id sid tid token lemma pos cord-355531-1cpli8kv 1 1 key key JJ cord-355531-1cpli8kv 1 2 : : : cord-355531-1cpli8kv 1 3 cord-355531 cord-355531 VB cord-355531-1cpli8kv 1 4 - - HYPH cord-355531-1cpli8kv 1 5 1cpli8kv 1cpli8kv CD cord-355531-1cpli8kv 1 6 authors author NNS cord-355531-1cpli8kv 1 7 : : : cord-355531-1cpli8kv 1 8 LIANG LIANG NNP cord-355531-1cpli8kv 1 9 , , , cord-355531-1cpli8kv 1 10 Jingbo Jingbo NNP cord-355531-1cpli8kv 1 11 ; ; : cord-355531-1cpli8kv 1 12 Yuan Yuan NNP cord-355531-1cpli8kv 1 13 , , , cord-355531-1cpli8kv 2 1 Hsiang Hsiang NNP cord-355531-1cpli8kv 2 2 - - HYPH cord-355531-1cpli8kv 2 3 Yu Yu NNP cord-355531-1cpli8kv 2 4 title title NN cord-355531-1cpli8kv 2 5 : : : cord-355531-1cpli8kv 2 6 The the DT cord-355531-1cpli8kv 2 7 impacts impact NNS cord-355531-1cpli8kv 2 8 of of IN cord-355531-1cpli8kv 2 9 diagnostic diagnostic JJ cord-355531-1cpli8kv 2 10 capability capability NN cord-355531-1cpli8kv 2 11 and and CC cord-355531-1cpli8kv 2 12 prevention prevention NN cord-355531-1cpli8kv 2 13 measures measure NNS cord-355531-1cpli8kv 2 14 on on IN cord-355531-1cpli8kv 2 15 transmission transmission NN cord-355531-1cpli8kv 2 16 dynamics dynamic NNS cord-355531-1cpli8kv 2 17 of of IN cord-355531-1cpli8kv 2 18 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 2 19 in in IN cord-355531-1cpli8kv 2 20 Wuhan Wuhan NNP cord-355531-1cpli8kv 2 21 date date NN cord-355531-1cpli8kv 2 22 : : : cord-355531-1cpli8kv 2 23 2020 2020 CD cord-355531-1cpli8kv 2 24 - - HYPH cord-355531-1cpli8kv 2 25 04 04 CD cord-355531-1cpli8kv 2 26 - - HYPH cord-355531-1cpli8kv 2 27 06 06 CD cord-355531-1cpli8kv 2 28 journal journal NN cord-355531-1cpli8kv 2 29 : : : cord-355531-1cpli8kv 2 30 nan nan NNP cord-355531-1cpli8kv 2 31 DOI DOI NNP cord-355531-1cpli8kv 2 32 : : : cord-355531-1cpli8kv 2 33 10.1101/2020.03.31.20049387 10.1101/2020.03.31.20049387 CD cord-355531-1cpli8kv 2 34 sha sha NNP cord-355531-1cpli8kv 2 35 : : : cord-355531-1cpli8kv 2 36 a3b3d6bd47a42fed114e4b0af5c15b4d7ffdc9f4 a3b3d6bd47a42fed114e4b0af5c15b4d7ffdc9f4 NNP cord-355531-1cpli8kv 2 37 doc_id doc_id CD cord-355531-1cpli8kv 2 38 : : : cord-355531-1cpli8kv 2 39 355531 355531 CD cord-355531-1cpli8kv 2 40 cord_uid cord_uid NNS cord-355531-1cpli8kv 2 41 : : : cord-355531-1cpli8kv 3 1 1cpli8kv 1cpli8kv CD cord-355531-1cpli8kv 4 1 Background background NN cord-355531-1cpli8kv 4 2 : : : cord-355531-1cpli8kv 5 1 Although although IN cord-355531-1cpli8kv 5 2 the the DT cord-355531-1cpli8kv 5 3 rapidly rapidly RB cord-355531-1cpli8kv 5 4 rising rise VBG cord-355531-1cpli8kv 5 5 transmission transmission NN cord-355531-1cpli8kv 5 6 trend trend NN cord-355531-1cpli8kv 5 7 of of IN cord-355531-1cpli8kv 5 8 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 5 9 in in IN cord-355531-1cpli8kv 5 10 Wuhan Wuhan NNP cord-355531-1cpli8kv 5 11 has have VBZ cord-355531-1cpli8kv 5 12 been be VBN cord-355531-1cpli8kv 5 13 controlled control VBN cord-355531-1cpli8kv 5 14 in in IN cord-355531-1cpli8kv 5 15 late late JJ cord-355531-1cpli8kv 5 16 February February NNP cord-355531-1cpli8kv 5 17 2020 2020 CD cord-355531-1cpli8kv 5 18 , , , cord-355531-1cpli8kv 5 19 the the DT cord-355531-1cpli8kv 5 20 outbreak outbreak NN cord-355531-1cpli8kv 5 21 still still RB cord-355531-1cpli8kv 5 22 caused cause VBD cord-355531-1cpli8kv 5 23 a a DT cord-355531-1cpli8kv 5 24 global global JJ cord-355531-1cpli8kv 5 25 pandemic pandemic NN cord-355531-1cpli8kv 5 26 afterward afterward RB cord-355531-1cpli8kv 5 27 . . . cord-355531-1cpli8kv 6 1 Understanding understand VBG cord-355531-1cpli8kv 6 2 Wuhan Wuhan NNP cord-355531-1cpli8kv 6 3 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 6 4 transmission transmission NN cord-355531-1cpli8kv 6 5 dynamics dynamic NNS cord-355531-1cpli8kv 6 6 and and CC cord-355531-1cpli8kv 6 7 the the DT cord-355531-1cpli8kv 6 8 effects effect NNS cord-355531-1cpli8kv 6 9 of of IN cord-355531-1cpli8kv 6 10 prevention prevention NN cord-355531-1cpli8kv 6 11 approaches approach NNS cord-355531-1cpli8kv 6 12 is be VBZ cord-355531-1cpli8kv 6 13 of of IN cord-355531-1cpli8kv 6 14 significant significant JJ cord-355531-1cpli8kv 6 15 importance importance NN cord-355531-1cpli8kv 6 16 for for IN cord-355531-1cpli8kv 6 17 containing contain VBG cord-355531-1cpli8kv 6 18 virus virus NN cord-355531-1cpli8kv 6 19 global global JJ cord-355531-1cpli8kv 6 20 transmission transmission NN cord-355531-1cpli8kv 6 21 . . . cord-355531-1cpli8kv 7 1 However however RB cord-355531-1cpli8kv 7 2 , , , cord-355531-1cpli8kv 7 3 most most JJS cord-355531-1cpli8kv 7 4 of of IN cord-355531-1cpli8kv 7 5 the the DT cord-355531-1cpli8kv 7 6 recent recent JJ cord-355531-1cpli8kv 7 7 studies study NNS cord-355531-1cpli8kv 7 8 focused focus VBD cord-355531-1cpli8kv 7 9 on on IN cord-355531-1cpli8kv 7 10 the the DT cord-355531-1cpli8kv 7 11 early early JJ cord-355531-1cpli8kv 7 12 outbreaks outbreak NNS cord-355531-1cpli8kv 7 13 without without IN cord-355531-1cpli8kv 7 14 considering consider VBG cord-355531-1cpli8kv 7 15 improvements improvement NNS cord-355531-1cpli8kv 7 16 in in IN cord-355531-1cpli8kv 7 17 diagnostic diagnostic JJ cord-355531-1cpli8kv 7 18 capability capability NN cord-355531-1cpli8kv 7 19 and and CC cord-355531-1cpli8kv 7 20 effects effect NNS cord-355531-1cpli8kv 7 21 of of IN cord-355531-1cpli8kv 7 22 prevention prevention NN cord-355531-1cpli8kv 7 23 measures measure NNS cord-355531-1cpli8kv 7 24 together together RB cord-355531-1cpli8kv 7 25 , , , cord-355531-1cpli8kv 7 26 thus thus RB cord-355531-1cpli8kv 7 27 the the DT cord-355531-1cpli8kv 7 28 estimated estimate VBN cord-355531-1cpli8kv 7 29 results result NNS cord-355531-1cpli8kv 7 30 may may MD cord-355531-1cpli8kv 7 31 only only RB cord-355531-1cpli8kv 7 32 reflect reflect VB cord-355531-1cpli8kv 7 33 the the DT cord-355531-1cpli8kv 7 34 facts fact NNS cord-355531-1cpli8kv 7 35 in in IN cord-355531-1cpli8kv 7 36 a a DT cord-355531-1cpli8kv 7 37 given give VBN cord-355531-1cpli8kv 7 38 period period NN cord-355531-1cpli8kv 7 39 of of IN cord-355531-1cpli8kv 7 40 time time NN cord-355531-1cpli8kv 7 41 . . . cord-355531-1cpli8kv 8 1 Methods method NNS cord-355531-1cpli8kv 8 2 : : : cord-355531-1cpli8kv 8 3 We -PRON- PRP cord-355531-1cpli8kv 8 4 constructed construct VBD cord-355531-1cpli8kv 8 5 a a DT cord-355531-1cpli8kv 8 6 stochastic stochastic JJ cord-355531-1cpli8kv 8 7 susceptible susceptible JJ cord-355531-1cpli8kv 8 8 - - HYPH cord-355531-1cpli8kv 8 9 exposed expose VBN cord-355531-1cpli8kv 8 10 - - HYPH cord-355531-1cpli8kv 8 11 infected infect VBN cord-355531-1cpli8kv 8 12 - - HYPH cord-355531-1cpli8kv 8 13 quarantined quarantine VBN cord-355531-1cpli8kv 8 14 - - HYPH cord-355531-1cpli8kv 8 15 recovered recover VBN cord-355531-1cpli8kv 8 16 ( ( -LRB- cord-355531-1cpli8kv 8 17 SEIQR SEIQR NNP cord-355531-1cpli8kv 8 18 ) ) -RRB- cord-355531-1cpli8kv 8 19 model model NN cord-355531-1cpli8kv 8 20 , , , cord-355531-1cpli8kv 8 21 embedding embed VBG cord-355531-1cpli8kv 8 22 with with IN cord-355531-1cpli8kv 8 23 latent latent JJ cord-355531-1cpli8kv 8 24 periods period NNS cord-355531-1cpli8kv 8 25 under under IN cord-355531-1cpli8kv 8 26 different different JJ cord-355531-1cpli8kv 8 27 prevention prevention NN cord-355531-1cpli8kv 8 28 measures measure NNS cord-355531-1cpli8kv 8 29 and and CC cord-355531-1cpli8kv 8 30 proportions proportion NNS cord-355531-1cpli8kv 8 31 of of IN cord-355531-1cpli8kv 8 32 documented document VBN cord-355531-1cpli8kv 8 33 infections infection NNS cord-355531-1cpli8kv 8 34 to to TO cord-355531-1cpli8kv 8 35 characterize characterize VB cord-355531-1cpli8kv 8 36 the the DT cord-355531-1cpli8kv 8 37 Wuhan Wuhan NNP cord-355531-1cpli8kv 8 38 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 8 39 transmission transmission NN cord-355531-1cpli8kv 8 40 cross cross VBP cord-355531-1cpli8kv 8 41 different different JJ cord-355531-1cpli8kv 8 42 stages stage NNS cord-355531-1cpli8kv 8 43 of of IN cord-355531-1cpli8kv 8 44 the the DT cord-355531-1cpli8kv 8 45 outbreak outbreak NN cord-355531-1cpli8kv 8 46 . . . cord-355531-1cpli8kv 9 1 The the DT cord-355531-1cpli8kv 9 2 epidemiological epidemiological JJ cord-355531-1cpli8kv 9 3 parameters parameter NNS cord-355531-1cpli8kv 9 4 were be VBD cord-355531-1cpli8kv 9 5 estimated estimate VBN cord-355531-1cpli8kv 9 6 using use VBG cord-355531-1cpli8kv 9 7 a a DT cord-355531-1cpli8kv 9 8 particle particle NN cord-355531-1cpli8kv 9 9 filtering filtering NN cord-355531-1cpli8kv 9 10 approach approach NN cord-355531-1cpli8kv 9 11 . . . cord-355531-1cpli8kv 10 1 Results result NNS cord-355531-1cpli8kv 10 2 : : : cord-355531-1cpli8kv 11 1 Our -PRON- PRP$ cord-355531-1cpli8kv 11 2 model model NN cord-355531-1cpli8kv 11 3 successfully successfully RB cord-355531-1cpli8kv 11 4 reproduced reproduce VBD cord-355531-1cpli8kv 11 5 the the DT cord-355531-1cpli8kv 11 6 dynamics dynamic NNS cord-355531-1cpli8kv 11 7 of of IN cord-355531-1cpli8kv 11 8 the the DT cord-355531-1cpli8kv 11 9 Wuhan Wuhan NNP cord-355531-1cpli8kv 11 10 local local JJ cord-355531-1cpli8kv 11 11 epidemic epidemic NN cord-355531-1cpli8kv 11 12 with with IN cord-355531-1cpli8kv 11 13 two two CD cord-355531-1cpli8kv 11 14 peaks peak NNS cord-355531-1cpli8kv 11 15 on on IN cord-355531-1cpli8kv 11 16 February February NNP cord-355531-1cpli8kv 11 17 4 4 CD cord-355531-1cpli8kv 11 18 and and CC cord-355531-1cpli8kv 11 19 February February NNP cord-355531-1cpli8kv 11 20 12 12 CD cord-355531-1cpli8kv 11 21 separately separately RB cord-355531-1cpli8kv 11 22 . . . cord-355531-1cpli8kv 12 1 Prevention prevention NN cord-355531-1cpli8kv 12 2 measures measure NNS cord-355531-1cpli8kv 12 3 determined determine VBD cord-355531-1cpli8kv 12 4 the the DT cord-355531-1cpli8kv 12 5 time time NN cord-355531-1cpli8kv 12 6 of of IN cord-355531-1cpli8kv 12 7 reaching reach VBG cord-355531-1cpli8kv 12 8 the the DT cord-355531-1cpli8kv 12 9 first first JJ cord-355531-1cpli8kv 12 10 peak peak NN cord-355531-1cpli8kv 12 11 and and CC cord-355531-1cpli8kv 12 12 caused cause VBD cord-355531-1cpli8kv 12 13 an an DT cord-355531-1cpli8kv 12 14 87 87 CD cord-355531-1cpli8kv 12 15 % % NN cord-355531-1cpli8kv 12 16 drop drop NN cord-355531-1cpli8kv 12 17 in in IN cord-355531-1cpli8kv 12 18 the the DT cord-355531-1cpli8kv 12 19 R_t R_t NNP cord-355531-1cpli8kv 12 20 from from IN cord-355531-1cpli8kv 12 21 3.09 3.09 CD cord-355531-1cpli8kv 12 22 ( ( -LRB- cord-355531-1cpli8kv 12 23 95 95 CD cord-355531-1cpli8kv 12 24 % % NN cord-355531-1cpli8kv 12 25 CI CI NNP cord-355531-1cpli8kv 12 26 , , , cord-355531-1cpli8kv 12 27 2.10 2.10 CD cord-355531-1cpli8kv 12 28 to to IN cord-355531-1cpli8kv 12 29 3.63 3.63 CD cord-355531-1cpli8kv 12 30 ) ) -RRB- cord-355531-1cpli8kv 12 31 to to IN cord-355531-1cpli8kv 12 32 0.41 0.41 CD cord-355531-1cpli8kv 12 33 ( ( -LRB- cord-355531-1cpli8kv 12 34 95 95 CD cord-355531-1cpli8kv 12 35 % % NN cord-355531-1cpli8kv 12 36 CI CI NNP cord-355531-1cpli8kv 12 37 , , , cord-355531-1cpli8kv 12 38 0.18 0.18 CD cord-355531-1cpli8kv 12 39 to to IN cord-355531-1cpli8kv 12 40 0.66 0.66 CD cord-355531-1cpli8kv 12 41 ) ) -RRB- cord-355531-1cpli8kv 12 42 . . . cord-355531-1cpli8kv 13 1 An an DT cord-355531-1cpli8kv 13 2 improved improved JJ cord-355531-1cpli8kv 13 3 diagnostic diagnostic JJ cord-355531-1cpli8kv 13 4 capability capability NN cord-355531-1cpli8kv 13 5 created create VBD cord-355531-1cpli8kv 13 6 the the DT cord-355531-1cpli8kv 13 7 second second JJ cord-355531-1cpli8kv 13 8 peak peak NN cord-355531-1cpli8kv 13 9 and and CC cord-355531-1cpli8kv 13 10 increased increase VBD cord-355531-1cpli8kv 13 11 the the DT cord-355531-1cpli8kv 13 12 number number NN cord-355531-1cpli8kv 13 13 of of IN cord-355531-1cpli8kv 13 14 documented document VBN cord-355531-1cpli8kv 13 15 infections infection NNS cord-355531-1cpli8kv 13 16 . . . cord-355531-1cpli8kv 14 1 The the DT cord-355531-1cpli8kv 14 2 proportion proportion NN cord-355531-1cpli8kv 14 3 of of IN cord-355531-1cpli8kv 14 4 documented document VBN cord-355531-1cpli8kv 14 5 infections infection NNS cord-355531-1cpli8kv 14 6 changed change VBN cord-355531-1cpli8kv 14 7 from from IN cord-355531-1cpli8kv 14 8 23 23 CD cord-355531-1cpli8kv 14 9 % % NN cord-355531-1cpli8kv 14 10 ( ( -LRB- cord-355531-1cpli8kv 14 11 95 95 CD cord-355531-1cpli8kv 14 12 % % NN cord-355531-1cpli8kv 14 13 CI CI NNP cord-355531-1cpli8kv 14 14 , , , cord-355531-1cpli8kv 14 15 20 20 CD cord-355531-1cpli8kv 14 16 % % NN cord-355531-1cpli8kv 14 17 to to IN cord-355531-1cpli8kv 14 18 26 26 CD cord-355531-1cpli8kv 14 19 % % NN cord-355531-1cpli8kv 14 20 ) ) -RRB- cord-355531-1cpli8kv 14 21 to to IN cord-355531-1cpli8kv 14 22 37 37 CD cord-355531-1cpli8kv 14 23 % % NN cord-355531-1cpli8kv 14 24 ( ( -LRB- cord-355531-1cpli8kv 14 25 95 95 CD cord-355531-1cpli8kv 14 26 % % NN cord-355531-1cpli8kv 14 27 CI CI NNP cord-355531-1cpli8kv 14 28 , , , cord-355531-1cpli8kv 14 29 33 33 CD cord-355531-1cpli8kv 14 30 % % NN cord-355531-1cpli8kv 14 31 to to IN cord-355531-1cpli8kv 14 32 41 41 CD cord-355531-1cpli8kv 14 33 % % NN cord-355531-1cpli8kv 14 34 ) ) -RRB- cord-355531-1cpli8kv 14 35 when when WRB cord-355531-1cpli8kv 14 36 the the DT cord-355531-1cpli8kv 14 37 detection detection NN cord-355531-1cpli8kv 14 38 kits kit NNS cord-355531-1cpli8kv 14 39 were be VBD cord-355531-1cpli8kv 14 40 released release VBN cord-355531-1cpli8kv 14 41 after after IN cord-355531-1cpli8kv 14 42 January January NNP cord-355531-1cpli8kv 14 43 26 26 CD cord-355531-1cpli8kv 14 44 , , , cord-355531-1cpli8kv 14 45 and and CC cord-355531-1cpli8kv 14 46 later later RB cord-355531-1cpli8kv 14 47 up up IN cord-355531-1cpli8kv 14 48 to to IN cord-355531-1cpli8kv 14 49 73 73 CD cord-355531-1cpli8kv 14 50 % % NN cord-355531-1cpli8kv 14 51 ( ( -LRB- cord-355531-1cpli8kv 14 52 95 95 CD cord-355531-1cpli8kv 14 53 % % NN cord-355531-1cpli8kv 14 54 CI CI NNP cord-355531-1cpli8kv 14 55 , , , cord-355531-1cpli8kv 14 56 64 64 CD cord-355531-1cpli8kv 14 57 % % NN cord-355531-1cpli8kv 14 58 to to TO cord-355531-1cpli8kv 14 59 80 80 CD cord-355531-1cpli8kv 14 60 % % NN cord-355531-1cpli8kv 14 61 ) ) -RRB- cord-355531-1cpli8kv 14 62 after after IN cord-355531-1cpli8kv 14 63 the the DT cord-355531-1cpli8kv 14 64 diagnostic diagnostic JJ cord-355531-1cpli8kv 14 65 criteria criterion NNS cord-355531-1cpli8kv 14 66 were be VBD cord-355531-1cpli8kv 14 67 improved improve VBN cord-355531-1cpli8kv 14 68 . . . cord-355531-1cpli8kv 15 1 Coronavirus Coronavirus NNP cord-355531-1cpli8kv 15 2 disease disease NN cord-355531-1cpli8kv 15 3 2019 2019 CD cord-355531-1cpli8kv 16 1 ( ( -LRB- cord-355531-1cpli8kv 16 2 COVID- COVID- NNP cord-355531-1cpli8kv 16 3 19 19 CD cord-355531-1cpli8kv 16 4 ) ) -RRB- cord-355531-1cpli8kv 16 5 , , , cord-355531-1cpli8kv 16 6 identified identify VBN cord-355531-1cpli8kv 16 7 originally originally RB cord-355531-1cpli8kv 16 8 in in IN cord-355531-1cpli8kv 16 9 the the DT cord-355531-1cpli8kv 16 10 city city NN cord-355531-1cpli8kv 16 11 of of IN cord-355531-1cpli8kv 16 12 Wuhan Wuhan NNP cord-355531-1cpli8kv 16 13 , , , cord-355531-1cpli8kv 16 14 Hubei Hubei NNP cord-355531-1cpli8kv 16 15 province province NN cord-355531-1cpli8kv 16 16 in in IN cord-355531-1cpli8kv 16 17 China China NNP cord-355531-1cpli8kv 16 18 in in IN cord-355531-1cpli8kv 16 19 2019 2019 CD cord-355531-1cpli8kv 16 20 December December NNP cord-355531-1cpli8kv 16 21 , , , cord-355531-1cpli8kv 16 22 has have VBZ cord-355531-1cpli8kv 16 23 been be VBN cord-355531-1cpli8kv 16 24 causing cause VBG cord-355531-1cpli8kv 16 25 concern concern NN cord-355531-1cpli8kv 16 26 of of IN cord-355531-1cpli8kv 16 27 global global JJ cord-355531-1cpli8kv 16 28 pandemic pandemic NN cord-355531-1cpli8kv 16 29 1 1 CD cord-355531-1cpli8kv 16 30 -2 -2 CD cord-355531-1cpli8kv 16 31 . . . cord-355531-1cpli8kv 17 1 As as IN cord-355531-1cpli8kv 17 2 the the DT cord-355531-1cpli8kv 17 3 disease disease NN cord-355531-1cpli8kv 17 4 continues continue VBZ cord-355531-1cpli8kv 17 5 to to TO cord-355531-1cpli8kv 17 6 grow grow VB cord-355531-1cpli8kv 17 7 , , , cord-355531-1cpli8kv 17 8 many many JJ cord-355531-1cpli8kv 17 9 studies study NNS cord-355531-1cpli8kv 17 10 have have VBP cord-355531-1cpli8kv 17 11 characterized characterize VBN cord-355531-1cpli8kv 17 12 disease disease NN cord-355531-1cpli8kv 17 13 transmission transmission NN cord-355531-1cpli8kv 17 14 dynamics dynamic NNS cord-355531-1cpli8kv 17 15 and and CC cord-355531-1cpli8kv 17 16 estimated estimate VBD cord-355531-1cpli8kv 17 17 certain certain JJ cord-355531-1cpli8kv 17 18 important important JJ cord-355531-1cpli8kv 17 19 epidemiological epidemiological JJ cord-355531-1cpli8kv 17 20 properties property NNS cord-355531-1cpli8kv 17 21 , , , cord-355531-1cpli8kv 17 22 including include VBG cord-355531-1cpli8kv 17 23 the the DT cord-355531-1cpli8kv 17 24 basic basic JJ cord-355531-1cpli8kv 17 25 reproductive reproductive JJ cord-355531-1cpli8kv 17 26 number number NN cord-355531-1cpli8kv 17 27 R0 R0 NNP cord-355531-1cpli8kv 17 28 and and CC cord-355531-1cpli8kv 17 29 the the DT cord-355531-1cpli8kv 17 30 number number NN cord-355531-1cpli8kv 17 31 of of IN cord-355531-1cpli8kv 17 32 actual actual JJ cord-355531-1cpli8kv 17 33 infections infection NNS cord-355531-1cpli8kv 17 34 [ [ -LRB- cord-355531-1cpli8kv 17 35 1 1 CD cord-355531-1cpli8kv 17 36 ] ] -RRB- cord-355531-1cpli8kv 17 37 [ [ -LRB- cord-355531-1cpli8kv 17 38 2 2 CD cord-355531-1cpli8kv 17 39 ] ] -RRB- cord-355531-1cpli8kv 17 40 [ [ -LRB- cord-355531-1cpli8kv 17 41 3 3 CD cord-355531-1cpli8kv 17 42 ] ] -RRB- cord-355531-1cpli8kv 17 43 [ [ -LRB- cord-355531-1cpli8kv 17 44 4 4 CD cord-355531-1cpli8kv 17 45 ] ] -RRB- cord-355531-1cpli8kv 17 46 [ [ -LRB- cord-355531-1cpli8kv 17 47 5 5 CD cord-355531-1cpli8kv 17 48 ] ] -RRB- cord-355531-1cpli8kv 17 49 [ [ -LRB- cord-355531-1cpli8kv 17 50 6 6 CD cord-355531-1cpli8kv 17 51 ] ] -RRB- cord-355531-1cpli8kv 17 52 [ [ -LRB- cord-355531-1cpli8kv 17 53 7 7 CD cord-355531-1cpli8kv 17 54 ] ] -RRB- cord-355531-1cpli8kv 17 55 . . . cord-355531-1cpli8kv 18 1 The the DT cord-355531-1cpli8kv 18 2 estimation estimation NN cord-355531-1cpli8kv 18 3 of of IN cord-355531-1cpli8kv 18 4 transmissibility transmissibility NN cord-355531-1cpli8kv 18 5 R0 R0 NNP cord-355531-1cpli8kv 18 6 is be VBZ cord-355531-1cpli8kv 18 7 important important JJ cord-355531-1cpli8kv 18 8 because because IN cord-355531-1cpli8kv 18 9 the the DT cord-355531-1cpli8kv 18 10 level level NN cord-355531-1cpli8kv 18 11 of of IN cord-355531-1cpli8kv 18 12 control control NN cord-355531-1cpli8kv 18 13 measures measure NNS cord-355531-1cpli8kv 18 14 required require VBN cord-355531-1cpli8kv 18 15 to to TO cord-355531-1cpli8kv 18 16 contain contain VB cord-355531-1cpli8kv 18 17 the the DT cord-355531-1cpli8kv 18 18 outbreak outbreak NN cord-355531-1cpli8kv 18 19 can can MD cord-355531-1cpli8kv 18 20 thus thus RB cord-355531-1cpli8kv 18 21 be be VB cord-355531-1cpli8kv 18 22 obtained obtain VBN cord-355531-1cpli8kv 18 23 6 6 CD cord-355531-1cpli8kv 18 24 . . . cord-355531-1cpli8kv 19 1 Although although IN cord-355531-1cpli8kv 19 2 a a DT cord-355531-1cpli8kv 19 3 wide wide JJ cord-355531-1cpli8kv 19 4 range range NN cord-355531-1cpli8kv 19 5 of of IN cord-355531-1cpli8kv 19 6 the the DT cord-355531-1cpli8kv 19 7 R0 R0 NNP cord-355531-1cpli8kv 19 8 was be VBD cord-355531-1cpli8kv 19 9 produced produce VBN cord-355531-1cpli8kv 19 10 after after IN cord-355531-1cpli8kv 19 11 the the DT cord-355531-1cpli8kv 19 12 disease disease NN cord-355531-1cpli8kv 19 13 dynamics dynamic NNS cord-355531-1cpli8kv 19 14 occurred occur VBD cord-355531-1cpli8kv 19 15 in in IN cord-355531-1cpli8kv 19 16 Wuhan Wuhan NNP cord-355531-1cpli8kv 19 17 , , , cord-355531-1cpli8kv 19 18 most most JJS cord-355531-1cpli8kv 19 19 of of IN cord-355531-1cpli8kv 19 20 the the DT cord-355531-1cpli8kv 19 21 studies study NNS cord-355531-1cpli8kv 19 22 focused focus VBN cord-355531-1cpli8kv 19 23 on on IN cord-355531-1cpli8kv 19 24 early early JJ cord-355531-1cpli8kv 19 25 transmission transmission NN cord-355531-1cpli8kv 19 26 dynamics dynamic NNS cord-355531-1cpli8kv 19 27 1 1 CD cord-355531-1cpli8kv 19 28 , , , cord-355531-1cpli8kv 19 29 4 4 CD cord-355531-1cpli8kv 19 30 , , , cord-355531-1cpli8kv 19 31 6 6 CD cord-355531-1cpli8kv 19 32 , , , cord-355531-1cpli8kv 19 33 8 8 CD cord-355531-1cpli8kv 19 34 . . . cord-355531-1cpli8kv 20 1 Characterizing characterize VBG cord-355531-1cpli8kv 20 2 the the DT cord-355531-1cpli8kv 20 3 transmissibility transmissibility NN cord-355531-1cpli8kv 20 4 after after IN cord-355531-1cpli8kv 20 5 initial initial JJ cord-355531-1cpli8kv 20 6 periods period NNS cord-355531-1cpli8kv 20 7 when when WRB cord-355531-1cpli8kv 20 8 the the DT cord-355531-1cpli8kv 20 9 control control NN cord-355531-1cpli8kv 20 10 measures measure NNS cord-355531-1cpli8kv 20 11 have have VBP cord-355531-1cpli8kv 20 12 been be VBN cord-355531-1cpli8kv 20 13 put put VBN cord-355531-1cpli8kv 20 14 in in IN cord-355531-1cpli8kv 20 15 place place NN cord-355531-1cpli8kv 20 16 and and CC cord-355531-1cpli8kv 20 17 the the DT cord-355531-1cpli8kv 20 18 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 20 19 detection detection NN cord-355531-1cpli8kv 20 20 capability capability NN cord-355531-1cpli8kv 20 21 has have VBZ cord-355531-1cpli8kv 20 22 been be VBN cord-355531-1cpli8kv 20 23 improved improve VBN cord-355531-1cpli8kv 20 24 is be VBZ cord-355531-1cpli8kv 20 25 important important JJ cord-355531-1cpli8kv 20 26 to to TO cord-355531-1cpli8kv 20 27 understand understand VB cord-355531-1cpli8kv 20 28 the the DT cord-355531-1cpli8kv 20 29 effect effect NN cord-355531-1cpli8kv 20 30 of of IN cord-355531-1cpli8kv 20 31 those those DT cord-355531-1cpli8kv 20 32 measures measure NNS cord-355531-1cpli8kv 20 33 4 4 CD cord-355531-1cpli8kv 20 34 . . . cord-355531-1cpli8kv 21 1 However however RB cord-355531-1cpli8kv 21 2 , , , cord-355531-1cpli8kv 21 3 none none NN cord-355531-1cpli8kv 21 4 of of IN cord-355531-1cpli8kv 21 5 the the DT cord-355531-1cpli8kv 21 6 studies study NNS cord-355531-1cpli8kv 21 7 has have VBZ cord-355531-1cpli8kv 21 8 considered consider VBN cord-355531-1cpli8kv 21 9 the the DT cord-355531-1cpli8kv 21 10 changes change NNS cord-355531-1cpli8kv 21 11 in in IN cord-355531-1cpli8kv 21 12 both both DT cord-355531-1cpli8kv 21 13 prevention prevention NN cord-355531-1cpli8kv 21 14 measures measure NNS cord-355531-1cpli8kv 21 15 and and CC cord-355531-1cpli8kv 21 16 detection detection NN cord-355531-1cpli8kv 21 17 capability capability NN cord-355531-1cpli8kv 21 18 . . . cord-355531-1cpli8kv 22 1 As as IN cord-355531-1cpli8kv 22 2 of of IN cord-355531-1cpli8kv 22 3 January January NNP cord-355531-1cpli8kv 22 4 22 22 CD cord-355531-1cpli8kv 22 5 , , , cord-355531-1cpli8kv 22 6 2020 2020 CD cord-355531-1cpli8kv 22 7 , , , cord-355531-1cpli8kv 22 8 the the DT cord-355531-1cpli8kv 22 9 virus virus NN cord-355531-1cpli8kv 22 10 has have VBZ cord-355531-1cpli8kv 22 11 infected infect VBN cord-355531-1cpli8kv 22 12 571 571 CD cord-355531-1cpli8kv 22 13 individuals individual NNS cord-355531-1cpli8kv 22 14 in in IN cord-355531-1cpli8kv 22 15 China China NNP cord-355531-1cpli8kv 22 16 , , , cord-355531-1cpli8kv 22 17 including include VBG cord-355531-1cpli8kv 22 18 around around IN cord-355531-1cpli8kv 22 19 74.4 74.4 CD cord-355531-1cpli8kv 22 20 percent percent NN cord-355531-1cpli8kv 22 21 of of IN cord-355531-1cpli8kv 22 22 cases case NNS cord-355531-1cpli8kv 22 23 within within IN cord-355531-1cpli8kv 22 24 Wuhan Wuhan NNP cord-355531-1cpli8kv 22 25 9 9 CD cord-355531-1cpli8kv 22 26 10 10 CD cord-355531-1cpli8kv 22 27 . . . cord-355531-1cpli8kv 23 1 Transportation transportation NN cord-355531-1cpli8kv 23 2 restrictions restriction NNS cord-355531-1cpli8kv 23 3 were be VBD cord-355531-1cpli8kv 23 4 implemented implement VBN cord-355531-1cpli8kv 23 5 in in IN cord-355531-1cpli8kv 23 6 Wuhan Wuhan NNP cord-355531-1cpli8kv 23 7 after after IN cord-355531-1cpli8kv 23 8 January January NNP cord-355531-1cpli8kv 23 9 23 23 CD cord-355531-1cpli8kv 23 10 11 11 CD cord-355531-1cpli8kv 23 11 . . . cord-355531-1cpli8kv 24 1 Many many JJ cord-355531-1cpli8kv 24 2 studies study NNS cord-355531-1cpli8kv 24 3 have have VBP cord-355531-1cpli8kv 24 4 illustrated illustrate VBN cord-355531-1cpli8kv 24 5 the the DT cord-355531-1cpli8kv 24 6 effects effect NNS cord-355531-1cpli8kv 24 7 of of IN cord-355531-1cpli8kv 24 8 Wuhan Wuhan NNP cord-355531-1cpli8kv 24 9 lockdown lockdown NN cord-355531-1cpli8kv 24 10 on on IN cord-355531-1cpli8kv 24 11 disease disease NN cord-355531-1cpli8kv 24 12 spreading spread VBG cord-355531-1cpli8kv 24 13 to to IN cord-355531-1cpli8kv 24 14 other other JJ cord-355531-1cpli8kv 24 15 places place NNS cord-355531-1cpli8kv 24 16 6 6 CD cord-355531-1cpli8kv 24 17 12 12 CD cord-355531-1cpli8kv 24 18 13 13 CD cord-355531-1cpli8kv 24 19 14 14 CD cord-355531-1cpli8kv 24 20 ; ; : cord-355531-1cpli8kv 24 21 however however RB cord-355531-1cpli8kv 24 22 , , , cord-355531-1cpli8kv 24 23 few few JJ cord-355531-1cpli8kv 24 24 studies study NNS cord-355531-1cpli8kv 24 25 investigated investigate VBD cord-355531-1cpli8kv 24 26 the the DT cord-355531-1cpli8kv 24 27 contribution contribution NN cord-355531-1cpli8kv 24 28 of of IN cord-355531-1cpli8kv 24 29 transportation transportation NN cord-355531-1cpli8kv 24 30 restriction restriction NN cord-355531-1cpli8kv 24 31 in in IN cord-355531-1cpli8kv 24 32 local local JJ cord-355531-1cpli8kv 24 33 transmission transmission NN cord-355531-1cpli8kv 24 34 dynamics dynamic NNS cord-355531-1cpli8kv 24 35 15 15 CD cord-355531-1cpli8kv 24 36 . . . cord-355531-1cpli8kv 25 1 Changes change NNS cord-355531-1cpli8kv 25 2 in in IN cord-355531-1cpli8kv 25 3 detection detection NN cord-355531-1cpli8kv 25 4 capability capability NN cord-355531-1cpli8kv 25 5 can can MD cord-355531-1cpli8kv 25 6 largely largely RB cord-355531-1cpli8kv 25 7 affect affect VB cord-355531-1cpli8kv 25 8 the the DT cord-355531-1cpli8kv 25 9 proportion proportion NN cord-355531-1cpli8kv 25 10 of of IN cord-355531-1cpli8kv 25 11 documented document VBN cord-355531-1cpli8kv 25 12 infections infection NNS cord-355531-1cpli8kv 25 13 . . . cord-355531-1cpli8kv 26 1 A a DT cord-355531-1cpli8kv 26 2 recent recent JJ cord-355531-1cpli8kv 26 3 study study NN cord-355531-1cpli8kv 26 4 had have VBD cord-355531-1cpli8kv 26 5 shown show VBN cord-355531-1cpli8kv 26 6 that that IN cord-355531-1cpli8kv 26 7 the the DT cord-355531-1cpli8kv 26 8 number number NN cord-355531-1cpli8kv 26 9 of of IN cord-355531-1cpli8kv 26 10 cases case NNS cord-355531-1cpli8kv 26 11 was be VBD cord-355531-1cpli8kv 26 12 largely largely RB cord-355531-1cpli8kv 26 13 underestimated underestimate VBN cord-355531-1cpli8kv 26 14 and and CC cord-355531-1cpli8kv 26 15 more more JJR cord-355531-1cpli8kv 26 16 than than IN cord-355531-1cpli8kv 26 17 80 80 CD cord-355531-1cpli8kv 26 18 % % NN cord-355531-1cpli8kv 26 19 of of IN cord-355531-1cpli8kv 26 20 infections infection NNS cord-355531-1cpli8kv 26 21 were be VBD cord-355531-1cpli8kv 26 22 not not RB cord-355531-1cpli8kv 26 23 documented document VBN cord-355531-1cpli8kv 26 24 during during IN cord-355531-1cpli8kv 26 25 the the DT cord-355531-1cpli8kv 26 26 initial initial JJ cord-355531-1cpli8kv 26 27 periods period NNS cord-355531-1cpli8kv 26 28 when when WRB cord-355531-1cpli8kv 26 29 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 26 30 was be VBD cord-355531-1cpli8kv 26 31 just just RB cord-355531-1cpli8kv 26 32 discovered discover VBN cord-355531-1cpli8kv 26 33 to to TO cord-355531-1cpli8kv 26 34 be be VB cord-355531-1cpli8kv 26 35 the the DT cord-355531-1cpli8kv 26 36 causal causal JJ cord-355531-1cpli8kv 26 37 agent agent NN cord-355531-1cpli8kv 26 38 16 16 CD cord-355531-1cpli8kv 26 39 . . . cord-355531-1cpli8kv 27 1 After after IN cord-355531-1cpli8kv 27 2 the the DT cord-355531-1cpli8kv 27 3 introduction introduction NN cord-355531-1cpli8kv 27 4 of of IN cord-355531-1cpli8kv 27 5 new new JJ cord-355531-1cpli8kv 27 6 commercial commercial JJ cord-355531-1cpli8kv 27 7 kits kit NNS cord-355531-1cpli8kv 27 8 to to TO cord-355531-1cpli8kv 27 9 provide provide VB cord-355531-1cpli8kv 27 10 a a DT cord-355531-1cpli8kv 27 11 higher high JJR cord-355531-1cpli8kv 27 12 diagnosis diagnosis NN cord-355531-1cpli8kv 27 13 rate rate NN cord-355531-1cpli8kv 27 14 17 17 CD cord-355531-1cpli8kv 27 15 and and CC cord-355531-1cpli8kv 27 16 the the DT cord-355531-1cpli8kv 27 17 improvements improvement NNS cord-355531-1cpli8kv 27 18 of of IN cord-355531-1cpli8kv 27 19 diagnostic diagnostic JJ cord-355531-1cpli8kv 27 20 criteria criterion NNS cord-355531-1cpli8kv 27 21 18 18 CD cord-355531-1cpli8kv 27 22 ( ( -LRB- cord-355531-1cpli8kv 27 23 Figure figure NN cord-355531-1cpli8kv 27 24 1 1 CD cord-355531-1cpli8kv 27 25 ) ) -RRB- cord-355531-1cpli8kv 27 26 , , , cord-355531-1cpli8kv 27 27 the the DT cord-355531-1cpli8kv 27 28 capacity capacity NN cord-355531-1cpli8kv 27 29 of of IN cord-355531-1cpli8kv 27 30 diagnosis diagnosis NN cord-355531-1cpli8kv 27 31 has have VBZ cord-355531-1cpli8kv 27 32 been be VBN cord-355531-1cpli8kv 27 33 gradually gradually RB cord-355531-1cpli8kv 27 34 increased increase VBN cord-355531-1cpli8kv 27 35 . . . cord-355531-1cpli8kv 28 1 The the DT cord-355531-1cpli8kv 28 2 proportion proportion NN cord-355531-1cpli8kv 28 3 of of IN cord-355531-1cpli8kv 28 4 documented document VBN cord-355531-1cpli8kv 28 5 infections infection NNS cord-355531-1cpli8kv 28 6 raised raise VBN cord-355531-1cpli8kv 28 7 as as IN cord-355531-1cpli8kv 28 8 the the DT cord-355531-1cpli8kv 28 9 capacity capacity NN cord-355531-1cpli8kv 28 10 of of IN cord-355531-1cpli8kv 28 11 diagnosis diagnosis NN cord-355531-1cpli8kv 28 12 progressed progress VBD cord-355531-1cpli8kv 28 13 . . . cord-355531-1cpli8kv 29 1 E.g. e.g. RB cord-355531-1cpli8kv 29 2 , , , cord-355531-1cpli8kv 29 3 a a DT cord-355531-1cpli8kv 29 4 higher high JJR cord-355531-1cpli8kv 29 5 diagnosis diagnosis NN cord-355531-1cpli8kv 29 6 or or CC cord-355531-1cpli8kv 29 7 healthcare healthcare NN cord-355531-1cpli8kv 29 8 capacity capacity NN cord-355531-1cpli8kv 29 9 indicates indicate VBZ cord-355531-1cpli8kv 29 10 that that IN cord-355531-1cpli8kv 29 11 the the DT cord-355531-1cpli8kv 29 12 proportion proportion NN cord-355531-1cpli8kv 29 13 of of IN cord-355531-1cpli8kv 29 14 documented document VBN cord-355531-1cpli8kv 29 15 infections infection NNS cord-355531-1cpli8kv 29 16 can can MD cord-355531-1cpli8kv 29 17 be be VB cord-355531-1cpli8kv 29 18 higher high JJR cord-355531-1cpli8kv 29 19 given give VBN cord-355531-1cpli8kv 29 20 the the DT cord-355531-1cpli8kv 29 21 same same JJ cord-355531-1cpli8kv 29 22 amount amount NN cord-355531-1cpli8kv 29 23 of of IN cord-355531-1cpli8kv 29 24 infected infected JJ cord-355531-1cpli8kv 29 25 persons person NNS cord-355531-1cpli8kv 29 26 ; ; : cord-355531-1cpli8kv 29 27 Consequently consequently RB cord-355531-1cpli8kv 29 28 , , , cord-355531-1cpli8kv 29 29 along along IN cord-355531-1cpli8kv 29 30 with with IN cord-355531-1cpli8kv 29 31 the the DT cord-355531-1cpli8kv 29 32 epidemic epidemic NN cord-355531-1cpli8kv 29 33 growth growth NN cord-355531-1cpli8kv 29 34 , , , cord-355531-1cpli8kv 29 35 a a DT cord-355531-1cpli8kv 29 36 higher high JJR cord-355531-1cpli8kv 29 37 number number NN cord-355531-1cpli8kv 29 38 of of IN cord-355531-1cpli8kv 29 39 cases case NNS cord-355531-1cpli8kv 29 40 can can MD cord-355531-1cpli8kv 29 41 thus thus RB cord-355531-1cpli8kv 29 42 be be VB cord-355531-1cpli8kv 29 43 documented document VBN cord-355531-1cpli8kv 29 44 . . . cord-355531-1cpli8kv 30 1 One one CD cord-355531-1cpli8kv 30 2 of of IN cord-355531-1cpli8kv 30 3 the the DT cord-355531-1cpli8kv 30 4 benefits benefit NNS cord-355531-1cpli8kv 30 5 of of IN cord-355531-1cpli8kv 30 6 using use VBG cord-355531-1cpli8kv 30 7 transmission transmission NN cord-355531-1cpli8kv 30 8 models model NNS cord-355531-1cpli8kv 30 9 , , , cord-355531-1cpli8kv 30 10 such such JJ cord-355531-1cpli8kv 30 11 as as IN cord-355531-1cpli8kv 30 12 SIR SIR NNP cord-355531-1cpli8kv 30 13 or or CC cord-355531-1cpli8kv 30 14 SEIR SEIR NNP cord-355531-1cpli8kv 30 15 , , , cord-355531-1cpli8kv 30 16 to to TO cord-355531-1cpli8kv 30 17 estimate estimate VB cord-355531-1cpli8kv 30 18 R r NN cord-355531-1cpli8kv 30 19 e e NN cord-355531-1cpli8kv 30 20 is be VBZ cord-355531-1cpli8kv 30 21 that that IN cord-355531-1cpli8kv 30 22 many many JJ cord-355531-1cpli8kv 30 23 complex complex JJ cord-355531-1cpli8kv 30 24 epidemiological epidemiological JJ cord-355531-1cpli8kv 30 25 factors factor NNS cord-355531-1cpli8kv 30 26 and and CC cord-355531-1cpli8kv 30 27 control control NN cord-355531-1cpli8kv 30 28 measures measure NNS cord-355531-1cpli8kv 30 29 can can MD cord-355531-1cpli8kv 30 30 be be VB cord-355531-1cpli8kv 30 31 naturally naturally RB cord-355531-1cpli8kv 30 32 incorporated incorporate VBN cord-355531-1cpli8kv 30 33 . . . cord-355531-1cpli8kv 31 1 The the DT cord-355531-1cpli8kv 31 2 inclusion inclusion NN cord-355531-1cpli8kv 31 3 of of IN cord-355531-1cpli8kv 31 4 the the DT cord-355531-1cpli8kv 31 5 infectious infectious JJ cord-355531-1cpli8kv 31 6 incubation incubation NN cord-355531-1cpli8kv 31 7 period period NN cord-355531-1cpli8kv 31 8 , , , cord-355531-1cpli8kv 31 9 during during IN cord-355531-1cpli8kv 31 10 which which WDT cord-355531-1cpli8kv 31 11 an an DT cord-355531-1cpli8kv 31 12 infected infected JJ cord-355531-1cpli8kv 31 13 individual individual NN cord-355531-1cpli8kv 31 14 has have VBZ cord-355531-1cpli8kv 31 15 no no DT cord-355531-1cpli8kv 31 16 symptoms symptom NNS cord-355531-1cpli8kv 31 17 , , , cord-355531-1cpli8kv 31 18 but but CC cord-355531-1cpli8kv 31 19 can can MD cord-355531-1cpli8kv 31 20 infect infect VB cord-355531-1cpli8kv 31 21 others other NNS cord-355531-1cpli8kv 31 22 , , , cord-355531-1cpli8kv 31 23 may may MD cord-355531-1cpli8kv 31 24 affect affect VB cord-355531-1cpli8kv 31 25 transmissibility transmissibility NN cord-355531-1cpli8kv 31 26 estimation estimation NN cord-355531-1cpli8kv 31 27 . . . cord-355531-1cpli8kv 32 1 Studies study NNS cord-355531-1cpli8kv 32 2 have have VBP cord-355531-1cpli8kv 32 3 shown show VBN cord-355531-1cpli8kv 32 4 the the DT cord-355531-1cpli8kv 32 5 presence presence NN cord-355531-1cpli8kv 32 6 of of IN cord-355531-1cpli8kv 32 7 the the DT cord-355531-1cpli8kv 32 8 incubation incubation NN cord-355531-1cpli8kv 32 9 infections infection NNS cord-355531-1cpli8kv 32 10 of of IN cord-355531-1cpli8kv 32 11 COVID-19 covid-19 CD cord-355531-1cpli8kv 32 12 19 19 CD cord-355531-1cpli8kv 32 13 . . . cord-355531-1cpli8kv 33 1 Specifically specifically RB cord-355531-1cpli8kv 33 2 , , , cord-355531-1cpli8kv 33 3 a a DT cord-355531-1cpli8kv 33 4 recent recent JJ cord-355531-1cpli8kv 33 5 study study NN cord-355531-1cpli8kv 33 6 reported report VBD cord-355531-1cpli8kv 33 7 a a DT cord-355531-1cpli8kv 33 8 20-year 20-year JJ cord-355531-1cpli8kv 33 9 - - HYPH cord-355531-1cpli8kv 33 10 old old JJ cord-355531-1cpli8kv 33 11 woman woman NN cord-355531-1cpli8kv 33 12 from from IN cord-355531-1cpli8kv 33 13 Wuhan Wuhan NNP cord-355531-1cpli8kv 33 14 passed pass VBD cord-355531-1cpli8kv 33 15 it -PRON- PRP cord-355531-1cpli8kv 33 16 to to IN cord-355531-1cpli8kv 33 17 five five CD cord-355531-1cpli8kv 33 18 of of IN cord-355531-1cpli8kv 33 19 her -PRON- PRP$ cord-355531-1cpli8kv 33 20 family family NN cord-355531-1cpli8kv 33 21 members member NNS cord-355531-1cpli8kv 33 22 but but CC cord-355531-1cpli8kv 33 23 never never RB cord-355531-1cpli8kv 33 24 got get VBD cord-355531-1cpli8kv 33 25 physically physically RB cord-355531-1cpli8kv 33 26 sick sick JJ cord-355531-1cpli8kv 33 27 herself -PRON- PRP cord-355531-1cpli8kv 33 28 20 20 CD cord-355531-1cpli8kv 33 29 . . . cord-355531-1cpli8kv 34 1 Another another DT cord-355531-1cpli8kv 34 2 study study NN cord-355531-1cpli8kv 34 3 in in IN cord-355531-1cpli8kv 34 4 Germany Germany NNP cord-355531-1cpli8kv 34 5 reported report VBD cord-355531-1cpli8kv 34 6 that that IN cord-355531-1cpli8kv 34 7 a a DT cord-355531-1cpli8kv 34 8 case case NN cord-355531-1cpli8kv 34 9 with with IN cord-355531-1cpli8kv 34 10 mild mild JJ cord-355531-1cpli8kv 34 11 symptoms symptom NNS cord-355531-1cpli8kv 34 12 infected infect VBD cord-355531-1cpli8kv 34 13 two two CD cord-355531-1cpli8kv 34 14 colleagues colleague NNS cord-355531-1cpli8kv 34 15 when when WRB cord-355531-1cpli8kv 34 16 they -PRON- PRP cord-355531-1cpli8kv 34 17 worked work VBD cord-355531-1cpli8kv 34 18 together together RB cord-355531-1cpli8kv 34 19 21 21 CD cord-355531-1cpli8kv 34 20 . . . cord-355531-1cpli8kv 35 1 Given give VBN cord-355531-1cpli8kv 35 2 the the DT cord-355531-1cpli8kv 35 3 transmission transmission NN cord-355531-1cpli8kv 35 4 by by IN cord-355531-1cpli8kv 35 5 asymptomatic asymptomatic JJ cord-355531-1cpli8kv 35 6 and and CC cord-355531-1cpli8kv 35 7 mildly mildly RB cord-355531-1cpli8kv 35 8 symptomatic symptomatic JJ cord-355531-1cpli8kv 35 9 persons person NNS cord-355531-1cpli8kv 35 10 , , , cord-355531-1cpli8kv 35 11 it -PRON- PRP cord-355531-1cpli8kv 35 12 indicates indicate VBZ cord-355531-1cpli8kv 35 13 that that DT cord-355531-1cpli8kv 35 14 time time NN cord-355531-1cpli8kv 35 15 from from IN cord-355531-1cpli8kv 35 16 exposure exposure NN cord-355531-1cpli8kv 35 17 to to IN cord-355531-1cpli8kv 35 18 infection infection NN cord-355531-1cpli8kv 35 19 may may MD cord-355531-1cpli8kv 35 20 be be VB cord-355531-1cpli8kv 35 21 shorter short JJR cord-355531-1cpli8kv 35 22 than than IN cord-355531-1cpli8kv 35 23 the the DT cord-355531-1cpli8kv 35 24 incubation incubation NN cord-355531-1cpli8kv 35 25 period period NN cord-355531-1cpli8kv 35 26 . . . cord-355531-1cpli8kv 36 1 However however RB cord-355531-1cpli8kv 36 2 , , , cord-355531-1cpli8kv 36 3 in in IN cord-355531-1cpli8kv 36 4 most most JJS cord-355531-1cpli8kv 36 5 studies study NNS cord-355531-1cpli8kv 36 6 with with IN cord-355531-1cpli8kv 36 7 SEIR SEIR NNP cord-355531-1cpli8kv 36 8 models model NNS cord-355531-1cpli8kv 36 9 , , , cord-355531-1cpli8kv 36 10 an an DT cord-355531-1cpli8kv 36 11 assumption assumption NN cord-355531-1cpli8kv 36 12 was be VBD cord-355531-1cpli8kv 36 13 made make VBN cord-355531-1cpli8kv 36 14 that that IN cord-355531-1cpli8kv 36 15 the the DT cord-355531-1cpli8kv 36 16 incubation incubation NN cord-355531-1cpli8kv 36 17 cases case NNS cord-355531-1cpli8kv 36 18 had have VBD cord-355531-1cpli8kv 36 19 weak weak JJ cord-355531-1cpli8kv 36 20 . . . cord-355531-1cpli8kv 37 1 CC CC NNP cord-355531-1cpli8kv 37 2 - - HYPH cord-355531-1cpli8kv 37 3 BY BY NNP cord-355531-1cpli8kv 37 4 - - HYPH cord-355531-1cpli8kv 37 5 ND ND NNP cord-355531-1cpli8kv 37 6 4.0 4.0 CD cord-355531-1cpli8kv 37 7 International international JJ cord-355531-1cpli8kv 37 8 license license NN cord-355531-1cpli8kv 38 1 It -PRON- PRP cord-355531-1cpli8kv 38 2 is be VBZ cord-355531-1cpli8kv 38 3 made make VBN cord-355531-1cpli8kv 38 4 available available JJ cord-355531-1cpli8kv 38 5 under under IN cord-355531-1cpli8kv 38 6 a a DT cord-355531-1cpli8kv 38 7 author author NN cord-355531-1cpli8kv 38 8 / / SYM cord-355531-1cpli8kv 38 9 funder funder NN cord-355531-1cpli8kv 38 10 , , , cord-355531-1cpli8kv 38 11 who who WP cord-355531-1cpli8kv 38 12 has have VBZ cord-355531-1cpli8kv 38 13 granted grant VBN cord-355531-1cpli8kv 38 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 38 15 a a DT cord-355531-1cpli8kv 38 16 license license NN cord-355531-1cpli8kv 38 17 to to TO cord-355531-1cpli8kv 38 18 display display VB cord-355531-1cpli8kv 38 19 the the DT cord-355531-1cpli8kv 38 20 preprint preprint NN cord-355531-1cpli8kv 38 21 in in IN cord-355531-1cpli8kv 38 22 perpetuity perpetuity NN cord-355531-1cpli8kv 38 23 . . . cord-355531-1cpli8kv 39 1 is be VBZ cord-355531-1cpli8kv 39 2 the the DT cord-355531-1cpli8kv 39 3 ( ( -LRB- cord-355531-1cpli8kv 39 4 which which WDT cord-355531-1cpli8kv 39 5 was be VBD cord-355531-1cpli8kv 39 6 not not RB cord-355531-1cpli8kv 39 7 peer peer NN cord-355531-1cpli8kv 39 8 - - HYPH cord-355531-1cpli8kv 39 9 reviewed review VBN cord-355531-1cpli8kv 39 10 ) ) -RRB- cord-355531-1cpli8kv 40 1 The the DT cord-355531-1cpli8kv 40 2 copyright copyright NN cord-355531-1cpli8kv 40 3 holder holder NN cord-355531-1cpli8kv 40 4 for for IN cord-355531-1cpli8kv 40 5 this this DT cord-355531-1cpli8kv 40 6 preprint preprint NN cord-355531-1cpli8kv 40 7 . . . cord-355531-1cpli8kv 41 1 https://doi.org https://doi.org NNP cord-355531-1cpli8kv 41 2 /10.1101 /10.1101 NFP cord-355531-1cpli8kv 41 3 /10 /10 NNP cord-355531-1cpli8kv 41 4 . . . cord-355531-1cpli8kv 42 1 /2020 /2020 . cord-355531-1cpli8kv 43 1 or or CC cord-355531-1cpli8kv 43 2 no no DT cord-355531-1cpli8kv 43 3 infectious infectious JJ cord-355531-1cpli8kv 43 4 capacity capacity NN cord-355531-1cpli8kv 43 5 8 8 CD cord-355531-1cpli8kv 43 6 22 22 CD cord-355531-1cpli8kv 43 7 , , , cord-355531-1cpli8kv 43 8 which which WDT cord-355531-1cpli8kv 43 9 may may MD cord-355531-1cpli8kv 43 10 not not RB cord-355531-1cpli8kv 43 11 be be VB cord-355531-1cpli8kv 43 12 able able JJ cord-355531-1cpli8kv 43 13 to to TO cord-355531-1cpli8kv 43 14 reflect reflect VB cord-355531-1cpli8kv 43 15 the the DT cord-355531-1cpli8kv 43 16 incubation incubation NN cord-355531-1cpli8kv 43 17 infectious infectious JJ cord-355531-1cpli8kv 43 18 of of IN cord-355531-1cpli8kv 43 19 the the DT cord-355531-1cpli8kv 43 20 COVID-19 covid-19 NN cord-355531-1cpli8kv 43 21 . . . cord-355531-1cpli8kv 44 1 In in IN cord-355531-1cpli8kv 44 2 this this DT cord-355531-1cpli8kv 44 3 study study NN cord-355531-1cpli8kv 44 4 , , , cord-355531-1cpli8kv 44 5 we -PRON- PRP cord-355531-1cpli8kv 44 6 have have VBP cord-355531-1cpli8kv 44 7 developed develop VBN cord-355531-1cpli8kv 44 8 a a DT cord-355531-1cpli8kv 44 9 stochastic stochastic JJ cord-355531-1cpli8kv 44 10 susceptible susceptible JJ cord-355531-1cpli8kv 44 11 - - HYPH cord-355531-1cpli8kv 44 12 exposed expose VBN cord-355531-1cpli8kv 44 13 - - HYPH cord-355531-1cpli8kv 44 14 infected infect VBN cord-355531-1cpli8kv 44 15 - - HYPH cord-355531-1cpli8kv 44 16 quarantinedrecovered quarantinedrecovered NN cord-355531-1cpli8kv 44 17 ( ( -LRB- cord-355531-1cpli8kv 44 18 SEIQR SEIQR NNP cord-355531-1cpli8kv 44 19 ) ) -RRB- cord-355531-1cpli8kv 44 20 model model NN cord-355531-1cpli8kv 44 21 , , , cord-355531-1cpli8kv 44 22 embedding embed VBG cord-355531-1cpli8kv 44 23 with with IN cord-355531-1cpli8kv 44 24 latent latent JJ cord-355531-1cpli8kv 44 25 periods period NNS cord-355531-1cpli8kv 44 26 and and CC cord-355531-1cpli8kv 44 27 the the DT cord-355531-1cpli8kv 44 28 transportation transportation NN cord-355531-1cpli8kv 44 29 restriction restriction NN cord-355531-1cpli8kv 44 30 control control NN cord-355531-1cpli8kv 44 31 under under IN cord-355531-1cpli8kv 44 32 the the DT cord-355531-1cpli8kv 44 33 different different JJ cord-355531-1cpli8kv 44 34 proportion proportion NN cord-355531-1cpli8kv 44 35 of of IN cord-355531-1cpli8kv 44 36 documented document VBN cord-355531-1cpli8kv 44 37 infections infection NNS cord-355531-1cpli8kv 44 38 to to TO cord-355531-1cpli8kv 44 39 describe describe VB cord-355531-1cpli8kv 44 40 the the DT cord-355531-1cpli8kv 44 41 Wuhan Wuhan NNP cord-355531-1cpli8kv 44 42 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 44 43 transmission transmission NN cord-355531-1cpli8kv 44 44 pattern pattern NN cord-355531-1cpli8kv 44 45 after after IN cord-355531-1cpli8kv 44 46 the the DT cord-355531-1cpli8kv 44 47 initial initial JJ cord-355531-1cpli8kv 44 48 outbreak outbreak NN cord-355531-1cpli8kv 44 49 stage stage NN cord-355531-1cpli8kv 44 50 . . . cord-355531-1cpli8kv 45 1 Our -PRON- PRP$ cord-355531-1cpli8kv 45 2 model model NN cord-355531-1cpli8kv 45 3 was be VBD cord-355531-1cpli8kv 45 4 an an DT cord-355531-1cpli8kv 45 5 extension extension NN cord-355531-1cpli8kv 45 6 of of IN cord-355531-1cpli8kv 45 7 the the DT cord-355531-1cpli8kv 45 8 classic classic JJ cord-355531-1cpli8kv 45 9 SEIR SEIR NNP cord-355531-1cpli8kv 45 10 model model NN cord-355531-1cpli8kv 45 11 by by IN cord-355531-1cpli8kv 45 12 including include VBG cord-355531-1cpli8kv 45 13 quarantined quarantine VBN cord-355531-1cpli8kv 45 14 status status NN cord-355531-1cpli8kv 45 15 . . . cord-355531-1cpli8kv 46 1 We -PRON- PRP cord-355531-1cpli8kv 46 2 also also RB cord-355531-1cpli8kv 46 3 demonstrated demonstrate VBD cord-355531-1cpli8kv 46 4 that that IN cord-355531-1cpli8kv 46 5 transportation transportation NN cord-355531-1cpli8kv 46 6 restriction restriction NN cord-355531-1cpli8kv 46 7 and and CC cord-355531-1cpli8kv 46 8 quarantine quarantine NN cord-355531-1cpli8kv 46 9 measures measure NNS cord-355531-1cpli8kv 46 10 were be VBD cord-355531-1cpli8kv 46 11 able able JJ cord-355531-1cpli8kv 46 12 to to TO cord-355531-1cpli8kv 46 13 contain contain VB cord-355531-1cpli8kv 46 14 the the DT cord-355531-1cpli8kv 46 15 epidemic epidemic NN cord-355531-1cpli8kv 46 16 growth growth NN cord-355531-1cpli8kv 46 17 . . . cord-355531-1cpli8kv 46 18 _SP cord-355531-1cpli8kv 47 1 We -PRON- PRP cord-355531-1cpli8kv 47 2 fitted fit VBD cord-355531-1cpli8kv 47 3 our -PRON- PRP$ cord-355531-1cpli8kv 47 4 model model NN cord-355531-1cpli8kv 47 5 using use VBG cord-355531-1cpli8kv 47 6 the the DT cord-355531-1cpli8kv 47 7 daily daily JJ cord-355531-1cpli8kv 47 8 number number NN cord-355531-1cpli8kv 47 9 of of IN cord-355531-1cpli8kv 47 10 newly newly RB cord-355531-1cpli8kv 47 11 infected infect VBN cord-355531-1cpli8kv 47 12 COVID-19 covid-19 JJ cord-355531-1cpli8kv 47 13 cases case NNS cord-355531-1cpli8kv 47 14 in in IN cord-355531-1cpli8kv 47 15 Wuhan Wuhan NNP cord-355531-1cpli8kv 47 16 , , , cord-355531-1cpli8kv 47 17 Hubei Hubei NNP cord-355531-1cpli8kv 47 18 province province NN cord-355531-1cpli8kv 47 19 , , , cord-355531-1cpli8kv 47 20 China China NNP cord-355531-1cpli8kv 47 21 . . . cord-355531-1cpli8kv 48 1 The the DT cord-355531-1cpli8kv 48 2 daily daily JJ cord-355531-1cpli8kv 48 3 numbers number NNS cord-355531-1cpli8kv 48 4 of of IN cord-355531-1cpli8kv 48 5 newly newly RB cord-355531-1cpli8kv 48 6 confirmed confirm VBN cord-355531-1cpli8kv 48 7 cases case NNS cord-355531-1cpli8kv 48 8 from from IN cord-355531-1cpli8kv 48 9 January January NNP cord-355531-1cpli8kv 48 10 11 11 CD cord-355531-1cpli8kv 48 11 to to IN cord-355531-1cpli8kv 48 12 March March NNP cord-355531-1cpli8kv 48 13 10 10 CD cord-355531-1cpli8kv 48 14 were be VBD cord-355531-1cpli8kv 48 15 collected collect VBN cord-355531-1cpli8kv 48 16 from from IN cord-355531-1cpli8kv 48 17 the the DT cord-355531-1cpli8kv 48 18 bulletins bulletin NNS cord-355531-1cpli8kv 48 19 of of IN cord-355531-1cpli8kv 48 20 Wuhan Wuhan NNP cord-355531-1cpli8kv 48 21 Municipal Municipal NNP cord-355531-1cpli8kv 48 22 Health Health NNP cord-355531-1cpli8kv 48 23 Commission Commission NNP cord-355531-1cpli8kv 48 24 9 9 CD cord-355531-1cpli8kv 48 25 . . . cord-355531-1cpli8kv 48 26 . . . cord-355531-1cpli8kv 49 1 CC CC NNP cord-355531-1cpli8kv 49 2 - - HYPH cord-355531-1cpli8kv 49 3 BY BY NNP cord-355531-1cpli8kv 49 4 - - HYPH cord-355531-1cpli8kv 49 5 ND ND NNP cord-355531-1cpli8kv 49 6 4.0 4.0 CD cord-355531-1cpli8kv 49 7 International international JJ cord-355531-1cpli8kv 49 8 license license NN cord-355531-1cpli8kv 50 1 It -PRON- PRP cord-355531-1cpli8kv 50 2 is be VBZ cord-355531-1cpli8kv 50 3 made make VBN cord-355531-1cpli8kv 50 4 available available JJ cord-355531-1cpli8kv 50 5 under under IN cord-355531-1cpli8kv 50 6 a a DT cord-355531-1cpli8kv 50 7 author author NN cord-355531-1cpli8kv 50 8 / / SYM cord-355531-1cpli8kv 50 9 funder funder NN cord-355531-1cpli8kv 50 10 , , , cord-355531-1cpli8kv 50 11 who who WP cord-355531-1cpli8kv 50 12 has have VBZ cord-355531-1cpli8kv 50 13 granted grant VBN cord-355531-1cpli8kv 50 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 50 15 a a DT cord-355531-1cpli8kv 50 16 license license NN cord-355531-1cpli8kv 50 17 to to TO cord-355531-1cpli8kv 50 18 display display VB cord-355531-1cpli8kv 50 19 the the DT cord-355531-1cpli8kv 50 20 preprint preprint NN cord-355531-1cpli8kv 50 21 in in IN cord-355531-1cpli8kv 50 22 perpetuity perpetuity NN cord-355531-1cpli8kv 50 23 . . . cord-355531-1cpli8kv 51 1 is be VBZ cord-355531-1cpli8kv 51 2 the the DT cord-355531-1cpli8kv 51 3 ( ( -LRB- cord-355531-1cpli8kv 51 4 which which WDT cord-355531-1cpli8kv 51 5 was be VBD cord-355531-1cpli8kv 51 6 not not RB cord-355531-1cpli8kv 51 7 peer peer NN cord-355531-1cpli8kv 51 8 - - HYPH cord-355531-1cpli8kv 51 9 reviewed review VBN cord-355531-1cpli8kv 51 10 ) ) -RRB- cord-355531-1cpli8kv 52 1 The the DT cord-355531-1cpli8kv 52 2 copyright copyright NN cord-355531-1cpli8kv 52 3 holder holder NN cord-355531-1cpli8kv 52 4 for for IN cord-355531-1cpli8kv 52 5 this this DT cord-355531-1cpli8kv 52 6 preprint preprint NN cord-355531-1cpli8kv 52 7 . . . cord-355531-1cpli8kv 53 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 53 2 doi doi NN cord-355531-1cpli8kv 53 3 : : : cord-355531-1cpli8kv 54 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 54 2 preprint preprint NN cord-355531-1cpli8kv 54 3 Description description NN cord-355531-1cpli8kv 54 4 of of IN cord-355531-1cpli8kv 54 5 the the DT cord-355531-1cpli8kv 54 6 SEIQR SEIQR NNP cord-355531-1cpli8kv 54 7 epidemic epidemic NN cord-355531-1cpli8kv 54 8 model model NN cord-355531-1cpli8kv 54 9 . . . cord-355531-1cpli8kv 55 1 Figure figure NN cord-355531-1cpli8kv 55 2 2 2 CD cord-355531-1cpli8kv 55 3 : : : cord-355531-1cpli8kv 55 4 SEIQR SEIQR NNP cord-355531-1cpli8kv 55 5 model model NN cord-355531-1cpli8kv 55 6 structure structure NN cord-355531-1cpli8kv 55 7 . . . cord-355531-1cpli8kv 56 1 The the DT cord-355531-1cpli8kv 56 2 population population NN cord-355531-1cpli8kv 56 3 was be VBD cord-355531-1cpli8kv 56 4 divided divide VBN cord-355531-1cpli8kv 56 5 into into IN cord-355531-1cpli8kv 56 6 five five CD cord-355531-1cpli8kv 56 7 compartments compartment NNS cord-355531-1cpli8kv 56 8 : : : cord-355531-1cpli8kv 56 9 S s NN cord-355531-1cpli8kv 56 10 ( ( -LRB- cord-355531-1cpli8kv 56 11 susceptible susceptible JJ cord-355531-1cpli8kv 56 12 ) ) -RRB- cord-355531-1cpli8kv 56 13 , , , cord-355531-1cpli8kv 56 14 E E NNS cord-355531-1cpli8kv 56 15 ( ( -LRB- cord-355531-1cpli8kv 56 16 exposed expose VBN cord-355531-1cpli8kv 56 17 and and CC cord-355531-1cpli8kv 56 18 partly partly RB cord-355531-1cpli8kv 56 19 asymptomatically asymptomatically RB cord-355531-1cpli8kv 56 20 infectious infectious JJ cord-355531-1cpli8kv 56 21 ) ) -RRB- cord-355531-1cpli8kv 56 22 , , , cord-355531-1cpli8kv 56 23 I -PRON- PRP cord-355531-1cpli8kv 56 24 ( ( -LRB- cord-355531-1cpli8kv 56 25 symptomatically symptomatically RB cord-355531-1cpli8kv 56 26 infectious infectious JJ cord-355531-1cpli8kv 56 27 ) ) -RRB- cord-355531-1cpli8kv 56 28 , , , cord-355531-1cpli8kv 56 29 Q Q NNP cord-355531-1cpli8kv 56 30 ( ( -LRB- cord-355531-1cpli8kv 56 31 quarantined quarantine VBN cord-355531-1cpli8kv 56 32 ) ) -RRB- cord-355531-1cpli8kv 56 33 , , , cord-355531-1cpli8kv 56 34 and and CC cord-355531-1cpli8kv 56 35 R r NN cord-355531-1cpli8kv 56 36 ( ( -LRB- cord-355531-1cpli8kv 56 37 recovered recover VBN cord-355531-1cpli8kv 56 38 ) ) -RRB- cord-355531-1cpli8kv 56 39 . . . cord-355531-1cpli8kv 57 1 A a DT cord-355531-1cpli8kv 57 2 fraction fraction NN cord-355531-1cpli8kv 57 3 of of IN cord-355531-1cpli8kv 57 4 symptomatic symptomatic JJ cord-355531-1cpli8kv 57 5 infections infection NNS cord-355531-1cpli8kv 57 6 were be VBD cord-355531-1cpli8kv 57 7 confirmed confirm VBN cord-355531-1cpli8kv 57 8 and and CC cord-355531-1cpli8kv 57 9 documented document VBN cord-355531-1cpli8kv 57 10 by by IN cord-355531-1cpli8kv 57 11 hospitals hospital NNS cord-355531-1cpli8kv 57 12 . . . cord-355531-1cpli8kv 58 1 We -PRON- PRP cord-355531-1cpli8kv 58 2 constructed construct VBD cord-355531-1cpli8kv 58 3 a a DT cord-355531-1cpli8kv 58 4 SEIQR SEIQR NNP cord-355531-1cpli8kv 58 5 model model NN cord-355531-1cpli8kv 58 6 to to TO cord-355531-1cpli8kv 58 7 illustrate illustrate VB cord-355531-1cpli8kv 58 8 the the DT cord-355531-1cpli8kv 58 9 spreading spreading NN cord-355531-1cpli8kv 58 10 of of IN cord-355531-1cpli8kv 58 11 COVID-19 covid-19 NN cord-355531-1cpli8kv 58 12 within within IN cord-355531-1cpli8kv 58 13 the the DT cord-355531-1cpli8kv 58 14 Wuhan Wuhan NNP cord-355531-1cpli8kv 58 15 local local JJ cord-355531-1cpli8kv 58 16 population population NN cord-355531-1cpli8kv 58 17 ( ( -LRB- cord-355531-1cpli8kv 58 18 Figure figure NN cord-355531-1cpli8kv 58 19 2 2 CD cord-355531-1cpli8kv 58 20 ) ) -RRB- cord-355531-1cpli8kv 58 21 . . . cord-355531-1cpli8kv 59 1 S S NNP cord-355531-1cpli8kv 59 2 , , , cord-355531-1cpli8kv 59 3 E E NNP cord-355531-1cpli8kv 59 4 , , , cord-355531-1cpli8kv 59 5 I -PRON- PRP cord-355531-1cpli8kv 59 6 , , , cord-355531-1cpli8kv 59 7 Q Q NNP cord-355531-1cpli8kv 59 8 and and CC cord-355531-1cpli8kv 59 9 R r NN cord-355531-1cpli8kv 59 10 represented represent VBD cord-355531-1cpli8kv 59 11 the the DT cord-355531-1cpli8kv 59 12 number number NN cord-355531-1cpli8kv 59 13 of of IN cord-355531-1cpli8kv 59 14 individuals individual NNS cord-355531-1cpli8kv 59 15 in in IN cord-355531-1cpli8kv 59 16 susceptible susceptible JJ cord-355531-1cpli8kv 59 17 , , , cord-355531-1cpli8kv 59 18 exposed expose VBN cord-355531-1cpli8kv 59 19 ( ( -LRB- cord-355531-1cpli8kv 59 20 partly partly RB cord-355531-1cpli8kv 59 21 asymptomatically asymptomatically RB cord-355531-1cpli8kv 59 22 infectious infectious JJ cord-355531-1cpli8kv 59 23 ) ) -RRB- cord-355531-1cpli8kv 59 24 , , , cord-355531-1cpli8kv 59 25 infectious infectious JJ cord-355531-1cpli8kv 59 26 ( ( -LRB- cord-355531-1cpli8kv 59 27 symptomatically symptomatically RB cord-355531-1cpli8kv 59 28 infectious infectious JJ cord-355531-1cpli8kv 59 29 ) ) -RRB- cord-355531-1cpli8kv 59 30 , , , cord-355531-1cpli8kv 59 31 quarantined quarantine VBN cord-355531-1cpli8kv 59 32 , , , cord-355531-1cpli8kv 59 33 and and CC cord-355531-1cpli8kv 59 34 recovered recover VBN cord-355531-1cpli8kv 59 35 statuses status NNS cord-355531-1cpli8kv 59 36 with with IN cord-355531-1cpli8kv 59 37 total total JJ cord-355531-1cpli8kv 59 38 population population NN cord-355531-1cpli8kv 59 39 size size NN cord-355531-1cpli8kv 59 40 N n NN cord-355531-1cpli8kv 59 41 = = NN cord-355531-1cpli8kv 59 42 S s NN cord-355531-1cpli8kv 60 1 + + CC cord-355531-1cpli8kv 61 1 E E NNP cord-355531-1cpli8kv 62 1 + + CC cord-355531-1cpli8kv 63 1 I -PRON- PRP cord-355531-1cpli8kv 63 2 + + CC cord-355531-1cpli8kv 63 3 Q q NN cord-355531-1cpli8kv 63 4 + + CC cord-355531-1cpli8kv 64 1 R. R. NNP cord-355531-1cpli8kv 65 1 Here here RB cord-355531-1cpli8kv 65 2 , , , cord-355531-1cpli8kv 65 3 the the DT cord-355531-1cpli8kv 65 4 Wuhan Wuhan NNP cord-355531-1cpli8kv 65 5 population population NN cord-355531-1cpli8kv 65 6 was be VBD cord-355531-1cpli8kv 65 7 assumed assume VBN cord-355531-1cpli8kv 65 8 to to TO cord-355531-1cpli8kv 65 9 be be VB cord-355531-1cpli8kv 65 10 fixed fix VBN cord-355531-1cpli8kv 65 11 as as IN cord-355531-1cpli8kv 65 12 11 11 CD cord-355531-1cpli8kv 65 13 million million CD cord-355531-1cpli8kv 65 14 . . . cord-355531-1cpli8kv 66 1 We -PRON- PRP cord-355531-1cpli8kv 66 2 made make VBD cord-355531-1cpli8kv 66 3 assumptions assumption NNS cord-355531-1cpli8kv 66 4 that that WDT cord-355531-1cpli8kv 66 5 exposed expose VBN cord-355531-1cpli8kv 66 6 individuals individual NNS cord-355531-1cpli8kv 66 7 became become VBD cord-355531-1cpli8kv 66 8 asymptomatically asymptomatically RB cord-355531-1cpli8kv 66 9 infectious infectious JJ cord-355531-1cpli8kv 66 10 after after IN cord-355531-1cpli8kv 66 11 the the DT cord-355531-1cpli8kv 66 12 latent latent JJ cord-355531-1cpli8kv 66 13 period period NN cord-355531-1cpli8kv 66 14 , , , cord-355531-1cpli8kv 66 15 and and CC cord-355531-1cpli8kv 66 16 only only RB cord-355531-1cpli8kv 66 17 symptomatically symptomatically RB cord-355531-1cpli8kv 66 18 infectious infectious JJ cord-355531-1cpli8kv 66 19 individuals individual NNS cord-355531-1cpli8kv 66 20 can can MD cord-355531-1cpli8kv 66 21 be be VB cord-355531-1cpli8kv 66 22 quarantined quarantine VBN cord-355531-1cpli8kv 66 23 . . . cord-355531-1cpli8kv 67 1 The the DT cord-355531-1cpli8kv 67 2 SEIQR SEIQR NNP cord-355531-1cpli8kv 67 3 equations equation NNS cord-355531-1cpli8kv 67 4 were be VBD cord-355531-1cpli8kv 67 5 derived derive VBN cord-355531-1cpli8kv 67 6 as as IN cord-355531-1cpli8kv 67 7 the the DT cord-355531-1cpli8kv 67 8 following follow VBG cord-355531-1cpli8kv 67 9 : : : cord-355531-1cpli8kv 67 10 CC cc NN cord-355531-1cpli8kv 67 11 - - HYPH cord-355531-1cpli8kv 67 12 BY BY NNP cord-355531-1cpli8kv 67 13 - - HYPH cord-355531-1cpli8kv 67 14 ND ND NNP cord-355531-1cpli8kv 67 15 4.0 4.0 CD cord-355531-1cpli8kv 67 16 International international JJ cord-355531-1cpli8kv 67 17 license license NN cord-355531-1cpli8kv 67 18 It -PRON- PRP cord-355531-1cpli8kv 67 19 is be VBZ cord-355531-1cpli8kv 67 20 made make VBN cord-355531-1cpli8kv 67 21 available available JJ cord-355531-1cpli8kv 67 22 under under IN cord-355531-1cpli8kv 67 23 a a DT cord-355531-1cpli8kv 67 24 author author NN cord-355531-1cpli8kv 67 25 / / SYM cord-355531-1cpli8kv 67 26 funder funder NN cord-355531-1cpli8kv 67 27 , , , cord-355531-1cpli8kv 67 28 who who WP cord-355531-1cpli8kv 67 29 has have VBZ cord-355531-1cpli8kv 67 30 granted grant VBN cord-355531-1cpli8kv 67 31 medRxiv medRxiv NNS cord-355531-1cpli8kv 67 32 a a DT cord-355531-1cpli8kv 67 33 license license NN cord-355531-1cpli8kv 67 34 to to TO cord-355531-1cpli8kv 67 35 display display VB cord-355531-1cpli8kv 67 36 the the DT cord-355531-1cpli8kv 67 37 preprint preprint NN cord-355531-1cpli8kv 67 38 in in IN cord-355531-1cpli8kv 67 39 perpetuity perpetuity NN cord-355531-1cpli8kv 67 40 . . . cord-355531-1cpli8kv 68 1 is be VBZ cord-355531-1cpli8kv 68 2 the the DT cord-355531-1cpli8kv 68 3 ( ( -LRB- cord-355531-1cpli8kv 68 4 which which WDT cord-355531-1cpli8kv 68 5 was be VBD cord-355531-1cpli8kv 68 6 not not RB cord-355531-1cpli8kv 68 7 peer peer NN cord-355531-1cpli8kv 68 8 - - HYPH cord-355531-1cpli8kv 68 9 reviewed review VBN cord-355531-1cpli8kv 68 10 ) ) -RRB- cord-355531-1cpli8kv 69 1 The the DT cord-355531-1cpli8kv 69 2 copyright copyright NN cord-355531-1cpli8kv 69 3 holder holder NN cord-355531-1cpli8kv 69 4 for for IN cord-355531-1cpli8kv 69 5 this this DT cord-355531-1cpli8kv 69 6 preprint preprint NN cord-355531-1cpli8kv 69 7 . . . cord-355531-1cpli8kv 70 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 70 2 doi doi NN cord-355531-1cpli8kv 70 3 : : : cord-355531-1cpli8kv 71 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 71 2 preprint preprint NN cord-355531-1cpli8kv 71 3 Consistent Consistent NNP cord-355531-1cpli8kv 71 4 with with IN cord-355531-1cpli8kv 71 5 the the DT cord-355531-1cpli8kv 71 6 assumption assumption NN cord-355531-1cpli8kv 71 7 of of IN cord-355531-1cpli8kv 71 8 most most JJS cord-355531-1cpli8kv 71 9 SEIR SEIR NNP cord-355531-1cpli8kv 71 10 models model NNS cord-355531-1cpli8kv 71 11 , , , cord-355531-1cpli8kv 71 12 where where WRB cord-355531-1cpli8kv 71 13 Δ Δ NNP cord-355531-1cpli8kv 71 14 E E NNP cord-355531-1cpli8kv 71 15 , , , cord-355531-1cpli8kv 71 16 t t NNP cord-355531-1cpli8kv 71 17 was be VBD cord-355531-1cpli8kv 71 18 defined define VBN cord-355531-1cpli8kv 71 19 as as IN cord-355531-1cpli8kv 71 20 the the DT cord-355531-1cpli8kv 71 21 number number NN cord-355531-1cpli8kv 71 22 of of IN cord-355531-1cpli8kv 71 23 individuals individual NNS cord-355531-1cpli8kv 71 24 that that WDT cord-355531-1cpli8kv 71 25 were be VBD cord-355531-1cpli8kv 71 26 newly newly RB cord-355531-1cpli8kv 71 27 infected infect VBN cord-355531-1cpli8kv 71 28 but but CC cord-355531-1cpli8kv 71 29 not not RB cord-355531-1cpli8kv 71 30 yet yet RB cord-355531-1cpli8kv 71 31 symptomatic symptomatic JJ cord-355531-1cpli8kv 71 32 from from IN cord-355531-1cpli8kv 71 33 S S NNP cord-355531-1cpli8kv 71 34 to to IN cord-355531-1cpli8kv 71 35 E e NN cord-355531-1cpli8kv 71 36 status status NN cord-355531-1cpli8kv 71 37 during during IN cord-355531-1cpli8kv 71 38 time time NN cord-355531-1cpli8kv 71 39 t t NN cord-355531-1cpli8kv 71 40 to to IN cord-355531-1cpli8kv 71 41 time time NN cord-355531-1cpli8kv 71 42 t+1 t+1 NNP cord-355531-1cpli8kv 71 43 , , , cord-355531-1cpli8kv 71 44 Δ Δ NNP cord-355531-1cpli8kv 71 45 I I NNP cord-355531-1cpli8kv 71 46 , , , cord-355531-1cpli8kv 71 47 t t NNP cord-355531-1cpli8kv 71 48 was be VBD cord-355531-1cpli8kv 71 49 the the DT cord-355531-1cpli8kv 71 50 number number NN cord-355531-1cpli8kv 71 51 of of IN cord-355531-1cpli8kv 71 52 newly newly RB cord-355531-1cpli8kv 71 53 symptomatic symptomatic JJ cord-355531-1cpli8kv 71 54 infectious infectious JJ cord-355531-1cpli8kv 71 55 cases case NNS cord-355531-1cpli8kv 71 56 from from IN cord-355531-1cpli8kv 71 57 E e NN cord-355531-1cpli8kv 71 58 to to IN cord-355531-1cpli8kv 71 59 I i NN cord-355531-1cpli8kv 71 60 , , , cord-355531-1cpli8kv 71 61 Δ Δ NNP cord-355531-1cpli8kv 71 62 Q Q NNP cord-355531-1cpli8kv 71 63 , , , cord-355531-1cpli8kv 71 64 t t VB cord-355531-1cpli8kv 71 65 the the DT cord-355531-1cpli8kv 71 66 newly newly RB cord-355531-1cpli8kv 71 67 quarantined quarantine VBN cord-355531-1cpli8kv 71 68 cases case NNS cord-355531-1cpli8kv 71 69 from from IN cord-355531-1cpli8kv 71 70 I -PRON- PRP cord-355531-1cpli8kv 71 71 to to IN cord-355531-1cpli8kv 71 72 Q Q NNP cord-355531-1cpli8kv 71 73 , , , cord-355531-1cpli8kv 71 74 and and CC cord-355531-1cpli8kv 71 75 Δ δ NN cord-355531-1cpli8kv 71 76 R r NN cord-355531-1cpli8kv 71 77 , , , cord-355531-1cpli8kv 72 1 t t NNP cord-355531-1cpli8kv 72 2 the the DT cord-355531-1cpli8kv 72 3 newly newly RB cord-355531-1cpli8kv 72 4 recovered recover VBN cord-355531-1cpli8kv 72 5 individuals individual NNS cord-355531-1cpli8kv 72 6 from from IN cord-355531-1cpli8kv 72 7 I -PRON- PRP cord-355531-1cpli8kv 72 8 to to IN cord-355531-1cpli8kv 72 9 R. R. NNP cord-355531-1cpli8kv 73 1 We -PRON- PRP cord-355531-1cpli8kv 73 2 assumed assume VBD cord-355531-1cpli8kv 73 3 that that IN cord-355531-1cpli8kv 73 4 Δ Δ NNP cord-355531-1cpli8kv 73 5 E e NN cord-355531-1cpli8kv 73 6 , , , cord-355531-1cpli8kv 73 7 t t NN cord-355531-1cpli8kv 73 8 , , , cord-355531-1cpli8kv 73 9 Δ Δ NNP cord-355531-1cpli8kv 73 10 I I NNP cord-355531-1cpli8kv 73 11 , , , cord-355531-1cpli8kv 73 12 t t NN cord-355531-1cpli8kv 73 13 , , , cord-355531-1cpli8kv 73 14 Δ Δ NNP cord-355531-1cpli8kv 73 15 Q Q NNP cord-355531-1cpli8kv 73 16 , , , cord-355531-1cpli8kv 73 17 t t NNP cord-355531-1cpli8kv 73 18 , , , cord-355531-1cpli8kv 73 19 and and CC cord-355531-1cpli8kv 73 20 Δ Δ NNP cord-355531-1cpli8kv 73 21 R r NN cord-355531-1cpli8kv 73 22 , , , cord-355531-1cpli8kv 73 23 t t NNP cord-355531-1cpli8kv 73 24 followed follow VBD cord-355531-1cpli8kv 73 25 Poisson Poisson NNP cord-355531-1cpli8kv 73 26 distributions distribution NNS cord-355531-1cpli8kv 73 27 : : : cord-355531-1cpli8kv 73 28 where where WRB cord-355531-1cpli8kv 73 29 σ σ NNP cord-355531-1cpli8kv 73 30 was be VBD cord-355531-1cpli8kv 73 31 the the DT cord-355531-1cpli8kv 73 32 incubation incubation NN cord-355531-1cpli8kv 73 33 rate rate NN cord-355531-1cpli8kv 73 34 , , , cord-355531-1cpli8kv 73 35 determining determine VBG cord-355531-1cpli8kv 73 36 the the DT cord-355531-1cpli8kv 73 37 rate rate NN cord-355531-1cpli8kv 73 38 of of IN cord-355531-1cpli8kv 73 39 exposed expose VBN cord-355531-1cpli8kv 73 40 individuals individual NNS cord-355531-1cpli8kv 73 41 becoming become VBG cord-355531-1cpli8kv 73 42 symptomatic symptomatic JJ cord-355531-1cpli8kv 73 43 cases case NNS cord-355531-1cpli8kv 73 44 . . . cord-355531-1cpli8kv 74 1 η η NNP cord-355531-1cpli8kv 74 2 was be VBD cord-355531-1cpli8kv 74 3 the the DT cord-355531-1cpli8kv 74 4 latent latent JJ cord-355531-1cpli8kv 74 5 time time NN cord-355531-1cpli8kv 74 6 . . . cord-355531-1cpli8kv 75 1 q q NNP cord-355531-1cpli8kv 75 2 was be VBD cord-355531-1cpli8kv 75 3 the the DT cord-355531-1cpli8kv 75 4 quarantine quarantine NN cord-355531-1cpli8kv 75 5 rate rate NN cord-355531-1cpli8kv 75 6 . . . cord-355531-1cpli8kv 76 1 γ γ NNP cord-355531-1cpli8kv 76 2 was be VBD cord-355531-1cpli8kv 76 3 the the DT cord-355531-1cpli8kv 76 4 recovery recovery NN cord-355531-1cpli8kv 76 5 rate rate NN cord-355531-1cpli8kv 76 6 , , , cord-355531-1cpli8kv 76 7 which which WDT cord-355531-1cpli8kv 76 8 can can MD cord-355531-1cpli8kv 76 9 be be VB cord-355531-1cpli8kv 76 10 expressed express VBN cord-355531-1cpli8kv 76 11 as as IN cord-355531-1cpli8kv 76 12 γ γ NN cord-355531-1cpli8kv 76 13 = = SYM cord-355531-1cpli8kv 76 14 1/(tau 1/(tau NNP cord-355531-1cpli8kv 76 15 − − NNP cord-355531-1cpli8kv 76 16 1 1 CD cord-355531-1cpli8kv 76 17 / / SYM cord-355531-1cpli8kv 76 18 σ σ NNP cord-355531-1cpli8kv 76 19 ) ) -RRB- cord-355531-1cpli8kv 76 20 , , , cord-355531-1cpli8kv 76 21 with with IN cord-355531-1cpli8kv 76 22 assuming assume VBG cord-355531-1cpli8kv 76 23 a a DT cord-355531-1cpli8kv 76 24 fixed fix VBN cord-355531-1cpli8kv 76 25 generation generation NN cord-355531-1cpli8kv 76 26 time time NN cord-355531-1cpli8kv 76 27 tau tau NN cord-355531-1cpli8kv 76 28 equal equal JJ cord-355531-1cpli8kv 76 29 to to IN cord-355531-1cpli8kv 76 30 10 10 CD cord-355531-1cpli8kv 76 31 days day NNS cord-355531-1cpli8kv 76 32 . . . cord-355531-1cpli8kv 77 1 β β NNP cord-355531-1cpli8kv 77 2 t t NNP cord-355531-1cpli8kv 77 3 was be VBD cord-355531-1cpli8kv 77 4 the the DT cord-355531-1cpli8kv 77 5 transmission transmission NN cord-355531-1cpli8kv 77 6 rate rate NN cord-355531-1cpli8kv 77 7 on on IN cord-355531-1cpli8kv 77 8 day day NN cord-355531-1cpli8kv 78 1 t. t. NNP cord-355531-1cpli8kv 79 1 In in IN cord-355531-1cpli8kv 79 2 this this DT cord-355531-1cpli8kv 79 3 model model NN cord-355531-1cpli8kv 79 4 we -PRON- PRP cord-355531-1cpli8kv 79 5 assumed assume VBD cord-355531-1cpli8kv 79 6 Wuhan Wuhan NNP cord-355531-1cpli8kv 79 7 transportation transportation NN cord-355531-1cpli8kv 79 8 restriction restriction NN cord-355531-1cpli8kv 79 9 policy policy NN cord-355531-1cpli8kv 79 10 modulated modulate VBD cord-355531-1cpli8kv 79 11 β β NN cord-355531-1cpli8kv 79 12 t t NN cord-355531-1cpli8kv 79 13 through through IN cord-355531-1cpli8kv 79 14 an an DT cord-355531-1cpli8kv 79 15 exponential exponential JJ cord-355531-1cpli8kv 79 16 relationship relationship NN cord-355531-1cpli8kv 79 17 with with IN cord-355531-1cpli8kv 79 18 a a DT cord-355531-1cpli8kv 79 19 lag lag NN cord-355531-1cpli8kv 79 20 effect effect NN cord-355531-1cpli8kv 79 21 of of IN cord-355531-1cpli8kv 79 22 lag1 lag1 CD cord-355531-1cpli8kv 79 23 = = SYM cord-355531-1cpli8kv 79 24 6 6 CD cord-355531-1cpli8kv 79 25 days day NNS cord-355531-1cpli8kv 79 26 4 4 CD cord-355531-1cpli8kv 79 27 : : : cord-355531-1cpli8kv 79 28 where where WRB cord-355531-1cpli8kv 79 29 pol pol NNP cord-355531-1cpli8kv 79 30 t t NNP cord-355531-1cpli8kv 79 31 was be VBD cord-355531-1cpli8kv 79 32 an an DT cord-355531-1cpli8kv 79 33 indicator indicator NN cord-355531-1cpli8kv 79 34 for for IN cord-355531-1cpli8kv 79 35 transportation transportation NN cord-355531-1cpli8kv 79 36 restriction restriction NN cord-355531-1cpli8kv 79 37 policy policy NN cord-355531-1cpli8kv 80 1 ( ( -LRB- cord-355531-1cpli8kv 80 2 e.g. e.g. IN cord-355531-1cpli8kv 80 3 pol pol NNP cord-355531-1cpli8kv 80 4 t t NN cord-355531-1cpli8kv 80 5 = = SYM cord-355531-1cpli8kv 80 6 0 0 NFP cord-355531-1cpli8kv 80 7 means mean VBZ cord-355531-1cpli8kv 80 8 there there EX cord-355531-1cpli8kv 80 9 was be VBD cord-355531-1cpli8kv 80 10 no no DT cord-355531-1cpli8kv 80 11 transportation transportation NN cord-355531-1cpli8kv 80 12 restriction restriction NN cord-355531-1cpli8kv 80 13 on on IN cord-355531-1cpli8kv 80 14 that that DT cord-355531-1cpli8kv 80 15 day day NN cord-355531-1cpli8kv 80 16 ( ( -LRB- cord-355531-1cpli8kv 80 17 before before IN cord-355531-1cpli8kv 80 18 January January NNP cord-355531-1cpli8kv 80 19 23 23 CD cord-355531-1cpli8kv 80 20 ) ) -RRB- cord-355531-1cpli8kv 80 21 11 11 CD cord-355531-1cpli8kv 80 22 , , , cord-355531-1cpli8kv 80 23 otherwise otherwise RB cord-355531-1cpli8kv 80 24 pol pol NNP cord-355531-1cpli8kv 80 25 t t NN cord-355531-1cpli8kv 80 26 = = SYM cord-355531-1cpli8kv 80 27 1 1 CD cord-355531-1cpli8kv 80 28 ) ) -RRB- cord-355531-1cpli8kv 80 29 , , , cord-355531-1cpli8kv 80 30 and and CC cord-355531-1cpli8kv 80 31 α α NNP cord-355531-1cpli8kv 80 32 was be VBD cord-355531-1cpli8kv 80 33 the the DT cord-355531-1cpli8kv 80 34 transportation transportation NN cord-355531-1cpli8kv 80 35 restriction restriction NN cord-355531-1cpli8kv 80 36 effect effect NN cord-355531-1cpli8kv 80 37 coefficient coefficient NN cord-355531-1cpli8kv 80 38 . . . cord-355531-1cpli8kv 81 1 β β NN cord-355531-1cpli8kv 81 2 0 0 CD cord-355531-1cpli8kv 81 3 was be VBD cord-355531-1cpli8kv 81 4 the the DT cord-355531-1cpli8kv 81 5 basic basic JJ cord-355531-1cpli8kv 81 6 transmission transmission NN cord-355531-1cpli8kv 81 7 rate rate NN cord-355531-1cpli8kv 81 8 without without IN cord-355531-1cpli8kv 81 9 transportation transportation NN cord-355531-1cpli8kv 81 10 restriction restriction NN cord-355531-1cpli8kv 81 11 . . . cord-355531-1cpli8kv 82 1 We -PRON- PRP cord-355531-1cpli8kv 82 2 included include VBD cord-355531-1cpli8kv 82 3 an an DT cord-355531-1cpli8kv 82 4 observation observation NN cord-355531-1cpli8kv 82 5 model model NN cord-355531-1cpli8kv 82 6 to to TO cord-355531-1cpli8kv 82 7 link link VB cord-355531-1cpli8kv 82 8 Wuhan Wuhan NNP cord-355531-1cpli8kv 82 9 's 's POS cord-355531-1cpli8kv 82 10 incidence incidence NN cord-355531-1cpli8kv 82 11 and and CC cord-355531-1cpli8kv 82 12 hospital hospital NN cord-355531-1cpli8kv 82 13 documented document VBN cord-355531-1cpli8kv 82 14 cases case NNS cord-355531-1cpli8kv 82 15 . . . cord-355531-1cpli8kv 83 1 The the DT cord-355531-1cpli8kv 83 2 estimation estimation NN cord-355531-1cpli8kv 83 3 of of IN cord-355531-1cpli8kv 83 4 the the DT cord-355531-1cpli8kv 83 5 number number NN cord-355531-1cpli8kv 83 6 of of IN cord-355531-1cpli8kv 83 7 hospital hospital NN cord-355531-1cpli8kv 83 8 daily daily RB cord-355531-1cpli8kv 83 9 confirmed confirm VBD cord-355531-1cpli8kv 83 10 cases case NNS cord-355531-1cpli8kv 83 11 ( ( -LRB- cord-355531-1cpli8kv 84 1 hosp_confirm hosp_confirm NNP cord-355531-1cpli8kv 84 2 ) ) -RRB- cord-355531-1cpli8kv 84 3 t+lag2 t+lag2 NNP cord-355531-1cpli8kv 84 4 given give VBN cord-355531-1cpli8kv 84 5 the the DT cord-355531-1cpli8kv 84 6 simulated simulated JJ cord-355531-1cpli8kv 84 7 Δ δ NN cord-355531-1cpli8kv 84 8 I i NN cord-355531-1cpli8kv 84 9 , , , cord-355531-1cpli8kv 84 10 t t NNP cord-355531-1cpli8kv 84 11 was be VBD cord-355531-1cpli8kv 84 12 derived derive VBN cord-355531-1cpli8kv 84 13 with with IN cord-355531-1cpli8kv 84 14 a a DT cord-355531-1cpli8kv 84 15 delay delay NN cord-355531-1cpli8kv 84 16 of of IN cord-355531-1cpli8kv 84 17 lag2 lag2 NN cord-355531-1cpli8kv 84 18 = = SYM cord-355531-1cpli8kv 84 19 6 6 CD cord-355531-1cpli8kv 84 20 days day NNS cord-355531-1cpli8kv 84 21 by by IN cord-355531-1cpli8kv 84 22 equation equation NN cord-355531-1cpli8kv 84 23 ( ( -LRB- cord-355531-1cpli8kv 84 24 4 4 CD cord-355531-1cpli8kv 84 25 ) ) -RRB- cord-355531-1cpli8kv 84 26 , , , cord-355531-1cpli8kv 84 27 and and CC cord-355531-1cpli8kv 84 28 the the DT cord-355531-1cpli8kv 84 29 proportion proportion NN cord-355531-1cpli8kv 84 30 of of IN cord-355531-1cpli8kv 84 31 documented document VBN cord-355531-1cpli8kv 84 32 infections infection NNS cord-355531-1cpli8kv 84 33 could could MD cord-355531-1cpli8kv 84 34 be be VB cord-355531-1cpli8kv 84 35 calculated calculate VBN cord-355531-1cpli8kv 84 36 by by IN cord-355531-1cpli8kv 84 37 equation equation NN cord-355531-1cpli8kv 84 38 ( ( -LRB- cord-355531-1cpli8kv 84 39 5 5 CD cord-355531-1cpli8kv 84 40 ) ) -RRB- cord-355531-1cpli8kv 84 41 : : : cord-355531-1cpli8kv 84 42 . . . cord-355531-1cpli8kv 85 1 CC CC NNP cord-355531-1cpli8kv 85 2 - - HYPH cord-355531-1cpli8kv 85 3 BY BY NNP cord-355531-1cpli8kv 85 4 - - HYPH cord-355531-1cpli8kv 85 5 ND ND NNP cord-355531-1cpli8kv 85 6 4.0 4.0 CD cord-355531-1cpli8kv 85 7 International international JJ cord-355531-1cpli8kv 85 8 license license NN cord-355531-1cpli8kv 86 1 It -PRON- PRP cord-355531-1cpli8kv 86 2 is be VBZ cord-355531-1cpli8kv 86 3 made make VBN cord-355531-1cpli8kv 86 4 available available JJ cord-355531-1cpli8kv 86 5 under under IN cord-355531-1cpli8kv 86 6 a a DT cord-355531-1cpli8kv 86 7 author author NN cord-355531-1cpli8kv 86 8 / / SYM cord-355531-1cpli8kv 86 9 funder funder NN cord-355531-1cpli8kv 86 10 , , , cord-355531-1cpli8kv 86 11 who who WP cord-355531-1cpli8kv 86 12 has have VBZ cord-355531-1cpli8kv 86 13 granted grant VBN cord-355531-1cpli8kv 86 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 86 15 a a DT cord-355531-1cpli8kv 86 16 license license NN cord-355531-1cpli8kv 86 17 to to TO cord-355531-1cpli8kv 86 18 display display VB cord-355531-1cpli8kv 86 19 the the DT cord-355531-1cpli8kv 86 20 preprint preprint NN cord-355531-1cpli8kv 86 21 in in IN cord-355531-1cpli8kv 86 22 perpetuity perpetuity NN cord-355531-1cpli8kv 86 23 . . . cord-355531-1cpli8kv 87 1 is be VBZ cord-355531-1cpli8kv 87 2 the the DT cord-355531-1cpli8kv 87 3 ( ( -LRB- cord-355531-1cpli8kv 87 4 which which WDT cord-355531-1cpli8kv 87 5 was be VBD cord-355531-1cpli8kv 87 6 not not RB cord-355531-1cpli8kv 87 7 peer peer NN cord-355531-1cpli8kv 87 8 - - HYPH cord-355531-1cpli8kv 87 9 reviewed review VBN cord-355531-1cpli8kv 87 10 ) ) -RRB- cord-355531-1cpli8kv 88 1 The the DT cord-355531-1cpli8kv 88 2 copyright copyright NN cord-355531-1cpli8kv 88 3 holder holder NN cord-355531-1cpli8kv 88 4 for for IN cord-355531-1cpli8kv 88 5 this this DT cord-355531-1cpli8kv 88 6 preprint preprint NN cord-355531-1cpli8kv 88 7 . . . cord-355531-1cpli8kv 89 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 89 2 doi doi NN cord-355531-1cpli8kv 89 3 : : : cord-355531-1cpli8kv 90 1 medRxiv medRxiv NNS cord-355531-1cpli8kv 90 2 preprint preprint NN cord-355531-1cpli8kv 90 3 where where WRB cord-355531-1cpli8kv 90 4 p(m|i p(m|i NNP cord-355531-1cpli8kv 90 5 ) ) -RRB- cord-355531-1cpli8kv 90 6 represented represent VBD cord-355531-1cpli8kv 90 7 the the DT cord-355531-1cpli8kv 90 8 probability probability NN cord-355531-1cpli8kv 90 9 that that IN cord-355531-1cpli8kv 90 10 a a DT cord-355531-1cpli8kv 90 11 person person NN cord-355531-1cpli8kv 90 12 with with IN cord-355531-1cpli8kv 90 13 COVID-19 COVID-19 . cord-355531-1cpli8kv 90 14 seek seek VB cord-355531-1cpli8kv 90 15 medical medical JJ cord-355531-1cpli8kv 90 16 attention attention NN cord-355531-1cpli8kv 90 17 , , , cord-355531-1cpli8kv 90 18 which which WDT cord-355531-1cpli8kv 90 19 was be VBD cord-355531-1cpli8kv 90 20 assumed assume VBN cord-355531-1cpli8kv 90 21 as as IN cord-355531-1cpli8kv 90 22 0.8 0.8 CD cord-355531-1cpli8kv 91 1 ; ; : cord-355531-1cpli8kv 91 2 p(hosp_diag|i p(hosp_diag|i NN cord-355531-1cpli8kv 91 3 ) ) -RRB- cord-355531-1cpli8kv 91 4 t t NN cord-355531-1cpli8kv 91 5 was be VBD cord-355531-1cpli8kv 91 6 the the DT cord-355531-1cpli8kv 91 7 hospital hospital NN cord-355531-1cpli8kv 91 8 - - HYPH cord-355531-1cpli8kv 91 9 diagnose diagnose NN cord-355531-1cpli8kv 91 10 rate rate NN cord-355531-1cpli8kv 91 11 , , , cord-355531-1cpli8kv 91 12 the the DT cord-355531-1cpli8kv 91 13 probability probability NN cord-355531-1cpli8kv 91 14 that that IN cord-355531-1cpli8kv 91 15 a a DT cord-355531-1cpli8kv 91 16 person person NN cord-355531-1cpli8kv 91 17 infected infect VBN cord-355531-1cpli8kv 91 18 with with IN cord-355531-1cpli8kv 91 19 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 91 20 would would MD cord-355531-1cpli8kv 91 21 be be VB cord-355531-1cpli8kv 91 22 diagnosed diagnose VBN cord-355531-1cpli8kv 91 23 as as IN cord-355531-1cpli8kv 91 24 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 91 25 case case NN cord-355531-1cpli8kv 91 26 by by IN cord-355531-1cpli8kv 91 27 the the DT cord-355531-1cpli8kv 91 28 hospital hospital NN cord-355531-1cpli8kv 91 29 ; ; : cord-355531-1cpli8kv 91 30 ( ( -LRB- cord-355531-1cpli8kv 91 31 Proportion proportion NN cord-355531-1cpli8kv 91 32 of of IN cord-355531-1cpli8kv 91 33 documented document VBN cord-355531-1cpli8kv 91 34 infections infection NNS cord-355531-1cpli8kv 91 35 ) ) -RRB- cord-355531-1cpli8kv 91 36 t t NN cord-355531-1cpli8kv 91 37 , , , cord-355531-1cpli8kv 91 38 the the DT cord-355531-1cpli8kv 91 39 probability probability NN cord-355531-1cpli8kv 91 40 that that IN cord-355531-1cpli8kv 91 41 a a DT cord-355531-1cpli8kv 91 42 person person NN cord-355531-1cpli8kv 91 43 infected infect VBN cord-355531-1cpli8kv 91 44 with with IN cord-355531-1cpli8kv 91 45 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 91 46 would would MD cord-355531-1cpli8kv 91 47 be be VB cord-355531-1cpli8kv 91 48 confirmed confirm VBN cord-355531-1cpli8kv 91 49 and and CC cord-355531-1cpli8kv 91 50 documented document VBN cord-355531-1cpli8kv 91 51 by by IN cord-355531-1cpli8kv 91 52 hospitals hospital NNS cord-355531-1cpli8kv 91 53 , , , cord-355531-1cpli8kv 91 54 could could MD cord-355531-1cpli8kv 91 55 be be VB cord-355531-1cpli8kv 91 56 estimated estimate VBN cord-355531-1cpli8kv 91 57 by by IN cord-355531-1cpli8kv 91 58 the the DT cord-355531-1cpli8kv 91 59 conduct conduct NN cord-355531-1cpli8kv 91 60 of of IN cord-355531-1cpli8kv 91 61 p(m|i p(m|i NNPS cord-355531-1cpli8kv 91 62 ) ) -RRB- cord-355531-1cpli8kv 91 63 and and CC cord-355531-1cpli8kv 91 64 p(hosp_diag|i p(hosp_diag|i NN cord-355531-1cpli8kv 91 65 ) ) -RRB- cord-355531-1cpli8kv 91 66 t t NN cord-355531-1cpli8kv 91 67 . . . cord-355531-1cpli8kv 92 1 Since since IN cord-355531-1cpli8kv 92 2 the the DT cord-355531-1cpli8kv 92 3 hospital hospital NN cord-355531-1cpli8kv 92 4 diagnostic diagnostic JJ cord-355531-1cpli8kv 92 5 rate rate NN cord-355531-1cpli8kv 92 6 progressed progress VBN cord-355531-1cpli8kv 92 7 by by IN cord-355531-1cpli8kv 92 8 time time NN cord-355531-1cpli8kv 92 9 , , , cord-355531-1cpli8kv 92 10 p(hosp_diag|i p(hosp_diag|i NN cord-355531-1cpli8kv 92 11 ) ) -RRB- cord-355531-1cpli8kv 92 12 t t NN cord-355531-1cpli8kv 92 13 was be VBD cord-355531-1cpli8kv 92 14 assumed assume VBN cord-355531-1cpli8kv 92 15 to to TO cord-355531-1cpli8kv 92 16 have have VB cord-355531-1cpli8kv 92 17 three three CD cord-355531-1cpli8kv 92 18 different different JJ cord-355531-1cpli8kv 92 19 values value NNS cord-355531-1cpli8kv 92 20 : : : cord-355531-1cpli8kv 92 21 p(hosp_diag|i)_1 p(hosp_diag|i)_1 XX cord-355531-1cpli8kv 92 22 when when WRB cord-355531-1cpli8kv 92 23 the the DT cord-355531-1cpli8kv 92 24 test test NN cord-355531-1cpli8kv 92 25 kits kit NNS cord-355531-1cpli8kv 92 26 were be VBD cord-355531-1cpli8kv 92 27 limited limit VBN cord-355531-1cpli8kv 92 28 ( ( -LRB- cord-355531-1cpli8kv 92 29 before before IN cord-355531-1cpli8kv 92 30 January January NNP cord-355531-1cpli8kv 92 31 27 27 CD cord-355531-1cpli8kv 92 32 ) ) -RRB- cord-355531-1cpli8kv 92 33 , , , cord-355531-1cpli8kv 92 34 p(hosp_diag|i)_2 p(hosp_diag|i)_2 RB cord-355531-1cpli8kv 92 35 when when WRB cord-355531-1cpli8kv 92 36 the the DT cord-355531-1cpli8kv 92 37 kits kit NNS cord-355531-1cpli8kv 92 38 were be VBD cord-355531-1cpli8kv 92 39 enough enough JJ cord-355531-1cpli8kv 92 40 but but CC cord-355531-1cpli8kv 92 41 the the DT cord-355531-1cpli8kv 92 42 diagnostic diagnostic JJ cord-355531-1cpli8kv 92 43 criteria criterion NNS cord-355531-1cpli8kv 92 44 were be VBD cord-355531-1cpli8kv 92 45 biased bias VBN cord-355531-1cpli8kv 92 46 7 7 CD cord-355531-1cpli8kv 92 47 ( ( -LRB- cord-355531-1cpli8kv 92 48 January January NNP cord-355531-1cpli8kv 92 49 27 27 CD cord-355531-1cpli8kv 92 50 to to IN cord-355531-1cpli8kv 92 51 February February NNP cord-355531-1cpli8kv 92 52 11 11 CD cord-355531-1cpli8kv 92 53 ) ) -RRB- cord-355531-1cpli8kv 92 54 , , , cord-355531-1cpli8kv 92 55 and and CC cord-355531-1cpli8kv 92 56 p(hosp_diag|i)_3 p(hosp_diag|i)_3 NN cord-355531-1cpli8kv 92 57 when when WRB cord-355531-1cpli8kv 92 58 the the DT cord-355531-1cpli8kv 92 59 kits kit NNS cord-355531-1cpli8kv 92 60 were be VBD cord-355531-1cpli8kv 92 61 enough enough JJ cord-355531-1cpli8kv 92 62 and and CC cord-355531-1cpli8kv 92 63 the the DT cord-355531-1cpli8kv 92 64 diagnostic diagnostic JJ cord-355531-1cpli8kv 92 65 criteria criterion NNS cord-355531-1cpli8kv 92 66 were be VBD cord-355531-1cpli8kv 92 67 accurate accurate JJ cord-355531-1cpli8kv 92 68 18 18 CD cord-355531-1cpli8kv 92 69 ( ( -LRB- cord-355531-1cpli8kv 92 70 after after IN cord-355531-1cpli8kv 92 71 February February NNP cord-355531-1cpli8kv 92 72 12 12 CD cord-355531-1cpli8kv 92 73 ) ) -RRB- cord-355531-1cpli8kv 92 74 . . . cord-355531-1cpli8kv 93 1 The the DT cord-355531-1cpli8kv 93 2 values value NNS cord-355531-1cpli8kv 93 3 of of IN cord-355531-1cpli8kv 93 4 p(hosp_diag|i)_1,2,3 p(hosp_diag|i)_1,2,3 NNPS cord-355531-1cpli8kv 93 5 were be VBD cord-355531-1cpli8kv 93 6 estimated estimate VBN cord-355531-1cpli8kv 93 7 after after IN cord-355531-1cpli8kv 93 8 fitting fit VBG cord-355531-1cpli8kv 93 9 the the DT cord-355531-1cpli8kv 93 10 model model NN cord-355531-1cpli8kv 93 11 to to IN cord-355531-1cpli8kv 93 12 the the DT cord-355531-1cpli8kv 93 13 hospital hospital NN cord-355531-1cpli8kv 93 14 's 's POS cord-355531-1cpli8kv 93 15 daily daily RB cord-355531-1cpli8kv 93 16 confirmed confirm VBN cord-355531-1cpli8kv 93 17 cases case NNS cord-355531-1cpli8kv 93 18 . . . cord-355531-1cpli8kv 94 1 The the DT cord-355531-1cpli8kv 94 2 recorded record VBN cord-355531-1cpli8kv 94 3 cases case NNS cord-355531-1cpli8kv 94 4 on on IN cord-355531-1cpli8kv 94 5 January January NNP cord-355531-1cpli8kv 94 6 27 27 CD cord-355531-1cpli8kv 94 7 , , , cord-355531-1cpli8kv 94 8 February February NNP cord-355531-1cpli8kv 94 9 12 12 CD cord-355531-1cpli8kv 94 10 , , , cord-355531-1cpli8kv 94 11 and and CC cord-355531-1cpli8kv 94 12 February February NNP cord-355531-1cpli8kv 94 13 13 13 CD cord-355531-1cpli8kv 94 14 were be VBD cord-355531-1cpli8kv 94 15 over over RB cord-355531-1cpli8kv 94 16 - - HYPH cord-355531-1cpli8kv 94 17 documented document VBN cord-355531-1cpli8kv 94 18 than than IN cord-355531-1cpli8kv 94 19 the the DT cord-355531-1cpli8kv 94 20 actual actual JJ cord-355531-1cpli8kv 94 21 new new JJ cord-355531-1cpli8kv 94 22 infections infection NNS cord-355531-1cpli8kv 94 23 due due JJ cord-355531-1cpli8kv 94 24 to to IN cord-355531-1cpli8kv 94 25 the the DT cord-355531-1cpli8kv 94 26 sudden sudden JJ cord-355531-1cpli8kv 94 27 change change NN cord-355531-1cpli8kv 94 28 of of IN cord-355531-1cpli8kv 94 29 detection detection NN cord-355531-1cpli8kv 94 30 capability capability NN cord-355531-1cpli8kv 95 1 happened happen VBD cord-355531-1cpli8kv 95 2 on on IN cord-355531-1cpli8kv 95 3 these these DT cord-355531-1cpli8kv 95 4 days day NNS cord-355531-1cpli8kv 95 5 , , , cord-355531-1cpli8kv 95 6 we -PRON- PRP cord-355531-1cpli8kv 95 7 filled fill VBD cord-355531-1cpli8kv 95 8 these these DT cord-355531-1cpli8kv 95 9 points point NNS cord-355531-1cpli8kv 95 10 with with IN cord-355531-1cpli8kv 95 11 smoothing smooth VBG cord-355531-1cpli8kv 95 12 values value NNS cord-355531-1cpli8kv 95 13 on on IN cord-355531-1cpli8kv 95 14 the the DT cord-355531-1cpli8kv 95 15 model model NN cord-355531-1cpli8kv 95 16 fitting fitting NN cord-355531-1cpli8kv 95 17 process process NN cord-355531-1cpli8kv 95 18 . . . cord-355531-1cpli8kv 96 1 After after IN cord-355531-1cpli8kv 96 2 obtaining obtain VBG cord-355531-1cpli8kv 96 3 the the DT cord-355531-1cpli8kv 96 4 posterior posterior JJ cord-355531-1cpli8kv 96 5 simulation simulation NN cord-355531-1cpli8kv 96 6 matrix matrix NN cord-355531-1cpli8kv 96 7 of of IN cord-355531-1cpli8kv 96 8 parameters parameter NNS cord-355531-1cpli8kv 96 9 and and CC cord-355531-1cpli8kv 96 10 model model NN cord-355531-1cpli8kv 96 11 hidden hide VBN cord-355531-1cpli8kv 96 12 compartments compartment NNS cord-355531-1cpli8kv 96 13 , , , cord-355531-1cpli8kv 96 14 R r NN cord-355531-1cpli8kv 96 15 t t NN cord-355531-1cpli8kv 96 16 , , , cord-355531-1cpli8kv 96 17 the the DT cord-355531-1cpli8kv 96 18 effective effective JJ cord-355531-1cpli8kv 96 19 reproductive reproductive JJ cord-355531-1cpli8kv 96 20 number number NN cord-355531-1cpli8kv 96 21 at at IN cord-355531-1cpli8kv 96 22 time time NN cord-355531-1cpli8kv 96 23 t t NNP cord-355531-1cpli8kv 96 24 , , , cord-355531-1cpli8kv 96 25 was be VBD cord-355531-1cpli8kv 96 26 calculated calculate VBN cord-355531-1cpli8kv 96 27 using use VBG cord-355531-1cpli8kv 96 28 the the DT cord-355531-1cpli8kv 96 29 next next JJ cord-355531-1cpli8kv 96 30 - - HYPH cord-355531-1cpli8kv 96 31 generation generation NN cord-355531-1cpli8kv 96 32 matrix matrix NN cord-355531-1cpli8kv 96 33 approach approach NN cord-355531-1cpli8kv 96 34 . . . cord-355531-1cpli8kv 97 1 Following follow VBG cord-355531-1cpli8kv 97 2 the the DT cord-355531-1cpli8kv 97 3 same same JJ cord-355531-1cpli8kv 97 4 notation notation NN cord-355531-1cpli8kv 97 5 as as IN cord-355531-1cpli8kv 97 6 in in IN cord-355531-1cpli8kv 97 7 the the DT cord-355531-1cpli8kv 97 8 study study NN cord-355531-1cpli8kv 97 9 by by IN cord-355531-1cpli8kv 97 10 Diekmann Diekmann NNP cord-355531-1cpli8kv 97 11 et et NNP cord-355531-1cpli8kv 97 12 al al NNP cord-355531-1cpli8kv 97 13 . . . cord-355531-1cpli8kv 98 1 23 23 CD cord-355531-1cpli8kv 98 2 , , , cord-355531-1cpli8kv 98 3 we -PRON- PRP cord-355531-1cpli8kv 98 4 obtained obtain VBD cord-355531-1cpli8kv 98 5 the the DT cord-355531-1cpli8kv 98 6 transmission transmission NN cord-355531-1cpli8kv 98 7 matrix matrix NN cord-355531-1cpli8kv 98 8 T t NN cord-355531-1cpli8kv 98 9 and and CC cord-355531-1cpli8kv 98 10 the the DT cord-355531-1cpli8kv 98 11 transition transition NN cord-355531-1cpli8kv 98 12 Σ. σ. NN cord-355531-1cpli8kv 99 1 Each each DT cord-355531-1cpli8kv 99 2 element element NN cord-355531-1cpli8kv 99 3 in in IN cord-355531-1cpli8kv 99 4 T T NNP cord-355531-1cpli8kv 99 5 represents represent VBZ cord-355531-1cpli8kv 99 6 the the DT cord-355531-1cpli8kv 99 7 average average JJ cord-355531-1cpli8kv 99 8 newly newly RB cord-355531-1cpli8kv 99 9 infected infect VBN cord-355531-1cpli8kv 99 10 cases case NNS cord-355531-1cpli8kv 99 11 in in IN cord-355531-1cpli8kv 99 12 exposed expose VBN cord-355531-1cpli8kv 99 13 ( ( -LRB- cord-355531-1cpli8kv 99 14 E e NN cord-355531-1cpli8kv 99 15 ) ) -RRB- cord-355531-1cpli8kv 99 16 in in IN cord-355531-1cpli8kv 99 17 a a DT cord-355531-1cpli8kv 99 18 unit unit NN cord-355531-1cpli8kv 99 19 time time NN cord-355531-1cpli8kv 99 20 transmitted transmit VBN cord-355531-1cpli8kv 99 21 by by IN cord-355531-1cpli8kv 99 22 a a DT cord-355531-1cpli8kv 99 23 single single JJ cord-355531-1cpli8kv 99 24 infected infected JJ cord-355531-1cpli8kv 99 25 individual individual NN cord-355531-1cpli8kv 99 26 in in IN cord-355531-1cpli8kv 99 27 exposed expose VBN cord-355531-1cpli8kv 99 28 ( ( -LRB- cord-355531-1cpli8kv 99 29 E e NN cord-355531-1cpli8kv 99 30 ) ) -RRB- cord-355531-1cpli8kv 99 31 or or CC cord-355531-1cpli8kv 99 32 infectious infectious JJ cord-355531-1cpli8kv 99 33 group group NN cord-355531-1cpli8kv 99 34 ( ( -LRB- cord-355531-1cpli8kv 99 35 I i NN cord-355531-1cpli8kv 99 36 ) ) -RRB- cord-355531-1cpli8kv 99 37 , , , cord-355531-1cpli8kv 99 38 which which WDT cord-355531-1cpli8kv 99 39 can can MD cord-355531-1cpli8kv 99 40 be be VB cord-355531-1cpli8kv 99 41 calculated calculate VBN cord-355531-1cpli8kv 99 42 as as IN cord-355531-1cpli8kv 99 43 β β NNP cord-355531-1cpli8kv 99 44 t t NNP cord-355531-1cpli8kv 99 45 [ [ -LRB- cord-355531-1cpli8kv 99 46 ( ( -LRB- cord-355531-1cpli8kv 99 47 1 1 CD cord-355531-1cpli8kv 99 48 σ σ NN cord-355531-1cpli8kv 99 49 −η −η NNP cord-355531-1cpli8kv 99 50 1 1 CD cord-355531-1cpli8kv 99 51 σ σ NNP cord-355531-1cpli8kv 99 52 ) ) -RRB- cord-355531-1cpli8kv 99 53 ] ] -RRB- cord-355531-1cpli8kv 100 1 S S NNP cord-355531-1cpli8kv 100 2 t t NN cord-355531-1cpli8kv 100 3 or or CC cord-355531-1cpli8kv 100 4 β β NN cord-355531-1cpli8kv 100 5 t t NN cord-355531-1cpli8kv 100 6 S S NNP cord-355531-1cpli8kv 100 7 t t NN cord-355531-1cpli8kv 100 8 . . . cord-355531-1cpli8kv 101 1 Σ Σ NNP cord-355531-1cpli8kv 101 2 represents represent VBZ cord-355531-1cpli8kv 101 3 the the DT cord-355531-1cpli8kv 101 4 transitions transition NNS cord-355531-1cpli8kv 101 5 between between IN cord-355531-1cpli8kv 101 6 cases case NNS cord-355531-1cpli8kv 101 7 in in IN cord-355531-1cpli8kv 101 8 different different JJ cord-355531-1cpli8kv 101 9 groups group NNS cord-355531-1cpli8kv 101 10 . . . cord-355531-1cpli8kv 102 1 R r NN cord-355531-1cpli8kv 102 2 t t NN cord-355531-1cpli8kv 102 3 can can MD cord-355531-1cpli8kv 102 4 be be VB cord-355531-1cpli8kv 102 5 calculated calculate VBN cord-355531-1cpli8kv 102 6 as as IN cord-355531-1cpli8kv 102 7 the the DT cord-355531-1cpli8kv 102 8 first first JJ cord-355531-1cpli8kv 102 9 eigenvector eigenvector NN cord-355531-1cpli8kv 102 10 using use VBG cord-355531-1cpli8kv 102 11 the the DT cord-355531-1cpli8kv 102 12 following follow VBG cord-355531-1cpli8kv 102 13 formula formula NN cord-355531-1cpli8kv 102 14 : : : cord-355531-1cpli8kv 102 15 where where WRB cord-355531-1cpli8kv 102 16 β β NNP cord-355531-1cpli8kv 102 17 t t NNP cord-355531-1cpli8kv 102 18 , , , cord-355531-1cpli8kv 102 19 S S NNP cord-355531-1cpli8kv 102 20 t t NNP cord-355531-1cpli8kv 102 21 , , , cord-355531-1cpli8kv 102 22 σ σ NNP cord-355531-1cpli8kv 102 23 , , , cord-355531-1cpli8kv 102 24 q q NNP cord-355531-1cpli8kv 102 25 , , , cord-355531-1cpli8kv 102 26 γ γ NNP cord-355531-1cpli8kv 102 27 , , , cord-355531-1cpli8kv 102 28 and and CC cord-355531-1cpli8kv 102 29 N n CD cord-355531-1cpli8kv 102 30 were be VBD cord-355531-1cpli8kv 102 31 defined define VBN cord-355531-1cpli8kv 102 32 as as IN cord-355531-1cpli8kv 102 33 the the DT cord-355531-1cpli8kv 102 34 same same JJ cord-355531-1cpli8kv 102 35 as as IN cord-355531-1cpli8kv 102 36 the the DT cord-355531-1cpli8kv 102 37 previous previous JJ cord-355531-1cpli8kv 102 38 sections section NNS cord-355531-1cpli8kv 102 39 . . . cord-355531-1cpli8kv 103 1 The the DT cord-355531-1cpli8kv 103 2 posterior posterior JJ cord-355531-1cpli8kv 103 3 distributions distribution NNS cord-355531-1cpli8kv 103 4 of of IN cord-355531-1cpli8kv 103 5 epidemiological epidemiological JJ cord-355531-1cpli8kv 103 6 parameters parameter NNS cord-355531-1cpli8kv 103 7 were be VBD cord-355531-1cpli8kv 103 8 obtained obtain VBN cord-355531-1cpli8kv 103 9 using use VBG cord-355531-1cpli8kv 103 10 an an DT cord-355531-1cpli8kv 103 11 SMC SMC NNP cord-355531-1cpli8kv 103 12 algorithm algorithm NN cord-355531-1cpli8kv 103 13 implemented implement VBN cord-355531-1cpli8kv 103 14 in in IN cord-355531-1cpli8kv 103 15 the the DT cord-355531-1cpli8kv 103 16 Nimble Nimble NNP cord-355531-1cpli8kv 103 17 R R NNP cord-355531-1cpli8kv 103 18 library library NN cord-355531-1cpli8kv 103 19 . . . cord-355531-1cpli8kv 104 1 The the DT cord-355531-1cpli8kv 104 2 priors prior NNS cord-355531-1cpli8kv 104 3 for for IN cord-355531-1cpli8kv 104 4 parameters parameter NNS cord-355531-1cpli8kv 104 5 in in IN cord-355531-1cpli8kv 104 6 the the DT cord-355531-1cpli8kv 104 7 modelfilter modelfilter NN cord-355531-1cpli8kv 104 8 frameworks framework NNS cord-355531-1cpli8kv 104 9 were be VBD cord-355531-1cpli8kv 104 10 drawn draw VBN cord-355531-1cpli8kv 104 11 from from IN cord-355531-1cpli8kv 104 12 the the DT cord-355531-1cpli8kv 104 13 following follow VBG cord-355531-1cpli8kv 104 14 distributions distribution NNS cord-355531-1cpli8kv 104 15 : : : cord-355531-1cpli8kv 104 16 for for IN cord-355531-1cpli8kv 104 17 the the DT cord-355531-1cpli8kv 104 18 incubation incubation NN cord-355531-1cpli8kv 105 1 time,1 time,1 NNP cord-355531-1cpli8kv 105 2 / / SYM cord-355531-1cpli8kv 105 3 σ σ NN cord-355531-1cpli8kv 105 4 ~ ~ NFP cord-355531-1cpli8kv 105 5 U(1,10 u(1,10 NN cord-355531-1cpli8kv 105 6 ) ) -RRB- cord-355531-1cpli8kv 105 7 ; ; : cord-355531-1cpli8kv 105 8 for for IN cord-355531-1cpli8kv 105 9 the the DT cord-355531-1cpli8kv 105 10 latent latent JJ cord-355531-1cpli8kv 105 11 time time NN cord-355531-1cpli8kv 105 12 , , , cord-355531-1cpli8kv 105 13 η η NN cord-355531-1cpli8kv 105 14 ~ ~ NFP cord-355531-1cpli8kv 105 15 U(1,7 U(1,7 NNP cord-355531-1cpli8kv 105 16 ) ) -RRB- cord-355531-1cpli8kv 105 17 ; ; : cord-355531-1cpli8kv 105 18 1 1 CD cord-355531-1cpli8kv 105 19 / / SYM cord-355531-1cpli8kv 105 20 q q NN cord-355531-1cpli8kv 105 21 ~ ~ NFP cord-355531-1cpli8kv 105 22 U(1,10 u(1,10 NN cord-355531-1cpli8kv 105 23 ) ) -RRB- cord-355531-1cpli8kv 105 24 , , , cord-355531-1cpli8kv 105 25 for for IN cord-355531-1cpli8kv 105 26 the the DT cord-355531-1cpli8kv 105 27 time time NN cord-355531-1cpli8kv 105 28 from from IN cord-355531-1cpli8kv 105 29 onset onset NN cord-355531-1cpli8kv 105 30 to to IN cord-355531-1cpli8kv 105 31 quarantine quarantine NN cord-355531-1cpli8kv 105 32 ; ; : cord-355531-1cpli8kv 105 33 β β NN cord-355531-1cpli8kv 105 34 0~U 0~u CD cord-355531-1cpli8kv 105 35 ( ( -LRB- cord-355531-1cpli8kv 105 36 0,1 0,1 CD cord-355531-1cpli8kv 105 37 ) ) -RRB- cord-355531-1cpli8kv 105 38 for for IN cord-355531-1cpli8kv 105 39 transmission transmission NN cord-355531-1cpli8kv 105 40 rate rate NN cord-355531-1cpli8kv 105 41 baseline baseline NN cord-355531-1cpli8kv 105 42 ; ; : cord-355531-1cpli8kv 105 43 and and CC cord-355531-1cpli8kv 105 44 α α NN cord-355531-1cpli8kv 105 45 ~ ~ NFP cord-355531-1cpli8kv 105 46 N(0,1 N(0,1 NNP cord-355531-1cpli8kv 105 47 ) ) -RRB- cord-355531-1cpli8kv 105 48 , , , cord-355531-1cpli8kv 105 49 for for IN cord-355531-1cpli8kv 105 50 transportation transportation NN cord-355531-1cpli8kv 105 51 control control NN cord-355531-1cpli8kv 105 52 coefficient coefficient NN cord-355531-1cpli8kv 105 53 . . . cord-355531-1cpli8kv 105 54 . . . cord-355531-1cpli8kv 106 1 CC CC NNP cord-355531-1cpli8kv 106 2 - - HYPH cord-355531-1cpli8kv 106 3 BY BY NNP cord-355531-1cpli8kv 106 4 - - HYPH cord-355531-1cpli8kv 106 5 ND ND NNP cord-355531-1cpli8kv 106 6 4.0 4.0 CD cord-355531-1cpli8kv 106 7 International international JJ cord-355531-1cpli8kv 106 8 license license NN cord-355531-1cpli8kv 107 1 It -PRON- PRP cord-355531-1cpli8kv 107 2 is be VBZ cord-355531-1cpli8kv 107 3 made make VBN cord-355531-1cpli8kv 107 4 available available JJ cord-355531-1cpli8kv 107 5 under under IN cord-355531-1cpli8kv 107 6 a a DT cord-355531-1cpli8kv 107 7 author author NN cord-355531-1cpli8kv 107 8 / / SYM cord-355531-1cpli8kv 107 9 funder funder NN cord-355531-1cpli8kv 107 10 , , , cord-355531-1cpli8kv 107 11 who who WP cord-355531-1cpli8kv 107 12 has have VBZ cord-355531-1cpli8kv 107 13 granted grant VBN cord-355531-1cpli8kv 107 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 107 15 a a DT cord-355531-1cpli8kv 107 16 license license NN cord-355531-1cpli8kv 107 17 to to TO cord-355531-1cpli8kv 107 18 display display VB cord-355531-1cpli8kv 107 19 the the DT cord-355531-1cpli8kv 107 20 preprint preprint NN cord-355531-1cpli8kv 107 21 in in IN cord-355531-1cpli8kv 107 22 perpetuity perpetuity NN cord-355531-1cpli8kv 107 23 . . . cord-355531-1cpli8kv 108 1 is be VBZ cord-355531-1cpli8kv 108 2 the the DT cord-355531-1cpli8kv 108 3 ( ( -LRB- cord-355531-1cpli8kv 108 4 which which WDT cord-355531-1cpli8kv 108 5 was be VBD cord-355531-1cpli8kv 108 6 not not RB cord-355531-1cpli8kv 108 7 peer peer NN cord-355531-1cpli8kv 108 8 - - HYPH cord-355531-1cpli8kv 108 9 reviewed review VBN cord-355531-1cpli8kv 108 10 ) ) -RRB- cord-355531-1cpli8kv 109 1 The the DT cord-355531-1cpli8kv 109 2 copyright copyright NN cord-355531-1cpli8kv 109 3 holder holder NN cord-355531-1cpli8kv 109 4 for for IN cord-355531-1cpli8kv 109 5 this this DT cord-355531-1cpli8kv 109 6 preprint preprint NN cord-355531-1cpli8kv 109 7 . . . cord-355531-1cpli8kv 110 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 110 2 doi doi NN cord-355531-1cpli8kv 110 3 : : : cord-355531-1cpli8kv 111 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 111 2 preprint preprint NNP cord-355531-1cpli8kv 112 1 To to TO cord-355531-1cpli8kv 112 2 assess assess VB cord-355531-1cpli8kv 112 3 convergence convergence NN cord-355531-1cpli8kv 112 4 , , , cord-355531-1cpli8kv 112 5 we -PRON- PRP cord-355531-1cpli8kv 112 6 performed perform VBD cord-355531-1cpli8kv 112 7 three three CD cord-355531-1cpli8kv 112 8 independent independent JJ cord-355531-1cpli8kv 112 9 runs run NNS cord-355531-1cpli8kv 112 10 of of IN cord-355531-1cpli8kv 112 11 the the DT cord-355531-1cpli8kv 112 12 SMC SMC NNP cord-355531-1cpli8kv 112 13 algorithm algorithm NN cord-355531-1cpli8kv 112 14 set set VBN cord-355531-1cpli8kv 112 15 to to IN cord-355531-1cpli8kv 112 16 100,000 100,000 CD cord-355531-1cpli8kv 112 17 iterations iteration NNS cord-355531-1cpli8kv 112 18 of of IN cord-355531-1cpli8kv 112 19 1000 1000 CD cord-355531-1cpli8kv 112 20 particle particle NN cord-355531-1cpli8kv 112 21 samples sample NNS cord-355531-1cpli8kv 112 22 each each DT cord-355531-1cpli8kv 112 23 . . . cord-355531-1cpli8kv 113 1 We -PRON- PRP cord-355531-1cpli8kv 113 2 then then RB cord-355531-1cpli8kv 113 3 calculated calculate VBD cord-355531-1cpli8kv 113 4 the the DT cord-355531-1cpli8kv 113 5 effective effective JJ cord-355531-1cpli8kv 113 6 sample sample NN cord-355531-1cpli8kv 113 7 size size NN cord-355531-1cpli8kv 113 8 ( ( -LRB- cord-355531-1cpli8kv 113 9 ESS ESS NNP cord-355531-1cpli8kv 113 10 ) ) -RRB- cord-355531-1cpli8kv 113 11 and and CC cord-355531-1cpli8kv 113 12 Gelman Gelman NNP cord-355531-1cpli8kv 113 13 - - HYPH cord-355531-1cpli8kv 113 14 Rubin Rubin NNP cord-355531-1cpli8kv 113 15 convergence convergence NN cord-355531-1cpli8kv 113 16 diagnostic diagnostic JJ cord-355531-1cpli8kv 113 17 statistic statistic NN cord-355531-1cpli8kv 113 18 across across IN cord-355531-1cpli8kv 113 19 the the DT cord-355531-1cpli8kv 113 20 three three CD cord-355531-1cpli8kv 113 21 independent independent JJ cord-355531-1cpli8kv 113 22 chains chain NNS cord-355531-1cpli8kv 113 23 . . . cord-355531-1cpli8kv 114 1 The the DT cord-355531-1cpli8kv 114 2 spread spread NN cord-355531-1cpli8kv 114 3 of of IN cord-355531-1cpli8kv 114 4 the the DT cord-355531-1cpli8kv 114 5 Wuhan Wuhan NNP cord-355531-1cpli8kv 114 6 local local JJ cord-355531-1cpli8kv 114 7 epidemic epidemic NN cord-355531-1cpli8kv 114 8 followed follow VBD cord-355531-1cpli8kv 114 9 an an DT cord-355531-1cpli8kv 114 10 exponential exponential JJ cord-355531-1cpli8kv 114 11 growth growth NN cord-355531-1cpli8kv 114 12 before before IN cord-355531-1cpli8kv 114 13 February February NNP cord-355531-1cpli8kv 114 14 4 4 CD cord-355531-1cpli8kv 114 15 , , , cord-355531-1cpli8kv 114 16 and and CC cord-355531-1cpli8kv 114 17 a a DT cord-355531-1cpli8kv 114 18 short short JJ cord-355531-1cpli8kv 114 19 decreasing decreasing NN cord-355531-1cpli8kv 114 20 period period NN cord-355531-1cpli8kv 114 21 . . . cord-355531-1cpli8kv 115 1 This this DT cord-355531-1cpli8kv 115 2 decreasing decrease VBG cord-355531-1cpli8kv 115 3 period period NN cord-355531-1cpli8kv 115 4 was be VBD cord-355531-1cpli8kv 115 5 followed follow VBN cord-355531-1cpli8kv 115 6 by by IN cord-355531-1cpli8kv 115 7 a a DT cord-355531-1cpli8kv 115 8 second second JJ cord-355531-1cpli8kv 115 9 high high JJ cord-355531-1cpli8kv 115 10 peak peak NN cord-355531-1cpli8kv 115 11 occurring occur VBG cord-355531-1cpli8kv 115 12 on on IN cord-355531-1cpli8kv 115 13 February February NNP cord-355531-1cpli8kv 115 14 12 12 CD cord-355531-1cpli8kv 115 15 . . . cord-355531-1cpli8kv 116 1 Our -PRON- PRP$ cord-355531-1cpli8kv 116 2 stochastic stochastic JJ cord-355531-1cpli8kv 116 3 SEIQR SEIQR NNP cord-355531-1cpli8kv 116 4 model model NN cord-355531-1cpli8kv 116 5 successfully successfully RB cord-355531-1cpli8kv 116 6 reproduced reproduce VBD cord-355531-1cpli8kv 116 7 the the DT cord-355531-1cpli8kv 116 8 dynamics dynamic NNS cord-355531-1cpli8kv 116 9 with with IN cord-355531-1cpli8kv 116 10 two two CD cord-355531-1cpli8kv 116 11 peaks peak NNS cord-355531-1cpli8kv 116 12 ( ( -LRB- cord-355531-1cpli8kv 116 13 Figure figure NN cord-355531-1cpli8kv 116 14 3A 3a CD cord-355531-1cpli8kv 116 15 ) ) -RRB- cord-355531-1cpli8kv 116 16 . . . cord-355531-1cpli8kv 117 1 Specifically specifically RB cord-355531-1cpli8kv 117 2 , , , cord-355531-1cpli8kv 117 3 the the DT cord-355531-1cpli8kv 117 4 rise rise NN cord-355531-1cpli8kv 117 5 of of IN cord-355531-1cpli8kv 117 6 the the DT cord-355531-1cpli8kv 117 7 second second JJ cord-355531-1cpli8kv 117 8 peak peak NN cord-355531-1cpli8kv 117 9 was be VBD cord-355531-1cpli8kv 117 10 mainly mainly RB cord-355531-1cpli8kv 117 11 caused cause VBN cord-355531-1cpli8kv 117 12 by by IN cord-355531-1cpli8kv 117 13 improved improve VBN cord-355531-1cpli8kv 117 14 diagnostic diagnostic JJ cord-355531-1cpli8kv 117 15 criteria criterion NNS cord-355531-1cpli8kv 117 16 with with IN cord-355531-1cpli8kv 117 17 delayed delay VBN cord-355531-1cpli8kv 117 18 case case NN cord-355531-1cpli8kv 117 19 ascertainment ascertainment NN cord-355531-1cpli8kv 117 20 18 18 CD cord-355531-1cpli8kv 117 21 . . . cord-355531-1cpli8kv 118 1 The the DT cord-355531-1cpli8kv 118 2 predicted predict VBN cord-355531-1cpli8kv 118 3 hospital hospital NN cord-355531-1cpli8kv 118 4 cumulative cumulative JJ cord-355531-1cpli8kv 118 5 numbers number NNS cord-355531-1cpli8kv 118 6 were be VBD cord-355531-1cpli8kv 118 7 higher high JJR cord-355531-1cpli8kv 118 8 than than IN cord-355531-1cpli8kv 118 9 the the DT cord-355531-1cpli8kv 118 10 documented document VBN cord-355531-1cpli8kv 118 11 cases case NNS cord-355531-1cpli8kv 118 12 until until IN cord-355531-1cpli8kv 118 13 delayed delay VBN cord-355531-1cpli8kv 118 14 cases case NNS cord-355531-1cpli8kv 118 15 being be VBG cord-355531-1cpli8kv 118 16 documented document VBN cord-355531-1cpli8kv 118 17 on on IN cord-355531-1cpli8kv 118 18 February February NNP cord-355531-1cpli8kv 118 19 12 12 CD cord-355531-1cpli8kv 118 20 ( ( -LRB- cord-355531-1cpli8kv 118 21 Figure figure NN cord-355531-1cpli8kv 118 22 3B 3b CD cord-355531-1cpli8kv 118 23 ) ) -RRB- cord-355531-1cpli8kv 118 24 . . . cord-355531-1cpli8kv 119 1 The the DT cord-355531-1cpli8kv 119 2 time time NN cord-355531-1cpli8kv 119 3 from from IN cord-355531-1cpli8kv 119 4 illness illness NN cord-355531-1cpli8kv 119 5 onset onset NN cord-355531-1cpli8kv 119 6 to to IN cord-355531-1cpli8kv 119 7 quarantine quarantine NN cord-355531-1cpli8kv 119 8 was be VBD cord-355531-1cpli8kv 119 9 estimated estimate VBN cord-355531-1cpli8kv 119 10 to to TO cord-355531-1cpli8kv 119 11 have have VB cord-355531-1cpli8kv 119 12 a a DT cord-355531-1cpli8kv 119 13 mean mean NN cord-355531-1cpli8kv 119 14 of of IN cord-355531-1cpli8kv 119 15 5.65 5.65 CD cord-355531-1cpli8kv 119 16 days day NNS cord-355531-1cpli8kv 119 17 ( ( -LRB- cord-355531-1cpli8kv 119 18 95 95 CD cord-355531-1cpli8kv 119 19 % % NN cord-355531-1cpli8kv 119 20 CI CI NNP cord-355531-1cpli8kv 119 21 , , , cord-355531-1cpli8kv 119 22 1.91 1.91 CD cord-355531-1cpli8kv 119 23 to to IN cord-355531-1cpli8kv 119 24 9.76 9.76 CD cord-355531-1cpli8kv 119 25 ) ) -RRB- cord-355531-1cpli8kv 119 26 , , , cord-355531-1cpli8kv 119 27 the the DT cord-355531-1cpli8kv 119 28 mean mean JJ cord-355531-1cpli8kv 119 29 incubation incubation NN cord-355531-1cpli8kv 119 30 time time NN cord-355531-1cpli8kv 119 31 was be VBD cord-355531-1cpli8kv 119 32 estimated estimate VBN cord-355531-1cpli8kv 119 33 to to TO cord-355531-1cpli8kv 119 34 be be VB cord-355531-1cpli8kv 119 35 5.57 5.57 CD cord-355531-1cpli8kv 119 36 days day NNS cord-355531-1cpli8kv 119 37 ( ( -LRB- cord-355531-1cpli8kv 119 38 95 95 CD cord-355531-1cpli8kv 119 39 % % NN cord-355531-1cpli8kv 119 40 CI CI NNP cord-355531-1cpli8kv 119 41 , , , cord-355531-1cpli8kv 119 42 2.67 2.67 CD cord-355531-1cpli8kv 119 43 to to IN cord-355531-1cpli8kv 119 44 7.95 7.95 CD cord-355531-1cpli8kv 119 45 ) ) -RRB- cord-355531-1cpli8kv 119 46 , , , cord-355531-1cpli8kv 119 47 and and CC cord-355531-1cpli8kv 119 48 the the DT cord-355531-1cpli8kv 119 49 mean mean JJ cord-355531-1cpli8kv 119 50 latent latent JJ cord-355531-1cpli8kv 119 51 time time NN cord-355531-1cpli8kv 119 52 was be VBD cord-355531-1cpli8kv 119 53 estimated estimate VBN cord-355531-1cpli8kv 119 54 to to TO cord-355531-1cpli8kv 119 55 be be VB cord-355531-1cpli8kv 119 56 2.92 2.92 CD cord-355531-1cpli8kv 119 57 days day NNS cord-355531-1cpli8kv 119 58 ( ( -LRB- cord-355531-1cpli8kv 119 59 95 95 CD cord-355531-1cpli8kv 119 60 % % NN cord-355531-1cpli8kv 119 61 CI CI NNP cord-355531-1cpli8kv 119 62 , , , cord-355531-1cpli8kv 119 63 1.09 1.09 CD cord-355531-1cpli8kv 119 64 to to IN cord-355531-1cpli8kv 119 65 5.28 5.28 CD cord-355531-1cpli8kv 119 66 ) ) -RRB- cord-355531-1cpli8kv 120 1 ( ( -LRB- cord-355531-1cpli8kv 120 2 Table1 Table1 NNP cord-355531-1cpli8kv 120 3 ) ) -RRB- cord-355531-1cpli8kv 120 4 . . . cord-355531-1cpli8kv 121 1 . . . cord-355531-1cpli8kv 122 1 CC CC NNP cord-355531-1cpli8kv 122 2 - - HYPH cord-355531-1cpli8kv 122 3 BY BY NNP cord-355531-1cpli8kv 122 4 - - HYPH cord-355531-1cpli8kv 122 5 ND ND NNP cord-355531-1cpli8kv 122 6 4.0 4.0 CD cord-355531-1cpli8kv 122 7 International international JJ cord-355531-1cpli8kv 122 8 license license NN cord-355531-1cpli8kv 123 1 It -PRON- PRP cord-355531-1cpli8kv 123 2 is be VBZ cord-355531-1cpli8kv 123 3 made make VBN cord-355531-1cpli8kv 123 4 available available JJ cord-355531-1cpli8kv 123 5 under under IN cord-355531-1cpli8kv 123 6 a a DT cord-355531-1cpli8kv 123 7 author author NN cord-355531-1cpli8kv 123 8 / / SYM cord-355531-1cpli8kv 123 9 funder funder NN cord-355531-1cpli8kv 123 10 , , , cord-355531-1cpli8kv 123 11 who who WP cord-355531-1cpli8kv 123 12 has have VBZ cord-355531-1cpli8kv 123 13 granted grant VBN cord-355531-1cpli8kv 123 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 123 15 a a DT cord-355531-1cpli8kv 123 16 license license NN cord-355531-1cpli8kv 123 17 to to TO cord-355531-1cpli8kv 123 18 display display VB cord-355531-1cpli8kv 123 19 the the DT cord-355531-1cpli8kv 123 20 preprint preprint NN cord-355531-1cpli8kv 123 21 in in IN cord-355531-1cpli8kv 123 22 perpetuity perpetuity NN cord-355531-1cpli8kv 123 23 . . . cord-355531-1cpli8kv 124 1 is be VBZ cord-355531-1cpli8kv 124 2 the the DT cord-355531-1cpli8kv 124 3 ( ( -LRB- cord-355531-1cpli8kv 124 4 which which WDT cord-355531-1cpli8kv 124 5 was be VBD cord-355531-1cpli8kv 124 6 not not RB cord-355531-1cpli8kv 124 7 peer peer NN cord-355531-1cpli8kv 124 8 - - HYPH cord-355531-1cpli8kv 124 9 reviewed review VBN cord-355531-1cpli8kv 124 10 ) ) -RRB- cord-355531-1cpli8kv 125 1 The the DT cord-355531-1cpli8kv 125 2 copyright copyright NN cord-355531-1cpli8kv 125 3 holder holder NN cord-355531-1cpli8kv 125 4 for for IN cord-355531-1cpli8kv 125 5 this this DT cord-355531-1cpli8kv 125 6 preprint preprint NN cord-355531-1cpli8kv 125 7 . . . cord-355531-1cpli8kv 126 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 126 2 doi doi NN cord-355531-1cpli8kv 126 3 : : : cord-355531-1cpli8kv 127 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 127 2 preprint preprint NN cord-355531-1cpli8kv 127 3 . . . cord-355531-1cpli8kv 128 1 CC CC NNP cord-355531-1cpli8kv 128 2 - - HYPH cord-355531-1cpli8kv 128 3 BY BY NNP cord-355531-1cpli8kv 128 4 - - HYPH cord-355531-1cpli8kv 128 5 ND ND NNP cord-355531-1cpli8kv 128 6 4.0 4.0 CD cord-355531-1cpli8kv 128 7 International international JJ cord-355531-1cpli8kv 128 8 license license NN cord-355531-1cpli8kv 129 1 It -PRON- PRP cord-355531-1cpli8kv 129 2 is be VBZ cord-355531-1cpli8kv 129 3 made make VBN cord-355531-1cpli8kv 129 4 available available JJ cord-355531-1cpli8kv 129 5 under under IN cord-355531-1cpli8kv 129 6 a a DT cord-355531-1cpli8kv 129 7 author author NN cord-355531-1cpli8kv 129 8 / / SYM cord-355531-1cpli8kv 129 9 funder funder NN cord-355531-1cpli8kv 129 10 , , , cord-355531-1cpli8kv 129 11 who who WP cord-355531-1cpli8kv 129 12 has have VBZ cord-355531-1cpli8kv 129 13 granted grant VBN cord-355531-1cpli8kv 129 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 129 15 a a DT cord-355531-1cpli8kv 129 16 license license NN cord-355531-1cpli8kv 129 17 to to TO cord-355531-1cpli8kv 129 18 display display VB cord-355531-1cpli8kv 129 19 the the DT cord-355531-1cpli8kv 129 20 preprint preprint NN cord-355531-1cpli8kv 129 21 in in IN cord-355531-1cpli8kv 129 22 perpetuity perpetuity NN cord-355531-1cpli8kv 129 23 . . . cord-355531-1cpli8kv 130 1 is be VBZ cord-355531-1cpli8kv 130 2 the the DT cord-355531-1cpli8kv 130 3 ( ( -LRB- cord-355531-1cpli8kv 130 4 which which WDT cord-355531-1cpli8kv 130 5 was be VBD cord-355531-1cpli8kv 130 6 not not RB cord-355531-1cpli8kv 130 7 peer peer NN cord-355531-1cpli8kv 130 8 - - HYPH cord-355531-1cpli8kv 130 9 reviewed review VBN cord-355531-1cpli8kv 130 10 ) ) -RRB- cord-355531-1cpli8kv 131 1 The the DT cord-355531-1cpli8kv 131 2 copyright copyright NN cord-355531-1cpli8kv 131 3 holder holder NN cord-355531-1cpli8kv 131 4 for for IN cord-355531-1cpli8kv 131 5 this this DT cord-355531-1cpli8kv 131 6 preprint preprint NN cord-355531-1cpli8kv 131 7 . . . cord-355531-1cpli8kv 132 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 132 2 doi doi NN cord-355531-1cpli8kv 132 3 : : : cord-355531-1cpli8kv 133 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 133 2 preprint preprint NNP cord-355531-1cpli8kv 133 3 _SP cord-355531-1cpli8kv 134 1 Both both DT cord-355531-1cpli8kv 134 2 transportation transportation NN cord-355531-1cpli8kv 134 3 restriction restriction NN cord-355531-1cpli8kv 134 4 and and CC cord-355531-1cpli8kv 134 5 quarantine quarantine NN cord-355531-1cpli8kv 134 6 measures measure NNS cord-355531-1cpli8kv 134 7 had have VBD cord-355531-1cpli8kv 134 8 a a DT cord-355531-1cpli8kv 134 9 significant significant JJ cord-355531-1cpli8kv 134 10 impact impact NN cord-355531-1cpli8kv 134 11 on on IN cord-355531-1cpli8kv 134 12 the the DT cord-355531-1cpli8kv 134 13 effective effective JJ cord-355531-1cpli8kv 134 14 reproductive reproductive JJ cord-355531-1cpli8kv 134 15 number number NN cord-355531-1cpli8kv 134 16 R r NN cord-355531-1cpli8kv 134 17 e e NN cord-355531-1cpli8kv 134 18 . . . cord-355531-1cpli8kv 135 1 The the DT cord-355531-1cpli8kv 135 2 value value NN cord-355531-1cpli8kv 135 3 of of IN cord-355531-1cpli8kv 135 4 R r NN cord-355531-1cpli8kv 135 5 e e NN cord-355531-1cpli8kv 135 6 was be VBD cord-355531-1cpli8kv 135 7 calculated calculate VBN cord-355531-1cpli8kv 135 8 using use VBG cord-355531-1cpli8kv 135 9 the the DT cord-355531-1cpli8kv 135 10 disease disease NN cord-355531-1cpli8kv 135 11 transmission transmission NN cord-355531-1cpli8kv 135 12 baseline baseline NN cord-355531-1cpli8kv 135 13 with with IN cord-355531-1cpli8kv 135 14 transportation transportation NN cord-355531-1cpli8kv 135 15 restriction restriction NN cord-355531-1cpli8kv 135 16 coefficient coefficient NN cord-355531-1cpli8kv 135 17 and and CC cord-355531-1cpli8kv 135 18 time time NN cord-355531-1cpli8kv 135 19 to to TO cord-355531-1cpli8kv 135 20 quarantine quarantine VB cord-355531-1cpli8kv 135 21 from from IN cord-355531-1cpli8kv 135 22 onset onset NN cord-355531-1cpli8kv 135 23 ( ( -LRB- cord-355531-1cpli8kv 135 24 Table table NN cord-355531-1cpli8kv 135 25 1 1 CD cord-355531-1cpli8kv 135 26 ) ) -RRB- cord-355531-1cpli8kv 135 27 . . . cord-355531-1cpli8kv 136 1 The the DT cord-355531-1cpli8kv 136 2 initial initial JJ cord-355531-1cpli8kv 136 3 R r NN cord-355531-1cpli8kv 136 4 e e NN cord-355531-1cpli8kv 136 5 was be VBD cord-355531-1cpli8kv 136 6 estimated estimate VBN cord-355531-1cpli8kv 136 7 to to TO cord-355531-1cpli8kv 136 8 be be VB cord-355531-1cpli8kv 136 9 3.09 3.09 CD cord-355531-1cpli8kv 136 10 ( ( -LRB- cord-355531-1cpli8kv 136 11 95 95 CD cord-355531-1cpli8kv 136 12 % % NN cord-355531-1cpli8kv 136 13 CI CI NNP cord-355531-1cpli8kv 136 14 , , , cord-355531-1cpli8kv 136 15 2.10 2.10 CD cord-355531-1cpli8kv 136 16 to to IN cord-355531-1cpli8kv 136 17 3.63 3.63 CD cord-355531-1cpli8kv 136 18 ) ) -RRB- cord-355531-1cpli8kv 136 19 during during IN cord-355531-1cpli8kv 136 20 the the DT cord-355531-1cpli8kv 136 21 early early JJ cord-355531-1cpli8kv 136 22 epidemic epidemic NN cord-355531-1cpli8kv 136 23 period period NN cord-355531-1cpli8kv 136 24 ( ( -LRB- cord-355531-1cpli8kv 136 25 Figure figure NN cord-355531-1cpli8kv 136 26 4 4 CD cord-355531-1cpli8kv 136 27 ) ) -RRB- cord-355531-1cpli8kv 136 28 ; ; : cord-355531-1cpli8kv 136 29 however however RB cord-355531-1cpli8kv 136 30 , , , cord-355531-1cpli8kv 136 31 after after IN cord-355531-1cpli8kv 136 32 the the DT cord-355531-1cpli8kv 136 33 transportation transportation NN cord-355531-1cpli8kv 136 34 restriction restriction NN cord-355531-1cpli8kv 136 35 implemented implement VBN cord-355531-1cpli8kv 136 36 , , , cord-355531-1cpli8kv 136 37 R r NN cord-355531-1cpli8kv 136 38 e e NN cord-355531-1cpli8kv 136 39 was be VBD cord-355531-1cpli8kv 136 40 dropped drop VBN cord-355531-1cpli8kv 136 41 87 87 CD cord-355531-1cpli8kv 136 42 % % NN cord-355531-1cpli8kv 136 43 to to IN cord-355531-1cpli8kv 136 44 0.41 0.41 CD cord-355531-1cpli8kv 136 45 ( ( -LRB- cord-355531-1cpli8kv 136 46 95 95 CD cord-355531-1cpli8kv 136 47 % % NN cord-355531-1cpli8kv 136 48 CI CI NNP cord-355531-1cpli8kv 136 49 , , , cord-355531-1cpli8kv 136 50 0.18 0.18 CD cord-355531-1cpli8kv 136 51 to to IN cord-355531-1cpli8kv 136 52 0.66 0.66 CD cord-355531-1cpli8kv 136 53 ) ) -RRB- cord-355531-1cpli8kv 136 54 . . . cord-355531-1cpli8kv 137 1 Quarantine quarantine NN cord-355531-1cpli8kv 137 2 of of IN cord-355531-1cpli8kv 137 3 symptomatic symptomatic JJ cord-355531-1cpli8kv 137 4 cases case NNS cord-355531-1cpli8kv 137 5 was be VBD cord-355531-1cpli8kv 137 6 a a DT cord-355531-1cpli8kv 137 7 critical critical JJ cord-355531-1cpli8kv 137 8 part part NN cord-355531-1cpli8kv 137 9 of of IN cord-355531-1cpli8kv 137 10 prevention prevention NN cord-355531-1cpli8kv 137 11 efforts effort NNS cord-355531-1cpli8kv 137 12 . . . cord-355531-1cpli8kv 138 1 Without without IN cord-355531-1cpli8kv 138 2 the the DT cord-355531-1cpli8kv 138 3 quarantine quarantine NN cord-355531-1cpli8kv 138 4 effect effect NN cord-355531-1cpli8kv 138 5 , , , cord-355531-1cpli8kv 138 6 the the DT cord-355531-1cpli8kv 138 7 estimated estimate VBN cord-355531-1cpli8kv 138 8 R r NN cord-355531-1cpli8kv 138 9 e e NN cord-355531-1cpli8kv 138 10 increased increase VBD cord-355531-1cpli8kv 138 11 to to IN cord-355531-1cpli8kv 138 12 4.28 4.28 CD cord-355531-1cpli8kv 138 13 ( ( -LRB- cord-355531-1cpli8kv 138 14 95 95 CD cord-355531-1cpli8kv 138 15 % % NN cord-355531-1cpli8kv 138 16 CI CI NNP cord-355531-1cpli8kv 138 17 , , , cord-355531-1cpli8kv 138 18 3.72 3.72 CD cord-355531-1cpli8kv 138 19 to to IN cord-355531-1cpli8kv 138 20 6.63 6.63 CD cord-355531-1cpli8kv 138 21 ) ) -RRB- cord-355531-1cpli8kv 138 22 based base VBN cord-355531-1cpli8kv 138 23 on on IN cord-355531-1cpli8kv 138 24 equation equation NN cord-355531-1cpli8kv 138 25 ( ( -LRB- cord-355531-1cpli8kv 138 26 6 6 CD cord-355531-1cpli8kv 138 27 ) ) -RRB- cord-355531-1cpli8kv 138 28 . . . cord-355531-1cpli8kv 138 29 . . . cord-355531-1cpli8kv 139 1 CC CC NNP cord-355531-1cpli8kv 139 2 - - HYPH cord-355531-1cpli8kv 139 3 BY BY NNP cord-355531-1cpli8kv 139 4 - - HYPH cord-355531-1cpli8kv 139 5 ND ND NNP cord-355531-1cpli8kv 139 6 4.0 4.0 CD cord-355531-1cpli8kv 139 7 International international JJ cord-355531-1cpli8kv 139 8 license license NN cord-355531-1cpli8kv 140 1 It -PRON- PRP cord-355531-1cpli8kv 140 2 is be VBZ cord-355531-1cpli8kv 140 3 made make VBN cord-355531-1cpli8kv 140 4 available available JJ cord-355531-1cpli8kv 140 5 under under IN cord-355531-1cpli8kv 140 6 a a DT cord-355531-1cpli8kv 140 7 author author NN cord-355531-1cpli8kv 140 8 / / SYM cord-355531-1cpli8kv 140 9 funder funder NN cord-355531-1cpli8kv 140 10 , , , cord-355531-1cpli8kv 140 11 who who WP cord-355531-1cpli8kv 140 12 has have VBZ cord-355531-1cpli8kv 140 13 granted grant VBN cord-355531-1cpli8kv 140 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 140 15 a a DT cord-355531-1cpli8kv 140 16 license license NN cord-355531-1cpli8kv 140 17 to to TO cord-355531-1cpli8kv 140 18 display display VB cord-355531-1cpli8kv 140 19 the the DT cord-355531-1cpli8kv 140 20 preprint preprint NN cord-355531-1cpli8kv 140 21 in in IN cord-355531-1cpli8kv 140 22 perpetuity perpetuity NN cord-355531-1cpli8kv 140 23 . . . cord-355531-1cpli8kv 141 1 is be VBZ cord-355531-1cpli8kv 141 2 the the DT cord-355531-1cpli8kv 141 3 ( ( -LRB- cord-355531-1cpli8kv 141 4 which which WDT cord-355531-1cpli8kv 141 5 was be VBD cord-355531-1cpli8kv 141 6 not not RB cord-355531-1cpli8kv 141 7 peer peer NN cord-355531-1cpli8kv 141 8 - - HYPH cord-355531-1cpli8kv 141 9 reviewed review VBN cord-355531-1cpli8kv 141 10 ) ) -RRB- cord-355531-1cpli8kv 142 1 The the DT cord-355531-1cpli8kv 142 2 copyright copyright NN cord-355531-1cpli8kv 142 3 holder holder NN cord-355531-1cpli8kv 142 4 for for IN cord-355531-1cpli8kv 142 5 this this DT cord-355531-1cpli8kv 142 6 preprint preprint NN cord-355531-1cpli8kv 142 7 . . . cord-355531-1cpli8kv 143 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 143 2 doi doi NN cord-355531-1cpli8kv 143 3 : : : cord-355531-1cpli8kv 144 1 medRxiv medRxiv NNS cord-355531-1cpli8kv 144 2 preprint preprint VBP cord-355531-1cpli8kv 144 3 A a DT cord-355531-1cpli8kv 144 4 sharp sharp JJ cord-355531-1cpli8kv 144 5 rise rise NN cord-355531-1cpli8kv 144 6 in in IN cord-355531-1cpli8kv 144 7 cumulative cumulative JJ cord-355531-1cpli8kv 144 8 cases case NNS cord-355531-1cpli8kv 144 9 on on IN cord-355531-1cpli8kv 144 10 February February NNP cord-355531-1cpli8kv 144 11 12 12 CD cord-355531-1cpli8kv 144 12 can can MD cord-355531-1cpli8kv 144 13 be be VB cord-355531-1cpli8kv 144 14 explained explain VBN cord-355531-1cpli8kv 144 15 by by IN cord-355531-1cpli8kv 144 16 the the DT cord-355531-1cpli8kv 144 17 improved improve VBN cord-355531-1cpli8kv 144 18 diagnostic diagnostic JJ cord-355531-1cpli8kv 144 19 criteria criterion NNS cord-355531-1cpli8kv 144 20 with with IN cord-355531-1cpli8kv 144 21 delayed delay VBN cord-355531-1cpli8kv 144 22 case case NN cord-355531-1cpli8kv 144 23 ascertainment ascertainment NN cord-355531-1cpli8kv 144 24 . . . cord-355531-1cpli8kv 145 1 After after IN cord-355531-1cpli8kv 145 2 the the DT cord-355531-1cpli8kv 145 3 outbreak outbreak NN cord-355531-1cpli8kv 145 4 occurred occur VBD cord-355531-1cpli8kv 145 5 , , , cord-355531-1cpli8kv 145 6 the the DT cord-355531-1cpli8kv 145 7 detection detection NN cord-355531-1cpli8kv 145 8 capability capability NN cord-355531-1cpli8kv 145 9 of of IN cord-355531-1cpli8kv 145 10 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 145 11 in in IN cord-355531-1cpli8kv 145 12 Wuhan Wuhan NNP cord-355531-1cpli8kv 145 13 has have VBZ cord-355531-1cpli8kv 145 14 been be VBN cord-355531-1cpli8kv 145 15 improved improve VBN cord-355531-1cpli8kv 145 16 several several JJ cord-355531-1cpli8kv 145 17 times time NNS cord-355531-1cpli8kv 145 18 ( ( -LRB- cord-355531-1cpli8kv 145 19 Figure figure NN cord-355531-1cpli8kv 145 20 1 1 CD cord-355531-1cpli8kv 145 21 ) ) -RRB- cord-355531-1cpli8kv 145 22 . . . cord-355531-1cpli8kv 146 1 These these DT cord-355531-1cpli8kv 146 2 improvements improvement NNS cord-355531-1cpli8kv 146 3 greatly greatly RB cord-355531-1cpli8kv 146 4 affect affect VBP cord-355531-1cpli8kv 146 5 the the DT cord-355531-1cpli8kv 146 6 documented document VBN cord-355531-1cpli8kv 146 7 proportions proportion NNS cord-355531-1cpli8kv 146 8 of of IN cord-355531-1cpli8kv 146 9 infected infected JJ cord-355531-1cpli8kv 146 10 cases case NNS cord-355531-1cpli8kv 146 11 . . . cord-355531-1cpli8kv 147 1 E.g. e.g. RB cord-355531-1cpli8kv 147 2 , , , cord-355531-1cpli8kv 147 3 from from IN cord-355531-1cpli8kv 147 4 January January NNP cord-355531-1cpli8kv 147 5 11 11 CD cord-355531-1cpli8kv 147 6 to to IN cord-355531-1cpli8kv 147 7 January January NNP cord-355531-1cpli8kv 147 8 26 26 CD cord-355531-1cpli8kv 147 9 , , , cord-355531-1cpli8kv 147 10 the the DT cord-355531-1cpli8kv 147 11 estimated estimate VBN cord-355531-1cpli8kv 147 12 proportion proportion NN cord-355531-1cpli8kv 147 13 of of IN cord-355531-1cpli8kv 147 14 documented document VBN cord-355531-1cpli8kv 147 15 infections infection NNS cord-355531-1cpli8kv 147 16 was be VBD cord-355531-1cpli8kv 147 17 0.23 0.23 CD cord-355531-1cpli8kv 147 18 ( ( -LRB- cord-355531-1cpli8kv 147 19 95 95 CD cord-355531-1cpli8kv 147 20 % % NN cord-355531-1cpli8kv 147 21 CI CI NNP cord-355531-1cpli8kv 147 22 , , , cord-355531-1cpli8kv 147 23 0.20 0.20 CD cord-355531-1cpli8kv 147 24 to to IN cord-355531-1cpli8kv 147 25 0.26 0.26 CD cord-355531-1cpli8kv 147 26 ) ) -RRB- cord-355531-1cpli8kv 147 27 , , , cord-355531-1cpli8kv 147 28 then then RB cord-355531-1cpli8kv 147 29 increased increase VBD cord-355531-1cpli8kv 147 30 to to IN cord-355531-1cpli8kv 147 31 0.37 0.37 CD cord-355531-1cpli8kv 147 32 ( ( -LRB- cord-355531-1cpli8kv 147 33 95 95 CD cord-355531-1cpli8kv 147 34 % % NN cord-355531-1cpli8kv 147 35 CI CI NNP cord-355531-1cpli8kv 147 36 , , , cord-355531-1cpli8kv 147 37 0.33 0.33 CD cord-355531-1cpli8kv 147 38 to to IN cord-355531-1cpli8kv 147 39 0.41 0.41 CD cord-355531-1cpli8kv 147 40 ) ) -RRB- cord-355531-1cpli8kv 147 41 since since IN cord-355531-1cpli8kv 147 42 the the DT cord-355531-1cpli8kv 147 43 kits kit NNS cord-355531-1cpli8kv 147 44 production production NN cord-355531-1cpli8kv 147 45 enhanced enhance VBN cord-355531-1cpli8kv 147 46 after after IN cord-355531-1cpli8kv 147 47 January January NNP cord-355531-1cpli8kv 147 48 26 26 CD cord-355531-1cpli8kv 147 49 , , , cord-355531-1cpli8kv 147 50 finally finally RB cord-355531-1cpli8kv 147 51 rose rise VBD cord-355531-1cpli8kv 147 52 to to IN cord-355531-1cpli8kv 147 53 0.73 0.73 CD cord-355531-1cpli8kv 147 54 ( ( -LRB- cord-355531-1cpli8kv 147 55 95 95 CD cord-355531-1cpli8kv 147 56 % % NN cord-355531-1cpli8kv 147 57 CI CI NNP cord-355531-1cpli8kv 147 58 , , , cord-355531-1cpli8kv 147 59 0.64 0.64 CD cord-355531-1cpli8kv 147 60 to to IN cord-355531-1cpli8kv 147 61 0.80 0.80 CD cord-355531-1cpli8kv 147 62 ) ) -RRB- cord-355531-1cpli8kv 147 63 as as IN cord-355531-1cpli8kv 147 64 the the DT cord-355531-1cpli8kv 147 65 diagnostic diagnostic JJ cord-355531-1cpli8kv 147 66 criteria criterion NNS cord-355531-1cpli8kv 147 67 became become VBD cord-355531-1cpli8kv 147 68 more more RBR cord-355531-1cpli8kv 147 69 accurate accurate JJ cord-355531-1cpli8kv 147 70 after after IN cord-355531-1cpli8kv 147 71 February February NNP cord-355531-1cpli8kv 147 72 12 12 CD cord-355531-1cpli8kv 147 73 ( ( -LRB- cord-355531-1cpli8kv 147 74 Figure figure NN cord-355531-1cpli8kv 147 75 5A 5a NN cord-355531-1cpli8kv 147 76 ) ) -RRB- cord-355531-1cpli8kv 147 77 . . . cord-355531-1cpli8kv 148 1 The the DT cord-355531-1cpli8kv 148 2 simulated simulated JJ cord-355531-1cpli8kv 148 3 cumulative cumulative JJ cord-355531-1cpli8kv 148 4 infectious infectious JJ cord-355531-1cpli8kv 148 5 with with IN cord-355531-1cpli8kv 148 6 symptomatic symptomatic JJ cord-355531-1cpli8kv 148 7 onset onset NN cord-355531-1cpli8kv 148 8 were be VBD cord-355531-1cpli8kv 148 9 correlated correlate VBN cord-355531-1cpli8kv 148 10 but but CC cord-355531-1cpli8kv 148 11 higher high JJR cord-355531-1cpli8kv 148 12 than than IN cord-355531-1cpli8kv 148 13 the the DT cord-355531-1cpli8kv 148 14 documented document VBN cord-355531-1cpli8kv 148 15 cases case NNS cord-355531-1cpli8kv 149 1 ( ( -LRB- cord-355531-1cpli8kv 149 2 Figure figure NN cord-355531-1cpli8kv 149 3 5B 5b NN cord-355531-1cpli8kv 149 4 ) ) -RRB- cord-355531-1cpli8kv 149 5 . . . cord-355531-1cpli8kv 150 1 Care care NN cord-355531-1cpli8kv 150 2 should should MD cord-355531-1cpli8kv 150 3 be be VB cord-355531-1cpli8kv 150 4 taken take VBN cord-355531-1cpli8kv 150 5 in in IN cord-355531-1cpli8kv 150 6 interpreting interpret VBG cord-355531-1cpli8kv 150 7 the the DT cord-355531-1cpli8kv 150 8 speed speed NN cord-355531-1cpli8kv 150 9 of of IN cord-355531-1cpli8kv 150 10 growth growth NN cord-355531-1cpli8kv 150 11 in in IN cord-355531-1cpli8kv 150 12 cases case NNS cord-355531-1cpli8kv 150 13 during during IN cord-355531-1cpli8kv 150 14 the the DT cord-355531-1cpli8kv 150 15 early early JJ cord-355531-1cpli8kv 150 16 outbreak outbreak NN cord-355531-1cpli8kv 150 17 , , , cord-355531-1cpli8kv 150 18 given give VBN cord-355531-1cpli8kv 150 19 an an DT cord-355531-1cpli8kv 150 20 increase increase NN cord-355531-1cpli8kv 150 21 in in IN cord-355531-1cpli8kv 150 22 the the DT cord-355531-1cpli8kv 150 23 proportion proportion NN cord-355531-1cpli8kv 150 24 of of IN cord-355531-1cpli8kv 150 25 documented document VBN cord-355531-1cpli8kv 150 26 infections infection NNS cord-355531-1cpli8kv 150 27 relating relate VBG cord-355531-1cpli8kv 150 28 to to IN cord-355531-1cpli8kv 150 29 the the DT cord-355531-1cpli8kv 150 30 availability availability NN cord-355531-1cpli8kv 150 31 and and CC cord-355531-1cpli8kv 150 32 use use NN cord-355531-1cpli8kv 150 33 of of IN cord-355531-1cpli8kv 150 34 testing testing NN cord-355531-1cpli8kv 150 35 kits kit NNS cord-355531-1cpli8kv 150 36 has have VBZ cord-355531-1cpli8kv 150 37 progressed progress VBN cord-355531-1cpli8kv 150 38 . . . cord-355531-1cpli8kv 151 1 Our -PRON- PRP$ cord-355531-1cpli8kv 151 2 results result NNS cord-355531-1cpli8kv 151 3 suggested suggest VBD cord-355531-1cpli8kv 151 4 a a DT cord-355531-1cpli8kv 151 5 sharp sharp JJ cord-355531-1cpli8kv 151 6 rise rise NN cord-355531-1cpli8kv 151 7 in in IN cord-355531-1cpli8kv 151 8 cumulative cumulative JJ cord-355531-1cpli8kv 151 9 cases case NNS cord-355531-1cpli8kv 151 10 on on IN cord-355531-1cpli8kv 151 11 February February NNP cord-355531-1cpli8kv 151 12 12 12 CD cord-355531-1cpli8kv 151 13 can can MD cord-355531-1cpli8kv 151 14 be be VB cord-355531-1cpli8kv 151 15 explained explain VBN cord-355531-1cpli8kv 151 16 by by IN cord-355531-1cpli8kv 151 17 the the DT cord-355531-1cpli8kv 151 18 delayed delay VBN cord-355531-1cpli8kv 151 19 case case NN cord-355531-1cpli8kv 151 20 being be VBG cord-355531-1cpli8kv 151 21 documented document VBN cord-355531-1cpli8kv 151 22 using use VBG cord-355531-1cpli8kv 151 23 new new JJ cord-355531-1cpli8kv 151 24 diagnostic diagnostic JJ cord-355531-1cpli8kv 151 25 criteria criterion NNS cord-355531-1cpli8kv 151 26 . . . cord-355531-1cpli8kv 151 27 _SP cord-355531-1cpli8kv 152 1 This this DT cord-355531-1cpli8kv 152 2 is be VBZ cord-355531-1cpli8kv 152 3 the the DT cord-355531-1cpli8kv 152 4 first first JJ cord-355531-1cpli8kv 152 5 study study NN cord-355531-1cpli8kv 152 6 to to TO cord-355531-1cpli8kv 152 7 demonstrate demonstrate VB cord-355531-1cpli8kv 152 8 the the DT cord-355531-1cpli8kv 152 9 effects effect NNS cord-355531-1cpli8kv 152 10 of of IN cord-355531-1cpli8kv 152 11 transportation transportation NN cord-355531-1cpli8kv 152 12 restriction restriction NN cord-355531-1cpli8kv 152 13 measures measure NNS cord-355531-1cpli8kv 152 14 together together RB cord-355531-1cpli8kv 152 15 with with IN cord-355531-1cpli8kv 152 16 the the DT cord-355531-1cpli8kv 152 17 improvement improvement NN cord-355531-1cpli8kv 152 18 of of IN cord-355531-1cpli8kv 152 19 diagnostic diagnostic JJ cord-355531-1cpli8kv 152 20 capacity capacity NN cord-355531-1cpli8kv 152 21 on on IN cord-355531-1cpli8kv 152 22 the the DT cord-355531-1cpli8kv 152 23 transmission transmission NN cord-355531-1cpli8kv 152 24 dynamics dynamic NNS cord-355531-1cpli8kv 152 25 in in IN cord-355531-1cpli8kv 152 26 Wuhan Wuhan NNP cord-355531-1cpli8kv 152 27 . . . cord-355531-1cpli8kv 153 1 We -PRON- PRP cord-355531-1cpli8kv 153 2 found find VBD cord-355531-1cpli8kv 153 3 that that IN cord-355531-1cpli8kv 153 4 the the DT cord-355531-1cpli8kv 153 5 proportion proportion NN cord-355531-1cpli8kv 153 6 of of IN cord-355531-1cpli8kv 153 7 the the DT cord-355531-1cpli8kv 153 8 documented document VBN cord-355531-1cpli8kv 153 9 infections infection NNS cord-355531-1cpli8kv 153 10 increased increase VBD cord-355531-1cpli8kv 153 11 as as IN cord-355531-1cpli8kv 153 12 the the DT cord-355531-1cpli8kv 153 13 availability availability NN cord-355531-1cpli8kv 153 14 of of IN cord-355531-1cpli8kv 153 15 test test NN cord-355531-1cpli8kv 153 16 kits kit NNS cord-355531-1cpli8kv 153 17 and and CC cord-355531-1cpli8kv 153 18 the the DT cord-355531-1cpli8kv 153 19 accuracy accuracy NN cord-355531-1cpli8kv 153 20 of of IN cord-355531-1cpli8kv 153 21 diagnostic diagnostic JJ cord-355531-1cpli8kv 153 22 progressed progress VBN cord-355531-1cpli8kv 153 23 by by IN cord-355531-1cpli8kv 153 24 time time NN cord-355531-1cpli8kv 153 25 . . . cord-355531-1cpli8kv 154 1 Our -PRON- PRP$ cord-355531-1cpli8kv 154 2 initial initial JJ cord-355531-1cpli8kv 154 3 estimated estimate VBN cord-355531-1cpli8kv 154 4 proportion proportion NN cord-355531-1cpli8kv 154 5 of of IN cord-355531-1cpli8kv 154 6 documented document VBN cord-355531-1cpli8kv 154 7 infections infection NNS cord-355531-1cpli8kv 154 8 was be VBD cord-355531-1cpli8kv 154 9 consistent consistent JJ cord-355531-1cpli8kv 154 10 with with IN cord-355531-1cpli8kv 154 11 a a DT cord-355531-1cpli8kv 154 12 recent recent JJ cord-355531-1cpli8kv 154 13 study study NN cord-355531-1cpli8kv 154 14 16 16 CD cord-355531-1cpli8kv 154 15 . . . cord-355531-1cpli8kv 155 1 However however RB cord-355531-1cpli8kv 155 2 , , , cord-355531-1cpli8kv 155 3 the the DT cord-355531-1cpli8kv 155 4 estimated estimate VBN cord-355531-1cpli8kv 155 5 proportion proportion NN cord-355531-1cpli8kv 155 6 increased increase VBD cord-355531-1cpli8kv 155 7 up up RB cord-355531-1cpli8kv 155 8 to to IN cord-355531-1cpli8kv 155 9 around around IN cord-355531-1cpli8kv 155 10 73 73 CD cord-355531-1cpli8kv 155 11 % % NN cord-355531-1cpli8kv 155 12 after after IN cord-355531-1cpli8kv 155 13 February February NNP cord-355531-1cpli8kv 155 14 12 12 CD cord-355531-1cpli8kv 155 15 . . . cord-355531-1cpli8kv 156 1 Also also RB cord-355531-1cpli8kv 156 2 , , , cord-355531-1cpli8kv 156 3 our -PRON- PRP$ cord-355531-1cpli8kv 156 4 results result NNS cord-355531-1cpli8kv 156 5 showed show VBD cord-355531-1cpli8kv 156 6 that that IN cord-355531-1cpli8kv 156 7 transportation transportation NN cord-355531-1cpli8kv 156 8 restrictions restriction NNS cord-355531-1cpli8kv 156 9 in in IN cord-355531-1cpli8kv 156 10 Wuhan Wuhan NNP cord-355531-1cpli8kv 156 11 successfully successfully RB cord-355531-1cpli8kv 156 12 contained contain VBD cord-355531-1cpli8kv 156 13 disease disease NN cord-355531-1cpli8kv 156 14 growth growth NN cord-355531-1cpli8kv 156 15 . . . cord-355531-1cpli8kv 157 1 These these DT cord-355531-1cpli8kv 157 2 findings finding NNS cord-355531-1cpli8kv 157 3 may may MD cord-355531-1cpli8kv 157 4 provide provide VB cord-355531-1cpli8kv 157 5 some some DT cord-355531-1cpli8kv 157 6 suggestions suggestion NNS cord-355531-1cpli8kv 157 7 for for IN cord-355531-1cpli8kv 157 8 further further JJ cord-355531-1cpli8kv 157 9 analyses analysis NNS cord-355531-1cpli8kv 157 10 . . . cord-355531-1cpli8kv 158 1 Unlike unlike IN cord-355531-1cpli8kv 158 2 most most JJS cord-355531-1cpli8kv 158 3 studies study NNS cord-355531-1cpli8kv 158 4 with with IN cord-355531-1cpli8kv 158 5 the the DT cord-355531-1cpli8kv 158 6 proportion proportion NN cord-355531-1cpli8kv 158 7 of of IN cord-355531-1cpli8kv 158 8 documented document VBN cord-355531-1cpli8kv 158 9 infections infection NNS cord-355531-1cpli8kv 158 10 being be VBG cord-355531-1cpli8kv 158 11 fixed fix VBN cord-355531-1cpli8kv 158 12 over over IN cord-355531-1cpli8kv 158 13 time time NN cord-355531-1cpli8kv 158 14 , , , cord-355531-1cpli8kv 158 15 our -PRON- PRP$ cord-355531-1cpli8kv 158 16 estimated estimate VBN cord-355531-1cpli8kv 158 17 proportion proportion NN cord-355531-1cpli8kv 158 18 was be VBD cord-355531-1cpli8kv 158 19 close close JJ cord-355531-1cpli8kv 158 20 to to IN cord-355531-1cpli8kv 158 21 the the DT cord-355531-1cpli8kv 158 22 prediction prediction NN cord-355531-1cpli8kv 158 23 in in IN cord-355531-1cpli8kv 158 24 the the DT cord-355531-1cpli8kv 158 25 study study NN cord-355531-1cpli8kv 158 26 of of IN cord-355531-1cpli8kv 158 27 Ruiyun Ruiyun NNP cord-355531-1cpli8kv 158 28 et et NNP cord-355531-1cpli8kv 158 29 al al NNP cord-355531-1cpli8kv 158 30 . . . cord-355531-1cpli8kv 159 1 ( ( -LRB- cord-355531-1cpli8kv 159 2 14 14 CD cord-355531-1cpli8kv 159 3 % % NN cord-355531-1cpli8kv 159 4 ) ) -RRB- cord-355531-1cpli8kv 159 5 16 16 CD cord-355531-1cpli8kv 159 6 at at IN cord-355531-1cpli8kv 159 7 the the DT cord-355531-1cpli8kv 159 8 initial initial JJ cord-355531-1cpli8kv 159 9 stage stage NN cord-355531-1cpli8kv 159 10 , , , cord-355531-1cpli8kv 159 11 but but CC cord-355531-1cpli8kv 159 12 increased increase VBD cord-355531-1cpli8kv 159 13 to to IN cord-355531-1cpli8kv 159 14 around around IN cord-355531-1cpli8kv 159 15 70 70 CD cord-355531-1cpli8kv 159 16 % % NN cord-355531-1cpli8kv 159 17 by by IN cord-355531-1cpli8kv 159 18 progress progress NN cord-355531-1cpli8kv 159 19 . . . cord-355531-1cpli8kv 160 1 Diagnostic diagnostic JJ cord-355531-1cpli8kv 160 2 capability capability NN cord-355531-1cpli8kv 160 3 strongly strongly RB cord-355531-1cpli8kv 160 4 influenced influence VBD cord-355531-1cpli8kv 160 5 the the DT cord-355531-1cpli8kv 160 6 proportion proportion NN cord-355531-1cpli8kv 160 7 of of IN cord-355531-1cpli8kv 160 8 documented document VBN cord-355531-1cpli8kv 160 9 infections infection NNS cord-355531-1cpli8kv 160 10 . . . cord-355531-1cpli8kv 161 1 During during IN cord-355531-1cpli8kv 161 2 the the DT cord-355531-1cpli8kv 161 3 early early JJ cord-355531-1cpli8kv 161 4 outbreak outbreak NN cord-355531-1cpli8kv 161 5 in in IN cord-355531-1cpli8kv 161 6 Wuhan Wuhan NNP cord-355531-1cpli8kv 161 7 , , , cord-355531-1cpli8kv 161 8 a a DT cord-355531-1cpli8kv 161 9 large large JJ cord-355531-1cpli8kv 161 10 proportion proportion NN cord-355531-1cpli8kv 161 11 of of IN cord-355531-1cpli8kv 161 12 cases case NNS cord-355531-1cpli8kv 161 13 were be VBD cord-355531-1cpli8kv 161 14 not not RB cord-355531-1cpli8kv 161 15 able able JJ cord-355531-1cpli8kv 161 16 to to TO cord-355531-1cpli8kv 161 17 be be VB cord-355531-1cpli8kv 161 18 confirmed confirm VBN cord-355531-1cpli8kv 161 19 as as IN cord-355531-1cpli8kv 161 20 the the DT cord-355531-1cpli8kv 161 21 test test NN cord-355531-1cpli8kv 161 22 kits kit NNS cord-355531-1cpli8kv 161 23 were be VBD cord-355531-1cpli8kv 161 24 insufficient insufficient JJ cord-355531-1cpli8kv 161 25 16 16 CD cord-355531-1cpli8kv 161 26 . . . cord-355531-1cpli8kv 162 1 On on IN cord-355531-1cpli8kv 162 2 January January NNP cord-355531-1cpli8kv 162 3 26 26 CD cord-355531-1cpli8kv 162 4 , , , cord-355531-1cpli8kv 162 5 the the DT cord-355531-1cpli8kv 162 6 State State NNP cord-355531-1cpli8kv 162 7 Food Food NNP cord-355531-1cpli8kv 162 8 and and CC cord-355531-1cpli8kv 162 9 Drug Drug NNP cord-355531-1cpli8kv 162 10 Administration Administration NNP cord-355531-1cpli8kv 162 11 ( ( -LRB- cord-355531-1cpli8kv 162 12 SFDA SFDA NNP cord-355531-1cpli8kv 162 13 ) ) -RRB- cord-355531-1cpli8kv 162 14 approved approve VBD cord-355531-1cpli8kv 162 15 four four CD cord-355531-1cpli8kv 162 16 new new JJ cord-355531-1cpli8kv 162 17 coronavirus coronavirus NN cord-355531-1cpli8kv 162 18 detection detection NN cord-355531-1cpli8kv 162 19 kits kit NNS cord-355531-1cpli8kv 162 20 from from IN cord-355531-1cpli8kv 162 21 four four CD cord-355531-1cpli8kv 162 22 companies company NNS cord-355531-1cpli8kv 162 23 17 17 CD cord-355531-1cpli8kv 162 24 to to TO cord-355531-1cpli8kv 162 25 increase increase VB cord-355531-1cpli8kv 162 26 the the DT cord-355531-1cpli8kv 162 27 supply supply NN cord-355531-1cpli8kv 162 28 of of IN cord-355531-1cpli8kv 162 29 detection detection NN cord-355531-1cpli8kv 162 30 kits kit NNS cord-355531-1cpli8kv 162 31 , , , cord-355531-1cpli8kv 162 32 and and CC cord-355531-1cpli8kv 162 33 our -PRON- PRP$ cord-355531-1cpli8kv 162 34 estimated estimate VBN cord-355531-1cpli8kv 162 35 proportion proportion NN cord-355531-1cpli8kv 162 36 of of IN cord-355531-1cpli8kv 162 37 documented document VBN cord-355531-1cpli8kv 162 38 infections infection NNS cord-355531-1cpli8kv 162 39 increased increase VBD cord-355531-1cpli8kv 162 40 to to IN cord-355531-1cpli8kv 162 41 37 37 CD cord-355531-1cpli8kv 162 42 % % NN cord-355531-1cpli8kv 162 43 after after IN cord-355531-1cpli8kv 162 44 then then RB cord-355531-1cpli8kv 162 45 . . . cord-355531-1cpli8kv 163 1 On on IN cord-355531-1cpli8kv 163 2 February February NNP cord-355531-1cpli8kv 163 3 12 12 CD cord-355531-1cpli8kv 163 4 , , , cord-355531-1cpli8kv 163 5 the the DT cord-355531-1cpli8kv 163 6 diagnostic diagnostic JJ cord-355531-1cpli8kv 163 7 criteria criterion NNS cord-355531-1cpli8kv 163 8 were be VBD cord-355531-1cpli8kv 163 9 enhanced enhance VBN cord-355531-1cpli8kv 163 10 by by IN cord-355531-1cpli8kv 163 11 including include VBG cord-355531-1cpli8kv 163 12 clinically clinically RB cord-355531-1cpli8kv 163 13 diagnosed diagnose VBN cord-355531-1cpli8kv 163 14 cases case NNS cord-355531-1cpli8kv 163 15 18 18 CD cord-355531-1cpli8kv 163 16 . . . cord-355531-1cpli8kv 164 1 The the DT cord-355531-1cpli8kv 164 2 undocumented undocumented JJ cord-355531-1cpli8kv 164 3 infections infection NNS cord-355531-1cpli8kv 164 4 may may MD cord-355531-1cpli8kv 164 5 be be VB cord-355531-1cpli8kv 164 6 of of IN cord-355531-1cpli8kv 164 7 mild mild JJ cord-355531-1cpli8kv 164 8 illness illness NN cord-355531-1cpli8kv 164 9 and and CC cord-355531-1cpli8kv 164 10 insufficiently insufficiently RB cord-355531-1cpli8kv 164 11 serious serious JJ cord-355531-1cpli8kv 164 12 about about IN cord-355531-1cpli8kv 164 13 seeking seek VBG cord-355531-1cpli8kv 164 14 treatment treatment NN cord-355531-1cpli8kv 164 15 16 16 CD cord-355531-1cpli8kv 164 16 . . . cord-355531-1cpli8kv 165 1 We -PRON- PRP cord-355531-1cpli8kv 165 2 found find VBD cord-355531-1cpli8kv 165 3 the the DT cord-355531-1cpli8kv 165 4 estimated estimate VBN cord-355531-1cpli8kv 165 5 undocumented undocumented JJ cord-355531-1cpli8kv 165 6 proportion proportion NN cord-355531-1cpli8kv 165 7 of of IN cord-355531-1cpli8kv 165 8 infections infection NNS cord-355531-1cpli8kv 165 9 was be VBD cord-355531-1cpli8kv 165 10 less less JJR cord-355531-1cpli8kv 165 11 than than IN cord-355531-1cpli8kv 165 12 30 30 CD cord-355531-1cpli8kv 165 13 % % NN cord-355531-1cpli8kv 165 14 after after IN cord-355531-1cpli8kv 165 15 February February NNP cord-355531-1cpli8kv 165 16 12 12 CD cord-355531-1cpli8kv 165 17 . . . cord-355531-1cpli8kv 166 1 This this DT cord-355531-1cpli8kv 166 2 finding finding NN cord-355531-1cpli8kv 166 3 suggested suggest VBD cord-355531-1cpli8kv 166 4 that that IN cord-355531-1cpli8kv 166 5 the the DT cord-355531-1cpli8kv 166 6 proportion proportion NN cord-355531-1cpli8kv 166 7 of of IN cord-355531-1cpli8kv 166 8 mild mild JJ cord-355531-1cpli8kv 166 9 symptomatic symptomatic JJ cord-355531-1cpli8kv 166 10 cases case NNS cord-355531-1cpli8kv 166 11 were be VBD cord-355531-1cpli8kv 166 12 likely likely JJ cord-355531-1cpli8kv 166 13 to to TO cord-355531-1cpli8kv 166 14 be be VB cord-355531-1cpli8kv 166 15 around around RB cord-355531-1cpli8kv 166 16 or or CC cord-355531-1cpli8kv 166 17 less less JJR cord-355531-1cpli8kv 166 18 than than IN cord-355531-1cpli8kv 166 19 30 30 CD cord-355531-1cpli8kv 166 20 % % NN cord-355531-1cpli8kv 166 21 . . . cord-355531-1cpli8kv 167 1 Our -PRON- PRP$ cord-355531-1cpli8kv 167 2 estimation estimation NN cord-355531-1cpli8kv 167 3 of of IN cord-355531-1cpli8kv 167 4 R r NN cord-355531-1cpli8kv 167 5 t t NN cord-355531-1cpli8kv 167 6 during during IN cord-355531-1cpli8kv 167 7 the the DT cord-355531-1cpli8kv 167 8 curve curve NN cord-355531-1cpli8kv 167 9 up up RP cord-355531-1cpli8kv 167 10 period period NN cord-355531-1cpli8kv 167 11 aligns align VBZ cord-355531-1cpli8kv 167 12 with with IN cord-355531-1cpli8kv 167 13 other other JJ cord-355531-1cpli8kv 167 14 recent recent JJ cord-355531-1cpli8kv 167 15 studies study NNS cord-355531-1cpli8kv 167 16 24 24 CD cord-355531-1cpli8kv 167 17 ( ( -LRB- cord-355531-1cpli8kv 167 18 3.11 3.11 CD cord-355531-1cpli8kv 167 19 by by IN cord-355531-1cpli8kv 167 20 Jonathan Jonathan NNP cord-355531-1cpli8kv 167 21 et et NNP cord-355531-1cpli8kv 167 22 al al NNP cord-355531-1cpli8kv 167 23 . . NNP cord-355531-1cpli8kv 167 24 6 6 CD cord-355531-1cpli8kv 167 25 , , , cord-355531-1cpli8kv 167 26 3.15 3.15 CD cord-355531-1cpli8kv 167 27 by by IN cord-355531-1cpli8kv 167 28 Tian Tian NNP cord-355531-1cpli8kv 167 29 et et NNP cord-355531-1cpli8kv 167 30 al al NNP cord-355531-1cpli8kv 167 31 . . . cord-355531-1cpli8kv 168 1 8 8 CD cord-355531-1cpli8kv 168 2 , , , cord-355531-1cpli8kv 168 3 1.4 1.4 CD cord-355531-1cpli8kv 168 4 to to IN cord-355531-1cpli8kv 168 5 3.9 3.9 CD cord-355531-1cpli8kv 168 6 by by IN cord-355531-1cpli8kv 168 7 Li Li NNP cord-355531-1cpli8kv 168 8 et et NNP cord-355531-1cpli8kv 168 9 al al NNP cord-355531-1cpli8kv 168 10 . . . cord-355531-1cpli8kv 169 1 1 1 LS cord-355531-1cpli8kv 169 2 ) ) -RRB- cord-355531-1cpli8kv 169 3 . . . cord-355531-1cpli8kv 170 1 Furthermore furthermore RB cord-355531-1cpli8kv 170 2 , , , cord-355531-1cpli8kv 170 3 our -PRON- PRP$ cord-355531-1cpli8kv 170 4 results result NNS cord-355531-1cpli8kv 170 5 showed show VBD cord-355531-1cpli8kv 170 6 both both DT cord-355531-1cpli8kv 170 7 transportation transportation NN cord-355531-1cpli8kv 170 8 restriction restriction NN cord-355531-1cpli8kv 170 9 and and CC cord-355531-1cpli8kv 170 10 quarantine quarantine NN cord-355531-1cpli8kv 170 11 measures measure NNS cord-355531-1cpli8kv 170 12 were be VBD cord-355531-1cpli8kv 170 13 able able JJ cord-355531-1cpli8kv 170 14 to to TO cord-355531-1cpli8kv 170 15 limit limit VB cord-355531-1cpli8kv 170 16 virus virus NN cord-355531-1cpli8kv 170 17 transmission transmission NN cord-355531-1cpli8kv 170 18 . . . cord-355531-1cpli8kv 171 1 Transportation transportation NN cord-355531-1cpli8kv 171 2 restrictions restriction NNS cord-355531-1cpli8kv 171 3 , , , cord-355531-1cpli8kv 171 4 including include VBG cord-355531-1cpli8kv 171 5 halting halt VBG cord-355531-1cpli8kv 171 6 all all DT cord-355531-1cpli8kv 171 7 forms form NNS cord-355531-1cpli8kv 171 8 of of IN cord-355531-1cpli8kv 171 9 public public JJ cord-355531-1cpli8kv 171 10 transportation transportation NN cord-355531-1cpli8kv 171 11 , , , cord-355531-1cpli8kv 171 12 trains train NNS cord-355531-1cpli8kv 171 13 , , , cord-355531-1cpli8kv 171 14 and and CC cord-355531-1cpli8kv 171 15 air air NN cord-355531-1cpli8kv 171 16 travel travel NN cord-355531-1cpli8kv 171 17 , , , cord-355531-1cpli8kv 171 18 sharply sharply RB cord-355531-1cpli8kv 171 19 reduced reduce VBN cord-355531-1cpli8kv 171 20 social social JJ cord-355531-1cpli8kv 171 21 contacts contact NNS cord-355531-1cpli8kv 171 22 and and CC cord-355531-1cpli8kv 171 23 virus virus NN cord-355531-1cpli8kv 171 24 transmission transmission NN cord-355531-1cpli8kv 171 25 rates rate NNS cord-355531-1cpli8kv 171 26 . . . cord-355531-1cpli8kv 172 1 Concurrent concurrent JJ cord-355531-1cpli8kv 172 2 with with IN cord-355531-1cpli8kv 172 3 the the DT cord-355531-1cpli8kv 172 4 implementation implementation NN cord-355531-1cpli8kv 172 5 of of IN cord-355531-1cpli8kv 172 6 transportation transportation NN cord-355531-1cpli8kv 172 7 measures measure NNS cord-355531-1cpli8kv 172 8 , , , cord-355531-1cpli8kv 172 9 personal personal JJ cord-355531-1cpli8kv 172 10 awareness awareness NN cord-355531-1cpli8kv 172 11 of of IN cord-355531-1cpli8kv 172 12 the the DT cord-355531-1cpli8kv 172 13 virus virus NN cord-355531-1cpli8kv 172 14 and and CC cord-355531-1cpli8kv 172 15 protective protective JJ cord-355531-1cpli8kv 172 16 behavior behavior NN cord-355531-1cpli8kv 172 17 ( ( -LRB- cord-355531-1cpli8kv 172 18 e.g. e.g. RB cord-355531-1cpli8kv 172 19 , , , cord-355531-1cpli8kv 172 20 wearing wear VBG cord-355531-1cpli8kv 172 21 facemasks facemask NNS cord-355531-1cpli8kv 172 22 , , , cord-355531-1cpli8kv 172 23 washing wash VBG cord-355531-1cpli8kv 172 24 hands hand NNS cord-355531-1cpli8kv 172 25 frequently frequently RB cord-355531-1cpli8kv 172 26 , , , cord-355531-1cpli8kv 172 27 social social JJ cord-355531-1cpli8kv 172 28 distancing distancing NN cord-355531-1cpli8kv 172 29 ) ) -RRB- cord-355531-1cpli8kv 172 30 also also RB cord-355531-1cpli8kv 172 31 increased increase VBN cord-355531-1cpli8kv 172 32 . . . cord-355531-1cpli8kv 173 1 Although although IN cord-355531-1cpli8kv 173 2 our -PRON- PRP$ cord-355531-1cpli8kv 173 3 study study NN cord-355531-1cpli8kv 173 4 did do VBD cord-355531-1cpli8kv 173 5 not not RB cord-355531-1cpli8kv 173 6 exclude exclude VB cord-355531-1cpli8kv 173 7 the the DT cord-355531-1cpli8kv 173 8 effects effect NNS cord-355531-1cpli8kv 173 9 caused cause VBN cord-355531-1cpli8kv 173 10 by by IN cord-355531-1cpli8kv 173 11 changes change NNS cord-355531-1cpli8kv 173 12 in in IN cord-355531-1cpli8kv 173 13 public public JJ cord-355531-1cpli8kv 173 14 response response NN cord-355531-1cpli8kv 173 15 coming come VBG cord-355531-1cpli8kv 173 16 along along RB cord-355531-1cpli8kv 173 17 with with IN cord-355531-1cpli8kv 173 18 the the DT cord-355531-1cpli8kv 173 19 transportation transportation NN cord-355531-1cpli8kv 173 20 measures measure NNS cord-355531-1cpli8kv 173 21 , , , cord-355531-1cpli8kv 173 22 we -PRON- PRP cord-355531-1cpli8kv 173 23 found find VBD cord-355531-1cpli8kv 173 24 R r NN cord-355531-1cpli8kv 173 25 e e NN cord-355531-1cpli8kv 173 26 dropped drop VBN cord-355531-1cpli8kv 173 27 by by IN cord-355531-1cpli8kv 173 28 87 87 CD cord-355531-1cpli8kv 173 29 % % NN cord-355531-1cpli8kv 173 30 after after IN cord-355531-1cpli8kv 173 31 the the DT cord-355531-1cpli8kv 173 32 introduction introduction NN cord-355531-1cpli8kv 173 33 of of IN cord-355531-1cpli8kv 173 34 transportation transportation NN cord-355531-1cpli8kv 173 35 restriction restriction NN cord-355531-1cpli8kv 173 36 . . . cord-355531-1cpli8kv 174 1 These these DT cord-355531-1cpli8kv 174 2 findings finding NNS cord-355531-1cpli8kv 174 3 are be VBP cord-355531-1cpli8kv 174 4 in in IN cord-355531-1cpli8kv 174 5 agreement agreement NN cord-355531-1cpli8kv 174 6 with with IN cord-355531-1cpli8kv 174 7 the the DT cord-355531-1cpli8kv 174 8 results result NNS cord-355531-1cpli8kv 174 9 of of IN cord-355531-1cpli8kv 174 10 Kucharski Kucharski NNP cord-355531-1cpli8kv 174 11 et et NNP cord-355531-1cpli8kv 174 12 al al NNP cord-355531-1cpli8kv 174 13 . . . cord-355531-1cpli8kv 175 1 7 7 CD cord-355531-1cpli8kv 175 2 and and CC cord-355531-1cpli8kv 175 3 Ruiyun Ruiyun NNP cord-355531-1cpli8kv 175 4 et et NNP cord-355531-1cpli8kv 175 5 al al NNP cord-355531-1cpli8kv 175 6 . . . cord-355531-1cpli8kv 176 1 16 16 CD cord-355531-1cpli8kv 176 2 . . . cord-355531-1cpli8kv 177 1 Besides besides RB cord-355531-1cpli8kv 177 2 , , , cord-355531-1cpli8kv 177 3 quarantine quarantine NN cord-355531-1cpli8kv 177 4 of of IN cord-355531-1cpli8kv 177 5 the the DT cord-355531-1cpli8kv 177 6 symptomatic symptomatic JJ cord-355531-1cpli8kv 177 7 infections infection NNS cord-355531-1cpli8kv 177 8 was be VBD cord-355531-1cpli8kv 177 9 also also RB cord-355531-1cpli8kv 177 10 essential essential JJ cord-355531-1cpli8kv 177 11 in in IN cord-355531-1cpli8kv 177 12 curbing curb VBG cord-355531-1cpli8kv 177 13 the the DT cord-355531-1cpli8kv 177 14 epidemic epidemic NN cord-355531-1cpli8kv 177 15 25 25 CD cord-355531-1cpli8kv 177 16 . . . cord-355531-1cpli8kv 178 1 Under under IN cord-355531-1cpli8kv 178 2 the the DT cord-355531-1cpli8kv 178 3 actual actual JJ cord-355531-1cpli8kv 178 4 condition condition NN cord-355531-1cpli8kv 178 5 in in IN cord-355531-1cpli8kv 178 6 Wuhan Wuhan NNP cord-355531-1cpli8kv 178 7 ( ( -LRB- cord-355531-1cpli8kv 178 8 with with IN cord-355531-1cpli8kv 178 9 quarantine quarantine NN cord-355531-1cpli8kv 178 10 ) ) -RRB- cord-355531-1cpli8kv 178 11 , , , cord-355531-1cpli8kv 178 12 the the DT cord-355531-1cpli8kv 178 13 estimated estimate VBN cord-355531-1cpli8kv 178 14 time time NN cord-355531-1cpli8kv 178 15 from from IN cord-355531-1cpli8kv 178 16 symptom symptom NN cord-355531-1cpli8kv 178 17 to to IN cord-355531-1cpli8kv 178 18 quarantine quarantine NN cord-355531-1cpli8kv 178 19 was be VBD cord-355531-1cpli8kv 178 20 around around RB cord-355531-1cpli8kv 178 21 5.65 5.65 CD cord-355531-1cpli8kv 178 22 days day NNS cord-355531-1cpli8kv 178 23 at at IN cord-355531-1cpli8kv 178 24 the the DT cord-355531-1cpli8kv 178 25 initial initial JJ cord-355531-1cpli8kv 178 26 stage stage NN cord-355531-1cpli8kv 178 27 , , , cord-355531-1cpli8kv 178 28 possibly possibly RB cord-355531-1cpli8kv 178 29 due due IN cord-355531-1cpli8kv 178 30 to to IN cord-355531-1cpli8kv 178 31 a a DT cord-355531-1cpli8kv 178 32 lack lack NN cord-355531-1cpli8kv 178 33 of of IN cord-355531-1cpli8kv 178 34 sufficient sufficient JJ cord-355531-1cpli8kv 178 35 resources resource NNS cord-355531-1cpli8kv 178 36 during during IN cord-355531-1cpli8kv 178 37 this this DT cord-355531-1cpli8kv 178 38 period period NN cord-355531-1cpli8kv 178 39 . . . cord-355531-1cpli8kv 179 1 Our -PRON- PRP$ cord-355531-1cpli8kv 179 2 estimated estimate VBN cord-355531-1cpli8kv 179 3 incubation incubation NN cord-355531-1cpli8kv 179 4 time time NN cord-355531-1cpli8kv 179 5 was be VBD cord-355531-1cpli8kv 179 6 consistent consistent JJ cord-355531-1cpli8kv 179 7 with with IN cord-355531-1cpli8kv 179 8 other other JJ cord-355531-1cpli8kv 179 9 recent recent JJ cord-355531-1cpli8kv 179 10 studies study NNS cord-355531-1cpli8kv 179 11 1 1 CD cord-355531-1cpli8kv 179 12 8 8 CD cord-355531-1cpli8kv 179 13 19 19 CD cord-355531-1cpli8kv 179 14 26 26 CD cord-355531-1cpli8kv 179 15 . . . cord-355531-1cpli8kv 180 1 Given give VBN cord-355531-1cpli8kv 180 2 the the DT cord-355531-1cpli8kv 180 3 estimated estimate VBN cord-355531-1cpli8kv 180 4 incubation incubation NN cord-355531-1cpli8kv 180 5 period period NN cord-355531-1cpli8kv 180 6 as as IN cord-355531-1cpli8kv 180 7 5.57 5.57 CD cord-355531-1cpli8kv 180 8 days day NNS cord-355531-1cpli8kv 180 9 but but CC cord-355531-1cpli8kv 180 10 the the DT cord-355531-1cpli8kv 180 11 latent latent JJ cord-355531-1cpli8kv 180 12 period period NN cord-355531-1cpli8kv 180 13 as as IN cord-355531-1cpli8kv 180 14 2.92 2.92 CD cord-355531-1cpli8kv 180 15 days day NNS cord-355531-1cpli8kv 180 16 , , , cord-355531-1cpli8kv 180 17 there there EX cord-355531-1cpli8kv 180 18 can can MD cord-355531-1cpli8kv 180 19 be be VB cord-355531-1cpli8kv 180 20 a a DT cord-355531-1cpli8kv 180 21 lot lot NN cord-355531-1cpli8kv 180 22 of of IN cord-355531-1cpli8kv 180 23 transmissions transmission NNS cord-355531-1cpli8kv 180 24 that that WDT cord-355531-1cpli8kv 180 25 occurred occur VBD cord-355531-1cpli8kv 180 26 during during IN cord-355531-1cpli8kv 180 27 the the DT cord-355531-1cpli8kv 180 28 asymptomatic asymptomatic JJ cord-355531-1cpli8kv 180 29 infectious infectious JJ cord-355531-1cpli8kv 180 30 period period NN cord-355531-1cpli8kv 180 31 . . . cord-355531-1cpli8kv 181 1 How how WRB cord-355531-1cpli8kv 181 2 to to TO cord-355531-1cpli8kv 181 3 reduce reduce VB cord-355531-1cpli8kv 181 4 possible possible JJ cord-355531-1cpli8kv 181 5 contact contact NN cord-355531-1cpli8kv 181 6 during during IN cord-355531-1cpli8kv 181 7 the the DT cord-355531-1cpli8kv 181 8 asymptomatic asymptomatic JJ cord-355531-1cpli8kv 181 9 infectious infectious JJ cord-355531-1cpli8kv 181 10 period period NN cord-355531-1cpli8kv 181 11 is be VBZ cord-355531-1cpli8kv 181 12 one one CD cord-355531-1cpli8kv 181 13 of of IN cord-355531-1cpli8kv 181 14 the the DT cord-355531-1cpli8kv 181 15 major major JJ cord-355531-1cpli8kv 181 16 tasks task NNS cord-355531-1cpli8kv 181 17 to to TO cord-355531-1cpli8kv 181 18 contain contain VB cord-355531-1cpli8kv 181 19 the the DT cord-355531-1cpli8kv 181 20 virus virus NN cord-355531-1cpli8kv 181 21 spread spread VBN cord-355531-1cpli8kv 181 22 . . . cord-355531-1cpli8kv 182 1 Our -PRON- PRP$ cord-355531-1cpli8kv 182 2 results result NNS cord-355531-1cpli8kv 182 3 were be VBD cord-355531-1cpli8kv 182 4 in in IN cord-355531-1cpli8kv 182 5 agreement agreement NN cord-355531-1cpli8kv 182 6 with with IN cord-355531-1cpli8kv 182 7 the the DT cord-355531-1cpli8kv 182 8 advocation advocation NN cord-355531-1cpli8kv 182 9 from from IN cord-355531-1cpli8kv 182 10 the the DT cord-355531-1cpli8kv 182 11 government government NN cord-355531-1cpli8kv 182 12 that that IN cord-355531-1cpli8kv 182 13 people people NNS cord-355531-1cpli8kv 182 14 who who WP cord-355531-1cpli8kv 182 15 had have VBD cord-355531-1cpli8kv 182 16 close close JJ cord-355531-1cpli8kv 182 17 contact contact NN cord-355531-1cpli8kv 182 18 with with IN cord-355531-1cpli8kv 182 19 confirmed confirm VBN cord-355531-1cpli8kv 182 20 cases case NNS cord-355531-1cpli8kv 182 21 need need VBP cord-355531-1cpli8kv 182 22 to to TO cord-355531-1cpli8kv 182 23 be be VB cord-355531-1cpli8kv 182 24 quarantined quarantine VBN cord-355531-1cpli8kv 182 25 for for IN cord-355531-1cpli8kv 182 26 at at RB cord-355531-1cpli8kv 182 27 least least RBS cord-355531-1cpli8kv 182 28 14 14 CD cord-355531-1cpli8kv 182 29 days day NNS cord-355531-1cpli8kv 182 30 27 27 CD cord-355531-1cpli8kv 182 31 . . . cord-355531-1cpli8kv 183 1 Overall overall RB cord-355531-1cpli8kv 183 2 , , , cord-355531-1cpli8kv 183 3 our -PRON- PRP$ cord-355531-1cpli8kv 183 4 studies study NNS cord-355531-1cpli8kv 183 5 suggested suggest VBD cord-355531-1cpli8kv 183 6 an an DT cord-355531-1cpli8kv 183 7 improved improved JJ cord-355531-1cpli8kv 183 8 capability capability NN cord-355531-1cpli8kv 183 9 with with IN cord-355531-1cpli8kv 183 10 intensive intensive JJ cord-355531-1cpli8kv 183 11 transportation transportation NN cord-355531-1cpli8kv 183 12 control control NN cord-355531-1cpli8kv 183 13 and and CC cord-355531-1cpli8kv 183 14 quarantine quarantine NN cord-355531-1cpli8kv 183 15 measures measure NNS cord-355531-1cpli8kv 183 16 , , , cord-355531-1cpli8kv 183 17 can can MD cord-355531-1cpli8kv 183 18 be be VB cord-355531-1cpli8kv 183 19 able able JJ cord-355531-1cpli8kv 183 20 to to TO cord-355531-1cpli8kv 183 21 contain contain VB cord-355531-1cpli8kv 183 22 COVID covid JJ cord-355531-1cpli8kv 183 23 outbreak outbreak NN cord-355531-1cpli8kv 183 24 in in IN cord-355531-1cpli8kv 183 25 a a DT cord-355531-1cpli8kv 183 26 city city NN cord-355531-1cpli8kv 183 27 . . . cord-355531-1cpli8kv 183 28 . . . cord-355531-1cpli8kv 184 1 CC CC NNP cord-355531-1cpli8kv 184 2 - - HYPH cord-355531-1cpli8kv 184 3 BY BY NNP cord-355531-1cpli8kv 184 4 - - HYPH cord-355531-1cpli8kv 184 5 ND ND NNP cord-355531-1cpli8kv 184 6 4.0 4.0 CD cord-355531-1cpli8kv 184 7 International international JJ cord-355531-1cpli8kv 184 8 license license NN cord-355531-1cpli8kv 185 1 It -PRON- PRP cord-355531-1cpli8kv 185 2 is be VBZ cord-355531-1cpli8kv 185 3 made make VBN cord-355531-1cpli8kv 185 4 available available JJ cord-355531-1cpli8kv 185 5 under under IN cord-355531-1cpli8kv 185 6 a a DT cord-355531-1cpli8kv 185 7 author author NN cord-355531-1cpli8kv 185 8 / / SYM cord-355531-1cpli8kv 185 9 funder funder NN cord-355531-1cpli8kv 185 10 , , , cord-355531-1cpli8kv 185 11 who who WP cord-355531-1cpli8kv 185 12 has have VBZ cord-355531-1cpli8kv 185 13 granted grant VBN cord-355531-1cpli8kv 185 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 185 15 a a DT cord-355531-1cpli8kv 185 16 license license NN cord-355531-1cpli8kv 185 17 to to TO cord-355531-1cpli8kv 185 18 display display VB cord-355531-1cpli8kv 185 19 the the DT cord-355531-1cpli8kv 185 20 preprint preprint NN cord-355531-1cpli8kv 185 21 in in IN cord-355531-1cpli8kv 185 22 perpetuity perpetuity NN cord-355531-1cpli8kv 185 23 . . . cord-355531-1cpli8kv 186 1 is be VBZ cord-355531-1cpli8kv 186 2 the the DT cord-355531-1cpli8kv 186 3 ( ( -LRB- cord-355531-1cpli8kv 186 4 which which WDT cord-355531-1cpli8kv 186 5 was be VBD cord-355531-1cpli8kv 186 6 not not RB cord-355531-1cpli8kv 186 7 peer peer NN cord-355531-1cpli8kv 186 8 - - HYPH cord-355531-1cpli8kv 186 9 reviewed review VBN cord-355531-1cpli8kv 186 10 ) ) -RRB- cord-355531-1cpli8kv 187 1 The the DT cord-355531-1cpli8kv 187 2 copyright copyright NN cord-355531-1cpli8kv 187 3 holder holder NN cord-355531-1cpli8kv 187 4 for for IN cord-355531-1cpli8kv 187 5 this this DT cord-355531-1cpli8kv 187 6 preprint preprint NN cord-355531-1cpli8kv 187 7 . . . cord-355531-1cpli8kv 188 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 188 2 doi doi NN cord-355531-1cpli8kv 188 3 : : : cord-355531-1cpli8kv 189 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 189 2 preprint preprint NN cord-355531-1cpli8kv 189 3 . . . cord-355531-1cpli8kv 190 1 CC CC NNP cord-355531-1cpli8kv 190 2 - - HYPH cord-355531-1cpli8kv 190 3 BY BY NNP cord-355531-1cpli8kv 190 4 - - HYPH cord-355531-1cpli8kv 190 5 ND ND NNP cord-355531-1cpli8kv 190 6 4.0 4.0 CD cord-355531-1cpli8kv 190 7 International international JJ cord-355531-1cpli8kv 190 8 license license NN cord-355531-1cpli8kv 191 1 It -PRON- PRP cord-355531-1cpli8kv 191 2 is be VBZ cord-355531-1cpli8kv 191 3 made make VBN cord-355531-1cpli8kv 191 4 available available JJ cord-355531-1cpli8kv 191 5 under under IN cord-355531-1cpli8kv 191 6 a a DT cord-355531-1cpli8kv 191 7 author author NN cord-355531-1cpli8kv 191 8 / / SYM cord-355531-1cpli8kv 191 9 funder funder NN cord-355531-1cpli8kv 191 10 , , , cord-355531-1cpli8kv 191 11 who who WP cord-355531-1cpli8kv 191 12 has have VBZ cord-355531-1cpli8kv 191 13 granted grant VBN cord-355531-1cpli8kv 191 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 191 15 a a DT cord-355531-1cpli8kv 191 16 license license NN cord-355531-1cpli8kv 191 17 to to TO cord-355531-1cpli8kv 191 18 display display VB cord-355531-1cpli8kv 191 19 the the DT cord-355531-1cpli8kv 191 20 preprint preprint NN cord-355531-1cpli8kv 191 21 in in IN cord-355531-1cpli8kv 191 22 perpetuity perpetuity NN cord-355531-1cpli8kv 191 23 . . . cord-355531-1cpli8kv 192 1 is be VBZ cord-355531-1cpli8kv 192 2 the the DT cord-355531-1cpli8kv 192 3 ( ( -LRB- cord-355531-1cpli8kv 192 4 which which WDT cord-355531-1cpli8kv 192 5 was be VBD cord-355531-1cpli8kv 192 6 not not RB cord-355531-1cpli8kv 192 7 peer peer NN cord-355531-1cpli8kv 192 8 - - HYPH cord-355531-1cpli8kv 192 9 reviewed review VBN cord-355531-1cpli8kv 192 10 ) ) -RRB- cord-355531-1cpli8kv 193 1 The the DT cord-355531-1cpli8kv 193 2 copyright copyright NN cord-355531-1cpli8kv 193 3 holder holder NN cord-355531-1cpli8kv 193 4 for for IN cord-355531-1cpli8kv 193 5 this this DT cord-355531-1cpli8kv 193 6 preprint preprint NN cord-355531-1cpli8kv 193 7 . . . cord-355531-1cpli8kv 194 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 194 2 doi doi NN cord-355531-1cpli8kv 194 3 : : : cord-355531-1cpli8kv 195 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 195 2 preprint preprint NN cord-355531-1cpli8kv 195 3 Figure Figure NNP cord-355531-1cpli8kv 195 4 S1 S1 NNP cord-355531-1cpli8kv 195 5 . . . cord-355531-1cpli8kv 196 1 Prediction prediction NN cord-355531-1cpli8kv 196 2 of of IN cord-355531-1cpli8kv 196 3 the the DT cord-355531-1cpli8kv 196 4 number number NN cord-355531-1cpli8kv 196 5 of of IN cord-355531-1cpli8kv 196 6 newly newly RB cord-355531-1cpli8kv 196 7 symptomatic symptomatic JJ cord-355531-1cpli8kv 196 8 infectious infectious JJ cord-355531-1cpli8kv 196 9 ( ( -LRB- cord-355531-1cpli8kv 196 10 A a NN cord-355531-1cpli8kv 196 11 ) ) -RRB- cord-355531-1cpli8kv 196 12 , , , cord-355531-1cpli8kv 196 13 newly newly RB cord-355531-1cpli8kv 196 14 exposed expose VBN cord-355531-1cpli8kv 196 15 individuals individual NNS cord-355531-1cpli8kv 196 16 ( ( -LRB- cord-355531-1cpli8kv 196 17 B b NN cord-355531-1cpli8kv 196 18 ) ) -RRB- cord-355531-1cpli8kv 196 19 , , , cord-355531-1cpli8kv 196 20 newly newly RB cord-355531-1cpli8kv 196 21 quarantined quarantine VBN cord-355531-1cpli8kv 196 22 cases(C cases(C NNP cord-355531-1cpli8kv 196 23 ) ) -RRB- cord-355531-1cpli8kv 196 24 , , , cord-355531-1cpli8kv 196 25 newly newly RB cord-355531-1cpli8kv 196 26 recovered recover VBN cord-355531-1cpli8kv 196 27 cases case NNS cord-355531-1cpli8kv 196 28 ( ( -LRB- cord-355531-1cpli8kv 196 29 D D NNP cord-355531-1cpli8kv 196 30 ) ) -RRB- cord-355531-1cpli8kv 196 31 in in IN cord-355531-1cpli8kv 196 32 Wuhan Wuhan NNP cord-355531-1cpli8kv 196 33 . . . cord-355531-1cpli8kv 196 34 . . . cord-355531-1cpli8kv 197 1 CC CC NNP cord-355531-1cpli8kv 197 2 - - HYPH cord-355531-1cpli8kv 197 3 BY BY NNP cord-355531-1cpli8kv 197 4 - - HYPH cord-355531-1cpli8kv 197 5 ND ND NNP cord-355531-1cpli8kv 197 6 4.0 4.0 CD cord-355531-1cpli8kv 197 7 International international JJ cord-355531-1cpli8kv 197 8 license license NN cord-355531-1cpli8kv 198 1 It -PRON- PRP cord-355531-1cpli8kv 198 2 is be VBZ cord-355531-1cpli8kv 198 3 made make VBN cord-355531-1cpli8kv 198 4 available available JJ cord-355531-1cpli8kv 198 5 under under IN cord-355531-1cpli8kv 198 6 a a DT cord-355531-1cpli8kv 198 7 author author NN cord-355531-1cpli8kv 198 8 / / SYM cord-355531-1cpli8kv 198 9 funder funder NN cord-355531-1cpli8kv 198 10 , , , cord-355531-1cpli8kv 198 11 who who WP cord-355531-1cpli8kv 198 12 has have VBZ cord-355531-1cpli8kv 198 13 granted grant VBN cord-355531-1cpli8kv 198 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 198 15 a a DT cord-355531-1cpli8kv 198 16 license license NN cord-355531-1cpli8kv 198 17 to to TO cord-355531-1cpli8kv 198 18 display display VB cord-355531-1cpli8kv 198 19 the the DT cord-355531-1cpli8kv 198 20 preprint preprint NN cord-355531-1cpli8kv 198 21 in in IN cord-355531-1cpli8kv 198 22 perpetuity perpetuity NN cord-355531-1cpli8kv 198 23 . . . cord-355531-1cpli8kv 199 1 is be VBZ cord-355531-1cpli8kv 199 2 the the DT cord-355531-1cpli8kv 199 3 ( ( -LRB- cord-355531-1cpli8kv 199 4 which which WDT cord-355531-1cpli8kv 199 5 was be VBD cord-355531-1cpli8kv 199 6 not not RB cord-355531-1cpli8kv 199 7 peer peer NN cord-355531-1cpli8kv 199 8 - - HYPH cord-355531-1cpli8kv 199 9 reviewed review VBN cord-355531-1cpli8kv 199 10 ) ) -RRB- cord-355531-1cpli8kv 200 1 The the DT cord-355531-1cpli8kv 200 2 copyright copyright NN cord-355531-1cpli8kv 200 3 holder holder NN cord-355531-1cpli8kv 200 4 for for IN cord-355531-1cpli8kv 200 5 this this DT cord-355531-1cpli8kv 200 6 preprint preprint NN cord-355531-1cpli8kv 200 7 . . . cord-355531-1cpli8kv 201 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 201 2 doi doi NN cord-355531-1cpli8kv 201 3 : : : cord-355531-1cpli8kv 202 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 202 2 preprint preprint NN cord-355531-1cpli8kv 202 3 Figure Figure NNP cord-355531-1cpli8kv 202 4 S2 S2 NNP cord-355531-1cpli8kv 202 5 . . . cord-355531-1cpli8kv 203 1 Prediction prediction NN cord-355531-1cpli8kv 203 2 of of IN cord-355531-1cpli8kv 203 3 the the DT cord-355531-1cpli8kv 203 4 cumulative cumulative JJ cord-355531-1cpli8kv 203 5 number number NN cord-355531-1cpli8kv 203 6 of of IN cord-355531-1cpli8kv 203 7 individuals individual NNS cord-355531-1cpli8kv 203 8 in in IN cord-355531-1cpli8kv 203 9 S S NNP cord-355531-1cpli8kv 203 10 ( ( -LRB- cord-355531-1cpli8kv 203 11 susceptible susceptible JJ cord-355531-1cpli8kv 203 12 ) ) -RRB- cord-355531-1cpli8kv 203 13 , , , cord-355531-1cpli8kv 203 14 E E NNS cord-355531-1cpli8kv 203 15 ( ( -LRB- cord-355531-1cpli8kv 203 16 exposed expose VBN cord-355531-1cpli8kv 203 17 and and CC cord-355531-1cpli8kv 203 18 partly partly RB cord-355531-1cpli8kv 203 19 asymptomatically asymptomatically RB cord-355531-1cpli8kv 203 20 infectious infectious JJ cord-355531-1cpli8kv 203 21 ) ) -RRB- cord-355531-1cpli8kv 203 22 , , , cord-355531-1cpli8kv 203 23 I -PRON- PRP cord-355531-1cpli8kv 203 24 ( ( -LRB- cord-355531-1cpli8kv 203 25 symptomatically symptomatically RB cord-355531-1cpli8kv 203 26 infectious infectious JJ cord-355531-1cpli8kv 203 27 ) ) -RRB- cord-355531-1cpli8kv 203 28 , , , cord-355531-1cpli8kv 203 29 Q Q NNP cord-355531-1cpli8kv 203 30 ( ( -LRB- cord-355531-1cpli8kv 203 31 quarantined quarantine VBN cord-355531-1cpli8kv 203 32 ) ) -RRB- cord-355531-1cpli8kv 203 33 , , , cord-355531-1cpli8kv 203 34 and and CC cord-355531-1cpli8kv 203 35 R r NN cord-355531-1cpli8kv 203 36 ( ( -LRB- cord-355531-1cpli8kv 203 37 recovered recover VBN cord-355531-1cpli8kv 203 38 ) ) -RRB- cord-355531-1cpli8kv 203 39 statuses status NNS cord-355531-1cpli8kv 203 40 separately separately RB cord-355531-1cpli8kv 203 41 . . . cord-355531-1cpli8kv 203 42 . . . cord-355531-1cpli8kv 204 1 CC CC NNP cord-355531-1cpli8kv 204 2 - - HYPH cord-355531-1cpli8kv 204 3 BY BY NNP cord-355531-1cpli8kv 204 4 - - HYPH cord-355531-1cpli8kv 204 5 ND ND NNP cord-355531-1cpli8kv 204 6 4.0 4.0 CD cord-355531-1cpli8kv 204 7 International international JJ cord-355531-1cpli8kv 204 8 license license NN cord-355531-1cpli8kv 205 1 It -PRON- PRP cord-355531-1cpli8kv 205 2 is be VBZ cord-355531-1cpli8kv 205 3 made make VBN cord-355531-1cpli8kv 205 4 available available JJ cord-355531-1cpli8kv 205 5 under under IN cord-355531-1cpli8kv 205 6 a a DT cord-355531-1cpli8kv 205 7 author author NN cord-355531-1cpli8kv 205 8 / / SYM cord-355531-1cpli8kv 205 9 funder funder NN cord-355531-1cpli8kv 205 10 , , , cord-355531-1cpli8kv 205 11 who who WP cord-355531-1cpli8kv 205 12 has have VBZ cord-355531-1cpli8kv 205 13 granted grant VBN cord-355531-1cpli8kv 205 14 medRxiv medRxiv NNS cord-355531-1cpli8kv 205 15 a a DT cord-355531-1cpli8kv 205 16 license license NN cord-355531-1cpli8kv 205 17 to to TO cord-355531-1cpli8kv 205 18 display display VB cord-355531-1cpli8kv 205 19 the the DT cord-355531-1cpli8kv 205 20 preprint preprint NN cord-355531-1cpli8kv 205 21 in in IN cord-355531-1cpli8kv 205 22 perpetuity perpetuity NN cord-355531-1cpli8kv 205 23 . . . cord-355531-1cpli8kv 206 1 is be VBZ cord-355531-1cpli8kv 206 2 the the DT cord-355531-1cpli8kv 206 3 ( ( -LRB- cord-355531-1cpli8kv 206 4 which which WDT cord-355531-1cpli8kv 206 5 was be VBD cord-355531-1cpli8kv 206 6 not not RB cord-355531-1cpli8kv 206 7 peer peer NN cord-355531-1cpli8kv 206 8 - - HYPH cord-355531-1cpli8kv 206 9 reviewed review VBN cord-355531-1cpli8kv 206 10 ) ) -RRB- cord-355531-1cpli8kv 207 1 The the DT cord-355531-1cpli8kv 207 2 copyright copyright NN cord-355531-1cpli8kv 207 3 holder holder NN cord-355531-1cpli8kv 207 4 for for IN cord-355531-1cpli8kv 207 5 this this DT cord-355531-1cpli8kv 207 6 preprint preprint NN cord-355531-1cpli8kv 207 7 . . . cord-355531-1cpli8kv 208 1 https://doi.org/10.1101/2020.03.31.20049387 https://doi.org/10.1101/2020.03.31.20049387 NNP cord-355531-1cpli8kv 208 2 doi doi NN cord-355531-1cpli8kv 208 3 : : : cord-355531-1cpli8kv 209 1 medRxiv medRxiv NNP cord-355531-1cpli8kv 209 2 preprint preprint NN cord-355531-1cpli8kv 209 3 Early Early NNP cord-355531-1cpli8kv 209 4 Transmission Transmission NNP cord-355531-1cpli8kv 209 5 Dynamics Dynamics NNPS cord-355531-1cpli8kv 209 6 in in IN cord-355531-1cpli8kv 209 7 Wuhan Wuhan NNP cord-355531-1cpli8kv 209 8 , , , cord-355531-1cpli8kv 209 9 China China NNP cord-355531-1cpli8kv 209 10 , , , cord-355531-1cpli8kv 209 11 of of IN cord-355531-1cpli8kv 209 12 Novel Novel NNP cord-355531-1cpli8kv 209 13 Coronavirus Coronavirus NNP cord-355531-1cpli8kv 209 14 - - HYPH cord-355531-1cpli8kv 209 15 Infected infect VBN cord-355531-1cpli8kv 209 16 Pneumonia pneumonia NN cord-355531-1cpli8kv 210 1 COVID-19 covid-19 VB cord-355531-1cpli8kv 210 2 : : : cord-355531-1cpli8kv 210 3 towards towards IN cord-355531-1cpli8kv 210 4 controlling control VBG cord-355531-1cpli8kv 210 5 of of IN cord-355531-1cpli8kv 210 6 a a DT cord-355531-1cpli8kv 210 7 pandemic pandemic NN cord-355531-1cpli8kv 210 8 Preliminary preliminary JJ cord-355531-1cpli8kv 210 9 estimation estimation NN cord-355531-1cpli8kv 210 10 of of IN cord-355531-1cpli8kv 210 11 the the DT cord-355531-1cpli8kv 210 12 basic basic JJ cord-355531-1cpli8kv 210 13 reproduction reproduction NN cord-355531-1cpli8kv 210 14 number number NN cord-355531-1cpli8kv 210 15 of of IN cord-355531-1cpli8kv 210 16 novel novel JJ cord-355531-1cpli8kv 210 17 coronavirus coronavirus NN cord-355531-1cpli8kv 210 18 ( ( -LRB- cord-355531-1cpli8kv 210 19 2019-nCoV 2019-ncov CD cord-355531-1cpli8kv 210 20 ) ) -RRB- cord-355531-1cpli8kv 210 21 in in IN cord-355531-1cpli8kv 210 22 China China NNP cord-355531-1cpli8kv 210 23 , , , cord-355531-1cpli8kv 210 24 from from IN cord-355531-1cpli8kv 210 25 2019 2019 CD cord-355531-1cpli8kv 210 26 to to IN cord-355531-1cpli8kv 210 27 2020 2020 CD cord-355531-1cpli8kv 210 28 : : : cord-355531-1cpli8kv 211 1 A a DT cord-355531-1cpli8kv 211 2 data data NN cord-355531-1cpli8kv 211 3 - - HYPH cord-355531-1cpli8kv 211 4 driven drive VBN cord-355531-1cpli8kv 211 5 analysis analysis NN cord-355531-1cpli8kv 211 6 in in IN cord-355531-1cpli8kv 211 7 the the DT cord-355531-1cpli8kv 211 8 early early JJ cord-355531-1cpli8kv 211 9 phase phase NN cord-355531-1cpli8kv 211 10 of of IN cord-355531-1cpli8kv 211 11 the the DT cord-355531-1cpli8kv 211 12 outbreak outbreak NN cord-355531-1cpli8kv 211 13 Pattern pattern NN cord-355531-1cpli8kv 211 14 of of IN cord-355531-1cpli8kv 211 15 early early JJ cord-355531-1cpli8kv 211 16 human human NN cord-355531-1cpli8kv 211 17 - - HYPH cord-355531-1cpli8kv 211 18 to to IN cord-355531-1cpli8kv 211 19 - - HYPH cord-355531-1cpli8kv 211 20 human human JJ cord-355531-1cpli8kv 211 21 transmission transmission NN cord-355531-1cpli8kv 211 22 of of IN cord-355531-1cpli8kv 211 23 Wuhan Wuhan NNP cord-355531-1cpli8kv 211 24 Early Early NNP cord-355531-1cpli8kv 211 25 Transmissibility Transmissibility NNP cord-355531-1cpli8kv 211 26 Assessment Assessment NNP cord-355531-1cpli8kv 211 27 of of IN cord-355531-1cpli8kv 211 28 a a DT cord-355531-1cpli8kv 211 29 Novel Novel NNP cord-355531-1cpli8kv 211 30 Coronavirus Coronavirus NNP cord-355531-1cpli8kv 211 31 in in IN cord-355531-1cpli8kv 211 32 Wuhan Wuhan NNP cord-355531-1cpli8kv 211 33 Novel Novel NNP cord-355531-1cpli8kv 211 34 coronavirus coronavirus NN cord-355531-1cpli8kv 211 35 2019-nCoV 2019-ncov CD cord-355531-1cpli8kv 211 36 : : : cord-355531-1cpli8kv 211 37 early early JJ cord-355531-1cpli8kv 211 38 estimation estimation NN cord-355531-1cpli8kv 211 39 of of IN cord-355531-1cpli8kv 211 40 epidemiological epidemiological JJ cord-355531-1cpli8kv 211 41 parameters parameter NNS cord-355531-1cpli8kv 211 42 and and CC cord-355531-1cpli8kv 211 43 epidemic epidemic NN cord-355531-1cpli8kv 211 44 predictions prediction NNS cord-355531-1cpli8kv 211 45 Articles article NNS cord-355531-1cpli8kv 211 46 Early early JJ cord-355531-1cpli8kv 211 47 dynamics dynamic NNS cord-355531-1cpli8kv 211 48 of of IN cord-355531-1cpli8kv 211 49 transmission transmission NN cord-355531-1cpli8kv 211 50 and and CC cord-355531-1cpli8kv 211 51 control control NN cord-355531-1cpli8kv 211 52 of of IN cord-355531-1cpli8kv 211 53 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 212 1 : : : cord-355531-1cpli8kv 212 2 a a DT cord-355531-1cpli8kv 212 3 mathematical mathematical JJ cord-355531-1cpli8kv 212 4 modelling modelling NN cord-355531-1cpli8kv 212 5 study study NN cord-355531-1cpli8kv 213 1 Early early JJ cord-355531-1cpli8kv 213 2 evaluation evaluation NN cord-355531-1cpli8kv 213 3 of of IN cord-355531-1cpli8kv 213 4 the the DT cord-355531-1cpli8kv 213 5 Wuhan Wuhan NNP cord-355531-1cpli8kv 213 6 City City NNP cord-355531-1cpli8kv 213 7 travel travel NN cord-355531-1cpli8kv 213 8 restrictions restriction NNS cord-355531-1cpli8kv 213 9 in in IN cord-355531-1cpli8kv 213 10 response response NN cord-355531-1cpli8kv 213 11 to to IN cord-355531-1cpli8kv 213 12 the the DT cord-355531-1cpli8kv 213 13 2019 2019 CD cord-355531-1cpli8kv 213 14 novel novel JJ cord-355531-1cpli8kv 213 15 coronavirus coronavirus NN cord-355531-1cpli8kv 213 16 outbreak outbreak NN cord-355531-1cpli8kv 213 17 Wuhan Wuhan NNP cord-355531-1cpli8kv 213 18 Municipal Municipal NNP cord-355531-1cpli8kv 213 19 Health Health NNP cord-355531-1cpli8kv 213 20 Commission Commission NNP cord-355531-1cpli8kv 213 21 National National NNP cord-355531-1cpli8kv 213 22 Health Health NNP cord-355531-1cpli8kv 213 23 Commission Commission NNP cord-355531-1cpli8kv 213 24 of of IN cord-355531-1cpli8kv 213 25 the the DT cord-355531-1cpli8kv 213 26 People People NNPS cord-355531-1cpli8kv 213 27 's 's POS cord-355531-1cpli8kv 213 28 Republic Republic NNP cord-355531-1cpli8kv 213 29 of of IN cord-355531-1cpli8kv 213 30 China China NNP cord-355531-1cpli8kv 213 31 The the DT cord-355531-1cpli8kv 213 32 State State NNP cord-355531-1cpli8kv 213 33 Council_The Council_The NNP cord-355531-1cpli8kv 213 34 People People NNPS cord-355531-1cpli8kv 213 35 's 's POS cord-355531-1cpli8kv 213 36 Republic Republic NNP cord-355531-1cpli8kv 213 37 of of IN cord-355531-1cpli8kv 213 38 China China NNP cord-355531-1cpli8kv 214 1 The the DT cord-355531-1cpli8kv 214 2 effect effect NN cord-355531-1cpli8kv 214 3 of of IN cord-355531-1cpli8kv 214 4 human human JJ cord-355531-1cpli8kv 214 5 mobility mobility NN cord-355531-1cpli8kv 214 6 and and CC cord-355531-1cpli8kv 214 7 control control NN cord-355531-1cpli8kv 214 8 measures measure NNS cord-355531-1cpli8kv 214 9 on on IN cord-355531-1cpli8kv 214 10 the the DT cord-355531-1cpli8kv 214 11 COVID-19 covid-19 JJ cord-355531-1cpli8kv 214 12 epidemic epidemic NN cord-355531-1cpli8kv 214 13 in in IN cord-355531-1cpli8kv 214 14 China China NNP cord-355531-1cpli8kv 214 15 . . . cord-355531-1cpli8kv 215 1 Science science NN cord-355531-1cpli8kv 215 2 ( ( -LRB- cord-355531-1cpli8kv 215 3 80- 80- CD cord-355531-1cpli8kv 215 4 . . . cord-355531-1cpli8kv 215 5 ) ) -RRB- cord-355531-1cpli8kv 216 1 The the DT cord-355531-1cpli8kv 216 2 impact impact NN cord-355531-1cpli8kv 216 3 of of IN cord-355531-1cpli8kv 216 4 transmission transmission NN cord-355531-1cpli8kv 216 5 control control NN cord-355531-1cpli8kv 216 6 measures measure NNS cord-355531-1cpli8kv 216 7 during during IN cord-355531-1cpli8kv 216 8 the the DT cord-355531-1cpli8kv 216 9 first first JJ cord-355531-1cpli8kv 216 10 50 50 CD cord-355531-1cpli8kv 216 11 days day NNS cord-355531-1cpli8kv 216 12 of of IN cord-355531-1cpli8kv 216 13 the the DT cord-355531-1cpli8kv 216 14 COVID-19 covid-19 JJ cord-355531-1cpli8kv 216 15 epidemic epidemic NN cord-355531-1cpli8kv 216 16 in in IN cord-355531-1cpli8kv 216 17 China China NNP cord-355531-1cpli8kv 216 18 Risk Risk NNP cord-355531-1cpli8kv 216 19 for for IN cord-355531-1cpli8kv 216 20 Transportation Transportation NNP cord-355531-1cpli8kv 216 21 of of IN cord-355531-1cpli8kv 216 22 2019 2019 CD cord-355531-1cpli8kv 216 23 Novel Novel NNP cord-355531-1cpli8kv 216 24 Coronavirus Coronavirus NNP cord-355531-1cpli8kv 216 25 Disease Disease NNP cord-355531-1cpli8kv 216 26 from from IN cord-355531-1cpli8kv 216 27 Wuhan Wuhan NNP cord-355531-1cpli8kv 216 28 to to IN cord-355531-1cpli8kv 216 29 Other other JJ cord-355531-1cpli8kv 216 30 Cities Cities NNPS cord-355531-1cpli8kv 216 31 in in IN cord-355531-1cpli8kv 216 32 China China NNP cord-355531-1cpli8kv 217 1 The the DT cord-355531-1cpli8kv 217 2 impact impact NN cord-355531-1cpli8kv 217 3 of of IN cord-355531-1cpli8kv 217 4 traffic traffic NN cord-355531-1cpli8kv 217 5 isolation isolation NN cord-355531-1cpli8kv 217 6 in in IN cord-355531-1cpli8kv 217 7 Wuhan Wuhan NNP cord-355531-1cpli8kv 217 8 on on IN cord-355531-1cpli8kv 217 9 the the DT cord-355531-1cpli8kv 217 10 spread spread NN cord-355531-1cpli8kv 217 11 of of IN cord-355531-1cpli8kv 217 12 Substantial substantial JJ cord-355531-1cpli8kv 217 13 undocumented undocumented JJ cord-355531-1cpli8kv 217 14 infection infection NN cord-355531-1cpli8kv 217 15 facilitates facilitate VBZ cord-355531-1cpli8kv 217 16 the the DT cord-355531-1cpli8kv 217 17 rapid rapid JJ cord-355531-1cpli8kv 217 18 dissemination dissemination NN cord-355531-1cpli8kv 217 19 of of IN cord-355531-1cpli8kv 217 20 novel novel JJ cord-355531-1cpli8kv 217 21 coronavirus coronavirus NN cord-355531-1cpli8kv 217 22 ( ( -LRB- cord-355531-1cpli8kv 217 23 SARS SARS NNP cord-355531-1cpli8kv 217 24 - - HYPH cord-355531-1cpli8kv 217 25 CoV2 CoV2 NNP cord-355531-1cpli8kv 217 26 ) ) -RRB- cord-355531-1cpli8kv 217 27 . . . cord-355531-1cpli8kv 218 1 Science science NN cord-355531-1cpli8kv 218 2 ( ( -LRB- cord-355531-1cpli8kv 218 3 80- 80- CD cord-355531-1cpli8kv 218 4 . . . cord-355531-1cpli8kv 218 5 ) ) -RRB- cord-355531-1cpli8kv 219 1 SFDA SFDA NNP cord-355531-1cpli8kv 219 2 Approves approve VBZ cord-355531-1cpli8kv 219 3 New new JJ cord-355531-1cpli8kv 219 4 Coronavirus Coronavirus NNP cord-355531-1cpli8kv 219 5 Nucleic Nucleic NNP cord-355531-1cpli8kv 219 6 Acid acid NN cord-355531-1cpli8kv 219 7 Detection detection NN cord-355531-1cpli8kv 220 1 Reagent_Chinese reagent_chinese JJ cord-355531-1cpli8kv 220 2 government government NN cord-355531-1cpli8kv 220 3 website website NN cord-355531-1cpli8kv 220 4 Incubation Incubation NNP cord-355531-1cpli8kv 220 5 period period NN cord-355531-1cpli8kv 220 6 of of IN cord-355531-1cpli8kv 220 7 2019 2019 CD cord-355531-1cpli8kv 220 8 novel novel JJ cord-355531-1cpli8kv 220 9 coronavirus coronavirus NN cord-355531-1cpli8kv 220 10 ( ( -LRB- cord-355531-1cpli8kv 220 11 2019-nCoV 2019-ncov CD cord-355531-1cpli8kv 220 12 ) ) -RRB- cord-355531-1cpli8kv 220 13 infections infection NNS cord-355531-1cpli8kv 220 14 among among IN cord-355531-1cpli8kv 220 15 travellers traveller NNS cord-355531-1cpli8kv 220 16 from from IN cord-355531-1cpli8kv 220 17 Wuhan Wuhan NNP cord-355531-1cpli8kv 220 18 , , , cord-355531-1cpli8kv 220 19 China China NNP cord-355531-1cpli8kv 220 20 Presumed presume VBD cord-355531-1cpli8kv 220 21 Asymptomatic Asymptomatic NNP cord-355531-1cpli8kv 220 22 Carrier Carrier NNP cord-355531-1cpli8kv 220 23 Transmission Transmission NNP cord-355531-1cpli8kv 220 24 of of IN cord-355531-1cpli8kv 220 25 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 220 26 Transmission Transmission NNP cord-355531-1cpli8kv 220 27 of of IN cord-355531-1cpli8kv 220 28 2019-nCoV 2019-ncov CD cord-355531-1cpli8kv 220 29 Infection infection NN cord-355531-1cpli8kv 220 30 from from IN cord-355531-1cpli8kv 220 31 an an DT cord-355531-1cpli8kv 220 32 Asymptomatic asymptomatic JJ cord-355531-1cpli8kv 220 33 Contact Contact NNP cord-355531-1cpli8kv 220 34 in in IN cord-355531-1cpli8kv 220 35 Germany Germany NNP cord-355531-1cpli8kv 221 1 The the DT cord-355531-1cpli8kv 221 2 serial serial JJ cord-355531-1cpli8kv 221 3 interval interval NN cord-355531-1cpli8kv 221 4 of of IN cord-355531-1cpli8kv 221 5 COVID-19 COVID-19 NNP cord-355531-1cpli8kv 221 6 from from IN cord-355531-1cpli8kv 221 7 publicly publicly RB cord-355531-1cpli8kv 221 8 reported report VBN cord-355531-1cpli8kv 221 9 confirmed confirm VBN cord-355531-1cpli8kv 221 10 cases case NNS cord-355531-1cpli8kv 222 1 The the DT cord-355531-1cpli8kv 222 2 construction construction NN cord-355531-1cpli8kv 222 3 of of IN cord-355531-1cpli8kv 222 4 nextgeneration nextgeneration NN cord-355531-1cpli8kv 222 5 matrices matrix NNS cord-355531-1cpli8kv 222 6 for for IN cord-355531-1cpli8kv 222 7 compartmental compartmental JJ cord-355531-1cpli8kv 222 8 epidemic epidemic NN cord-355531-1cpli8kv 222 9 models model NNS cord-355531-1cpli8kv 222 10 Reconciling reconcile VBG cord-355531-1cpli8kv 222 11 early early JJ cord-355531-1cpli8kv 222 12 - - HYPH cord-355531-1cpli8kv 222 13 outbreak outbreak NN cord-355531-1cpli8kv 222 14 estimates estimate NNS cord-355531-1cpli8kv 222 15 of of IN cord-355531-1cpli8kv 222 16 the the DT cord-355531-1cpli8kv 222 17 basic basic JJ cord-355531-1cpli8kv 222 18 reproductive reproductive JJ cord-355531-1cpli8kv 222 19 number number NN cord-355531-1cpli8kv 222 20 and and CC cord-355531-1cpli8kv 222 21 its -PRON- PRP$ cord-355531-1cpli8kv 222 22 uncertainty uncertainty NN cord-355531-1cpli8kv 222 23 : : : cord-355531-1cpli8kv 222 24 framework framework NN cord-355531-1cpli8kv 222 25 and and CC cord-355531-1cpli8kv 222 26 applications application NNS cord-355531-1cpli8kv 222 27 to to IN cord-355531-1cpli8kv 222 28 the the DT cord-355531-1cpli8kv 222 29 novel novel JJ cord-355531-1cpli8kv 222 30 coronavirus coronavirus NN cord-355531-1cpli8kv 222 31 ( ( -LRB- cord-355531-1cpli8kv 222 32 SARS SARS NNP cord-355531-1cpli8kv 222 33 - - HYPH cord-355531-1cpli8kv 222 34 CoV-2 CoV-2 NNP cord-355531-1cpli8kv 222 35 ) ) -RRB- cord-355531-1cpli8kv 222 36 outbreak outbreak NN cord-355531-1cpli8kv 222 37 Feasibility feasibility NN cord-355531-1cpli8kv 222 38 of of IN cord-355531-1cpli8kv 222 39 controlling control VBG cord-355531-1cpli8kv 222 40 COVID-19 covid-19 CD cord-355531-1cpli8kv 222 41 outbreaks outbreak NNS cord-355531-1cpli8kv 222 42 by by IN cord-355531-1cpli8kv 222 43 isolation isolation NN cord-355531-1cpli8kv 222 44 of of IN cord-355531-1cpli8kv 222 45 cases case NNS cord-355531-1cpli8kv 222 46 and and CC cord-355531-1cpli8kv 222 47 contacts contact NNS cord-355531-1cpli8kv 222 48 The the DT cord-355531-1cpli8kv 222 49 Incubation Incubation NNP cord-355531-1cpli8kv 222 50 Period Period NNP cord-355531-1cpli8kv 222 51 of of IN cord-355531-1cpli8kv 222 52 Coronavirus Coronavirus NNP cord-355531-1cpli8kv 222 53 Disease Disease NNP cord-355531-1cpli8kv 222 54 2019 2019 CD cord-355531-1cpli8kv 223 1 ( ( -LRB- cord-355531-1cpli8kv 223 2 COVID-19 covid-19 VB cord-355531-1cpli8kv 223 3 ) ) -RRB- cord-355531-1cpli8kv 223 4 From from IN cord-355531-1cpli8kv 223 5 Publicly publicly RB cord-355531-1cpli8kv 223 6 Reported report VBN cord-355531-1cpli8kv 223 7 Confirmed confirm VBN cord-355531-1cpli8kv 223 8 Cases case NNS cord-355531-1cpli8kv 223 9 : : : cord-355531-1cpli8kv 223 10 Estimation Estimation NNP cord-355531-1cpli8kv 223 11 and and CC cord-355531-1cpli8kv 223 12 Application Application NNP cord-355531-1cpli8kv 223 13 Is be VBZ cord-355531-1cpli8kv 223 14 a a DT cord-355531-1cpli8kv 223 15 14-day 14-day CD cord-355531-1cpli8kv 223 16 quarantine quarantine NN cord-355531-1cpli8kv 223 17 period period NN cord-355531-1cpli8kv 223 18 optimal optimal JJ cord-355531-1cpli8kv 223 19 for for IN cord-355531-1cpli8kv 223 20 effectively effectively RB cord-355531-1cpli8kv 223 21 controlling control VBG cord-355531-1cpli8kv 223 22 coronavirus coronavirus NN cord-355531-1cpli8kv 223 23 disease disease NN