cord-327716-ehm4fgos 200 31 traffic traffic NN cord-327716-ehm4fgos 200 32 in in IN cord-327716-ehm4fgos 200 33 2020 2020 CD cord-327716-ehm4fgos 201 1 ( ( -LRB- cord-327716-ehm4fgos 201 2 Xinhua Xinhua NNP cord-327716-ehm4fgos 201 3 News News NNP cord-327716-ehm4fgos 201 4 Agency Agency NNP cord-327716-ehm4fgos 201 5 , , , cord-327716-ehm4fgos 201 6 2020 2020 CD cord-327716-ehm4fgos 201 7 ) ) -RRB- cord-327716-ehm4fgos 201 8 . . . cord-327716-ehm4fgos 202 1 Many many JJ cord-327716-ehm4fgos 202 2 of of IN cord-327716-ehm4fgos 202 3 those those DT cord-327716-ehm4fgos 202 4 trips trip NNS cord-327716-ehm4fgos 202 5 would would MD cord-327716-ehm4fgos 202 6 take take VB cord-327716-ehm4fgos 202 7 multiple multiple JJ cord-327716-ehm4fgos 202 8 days day NNS cord-327716-ehm4fgos 202 9 . . . cord-327716-ehm4fgos 203 1 For for IN cord-327716-ehm4fgos 203 2 example example NN cord-327716-ehm4fgos 203 3 , , , cord-327716-ehm4fgos 203 4 a a DT cord-327716-ehm4fgos 203 5 trip trip NN cord-327716-ehm4fgos 203 6 from from IN cord-327716-ehm4fgos 203 7 Wuhan Wuhan NNP cord-327716-ehm4fgos 203 8 to to IN cord-327716-ehm4fgos 203 9 Beijing Beijing NNP cord-327716-ehm4fgos 203 10 would would MD cord-327716-ehm4fgos 203 11 span span VB cord-327716-ehm4fgos 203 12 days day NNS cord-327716-ehm4fgos 203 13 if if IN cord-327716-ehm4fgos 203 14 the the DT cord-327716-ehm4fgos 203 15 traveler traveler NN cord-327716-ehm4fgos 203 16 chooses choose VBZ cord-327716-ehm4fgos 203 17 to to TO cord-327716-ehm4fgos 203 18 travel travel VB cord-327716-ehm4fgos 203 19 by by IN cord-327716-ehm4fgos 203 20 road road NN cord-327716-ehm4fgos 203 21 . . . cord-327716-ehm4fgos 204 1 But but CC cord-327716-ehm4fgos 204 2 the the DT cord-327716-ehm4fgos 204 3 real real JJ cord-327716-ehm4fgos 204 4 time time NN cord-327716-ehm4fgos 204 5 traffic traffic NN cord-327716-ehm4fgos 204 6 data datum NNS cord-327716-ehm4fgos 204 7 would would MD cord-327716-ehm4fgos 204 8 erroneously erroneously RB cord-327716-ehm4fgos 204 9 indicate indicate VB cord-327716-ehm4fgos 204 10 flow flow NN cord-327716-ehm4fgos 204 11 from from IN cord-327716-ehm4fgos 204 12 Wuhan Wuhan NNP cord-327716-ehm4fgos 204 13 into into IN cord-327716-ehm4fgos 204 14 some some DT cord-327716-ehm4fgos 204 15 traffic traffic NN cord-327716-ehm4fgos 204 16 hubs hub NNS cord-327716-ehm4fgos 204 17 in in IN cord-327716-ehm4fgos 204 18 between between IN cord-327716-ehm4fgos 204 19 Wuhan Wuhan NNP cord-327716-ehm4fgos 204 20 and and CC cord-327716-ehm4fgos 204 21 the the DT cord-327716-ehm4fgos 204 22 final final JJ cord-327716-ehm4fgos 204 23 destination destination NN cord-327716-ehm4fgos 204 24 , , , cord-327716-ehm4fgos 204 25 because because IN cord-327716-ehm4fgos 204 26 of of IN cord-327716-ehm4fgos 204 27 the the DT cord-327716-ehm4fgos 204 28 daily daily JJ cord-327716-ehm4fgos 204 29 accounting accounting NN cord-327716-ehm4fgos 204 30 unit unit NN cord-327716-ehm4fgos 204 31 used use VBN cord-327716-ehm4fgos 204 32 in in IN cord-327716-ehm4fgos 204 33 the the DT cord-327716-ehm4fgos 204 34 calculation calculation NN cord-327716-ehm4fgos 204 35 of of IN cord-327716-ehm4fgos 204 36 the the DT cord-327716-ehm4fgos 204 37 flow flow NN cord-327716-ehm4fgos 204 38 pattern pattern NN cord-327716-ehm4fgos 204 39 . . . cord-327716-ehm4fgos 205 1 Thus thus RB cord-327716-ehm4fgos 205 2 , , , cord-327716-ehm4fgos 205 3 a a DT cord-327716-ehm4fgos 205 4 meta meta JJ cord-327716-ehm4fgos 205 5 - - HYPH cord-327716-ehm4fgos 205 6 population population NN cord-327716-ehm4fgos 205 7 model model NN cord-327716-ehm4fgos 205 8 with with IN cord-327716-ehm4fgos 205 9 such such JJ cord-327716-ehm4fgos 205 10 traffic traffic NN cord-327716-ehm4fgos 205 11 data datum NNS cord-327716-ehm4fgos 205 12 . . . cord-327716-ehm4fgos 206 1 CC CC NNP cord-327716-ehm4fgos 206 2 - - HYPH cord-327716-ehm4fgos 206 3 BY BY NNP cord-327716-ehm4fgos 206 4 - - HYPH cord-327716-ehm4fgos 206 5 NC NC NNP cord-327716-ehm4fgos 206 6 - - HYPH cord-327716-ehm4fgos 206 7 ND ND NNP cord-327716-ehm4fgos 206 8 4.0 4.0 CD cord-327716-ehm4fgos 206 9 International international JJ cord-327716-ehm4fgos 206 10 license license NN cord-327716-ehm4fgos 206 11 It -PRON- PRP cord-327716-ehm4fgos 206 12 is be VBZ cord-327716-ehm4fgos 206 13 made make VBN cord-327716-ehm4fgos 206 14 available available JJ cord-327716-ehm4fgos 206 15 under under IN cord-327716-ehm4fgos 206 16 a a DT cord-327716-ehm4fgos 206 17 author author NN cord-327716-ehm4fgos 206 18 / / SYM cord-327716-ehm4fgos 206 19 funder funder NN cord-327716-ehm4fgos 206 20 , , , cord-327716-ehm4fgos 206 21 who who WP cord-327716-ehm4fgos 206 22 has have VBZ cord-327716-ehm4fgos 206 23 granted grant VBN cord-327716-ehm4fgos 206 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 206 25 a a DT cord-327716-ehm4fgos 206 26 license license NN cord-327716-ehm4fgos 206 27 to to TO cord-327716-ehm4fgos 206 28 display display VB cord-327716-ehm4fgos 206 29 the the DT cord-327716-ehm4fgos 206 30 preprint preprint NN cord-327716-ehm4fgos 206 31 in in IN cord-327716-ehm4fgos 206 32 perpetuity perpetuity NN cord-327716-ehm4fgos 206 33 . . . cord-327716-ehm4fgos 207 1 is be VBZ cord-327716-ehm4fgos 207 2 the the DT cord-327716-ehm4fgos 207 3 ( ( -LRB- cord-327716-ehm4fgos 207 4 which which WDT cord-327716-ehm4fgos 207 5 was be VBD cord-327716-ehm4fgos 207 6 not not RB cord-327716-ehm4fgos 207 7 peer peer NN cord-327716-ehm4fgos 207 8 - - HYPH cord-327716-ehm4fgos 207 9 reviewed review VBN cord-327716-ehm4fgos 207 10 ) ) -RRB- cord-327716-ehm4fgos 208 1 The the DT cord-327716-ehm4fgos 208 2 copyright copyright NN cord-327716-ehm4fgos 208 3 holder holder NN cord-327716-ehm4fgos 208 4 for for IN cord-327716-ehm4fgos 208 5 this this DT cord-327716-ehm4fgos 208 6 preprint preprint NN cord-327716-ehm4fgos 208 7 . . . cord-327716-ehm4fgos 209 1 https https NNP cord-327716-ehm4fgos 209 2 : : : cord-327716-ehm4fgos 210 1 //doi.org/10.1101 //doi.org/10.1101 NFP cord-327716-ehm4fgos 210 2 //doi.org/10 //doi.org/10 XX cord-327716-ehm4fgos 211 1 . . . cord-327716-ehm4fgos 211 2 /2020 /2020 NFP cord-327716-ehm4fgos 211 3 would would MD cord-327716-ehm4fgos 211 4 substantially substantially RB cord-327716-ehm4fgos 211 5 over over IN cord-327716-ehm4fgos 211 6 - - HYPH cord-327716-ehm4fgos 211 7 estimate estimate NN cord-327716-ehm4fgos 211 8 the the DT cord-327716-ehm4fgos 211 9 imported import VBN cord-327716-ehm4fgos 211 10 cases case NNS cord-327716-ehm4fgos 211 11 into into IN cord-327716-ehm4fgos 211 12 major major JJ cord-327716-ehm4fgos 211 13 traffic traffic NN cord-327716-ehm4fgos 211 14 hubs hub NNS cord-327716-ehm4fgos 211 15 around around IN cord-327716-ehm4fgos 211 16 Wuhan Wuhan NNP cord-327716-ehm4fgos 211 17 , , , cord-327716-ehm4fgos 211 18 and and CC cord-327716-ehm4fgos 211 19 subsequently subsequently RB cord-327716-ehm4fgos 211 20 under under NN cord-327716-ehm4fgos 211 21 - - HYPH cord-327716-ehm4fgos 211 22 estimate estimate NN cord-327716-ehm4fgos 211 23 the the DT cord-327716-ehm4fgos 211 24 imported import VBN cord-327716-ehm4fgos 211 25 cases case NNS cord-327716-ehm4fgos 211 26 to to IN cord-327716-ehm4fgos 211 27 more more RBR cord-327716-ehm4fgos 211 28 distant distant JJ cord-327716-ehm4fgos 211 29 , , , cord-327716-ehm4fgos 211 30 but but CC cord-327716-ehm4fgos 211 31 popular popular JJ cord-327716-ehm4fgos 211 32 destination destination NN cord-327716-ehm4fgos 211 33 cities city NNS cord-327716-ehm4fgos 211 34 , , , cord-327716-ehm4fgos 211 35 such such JJ cord-327716-ehm4fgos 211 36 as as IN cord-327716-ehm4fgos 211 37 Wenzhou Wenzhou NNP cord-327716-ehm4fgos 211 38 . . . cord-327716-ehm4fgos 212 1 Air air NN cord-327716-ehm4fgos 212 2 travel travel NN cord-327716-ehm4fgos 212 3 on on IN cord-327716-ehm4fgos 212 4 the the DT cord-327716-ehm4fgos 212 5 other other JJ cord-327716-ehm4fgos 212 6 hand hand NN cord-327716-ehm4fgos 212 7 is be VBZ cord-327716-ehm4fgos 212 8 less less RBR cord-327716-ehm4fgos 212 9 affected affect VBN cord-327716-ehm4fgos 212 10 by by IN cord-327716-ehm4fgos 212 11 this this DT cord-327716-ehm4fgos 212 12 issue issue NN cord-327716-ehm4fgos 212 13 . . . cord-327716-ehm4fgos 213 1 To to TO cord-327716-ehm4fgos 213 2 solve solve VB cord-327716-ehm4fgos 213 3 this this DT cord-327716-ehm4fgos 213 4 problem problem NN cord-327716-ehm4fgos 213 5 , , , cord-327716-ehm4fgos 213 6 the the DT cord-327716-ehm4fgos 213 7 original original JJ cord-327716-ehm4fgos 213 8 user user NN cord-327716-ehm4fgos 213 9 usage usage NN cord-327716-ehm4fgos 213 10 data datum NNS cord-327716-ehm4fgos 213 11 collected collect VBN cord-327716-ehm4fgos 213 12 by by IN cord-327716-ehm4fgos 213 13 Tencent Tencent NNP cord-327716-ehm4fgos 213 14 or or CC cord-327716-ehm4fgos 213 15 Baidu Baidu NNP cord-327716-ehm4fgos 213 16 need need VBP cord-327716-ehm4fgos 213 17 to to TO cord-327716-ehm4fgos 213 18 be be VB cord-327716-ehm4fgos 213 19 reprocessed reprocess VBN cord-327716-ehm4fgos 213 20 to to TO cord-327716-ehm4fgos 213 21 reveal reveal VB cord-327716-ehm4fgos 213 22 those those DT cord-327716-ehm4fgos 213 23 direct direct JJ cord-327716-ehm4fgos 213 24 long long JJ cord-327716-ehm4fgos 213 25 - - HYPH cord-327716-ehm4fgos 213 26 distance distance NN cord-327716-ehm4fgos 213 27 trips trip NNS cord-327716-ehm4fgos 213 28 . . . cord-327716-ehm4fgos 214 1 It -PRON- PRP cord-327716-ehm4fgos 214 2 is be VBZ cord-327716-ehm4fgos 214 3 suggested suggest VBN cord-327716-ehm4fgos 214 4 that that IN cord-327716-ehm4fgos 214 5 the the DT cord-327716-ehm4fgos 214 6 first first JJ cord-327716-ehm4fgos 214 7 confirmed confirm VBN cord-327716-ehm4fgos 214 8 case case NN cord-327716-ehm4fgos 214 9 in in IN cord-327716-ehm4fgos 214 10 Germany Germany NNP cord-327716-ehm4fgos 214 11 is be VBZ cord-327716-ehm4fgos 214 12 the the DT cord-327716-ehm4fgos 214 13 result result NN cord-327716-ehm4fgos 214 14 of of IN cord-327716-ehm4fgos 214 15 an an DT cord-327716-ehm4fgos 214 16 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 214 17 transmission transmission NN cord-327716-ehm4fgos 214 18 , , , cord-327716-ehm4fgos 214 19 although although IN cord-327716-ehm4fgos 214 20 the the DT cord-327716-ehm4fgos 214 21 index index NN cord-327716-ehm4fgos 214 22 patient patient NN cord-327716-ehm4fgos 214 23 at at IN cord-327716-ehm4fgos 214 24 that that DT cord-327716-ehm4fgos 214 25 time time NN cord-327716-ehm4fgos 214 26 did do VBD cord-327716-ehm4fgos 214 27 experience experience VB cord-327716-ehm4fgos 214 28 some some DT cord-327716-ehm4fgos 214 29 minor minor JJ cord-327716-ehm4fgos 214 30 non non JJ cord-327716-ehm4fgos 214 31 - - JJ cord-327716-ehm4fgos 214 32 specific specific JJ cord-327716-ehm4fgos 214 33 symptoms symptom NNS cord-327716-ehm4fgos 214 34 ( ( -LRB- cord-327716-ehm4fgos 214 35 Rothe Rothe NNP cord-327716-ehm4fgos 214 36 et et FW cord-327716-ehm4fgos 214 37 al al NNP cord-327716-ehm4fgos 214 38 . . NNP cord-327716-ehm4fgos 214 39 , , , cord-327716-ehm4fgos 214 40 2020 2020 CD cord-327716-ehm4fgos 214 41 ) ) -RRB- cord-327716-ehm4fgos 214 42 . . . cord-327716-ehm4fgos 215 1 From from IN cord-327716-ehm4fgos 215 2 December December NNP cord-327716-ehm4fgos 215 3 , , , cord-327716-ehm4fgos 215 4 2019 2019 CD cord-327716-ehm4fgos 215 5 to to IN cord-327716-ehm4fgos 215 6 early early JJ cord-327716-ehm4fgos 215 7 January January NNP cord-327716-ehm4fgos 215 8 , , , cord-327716-ehm4fgos 215 9 2020 2020 CD cord-327716-ehm4fgos 215 10 , , , cord-327716-ehm4fgos 215 11 the the DT cord-327716-ehm4fgos 215 12 estimated estimate VBN cord-327716-ehm4fgos 215 13 mean mean NN cord-327716-ehm4fgos 215 14 incubation incubation NN cord-327716-ehm4fgos 215 15 period period NN cord-327716-ehm4fgos 215 16 is be VBZ cord-327716-ehm4fgos 215 17 6.1 6.1 CD cord-327716-ehm4fgos 215 18 days day NNS cord-327716-ehm4fgos 215 19 ( ( -LRB- cord-327716-ehm4fgos 215 20 Li Li NNP cord-327716-ehm4fgos 215 21 et et NNP cord-327716-ehm4fgos 215 22 al al NNP cord-327716-ehm4fgos 215 23 . . NNP cord-327716-ehm4fgos 215 24 , , , cord-327716-ehm4fgos 215 25 2020 2020 CD cord-327716-ehm4fgos 215 26 ) ) -RRB- cord-327716-ehm4fgos 215 27 ; ; : cord-327716-ehm4fgos 215 28 however however RB cord-327716-ehm4fgos 215 29 , , , cord-327716-ehm4fgos 215 30 a a DT cord-327716-ehm4fgos 215 31 more more RBR cord-327716-ehm4fgos 215 32 recent recent JJ cord-327716-ehm4fgos 215 33 study study NN cord-327716-ehm4fgos 215 34 put put VBD cord-327716-ehm4fgos 215 35 the the DT cord-327716-ehm4fgos 215 36 median median JJ cord-327716-ehm4fgos 215 37 incubation incubation NN cord-327716-ehm4fgos 215 38 period period NN cord-327716-ehm4fgos 215 39 at at IN cord-327716-ehm4fgos 215 40 3 3 CD cord-327716-ehm4fgos 215 41 days day NNS cord-327716-ehm4fgos 215 42 . . . cord-327716-ehm4fgos 216 1 The the DT cord-327716-ehm4fgos 216 2 heightened heightened JJ cord-327716-ehm4fgos 216 3 awareness awareness NN cord-327716-ehm4fgos 216 4 of of IN cord-327716-ehm4fgos 216 5 the the DT cord-327716-ehm4fgos 216 6 disease disease NN cord-327716-ehm4fgos 216 7 from from IN cord-327716-ehm4fgos 216 8 both both CC cord-327716-ehm4fgos 216 9 the the DT cord-327716-ehm4fgos 216 10 general general JJ cord-327716-ehm4fgos 216 11 public public JJ cord-327716-ehm4fgos 216 12 and and CC cord-327716-ehm4fgos 216 13 healthcare healthcare NN cord-327716-ehm4fgos 216 14 workers worker NNS cord-327716-ehm4fgos 216 15 may may MD cord-327716-ehm4fgos 216 16 play play VB cord-327716-ehm4fgos 216 17 a a DT cord-327716-ehm4fgos 216 18 role role NN cord-327716-ehm4fgos 216 19 in in IN cord-327716-ehm4fgos 216 20 discovering discover VBG cord-327716-ehm4fgos 216 21 early early JJ cord-327716-ehm4fgos 216 22 symptoms symptom NNS cord-327716-ehm4fgos 216 23 of of IN cord-327716-ehm4fgos 216 24 this this DT cord-327716-ehm4fgos 216 25 disease disease NN cord-327716-ehm4fgos 216 26 . . . cord-327716-ehm4fgos 217 1 In in IN cord-327716-ehm4fgos 217 2 this this DT cord-327716-ehm4fgos 217 3 study study NN cord-327716-ehm4fgos 217 4 , , , cord-327716-ehm4fgos 217 5 the the DT cord-327716-ehm4fgos 217 6 estimated estimate VBN cord-327716-ehm4fgos 217 7 most most RBS cord-327716-ehm4fgos 217 8 probable probable JJ cord-327716-ehm4fgos 217 9 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 217 10 infectious infectious JJ cord-327716-ehm4fgos 217 11 period period NN cord-327716-ehm4fgos 217 12 is be VBZ cord-327716-ehm4fgos 217 13 close close JJ cord-327716-ehm4fgos 217 14 to to IN cord-327716-ehm4fgos 217 15 zero zero CD cord-327716-ehm4fgos 217 16 and and CC cord-327716-ehm4fgos 217 17 offers offer VBZ cord-327716-ehm4fgos 217 18 little little JJ cord-327716-ehm4fgos 217 19 evidence evidence NN cord-327716-ehm4fgos 217 20 for for IN cord-327716-ehm4fgos 217 21 the the DT cord-327716-ehm4fgos 217 22 presence presence NN cord-327716-ehm4fgos 217 23 of of IN cord-327716-ehm4fgos 217 24 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 217 25 transmission transmission NN cord-327716-ehm4fgos 217 26 in in IN cord-327716-ehm4fgos 217 27 the the DT cord-327716-ehm4fgos 217 28 disease disease NN cord-327716-ehm4fgos 217 29 dynamics dynamic NNS cord-327716-ehm4fgos 217 30 . . . cord-327716-ehm4fgos 218 1 The the DT cord-327716-ehm4fgos 218 2 findings finding NNS cord-327716-ehm4fgos 218 3 of of IN cord-327716-ehm4fgos 218 4 this this DT cord-327716-ehm4fgos 218 5 study study NN cord-327716-ehm4fgos 218 6 depend depend VB cord-327716-ehm4fgos 218 7 on on IN cord-327716-ehm4fgos 218 8 the the DT cord-327716-ehm4fgos 218 9 validity validity NN cord-327716-ehm4fgos 218 10 of of IN cord-327716-ehm4fgos 218 11 the the DT cord-327716-ehm4fgos 218 12 underlying underlie VBG cord-327716-ehm4fgos 218 13 assumptions assumption NNS cord-327716-ehm4fgos 218 14 , , , cord-327716-ehm4fgos 218 15 all all DT cord-327716-ehm4fgos 218 16 of of IN cord-327716-ehm4fgos 218 17 which which WDT cord-327716-ehm4fgos 218 18 may may MD cord-327716-ehm4fgos 218 19 render render VB cord-327716-ehm4fgos 218 20 the the DT cord-327716-ehm4fgos 218 21 model model NN cord-327716-ehm4fgos 218 22 inference inference NN cord-327716-ehm4fgos 218 23 invalid invalid JJ cord-327716-ehm4fgos 218 24 , , , cord-327716-ehm4fgos 218 25 and and CC cord-327716-ehm4fgos 218 26 continuing continue VBG cord-327716-ehm4fgos 218 27 work work NN cord-327716-ehm4fgos 218 28 is be VBZ cord-327716-ehm4fgos 218 29 needed need VBN cord-327716-ehm4fgos 218 30 , , , cord-327716-ehm4fgos 218 31 especially especially RB cord-327716-ehm4fgos 218 32 in in IN cord-327716-ehm4fgos 218 33 monitoring monitor VBG cord-327716-ehm4fgos 218 34 the the DT cord-327716-ehm4fgos 218 35 current current JJ cord-327716-ehm4fgos 218 36 status status NN cord-327716-ehm4fgos 218 37 of of IN cord-327716-ehm4fgos 218 38 residents resident NNS cord-327716-ehm4fgos 218 39 in in IN cord-327716-ehm4fgos 218 40 Wuhan Wuhan NNP cord-327716-ehm4fgos 218 41 . . . cord-327716-ehm4fgos 219 1 As as IN cord-327716-ehm4fgos 219 2 shown show VBN cord-327716-ehm4fgos 219 3 previously previously RB cord-327716-ehm4fgos 219 4 , , , cord-327716-ehm4fgos 219 5 the the DT cord-327716-ehm4fgos 219 6 assumptions assumption NNS cord-327716-ehm4fgos 219 7 on on IN cord-327716-ehm4fgos 219 8 the the DT cord-327716-ehm4fgos 219 9 start start NN cord-327716-ehm4fgos 219 10 date date NN cord-327716-ehm4fgos 219 11 and and CC cord-327716-ehm4fgos 219 12 the the DT cord-327716-ehm4fgos 219 13 infectious infectious JJ cord-327716-ehm4fgos 219 14 force force NN cord-327716-ehm4fgos 219 15 of of IN cord-327716-ehm4fgos 219 16 the the DT cord-327716-ehm4fgos 219 17 zoonotic zoonotic JJ cord-327716-ehm4fgos 219 18 infection infection NN cord-327716-ehm4fgos 219 19 influences influence VBZ cord-327716-ehm4fgos 219 20 the the DT cord-327716-ehm4fgos 219 21 inference inference NN cord-327716-ehm4fgos 219 22 on on IN cord-327716-ehm4fgos 219 23 the the DT cord-327716-ehm4fgos 219 24 basic basic JJ cord-327716-ehm4fgos 219 25 reproductive reproductive JJ cord-327716-ehm4fgos 219 26 number number NN cord-327716-ehm4fgos 219 27 ( ( -LRB- cord-327716-ehm4fgos 219 28 Read read VB cord-327716-ehm4fgos 219 29 et et FW cord-327716-ehm4fgos 219 30 al al NNP cord-327716-ehm4fgos 219 31 . . . cord-327716-ehm4fgos 220 1 , , , cord-327716-ehm4fgos 220 2 2020 2020 CD cord-327716-ehm4fgos 220 3 ; ; : cord-327716-ehm4fgos 220 4 Wu Wu NNP cord-327716-ehm4fgos 220 5 et et NNP cord-327716-ehm4fgos 220 6 al al NNP cord-327716-ehm4fgos 220 7 . . NNP cord-327716-ehm4fgos 220 8 , , , cord-327716-ehm4fgos 220 9 2020 2020 CD cord-327716-ehm4fgos 220 10 ) ) -RRB- cord-327716-ehm4fgos 220 11 . . . cord-327716-ehm4fgos 221 1 Reducing reduce VBG cord-327716-ehm4fgos 221 2 the the DT cord-327716-ehm4fgos 221 3 zoonotic zoonotic JJ cord-327716-ehm4fgos 221 4 infection infection NN cord-327716-ehm4fgos 221 5 force force NN cord-327716-ehm4fgos 221 6 or or CC cord-327716-ehm4fgos 221 7 shortening shorten VBG cord-327716-ehm4fgos 221 8 its -PRON- PRP$ cord-327716-ehm4fgos 221 9 duration duration NN cord-327716-ehm4fgos 221 10 has have VBZ cord-327716-ehm4fgos 221 11 the the DT cord-327716-ehm4fgos 221 12 effect effect NN cord-327716-ehm4fgos 221 13 of of IN cord-327716-ehm4fgos 221 14 increasing increase VBG cord-327716-ehm4fgos 221 15 the the DT cord-327716-ehm4fgos 221 16 estimate estimate NN cord-327716-ehm4fgos 221 17 of of IN cord-327716-ehm4fgos 221 18 the the DT cord-327716-ehm4fgos 221 19 basic basic JJ cord-327716-ehm4fgos 221 20 reproductive reproductive JJ cord-327716-ehm4fgos 221 21 number number NN cord-327716-ehm4fgos 221 22 , , , cord-327716-ehm4fgos 221 23 and and CC cord-327716-ehm4fgos 221 24 vice vice NN cord-327716-ehm4fgos 221 25 versa versa RB cord-327716-ehm4fgos 221 26 . . . cord-327716-ehm4fgos 222 1 In in IN cord-327716-ehm4fgos 222 2 addition addition NN cord-327716-ehm4fgos 222 3 , , , cord-327716-ehm4fgos 222 4 all all PDT cord-327716-ehm4fgos 222 5 the the DT cord-327716-ehm4fgos 222 6 infection infection NN cord-327716-ehm4fgos 222 7 data datum NNS cord-327716-ehm4fgos 222 8 used use VBN cord-327716-ehm4fgos 222 9 in in IN cord-327716-ehm4fgos 222 10 this this DT cord-327716-ehm4fgos 222 11 study study NN cord-327716-ehm4fgos 222 12 are be VBP cord-327716-ehm4fgos 222 13 with with IN cord-327716-ehm4fgos 222 14 foreign foreign JJ cord-327716-ehm4fgos 222 15 nationals national NNS cord-327716-ehm4fgos 222 16 , , , cord-327716-ehm4fgos 222 17 with with IN cord-327716-ehm4fgos 222 18 the the DT cord-327716-ehm4fgos 222 19 assumption assumption NN cord-327716-ehm4fgos 222 20 that that DT cord-327716-ehm4fgos 222 21 . . . cord-327716-ehm4fgos 223 1 CC CC NNP cord-327716-ehm4fgos 223 2 - - HYPH cord-327716-ehm4fgos 223 3 BY BY NNP cord-327716-ehm4fgos 223 4 - - HYPH cord-327716-ehm4fgos 223 5 NC NC NNP cord-327716-ehm4fgos 223 6 - - HYPH cord-327716-ehm4fgos 223 7 ND ND NNP cord-327716-ehm4fgos 223 8 4.0 4.0 CD cord-327716-ehm4fgos 223 9 International international JJ cord-327716-ehm4fgos 223 10 license license NN cord-327716-ehm4fgos 223 11 It -PRON- PRP cord-327716-ehm4fgos 223 12 is be VBZ cord-327716-ehm4fgos 223 13 made make VBN cord-327716-ehm4fgos 223 14 available available JJ cord-327716-ehm4fgos 223 15 under under IN cord-327716-ehm4fgos 223 16 a a DT cord-327716-ehm4fgos 223 17 author author NN cord-327716-ehm4fgos 223 18 / / SYM cord-327716-ehm4fgos 223 19 funder funder NN cord-327716-ehm4fgos 223 20 , , , cord-327716-ehm4fgos 223 21 who who WP cord-327716-ehm4fgos 223 22 has have VBZ cord-327716-ehm4fgos 223 23 granted grant VBN cord-327716-ehm4fgos 223 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 223 25 a a DT cord-327716-ehm4fgos 223 26 license license NN cord-327716-ehm4fgos 223 27 to to TO cord-327716-ehm4fgos 223 28 display display VB cord-327716-ehm4fgos 223 29 the the DT cord-327716-ehm4fgos 223 30 preprint preprint NN cord-327716-ehm4fgos 223 31 in in IN cord-327716-ehm4fgos 223 32 perpetuity perpetuity NN cord-327716-ehm4fgos 223 33 . . . cord-327716-ehm4fgos 224 1 is be VBZ cord-327716-ehm4fgos 224 2 the the DT cord-327716-ehm4fgos 224 3 ( ( -LRB- cord-327716-ehm4fgos 224 4 which which WDT cord-327716-ehm4fgos 224 5 was be VBD cord-327716-ehm4fgos 224 6 not not RB cord-327716-ehm4fgos 224 7 peer peer NN cord-327716-ehm4fgos 224 8 - - HYPH cord-327716-ehm4fgos 224 9 reviewed review VBN cord-327716-ehm4fgos 224 10 ) ) -RRB- cord-327716-ehm4fgos 225 1 The the DT cord-327716-ehm4fgos 225 2 copyright copyright NN cord-327716-ehm4fgos 225 3 holder holder NN cord-327716-ehm4fgos 225 4 for for IN cord-327716-ehm4fgos 225 5 this this DT cord-327716-ehm4fgos 225 6 preprint preprint NN cord-327716-ehm4fgos 225 7 . . . cord-327716-ehm4fgos 226 1 https https NNP cord-327716-ehm4fgos 226 2 : : : cord-327716-ehm4fgos 227 1 //doi.org/10.1101 //doi.org/10.1101 . cord-327716-ehm4fgos 228 1 //doi.org/10 //doi.org/10 XX cord-327716-ehm4fgos 228 2 . . . cord-327716-ehm4fgos 229 1 /2020 /2020 . cord-327716-ehm4fgos 230 1 they -PRON- PRP cord-327716-ehm4fgos 230 2 have have VBP cord-327716-ehm4fgos 230 3 a a DT cord-327716-ehm4fgos 230 4 similar similar JJ cord-327716-ehm4fgos 230 5 virus virus NN cord-327716-ehm4fgos 230 6 transmissibility transmissibility NN cord-327716-ehm4fgos 230 7 with with IN cord-327716-ehm4fgos 230 8 the the DT cord-327716-ehm4fgos 230 9 Chinese chinese JJ cord-327716-ehm4fgos 230 10 residents resident NNS cord-327716-ehm4fgos 230 11 . . . cord-327716-ehm4fgos 231 1 However however RB cord-327716-ehm4fgos 231 2 , , , cord-327716-ehm4fgos 231 3 it -PRON- PRP cord-327716-ehm4fgos 231 4 is be VBZ cord-327716-ehm4fgos 231 5 known know VBN cord-327716-ehm4fgos 231 6 that that IN cord-327716-ehm4fgos 231 7 the the DT cord-327716-ehm4fgos 231 8 basic basic JJ cord-327716-ehm4fgos 231 9 reproductive reproductive JJ cord-327716-ehm4fgos 231 10 number number NN cord-327716-ehm4fgos 231 11 vary vary VBP cord-327716-ehm4fgos 231 12 with with IN cord-327716-ehm4fgos 231 13 human human JJ cord-327716-ehm4fgos 231 14 social social JJ cord-327716-ehm4fgos 231 15 behavior behavior NN cord-327716-ehm4fgos 231 16 and and CC cord-327716-ehm4fgos 231 17 organization organization NN cord-327716-ehm4fgos 231 18 ( ( -LRB- cord-327716-ehm4fgos 231 19 Delamater Delamater NNP cord-327716-ehm4fgos 231 20 , , , cord-327716-ehm4fgos 231 21 Street Street NNP cord-327716-ehm4fgos 231 22 , , , cord-327716-ehm4fgos 231 23 Leslie Leslie NNP cord-327716-ehm4fgos 231 24 , , , cord-327716-ehm4fgos 231 25 Yang Yang NNP cord-327716-ehm4fgos 231 26 , , , cord-327716-ehm4fgos 231 27 & & CC cord-327716-ehm4fgos 231 28 Jacobsen Jacobsen NNP cord-327716-ehm4fgos 231 29 , , , cord-327716-ehm4fgos 231 30 2019 2019 CD cord-327716-ehm4fgos 231 31 ) ) -RRB- cord-327716-ehm4fgos 231 32 . . . cord-327716-ehm4fgos 232 1 Therefore therefore RB cord-327716-ehm4fgos 232 2 , , , cord-327716-ehm4fgos 232 3 it -PRON- PRP cord-327716-ehm4fgos 232 4 is be VBZ cord-327716-ehm4fgos 232 5 important important JJ cord-327716-ehm4fgos 232 6 to to TO cord-327716-ehm4fgos 232 7 verify verify VB cord-327716-ehm4fgos 232 8 this this DT cord-327716-ehm4fgos 232 9 assumption assumption NN cord-327716-ehm4fgos 232 10 with with IN cord-327716-ehm4fgos 232 11 local local JJ cord-327716-ehm4fgos 232 12 monitoring monitoring NN cord-327716-ehm4fgos 232 13 data datum NNS cord-327716-ehm4fgos 232 14 . . . cord-327716-ehm4fgos 232 15 . . . cord-327716-ehm4fgos 233 1 CC CC NNP cord-327716-ehm4fgos 233 2 - - HYPH cord-327716-ehm4fgos 233 3 BY BY NNP cord-327716-ehm4fgos 233 4 - - HYPH cord-327716-ehm4fgos 233 5 NC NC NNP cord-327716-ehm4fgos 233 6 - - HYPH cord-327716-ehm4fgos 233 7 ND ND NNP cord-327716-ehm4fgos 233 8 4.0 4.0 CD cord-327716-ehm4fgos 233 9 International international JJ cord-327716-ehm4fgos 233 10 license license NN cord-327716-ehm4fgos 234 1 It -PRON- PRP cord-327716-ehm4fgos 234 2 is be VBZ cord-327716-ehm4fgos 234 3 made make VBN cord-327716-ehm4fgos 234 4 available available JJ cord-327716-ehm4fgos 234 5 under under IN cord-327716-ehm4fgos 234 6 a a DT cord-327716-ehm4fgos 234 7 author author NN cord-327716-ehm4fgos 234 8 / / SYM cord-327716-ehm4fgos 234 9 funder funder NN cord-327716-ehm4fgos 234 10 , , , cord-327716-ehm4fgos 234 11 who who WP cord-327716-ehm4fgos 234 12 has have VBZ cord-327716-ehm4fgos 234 13 granted grant VBN cord-327716-ehm4fgos 234 14 medRxiv medRxiv NNS cord-327716-ehm4fgos 234 15 a a DT cord-327716-ehm4fgos 234 16 license license NN cord-327716-ehm4fgos 234 17 to to TO cord-327716-ehm4fgos 234 18 display display VB cord-327716-ehm4fgos 234 19 the the DT cord-327716-ehm4fgos 234 20 preprint preprint NN cord-327716-ehm4fgos 234 21 in in IN cord-327716-ehm4fgos 234 22 perpetuity perpetuity NN cord-327716-ehm4fgos 234 23 . . . cord-327716-ehm4fgos 235 1 is be VBZ cord-327716-ehm4fgos 235 2 the the DT cord-327716-ehm4fgos 235 3 ( ( -LRB- cord-327716-ehm4fgos 235 4 which which WDT cord-327716-ehm4fgos 235 5 was be VBD cord-327716-ehm4fgos 235 6 not not RB cord-327716-ehm4fgos 235 7 peer peer NN cord-327716-ehm4fgos 235 8 - - HYPH cord-327716-ehm4fgos 235 9 reviewed review VBN cord-327716-ehm4fgos 235 10 ) ) -RRB- cord-327716-ehm4fgos 236 1 The the DT cord-327716-ehm4fgos 236 2 copyright copyright NN cord-327716-ehm4fgos 236 3 holder holder NN cord-327716-ehm4fgos 236 4 for for IN cord-327716-ehm4fgos 236 5 this this DT cord-327716-ehm4fgos 236 6 preprint preprint NN cord-327716-ehm4fgos 236 7 . . . cord-327716-ehm4fgos 237 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 237 2 . . . cord-327716-ehm4fgos 238 1 1101 1101 CD cord-327716-ehm4fgos 238 2 Tables table NNS cord-327716-ehm4fgos 238 3 and and CC cord-327716-ehm4fgos 238 4 figures figure NNS cord-327716-ehm4fgos 238 5 . . . cord-327716-ehm4fgos 239 1 CC CC NNP cord-327716-ehm4fgos 239 2 - - HYPH cord-327716-ehm4fgos 239 3 BY BY NNP cord-327716-ehm4fgos 239 4 - - HYPH cord-327716-ehm4fgos 239 5 NC NC NNP cord-327716-ehm4fgos 239 6 - - HYPH cord-327716-ehm4fgos 239 7 ND ND NNP cord-327716-ehm4fgos 239 8 4.0 4.0 CD cord-327716-ehm4fgos 239 9 International international JJ cord-327716-ehm4fgos 239 10 license license NN cord-327716-ehm4fgos 239 11 It -PRON- PRP cord-327716-ehm4fgos 239 12 is be VBZ cord-327716-ehm4fgos 239 13 made make VBN cord-327716-ehm4fgos 239 14 available available JJ cord-327716-ehm4fgos 239 15 under under IN cord-327716-ehm4fgos 239 16 a a DT cord-327716-ehm4fgos 239 17 author author NN cord-327716-ehm4fgos 239 18 / / SYM cord-327716-ehm4fgos 239 19 funder funder NN cord-327716-ehm4fgos 239 20 , , , cord-327716-ehm4fgos 239 21 who who WP cord-327716-ehm4fgos 239 22 has have VBZ cord-327716-ehm4fgos 239 23 granted grant VBN cord-327716-ehm4fgos 239 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 239 25 a a DT cord-327716-ehm4fgos 239 26 license license NN cord-327716-ehm4fgos 239 27 to to TO cord-327716-ehm4fgos 239 28 display display VB cord-327716-ehm4fgos 239 29 the the DT cord-327716-ehm4fgos 239 30 preprint preprint NN cord-327716-ehm4fgos 239 31 in in IN cord-327716-ehm4fgos 239 32 perpetuity perpetuity NN cord-327716-ehm4fgos 239 33 . . . cord-327716-ehm4fgos 240 1 is be VBZ cord-327716-ehm4fgos 240 2 the the DT cord-327716-ehm4fgos 240 3 ( ( -LRB- cord-327716-ehm4fgos 240 4 which which WDT cord-327716-ehm4fgos 240 5 was be VBD cord-327716-ehm4fgos 240 6 not not RB cord-327716-ehm4fgos 240 7 peer peer NN cord-327716-ehm4fgos 240 8 - - HYPH cord-327716-ehm4fgos 240 9 reviewed review VBN cord-327716-ehm4fgos 240 10 ) ) -RRB- cord-327716-ehm4fgos 241 1 The the DT cord-327716-ehm4fgos 241 2 copyright copyright NN cord-327716-ehm4fgos 241 3 holder holder NN cord-327716-ehm4fgos 241 4 for for IN cord-327716-ehm4fgos 241 5 this this DT cord-327716-ehm4fgos 241 6 preprint preprint NN cord-327716-ehm4fgos 241 7 . . . cord-327716-ehm4fgos 242 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 242 2 . . . cord-327716-ehm4fgos 243 1 1101 1101 CD cord-327716-ehm4fgos 243 2 . . . cord-327716-ehm4fgos 244 1 CC CC NNP cord-327716-ehm4fgos 244 2 - - HYPH cord-327716-ehm4fgos 244 3 BY BY NNP cord-327716-ehm4fgos 244 4 - - HYPH cord-327716-ehm4fgos 244 5 NC NC NNP cord-327716-ehm4fgos 244 6 - - HYPH cord-327716-ehm4fgos 244 7 ND ND NNP cord-327716-ehm4fgos 244 8 4.0 4.0 CD cord-327716-ehm4fgos 244 9 International international JJ cord-327716-ehm4fgos 244 10 license license NN cord-327716-ehm4fgos 244 11 It -PRON- PRP cord-327716-ehm4fgos 244 12 is be VBZ cord-327716-ehm4fgos 244 13 made make VBN cord-327716-ehm4fgos 244 14 available available JJ cord-327716-ehm4fgos 244 15 under under IN cord-327716-ehm4fgos 244 16 a a DT cord-327716-ehm4fgos 244 17 author author NN cord-327716-ehm4fgos 244 18 / / SYM cord-327716-ehm4fgos 244 19 funder funder NN cord-327716-ehm4fgos 244 20 , , , cord-327716-ehm4fgos 244 21 who who WP cord-327716-ehm4fgos 244 22 has have VBZ cord-327716-ehm4fgos 244 23 granted grant VBN cord-327716-ehm4fgos 244 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 244 25 a a DT cord-327716-ehm4fgos 244 26 license license NN cord-327716-ehm4fgos 244 27 to to TO cord-327716-ehm4fgos 244 28 display display VB cord-327716-ehm4fgos 244 29 the the DT cord-327716-ehm4fgos 244 30 preprint preprint NN cord-327716-ehm4fgos 244 31 in in IN cord-327716-ehm4fgos 244 32 perpetuity perpetuity NN cord-327716-ehm4fgos 244 33 . . . cord-327716-ehm4fgos 245 1 is be VBZ cord-327716-ehm4fgos 245 2 the the DT cord-327716-ehm4fgos 245 3 ( ( -LRB- cord-327716-ehm4fgos 245 4 which which WDT cord-327716-ehm4fgos 245 5 was be VBD cord-327716-ehm4fgos 245 6 not not RB cord-327716-ehm4fgos 245 7 peer peer NN cord-327716-ehm4fgos 245 8 - - HYPH cord-327716-ehm4fgos 245 9 reviewed review VBN cord-327716-ehm4fgos 245 10 ) ) -RRB- cord-327716-ehm4fgos 246 1 The the DT cord-327716-ehm4fgos 246 2 copyright copyright NN cord-327716-ehm4fgos 246 3 holder holder NN cord-327716-ehm4fgos 246 4 for for IN cord-327716-ehm4fgos 246 5 this this DT cord-327716-ehm4fgos 246 6 preprint preprint NN cord-327716-ehm4fgos 246 7 . . . cord-327716-ehm4fgos 247 1 CC CC NNP cord-327716-ehm4fgos 247 2 - - HYPH cord-327716-ehm4fgos 247 3 BY BY NNP cord-327716-ehm4fgos 247 4 - - HYPH cord-327716-ehm4fgos 247 5 NC NC NNP cord-327716-ehm4fgos 247 6 - - HYPH cord-327716-ehm4fgos 247 7 ND ND NNP cord-327716-ehm4fgos 247 8 4.0 4.0 CD cord-327716-ehm4fgos 247 9 International international JJ cord-327716-ehm4fgos 247 10 license license NN cord-327716-ehm4fgos 247 11 It -PRON- PRP cord-327716-ehm4fgos 247 12 is be VBZ cord-327716-ehm4fgos 247 13 made make VBN cord-327716-ehm4fgos 247 14 available available JJ cord-327716-ehm4fgos 247 15 under under IN cord-327716-ehm4fgos 247 16 a a DT cord-327716-ehm4fgos 247 17 author author NN cord-327716-ehm4fgos 247 18 / / SYM cord-327716-ehm4fgos 247 19 funder funder NN cord-327716-ehm4fgos 247 20 , , , cord-327716-ehm4fgos 247 21 who who WP cord-327716-ehm4fgos 247 22 has have VBZ cord-327716-ehm4fgos 247 23 granted grant VBN cord-327716-ehm4fgos 247 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 247 25 a a DT cord-327716-ehm4fgos 247 26 license license NN cord-327716-ehm4fgos 247 27 to to TO cord-327716-ehm4fgos 247 28 display display VB cord-327716-ehm4fgos 247 29 the the DT cord-327716-ehm4fgos 247 30 preprint preprint NN cord-327716-ehm4fgos 247 31 in in IN cord-327716-ehm4fgos 247 32 perpetuity perpetuity NN cord-327716-ehm4fgos 247 33 . . . cord-327716-ehm4fgos 248 1 is be VBZ cord-327716-ehm4fgos 248 2 the the DT cord-327716-ehm4fgos 248 3 ( ( -LRB- cord-327716-ehm4fgos 248 4 which which WDT cord-327716-ehm4fgos 248 5 was be VBD cord-327716-ehm4fgos 248 6 not not RB cord-327716-ehm4fgos 248 7 peer peer NN cord-327716-ehm4fgos 248 8 - - HYPH cord-327716-ehm4fgos 248 9 reviewed review VBN cord-327716-ehm4fgos 248 10 ) ) -RRB- cord-327716-ehm4fgos 249 1 The the DT cord-327716-ehm4fgos 249 2 copyright copyright NN cord-327716-ehm4fgos 249 3 holder holder NN cord-327716-ehm4fgos 249 4 for for IN cord-327716-ehm4fgos 249 5 this this DT cord-327716-ehm4fgos 249 6 preprint preprint NN cord-327716-ehm4fgos 249 7 . . . cord-327716-ehm4fgos 250 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 250 2 . . . cord-327716-ehm4fgos 251 1 1101 1101 CD cord-327716-ehm4fgos 251 2 Dec. December NNP cord-327716-ehm4fgos 251 3 1 1 CD cord-327716-ehm4fgos 251 4 , , , cord-327716-ehm4fgos 251 5 2019 2019 CD cord-327716-ehm4fgos 251 6 ( ( -LRB- cord-327716-ehm4fgos 251 7 Feb. February NNP cord-327716-ehm4fgos 251 8 23 23 CD cord-327716-ehm4fgos 251 9 , , , cord-327716-ehm4fgos 251 10 2020 2020 CD cord-327716-ehm4fgos 251 11 corresponds correspond VBZ cord-327716-ehm4fgos 251 12 to to IN cord-327716-ehm4fgos 251 13 the the DT cord-327716-ehm4fgos 251 14 day day NN cord-327716-ehm4fgos 251 15 when when WRB cord-327716-ehm4fgos 251 16 the the DT cord-327716-ehm4fgos 251 17 city city NN cord-327716-ehm4fgos 251 18 of of IN cord-327716-ehm4fgos 251 19 Wuhan Wuhan NNP cord-327716-ehm4fgos 251 20 was be VBD cord-327716-ehm4fgos 251 21 quarantined quarantine VBN cord-327716-ehm4fgos 251 22 . . . cord-327716-ehm4fgos 251 23 . . . cord-327716-ehm4fgos 252 1 CC CC NNP cord-327716-ehm4fgos 252 2 - - HYPH cord-327716-ehm4fgos 252 3 BY BY NNP cord-327716-ehm4fgos 252 4 - - HYPH cord-327716-ehm4fgos 252 5 NC NC NNP cord-327716-ehm4fgos 252 6 - - HYPH cord-327716-ehm4fgos 252 7 ND ND NNP cord-327716-ehm4fgos 252 8 4.0 4.0 CD cord-327716-ehm4fgos 252 9 International international JJ cord-327716-ehm4fgos 252 10 license license NN cord-327716-ehm4fgos 253 1 It -PRON- PRP cord-327716-ehm4fgos 253 2 is be VBZ cord-327716-ehm4fgos 253 3 made make VBN cord-327716-ehm4fgos 253 4 available available JJ cord-327716-ehm4fgos 253 5 under under IN cord-327716-ehm4fgos 253 6 a a DT cord-327716-ehm4fgos 253 7 author author NN cord-327716-ehm4fgos 253 8 / / SYM cord-327716-ehm4fgos 253 9 funder funder NN cord-327716-ehm4fgos 253 10 , , , cord-327716-ehm4fgos 253 11 who who WP cord-327716-ehm4fgos 253 12 has have VBZ cord-327716-ehm4fgos 253 13 granted grant VBN cord-327716-ehm4fgos 253 14 medRxiv medRxiv NNS cord-327716-ehm4fgos 253 15 a a DT cord-327716-ehm4fgos 253 16 license license NN cord-327716-ehm4fgos 253 17 to to TO cord-327716-ehm4fgos 253 18 display display VB cord-327716-ehm4fgos 253 19 the the DT cord-327716-ehm4fgos 253 20 preprint preprint NN cord-327716-ehm4fgos 253 21 in in IN cord-327716-ehm4fgos 253 22 perpetuity perpetuity NN cord-327716-ehm4fgos 253 23 . . . cord-327716-ehm4fgos 254 1 is be VBZ cord-327716-ehm4fgos 254 2 the the DT cord-327716-ehm4fgos 254 3 ( ( -LRB- cord-327716-ehm4fgos 254 4 which which WDT cord-327716-ehm4fgos 254 5 was be VBD cord-327716-ehm4fgos 254 6 not not RB cord-327716-ehm4fgos 254 7 peer peer NN cord-327716-ehm4fgos 254 8 - - HYPH cord-327716-ehm4fgos 254 9 reviewed review VBN cord-327716-ehm4fgos 254 10 ) ) -RRB- cord-327716-ehm4fgos 255 1 The the DT cord-327716-ehm4fgos 255 2 copyright copyright NN cord-327716-ehm4fgos 255 3 holder holder NN cord-327716-ehm4fgos 255 4 for for IN cord-327716-ehm4fgos 255 5 this this DT cord-327716-ehm4fgos 255 6 preprint preprint NN cord-327716-ehm4fgos 255 7 . . . cord-327716-ehm4fgos 256 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 256 2 . . . cord-327716-ehm4fgos 257 1 1101 1101 CD cord-327716-ehm4fgos 257 2 . . . cord-327716-ehm4fgos 258 1 CC CC NNP cord-327716-ehm4fgos 258 2 - - HYPH cord-327716-ehm4fgos 258 3 BY BY NNP cord-327716-ehm4fgos 258 4 - - HYPH cord-327716-ehm4fgos 258 5 NC NC NNP cord-327716-ehm4fgos 258 6 - - HYPH cord-327716-ehm4fgos 258 7 ND ND NNP cord-327716-ehm4fgos 258 8 4.0 4.0 CD cord-327716-ehm4fgos 258 9 International international JJ cord-327716-ehm4fgos 258 10 license license NN cord-327716-ehm4fgos 258 11 It -PRON- PRP cord-327716-ehm4fgos 258 12 is be VBZ cord-327716-ehm4fgos 258 13 made make VBN cord-327716-ehm4fgos 258 14 available available JJ cord-327716-ehm4fgos 258 15 under under IN cord-327716-ehm4fgos 258 16 a a DT cord-327716-ehm4fgos 258 17 author author NN cord-327716-ehm4fgos 258 18 / / SYM cord-327716-ehm4fgos 258 19 funder funder NN cord-327716-ehm4fgos 258 20 , , , cord-327716-ehm4fgos 258 21 who who WP cord-327716-ehm4fgos 258 22 has have VBZ cord-327716-ehm4fgos 258 23 granted grant VBN cord-327716-ehm4fgos 258 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 258 25 a a DT cord-327716-ehm4fgos 258 26 license license NN cord-327716-ehm4fgos 258 27 to to TO cord-327716-ehm4fgos 258 28 display display VB cord-327716-ehm4fgos 258 29 the the DT cord-327716-ehm4fgos 258 30 preprint preprint NN cord-327716-ehm4fgos 258 31 in in IN cord-327716-ehm4fgos 258 32 perpetuity perpetuity NN cord-327716-ehm4fgos 258 33 . . . cord-327716-ehm4fgos 259 1 is be VBZ cord-327716-ehm4fgos 259 2 the the DT cord-327716-ehm4fgos 259 3 ( ( -LRB- cord-327716-ehm4fgos 259 4 which which WDT cord-327716-ehm4fgos 259 5 was be VBD cord-327716-ehm4fgos 259 6 not not RB cord-327716-ehm4fgos 259 7 peer peer NN cord-327716-ehm4fgos 259 8 - - HYPH cord-327716-ehm4fgos 259 9 reviewed review VBN cord-327716-ehm4fgos 259 10 ) ) -RRB- cord-327716-ehm4fgos 260 1 The the DT cord-327716-ehm4fgos 260 2 copyright copyright NN cord-327716-ehm4fgos 260 3 holder holder NN cord-327716-ehm4fgos 260 4 for for IN cord-327716-ehm4fgos 260 5 this this DT cord-327716-ehm4fgos 260 6 preprint preprint NN cord-327716-ehm4fgos 260 7 . . . cord-327716-ehm4fgos 261 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 261 2 . . . cord-327716-ehm4fgos 262 1 1101 1101 CD cord-327716-ehm4fgos 262 2 . . . cord-327716-ehm4fgos 263 1 CC CC NNP cord-327716-ehm4fgos 263 2 - - HYPH cord-327716-ehm4fgos 263 3 BY BY NNP cord-327716-ehm4fgos 263 4 - - HYPH cord-327716-ehm4fgos 263 5 NC NC NNP cord-327716-ehm4fgos 263 6 - - HYPH cord-327716-ehm4fgos 263 7 ND ND NNP cord-327716-ehm4fgos 263 8 4.0 4.0 CD cord-327716-ehm4fgos 263 9 International international JJ cord-327716-ehm4fgos 263 10 license license NN cord-327716-ehm4fgos 263 11 It -PRON- PRP cord-327716-ehm4fgos 263 12 is be VBZ cord-327716-ehm4fgos 263 13 made make VBN cord-327716-ehm4fgos 263 14 available available JJ cord-327716-ehm4fgos 263 15 under under IN cord-327716-ehm4fgos 263 16 a a DT cord-327716-ehm4fgos 263 17 author author NN cord-327716-ehm4fgos 263 18 / / SYM cord-327716-ehm4fgos 263 19 funder funder NN cord-327716-ehm4fgos 263 20 , , , cord-327716-ehm4fgos 263 21 who who WP cord-327716-ehm4fgos 263 22 has have VBZ cord-327716-ehm4fgos 263 23 granted grant VBN cord-327716-ehm4fgos 263 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 263 25 a a DT cord-327716-ehm4fgos 263 26 license license NN cord-327716-ehm4fgos 263 27 to to TO cord-327716-ehm4fgos 263 28 display display VB cord-327716-ehm4fgos 263 29 the the DT cord-327716-ehm4fgos 263 30 preprint preprint NN cord-327716-ehm4fgos 263 31 in in IN cord-327716-ehm4fgos 263 32 perpetuity perpetuity NN cord-327716-ehm4fgos 263 33 . . . cord-327716-ehm4fgos 264 1 is be VBZ cord-327716-ehm4fgos 264 2 the the DT cord-327716-ehm4fgos 264 3 ( ( -LRB- cord-327716-ehm4fgos 264 4 which which WDT cord-327716-ehm4fgos 264 5 was be VBD cord-327716-ehm4fgos 264 6 not not RB cord-327716-ehm4fgos 264 7 peer peer NN cord-327716-ehm4fgos 264 8 - - HYPH cord-327716-ehm4fgos 264 9 reviewed review VBN cord-327716-ehm4fgos 264 10 ) ) -RRB- cord-327716-ehm4fgos 265 1 The the DT cord-327716-ehm4fgos 265 2 copyright copyright NN cord-327716-ehm4fgos 265 3 holder holder NN cord-327716-ehm4fgos 265 4 for for IN cord-327716-ehm4fgos 265 5 this this DT cord-327716-ehm4fgos 265 6 preprint preprint NN cord-327716-ehm4fgos 265 7 . . . cord-327716-ehm4fgos 266 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 266 2 . . . cord-327716-ehm4fgos 267 1 1101 1101 CD cord-327716-ehm4fgos 267 2 . . . cord-327716-ehm4fgos 268 1 CC CC NNP cord-327716-ehm4fgos 268 2 - - HYPH cord-327716-ehm4fgos 268 3 BY BY NNP cord-327716-ehm4fgos 268 4 - - HYPH cord-327716-ehm4fgos 268 5 NC NC NNP cord-327716-ehm4fgos 268 6 - - HYPH cord-327716-ehm4fgos 268 7 ND ND NNP cord-327716-ehm4fgos 268 8 4.0 4.0 CD cord-327716-ehm4fgos 268 9 International international JJ cord-327716-ehm4fgos 268 10 license license NN cord-327716-ehm4fgos 268 11 It -PRON- PRP cord-327716-ehm4fgos 268 12 is be VBZ cord-327716-ehm4fgos 268 13 made make VBN cord-327716-ehm4fgos 268 14 available available JJ cord-327716-ehm4fgos 268 15 under under IN cord-327716-ehm4fgos 268 16 a a DT cord-327716-ehm4fgos 268 17 author author NN cord-327716-ehm4fgos 268 18 / / SYM cord-327716-ehm4fgos 268 19 funder funder NN cord-327716-ehm4fgos 268 20 , , , cord-327716-ehm4fgos 268 21 who who WP cord-327716-ehm4fgos 268 22 has have VBZ cord-327716-ehm4fgos 268 23 granted grant VBN cord-327716-ehm4fgos 268 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 268 25 a a DT cord-327716-ehm4fgos 268 26 license license NN cord-327716-ehm4fgos 268 27 to to TO cord-327716-ehm4fgos 268 28 display display VB cord-327716-ehm4fgos 268 29 the the DT cord-327716-ehm4fgos 268 30 preprint preprint NN cord-327716-ehm4fgos 268 31 in in IN cord-327716-ehm4fgos 268 32 perpetuity perpetuity NN cord-327716-ehm4fgos 268 33 . . . cord-327716-ehm4fgos 269 1 is be VBZ cord-327716-ehm4fgos 269 2 the the DT cord-327716-ehm4fgos 269 3 ( ( -LRB- cord-327716-ehm4fgos 269 4 which which WDT cord-327716-ehm4fgos 269 5 was be VBD cord-327716-ehm4fgos 269 6 not not RB cord-327716-ehm4fgos 269 7 peer peer NN cord-327716-ehm4fgos 269 8 - - HYPH cord-327716-ehm4fgos 269 9 reviewed review VBN cord-327716-ehm4fgos 269 10 ) ) -RRB- cord-327716-ehm4fgos 270 1 The the DT cord-327716-ehm4fgos 270 2 copyright copyright NN cord-327716-ehm4fgos 270 3 holder holder NN cord-327716-ehm4fgos 270 4 for for IN cord-327716-ehm4fgos 270 5 this this DT cord-327716-ehm4fgos 270 6 preprint preprint NN cord-327716-ehm4fgos 270 7 . . . cord-327716-ehm4fgos 271 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 271 2 . . . cord-327716-ehm4fgos 272 1 1101 1101 CD cord-327716-ehm4fgos 272 2 . . . cord-327716-ehm4fgos 273 1 CC CC NNP cord-327716-ehm4fgos 273 2 - - HYPH cord-327716-ehm4fgos 273 3 BY BY NNP cord-327716-ehm4fgos 273 4 - - HYPH cord-327716-ehm4fgos 273 5 NC NC NNP cord-327716-ehm4fgos 273 6 - - HYPH cord-327716-ehm4fgos 273 7 ND ND NNP cord-327716-ehm4fgos 273 8 4.0 4.0 CD cord-327716-ehm4fgos 273 9 International international JJ cord-327716-ehm4fgos 273 10 license license NN cord-327716-ehm4fgos 273 11 It -PRON- PRP cord-327716-ehm4fgos 273 12 is be VBZ cord-327716-ehm4fgos 273 13 made make VBN cord-327716-ehm4fgos 273 14 available available JJ cord-327716-ehm4fgos 273 15 under under IN cord-327716-ehm4fgos 273 16 a a DT cord-327716-ehm4fgos 273 17 author author NN cord-327716-ehm4fgos 273 18 / / SYM cord-327716-ehm4fgos 273 19 funder funder NN cord-327716-ehm4fgos 273 20 , , , cord-327716-ehm4fgos 273 21 who who WP cord-327716-ehm4fgos 273 22 has have VBZ cord-327716-ehm4fgos 273 23 granted grant VBN cord-327716-ehm4fgos 273 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 273 25 a a DT cord-327716-ehm4fgos 273 26 license license NN cord-327716-ehm4fgos 273 27 to to TO cord-327716-ehm4fgos 273 28 display display VB cord-327716-ehm4fgos 273 29 the the DT cord-327716-ehm4fgos 273 30 preprint preprint NN cord-327716-ehm4fgos 273 31 in in IN cord-327716-ehm4fgos 273 32 perpetuity perpetuity NN cord-327716-ehm4fgos 273 33 . . . cord-327716-ehm4fgos 274 1 is be VBZ cord-327716-ehm4fgos 274 2 the the DT cord-327716-ehm4fgos 274 3 ( ( -LRB- cord-327716-ehm4fgos 274 4 which which WDT cord-327716-ehm4fgos 274 5 was be VBD cord-327716-ehm4fgos 274 6 not not RB cord-327716-ehm4fgos 274 7 peer peer NN cord-327716-ehm4fgos 274 8 - - HYPH cord-327716-ehm4fgos 274 9 reviewed review VBN cord-327716-ehm4fgos 274 10 ) ) -RRB- cord-327716-ehm4fgos 275 1 The the DT cord-327716-ehm4fgos 275 2 copyright copyright NN cord-327716-ehm4fgos 275 3 holder holder NN cord-327716-ehm4fgos 275 4 for for IN cord-327716-ehm4fgos 275 5 this this DT cord-327716-ehm4fgos 275 6 preprint preprint NN cord-327716-ehm4fgos 275 7 . . . cord-327716-ehm4fgos 276 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 276 2 . . . cord-327716-ehm4fgos 277 1 1101 1101 CD cord-327716-ehm4fgos 277 2 . . . cord-327716-ehm4fgos 278 1 CC CC NNP cord-327716-ehm4fgos 278 2 - - HYPH cord-327716-ehm4fgos 278 3 BY BY NNP cord-327716-ehm4fgos 278 4 - - HYPH cord-327716-ehm4fgos 278 5 NC NC NNP cord-327716-ehm4fgos 278 6 - - HYPH cord-327716-ehm4fgos 278 7 ND ND NNP cord-327716-ehm4fgos 278 8 4.0 4.0 CD cord-327716-ehm4fgos 278 9 International international JJ cord-327716-ehm4fgos 278 10 license license NN cord-327716-ehm4fgos 278 11 It -PRON- PRP cord-327716-ehm4fgos 278 12 is be VBZ cord-327716-ehm4fgos 278 13 made make VBN cord-327716-ehm4fgos 278 14 available available JJ cord-327716-ehm4fgos 278 15 under under IN cord-327716-ehm4fgos 278 16 a a DT cord-327716-ehm4fgos 278 17 author author NN cord-327716-ehm4fgos 278 18 / / SYM cord-327716-ehm4fgos 278 19 funder funder NN cord-327716-ehm4fgos 278 20 , , , cord-327716-ehm4fgos 278 21 who who WP cord-327716-ehm4fgos 278 22 has have VBZ cord-327716-ehm4fgos 278 23 granted grant VBN cord-327716-ehm4fgos 278 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 278 25 a a DT cord-327716-ehm4fgos 278 26 license license NN cord-327716-ehm4fgos 278 27 to to TO cord-327716-ehm4fgos 278 28 display display VB cord-327716-ehm4fgos 278 29 the the DT cord-327716-ehm4fgos 278 30 preprint preprint NN cord-327716-ehm4fgos 278 31 in in IN cord-327716-ehm4fgos 278 32 perpetuity perpetuity NN cord-327716-ehm4fgos 278 33 . . . cord-327716-ehm4fgos 279 1 is be VBZ cord-327716-ehm4fgos 279 2 the the DT cord-327716-ehm4fgos 279 3 ( ( -LRB- cord-327716-ehm4fgos 279 4 which which WDT cord-327716-ehm4fgos 279 5 was be VBD cord-327716-ehm4fgos 279 6 not not RB cord-327716-ehm4fgos 279 7 peer peer NN cord-327716-ehm4fgos 279 8 - - HYPH cord-327716-ehm4fgos 279 9 reviewed review VBN cord-327716-ehm4fgos 279 10 ) ) -RRB- cord-327716-ehm4fgos 280 1 The the DT cord-327716-ehm4fgos 280 2 copyright copyright NN cord-327716-ehm4fgos 280 3 holder holder NN cord-327716-ehm4fgos 280 4 for for IN cord-327716-ehm4fgos 280 5 this this DT cord-327716-ehm4fgos 280 6 preprint preprint NN cord-327716-ehm4fgos 280 7 . . . cord-327716-ehm4fgos 281 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 281 2 . . . cord-327716-ehm4fgos 282 1 1101 1101 CD cord-327716-ehm4fgos 282 2 . . . cord-327716-ehm4fgos 283 1 CC CC NNP cord-327716-ehm4fgos 283 2 - - HYPH cord-327716-ehm4fgos 283 3 BY BY NNP cord-327716-ehm4fgos 283 4 - - HYPH cord-327716-ehm4fgos 283 5 NC NC NNP cord-327716-ehm4fgos 283 6 - - HYPH cord-327716-ehm4fgos 283 7 ND ND NNP cord-327716-ehm4fgos 283 8 4.0 4.0 CD cord-327716-ehm4fgos 283 9 International international JJ cord-327716-ehm4fgos 283 10 license license NN cord-327716-ehm4fgos 283 11 It -PRON- PRP cord-327716-ehm4fgos 283 12 is be VBZ cord-327716-ehm4fgos 283 13 made make VBN cord-327716-ehm4fgos 283 14 available available JJ cord-327716-ehm4fgos 283 15 under under IN cord-327716-ehm4fgos 283 16 a a DT cord-327716-ehm4fgos 283 17 author author NN cord-327716-ehm4fgos 283 18 / / SYM cord-327716-ehm4fgos 283 19 funder funder NN cord-327716-ehm4fgos 283 20 , , , cord-327716-ehm4fgos 283 21 who who WP cord-327716-ehm4fgos 283 22 has have VBZ cord-327716-ehm4fgos 283 23 granted grant VBN cord-327716-ehm4fgos 283 24 medRxiv medRxiv NNS cord-327716-ehm4fgos 283 25 a a DT cord-327716-ehm4fgos 283 26 license license NN cord-327716-ehm4fgos 283 27 to to TO cord-327716-ehm4fgos 283 28 display display VB cord-327716-ehm4fgos 283 29 the the DT cord-327716-ehm4fgos 283 30 preprint preprint NN cord-327716-ehm4fgos 283 31 in in IN cord-327716-ehm4fgos 283 32 perpetuity perpetuity NN cord-327716-ehm4fgos 283 33 . . . cord-327716-ehm4fgos 284 1 is be VBZ cord-327716-ehm4fgos 284 2 the the DT cord-327716-ehm4fgos 284 3 ( ( -LRB- cord-327716-ehm4fgos 284 4 which which WDT cord-327716-ehm4fgos 284 5 was be VBD cord-327716-ehm4fgos 284 6 not not RB cord-327716-ehm4fgos 284 7 peer peer NN cord-327716-ehm4fgos 284 8 - - HYPH cord-327716-ehm4fgos 284 9 reviewed review VBN cord-327716-ehm4fgos 284 10 ) ) -RRB- cord-327716-ehm4fgos 285 1 The the DT cord-327716-ehm4fgos 285 2 copyright copyright NN cord-327716-ehm4fgos 285 3 holder holder NN cord-327716-ehm4fgos 285 4 for for IN cord-327716-ehm4fgos 285 5 this this DT cord-327716-ehm4fgos 285 6 preprint preprint NN cord-327716-ehm4fgos 285 7 . . . cord-327716-ehm4fgos 286 1 https://doi.org/10 https://doi.org/10 NNP cord-327716-ehm4fgos 286 2 . . . cord-327716-ehm4fgos 287 1 1101 1101 CD cord-327716-ehm4fgos 287 2 _SP cord-327716-ehm4fgos 288 1 The the DT cord-327716-ehm4fgos 288 2 first first JJ cord-327716-ehm4fgos 288 3 2019 2019 CD cord-327716-ehm4fgos 288 4 novel novel JJ cord-327716-ehm4fgos 288 5 coronavirus coronavirus NN cord-327716-ehm4fgos 288 6 case case NN cord-327716-ehm4fgos 288 7 in in IN cord-327716-ehm4fgos 288 8 Nepal Nepal NNP cord-327716-ehm4fgos 288 9 . . . cord-327716-ehm4fgos 289 1 The the DT cord-327716-ehm4fgos 289 2 Lancet Lancet NNP cord-327716-ehm4fgos 289 3 Infectious Infectious NNP cord-327716-ehm4fgos 289 4 Diseases disease NNS cord-327716-ehm4fgos 290 1 A a DT cord-327716-ehm4fgos 290 2 familial familial JJ cord-327716-ehm4fgos 290 3 cluster cluster NN cord-327716-ehm4fgos 290 4 of of IN cord-327716-ehm4fgos 290 5 pneumonia pneumonia NN cord-327716-ehm4fgos 290 6 associated associate VBN cord-327716-ehm4fgos 290 7 with with IN cord-327716-ehm4fgos 290 8 the the DT cord-327716-ehm4fgos 290 9 2019 2019 CD cord-327716-ehm4fgos 290 10 novel novel NN cord-327716-ehm4fgos 290 11 coronavirus coronavirus NN cord-327716-ehm4fgos 290 12 indicating indicate VBG cord-327716-ehm4fgos 290 13 person person NN cord-327716-ehm4fgos 290 14 - - HYPH cord-327716-ehm4fgos 290 15 to to IN cord-327716-ehm4fgos 290 16 - - HYPH cord-327716-ehm4fgos 290 17 person person NN cord-327716-ehm4fgos 290 18 transmission transmission NN cord-327716-ehm4fgos 290 19 : : : cord-327716-ehm4fgos 290 20 a a DT cord-327716-ehm4fgos 290 21 study study NN cord-327716-ehm4fgos 290 22 of of IN cord-327716-ehm4fgos 290 23 a a DT cord-327716-ehm4fgos 290 24 family family NN cord-327716-ehm4fgos 290 25 cluster cluster NN cord-327716-ehm4fgos 290 26 Complexity complexity NN cord-327716-ehm4fgos 290 27 of of IN cord-327716-ehm4fgos 290 28 the the DT cord-327716-ehm4fgos 290 29 basic basic JJ cord-327716-ehm4fgos 290 30 reproduction reproduction NN cord-327716-ehm4fgos 290 31 number number NN cord-327716-ehm4fgos 290 32 ( ( -LRB- cord-327716-ehm4fgos 290 33 R0 R0 NNP cord-327716-ehm4fgos 290 34 ) ) -RRB- cord-327716-ehm4fgos 291 1 Understanding understand VBG cord-327716-ehm4fgos 291 2 predictive predictive JJ cord-327716-ehm4fgos 291 3 information information NN cord-327716-ehm4fgos 291 4 criteria criterion NNS cord-327716-ehm4fgos 291 5 for for IN cord-327716-ehm4fgos 291 6 Bayesian bayesian JJ cord-327716-ehm4fgos 291 7 models model NNS cord-327716-ehm4fgos 291 8 Clinical clinical JJ cord-327716-ehm4fgos 291 9 characteristics characteristic NNS cord-327716-ehm4fgos 291 10 of of IN cord-327716-ehm4fgos 291 11 2019 2019 CD cord-327716-ehm4fgos 291 12 novel novel JJ cord-327716-ehm4fgos 291 13 coronavirus coronavirus NN cord-327716-ehm4fgos 291 14 infection infection NN cord-327716-ehm4fgos 291 15 in in IN cord-327716-ehm4fgos 291 16 China China NNP cord-327716-ehm4fgos 291 17 . . . cord-327716-ehm4fgos 292 1 medRxiv medRxiv NNS cord-327716-ehm4fgos 292 2 Early early JJ cord-327716-ehm4fgos 292 3 transmission transmission NN cord-327716-ehm4fgos 292 4 dynamics dynamic NNS cord-327716-ehm4fgos 292 5 in in IN cord-327716-ehm4fgos 292 6 Wuhan Wuhan NNP cord-327716-ehm4fgos 292 7 , , , cord-327716-ehm4fgos 292 8 China China NNP cord-327716-ehm4fgos 292 9 , , , cord-327716-ehm4fgos 292 10 of of IN cord-327716-ehm4fgos 292 11 novel novel JJ cord-327716-ehm4fgos 292 12 coronavirus coronavirus NN cord-327716-ehm4fgos 292 13 - - HYPH cord-327716-ehm4fgos 292 14 infected infect VBN cord-327716-ehm4fgos 292 15 pneumonia pneumonia NN cord-327716-ehm4fgos 293 1 The the DT cord-327716-ehm4fgos 293 2 extent extent NN cord-327716-ehm4fgos 293 3 of of IN cord-327716-ehm4fgos 293 4 transmission transmission NN cord-327716-ehm4fgos 293 5 of of IN cord-327716-ehm4fgos 293 6 novel novel JJ cord-327716-ehm4fgos 293 7 coronavirus coronavirus NN cord-327716-ehm4fgos 293 8 in in IN cord-327716-ehm4fgos 293 9 Wuhan Wuhan NNP cord-327716-ehm4fgos 293 10 , , , cord-327716-ehm4fgos 293 11 China China NNP cord-327716-ehm4fgos 294 1 The the DT cord-327716-ehm4fgos 294 2 Rate rate NN cord-327716-ehm4fgos 294 3 of of IN cord-327716-ehm4fgos 294 4 Underascertainment Underascertainment NNP cord-327716-ehm4fgos 294 5 of of IN cord-327716-ehm4fgos 294 6 Novel Novel NNP cord-327716-ehm4fgos 294 7 Coronavirus Coronavirus NNP cord-327716-ehm4fgos 294 8 ( ( -LRB- cord-327716-ehm4fgos 294 9 2019-nCoV 2019-ncov CD cord-327716-ehm4fgos 294 10 ) ) -RRB- cord-327716-ehm4fgos 294 11 Infection infection NN cord-327716-ehm4fgos 294 12 : : : cord-327716-ehm4fgos 294 13 Estimation estimation NN cord-327716-ehm4fgos 294 14 Using use VBG cord-327716-ehm4fgos 294 15 Japanese japanese JJ cord-327716-ehm4fgos 294 16 Passengers Passengers NNPS cord-327716-ehm4fgos 294 17 Data Data NNP cord-327716-ehm4fgos 294 18 on on IN cord-327716-ehm4fgos 294 19 Evacuation Evacuation NNP cord-327716-ehm4fgos 294 20 Flights Flights NNPS cord-327716-ehm4fgos 294 21 LSODA LSODA NNP cord-327716-ehm4fgos 294 22 ( ( -LRB- cord-327716-ehm4fgos 294 23 Livermore Livermore NNP cord-327716-ehm4fgos 294 24 solver solver NN cord-327716-ehm4fgos 294 25 of of IN cord-327716-ehm4fgos 294 26 ordinary ordinary JJ cord-327716-ehm4fgos 294 27 differential differential JJ cord-327716-ehm4fgos 294 28 equations equation NNS cord-327716-ehm4fgos 295 1 Importation importation NN cord-327716-ehm4fgos 295 2 and and CC cord-327716-ehm4fgos 295 3 human human NN cord-327716-ehm4fgos 295 4 - - HYPH cord-327716-ehm4fgos 295 5 to to IN cord-327716-ehm4fgos 295 6 - - HYPH cord-327716-ehm4fgos 295 7 human human JJ cord-327716-ehm4fgos 295 8 transmission transmission NN cord-327716-ehm4fgos 295 9 of of IN cord-327716-ehm4fgos 295 10 a a DT cord-327716-ehm4fgos 295 11 novel novel JJ cord-327716-ehm4fgos 295 12 coronavirus coronavirus NN cord-327716-ehm4fgos 295 13 in in IN cord-327716-ehm4fgos 295 14 Vietnam Vietnam NNP cord-327716-ehm4fgos 295 15 R R NNP cord-327716-ehm4fgos 295 16 : : : cord-327716-ehm4fgos 295 17 A a DT cord-327716-ehm4fgos 295 18 language language NN cord-327716-ehm4fgos 295 19 and and CC cord-327716-ehm4fgos 295 20 environment environment NN cord-327716-ehm4fgos 295 21 for for IN cord-327716-ehm4fgos 295 22 statistical statistical JJ cord-327716-ehm4fgos 295 23 computing compute VBG cord-327716-ehm4fgos 295 24 Novel Novel NNP cord-327716-ehm4fgos 295 25 coronavirus coronavirus NN cord-327716-ehm4fgos 295 26 2019-nCoV 2019-ncov CD cord-327716-ehm4fgos 295 27 : : : cord-327716-ehm4fgos 295 28 early early JJ cord-327716-ehm4fgos 295 29 estimation estimation NN cord-327716-ehm4fgos 295 30 of of IN cord-327716-ehm4fgos 295 31 epidemiological epidemiological JJ cord-327716-ehm4fgos 295 32 parameters parameter NNS cord-327716-ehm4fgos 295 33 and and CC cord-327716-ehm4fgos 295 34 epidemic epidemic NN cord-327716-ehm4fgos 295 35 predictions prediction NNS cord-327716-ehm4fgos 295 36 Python Python NNP cord-327716-ehm4fgos 295 37 reference reference NN cord-327716-ehm4fgos 295 38 manual manual NN cord-327716-ehm4fgos 295 39 Transmission transmission NN cord-327716-ehm4fgos 295 40 of of IN cord-327716-ehm4fgos 295 41 2019-nCoV 2019-ncov CD cord-327716-ehm4fgos 295 42 infection infection NN cord-327716-ehm4fgos 295 43 from from IN cord-327716-ehm4fgos 295 44 an an DT cord-327716-ehm4fgos 295 45 asymptomatic asymptomatic JJ cord-327716-ehm4fgos 295 46 contact contact NN cord-327716-ehm4fgos 295 47 in in IN cord-327716-ehm4fgos 295 48 Germany Germany NNP cord-327716-ehm4fgos 296 1 The the DT cord-327716-ehm4fgos 296 2 author author NN cord-327716-ehm4fgos 296 3 is be VBZ cord-327716-ehm4fgos 296 4 thankful thankful JJ cord-327716-ehm4fgos 296 5 to to IN cord-327716-ehm4fgos 296 6 Dr. Dr. NNP cord-327716-ehm4fgos 296 7 X.G. X.G. NNP cord-327716-ehm4fgos 296 8 for for IN cord-327716-ehm4fgos 296 9 providing provide VBG cord-327716-ehm4fgos 296 10 insights insight NNS cord-327716-ehm4fgos 296 11 into into IN cord-327716-ehm4fgos 296 12 and and CC cord-327716-ehm4fgos 296 13 firsthand firsthand RB cord-327716-ehm4fgos 296 14 _SP