id sid tid token lemma pos cord-301811-ykpiorgo 1 1 key key NN cord-301811-ykpiorgo 1 2 : : : cord-301811-ykpiorgo 2 1 cord-301811-ykpiorgo cord-301811-ykpiorgo NNP cord-301811-ykpiorgo 3 1 authors author NNS cord-301811-ykpiorgo 3 2 : : : cord-301811-ykpiorgo 3 3 Tanaka Tanaka NNP cord-301811-ykpiorgo 3 4 , , , cord-301811-ykpiorgo 3 5 Takuma Takuma NNP cord-301811-ykpiorgo 3 6 ; ; : cord-301811-ykpiorgo 3 7 Yamaguchi Yamaguchi NNP cord-301811-ykpiorgo 3 8 , , , cord-301811-ykpiorgo 3 9 Takayuki Takayuki NNP cord-301811-ykpiorgo 3 10 ; ; : cord-301811-ykpiorgo 3 11 Sakamoto Sakamoto NNP cord-301811-ykpiorgo 3 12 , , , cord-301811-ykpiorgo 3 13 Yohei Yohei NNP cord-301811-ykpiorgo 3 14 title title NN cord-301811-ykpiorgo 3 15 : : : cord-301811-ykpiorgo 3 16 Estimation estimation NN cord-301811-ykpiorgo 3 17 of of IN cord-301811-ykpiorgo 3 18 the the DT cord-301811-ykpiorgo 3 19 percentages percentage NNS cord-301811-ykpiorgo 3 20 of of IN cord-301811-ykpiorgo 3 21 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 3 22 patients patient NNS cord-301811-ykpiorgo 3 23 of of IN cord-301811-ykpiorgo 3 24 the the DT cord-301811-ykpiorgo 3 25 novel novel JJ cord-301811-ykpiorgo 3 26 coronavirus coronavirus NN cord-301811-ykpiorgo 3 27 ( ( -LRB- cord-301811-ykpiorgo 3 28 SARS SARS NNP cord-301811-ykpiorgo 3 29 - - HYPH cord-301811-ykpiorgo 3 30 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 3 31 ) ) -RRB- cord-301811-ykpiorgo 3 32 infection infection NN cord-301811-ykpiorgo 3 33 in in IN cord-301811-ykpiorgo 3 34 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 3 35 , , , cord-301811-ykpiorgo 3 36 Japan Japan NNP cord-301811-ykpiorgo 3 37 by by IN cord-301811-ykpiorgo 3 38 using use VBG cord-301811-ykpiorgo 3 39 birth birth NN cord-301811-ykpiorgo 3 40 - - HYPH cord-301811-ykpiorgo 3 41 death death NN cord-301811-ykpiorgo 3 42 process process NN cord-301811-ykpiorgo 3 43 with with IN cord-301811-ykpiorgo 3 44 recursive recursive JJ cord-301811-ykpiorgo 3 45 full full JJ cord-301811-ykpiorgo 3 46 tracing tracing NN cord-301811-ykpiorgo 3 47 date date NN cord-301811-ykpiorgo 3 48 : : : cord-301811-ykpiorgo 3 49 2020 2020 CD cord-301811-ykpiorgo 3 50 - - SYM cord-301811-ykpiorgo 3 51 10 10 CD cord-301811-ykpiorgo 3 52 - - SYM cord-301811-ykpiorgo 3 53 28 28 CD cord-301811-ykpiorgo 3 54 journal journal NN cord-301811-ykpiorgo 3 55 : : : cord-301811-ykpiorgo 4 1 PLoS PLoS NNP cord-301811-ykpiorgo 5 1 One one CD cord-301811-ykpiorgo 5 2 DOI doi NN cord-301811-ykpiorgo 5 3 : : : cord-301811-ykpiorgo 5 4 10.1371 10.1371 CD cord-301811-ykpiorgo 5 5 / / SYM cord-301811-ykpiorgo 5 6 journal.pone.0241170 journal.pone.0241170 NNP cord-301811-ykpiorgo 5 7 sha sha NNP cord-301811-ykpiorgo 5 8 : : : cord-301811-ykpiorgo 5 9 ead751ef2e7110fa33abe632e11398ccf1af4e10 ead751ef2e7110fa33abe632e11398ccf1af4e10 NNP cord-301811-ykpiorgo 5 10 doc_id doc_id CD cord-301811-ykpiorgo 5 11 : : : cord-301811-ykpiorgo 5 12 301811 301811 CD cord-301811-ykpiorgo 5 13 cord_uid cord_uid NNS cord-301811-ykpiorgo 5 14 : : : cord-301811-ykpiorgo 6 1 ykpiorgo ykpiorgo UH cord-301811-ykpiorgo 6 2 Estimating estimate VBG cord-301811-ykpiorgo 6 3 the the DT cord-301811-ykpiorgo 6 4 percentages percentage NNS cord-301811-ykpiorgo 6 5 of of IN cord-301811-ykpiorgo 6 6 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 6 7 and and CC cord-301811-ykpiorgo 6 8 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 6 9 patients patient NNS cord-301811-ykpiorgo 6 10 is be VBZ cord-301811-ykpiorgo 6 11 essential essential JJ cord-301811-ykpiorgo 6 12 for for IN cord-301811-ykpiorgo 6 13 controlling control VBG cord-301811-ykpiorgo 6 14 the the DT cord-301811-ykpiorgo 6 15 outbreak outbreak NN cord-301811-ykpiorgo 6 16 of of IN cord-301811-ykpiorgo 6 17 SARS SARS NNP cord-301811-ykpiorgo 6 18 - - HYPH cord-301811-ykpiorgo 6 19 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 6 20 , , , cord-301811-ykpiorgo 6 21 and and CC cord-301811-ykpiorgo 6 22 for for IN cord-301811-ykpiorgo 6 23 assessing assess VBG cord-301811-ykpiorgo 6 24 any any DT cord-301811-ykpiorgo 6 25 strategy strategy NN cord-301811-ykpiorgo 6 26 for for IN cord-301811-ykpiorgo 6 27 controlling control VBG cord-301811-ykpiorgo 6 28 the the DT cord-301811-ykpiorgo 6 29 disease disease NN cord-301811-ykpiorgo 6 30 . . . cord-301811-ykpiorgo 7 1 In in IN cord-301811-ykpiorgo 7 2 this this DT cord-301811-ykpiorgo 7 3 paper paper NN cord-301811-ykpiorgo 7 4 , , , cord-301811-ykpiorgo 7 5 we -PRON- PRP cord-301811-ykpiorgo 7 6 propose propose VBP cord-301811-ykpiorgo 7 7 a a DT cord-301811-ykpiorgo 7 8 novel novel JJ cord-301811-ykpiorgo 7 9 analysis analysis NN cord-301811-ykpiorgo 7 10 based base VBN cord-301811-ykpiorgo 7 11 on on IN cord-301811-ykpiorgo 7 12 the the DT cord-301811-ykpiorgo 7 13 birth birth NN cord-301811-ykpiorgo 7 14 - - HYPH cord-301811-ykpiorgo 7 15 death death NN cord-301811-ykpiorgo 7 16 process process NN cord-301811-ykpiorgo 7 17 with with IN cord-301811-ykpiorgo 7 18 recursive recursive JJ cord-301811-ykpiorgo 7 19 full full JJ cord-301811-ykpiorgo 7 20 tracing tracing NN cord-301811-ykpiorgo 7 21 . . . cord-301811-ykpiorgo 8 1 We -PRON- PRP cord-301811-ykpiorgo 8 2 estimated estimate VBD cord-301811-ykpiorgo 8 3 the the DT cord-301811-ykpiorgo 8 4 numbers number NNS cord-301811-ykpiorgo 8 5 of of IN cord-301811-ykpiorgo 8 6 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 8 7 symptomatic symptomatic JJ cord-301811-ykpiorgo 8 8 patients patient NNS cord-301811-ykpiorgo 8 9 and and CC cord-301811-ykpiorgo 8 10 the the DT cord-301811-ykpiorgo 8 11 lower lower RBR cord-301811-ykpiorgo 8 12 bound bind VBN cord-301811-ykpiorgo 8 13 of of IN cord-301811-ykpiorgo 8 14 the the DT cord-301811-ykpiorgo 8 15 number number NN cord-301811-ykpiorgo 8 16 of of IN cord-301811-ykpiorgo 8 17 total total JJ cord-301811-ykpiorgo 8 18 infected infected JJ cord-301811-ykpiorgo 8 19 individuals individual NNS cord-301811-ykpiorgo 8 20 per per IN cord-301811-ykpiorgo 8 21 diagnosed diagnose VBN cord-301811-ykpiorgo 8 22 patient patient NN cord-301811-ykpiorgo 8 23 before before IN cord-301811-ykpiorgo 8 24 and and CC cord-301811-ykpiorgo 8 25 after after IN cord-301811-ykpiorgo 8 26 the the DT cord-301811-ykpiorgo 8 27 declaration declaration NN cord-301811-ykpiorgo 8 28 of of IN cord-301811-ykpiorgo 8 29 the the DT cord-301811-ykpiorgo 8 30 state state NN cord-301811-ykpiorgo 8 31 of of IN cord-301811-ykpiorgo 8 32 emergency emergency NN cord-301811-ykpiorgo 8 33 in in IN cord-301811-ykpiorgo 8 34 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 8 35 , , , cord-301811-ykpiorgo 8 36 Japan Japan NNP cord-301811-ykpiorgo 8 37 . . . cord-301811-ykpiorgo 9 1 The the DT cord-301811-ykpiorgo 9 2 median median NN cord-301811-ykpiorgo 9 3 of of IN cord-301811-ykpiorgo 9 4 the the DT cord-301811-ykpiorgo 9 5 estimated estimate VBN cord-301811-ykpiorgo 9 6 number number NN cord-301811-ykpiorgo 9 7 of of IN cord-301811-ykpiorgo 9 8 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 9 9 symptomatic symptomatic JJ cord-301811-ykpiorgo 9 10 patients patient NNS cord-301811-ykpiorgo 9 11 per per IN cord-301811-ykpiorgo 9 12 diagnosed diagnosed JJ cord-301811-ykpiorgo 9 13 patient patient NN cord-301811-ykpiorgo 9 14 decreased decrease VBD cord-301811-ykpiorgo 9 15 from from IN cord-301811-ykpiorgo 9 16 1.7 1.7 CD cord-301811-ykpiorgo 9 17 to to IN cord-301811-ykpiorgo 9 18 0.77 0.77 CD cord-301811-ykpiorgo 9 19 after after IN cord-301811-ykpiorgo 9 20 the the DT cord-301811-ykpiorgo 9 21 declaration declaration NN cord-301811-ykpiorgo 9 22 , , , cord-301811-ykpiorgo 9 23 and and CC cord-301811-ykpiorgo 9 24 the the DT cord-301811-ykpiorgo 9 25 median median NN cord-301811-ykpiorgo 9 26 of of IN cord-301811-ykpiorgo 9 27 the the DT cord-301811-ykpiorgo 9 28 estimated estimate VBN cord-301811-ykpiorgo 9 29 lower lower RBR cord-301811-ykpiorgo 9 30 bound bind VBN cord-301811-ykpiorgo 9 31 of of IN cord-301811-ykpiorgo 9 32 the the DT cord-301811-ykpiorgo 9 33 number number NN cord-301811-ykpiorgo 9 34 of of IN cord-301811-ykpiorgo 9 35 total total JJ cord-301811-ykpiorgo 9 36 infected infected JJ cord-301811-ykpiorgo 9 37 individuals individual NNS cord-301811-ykpiorgo 9 38 per per IN cord-301811-ykpiorgo 9 39 diagnosed diagnose VBN cord-301811-ykpiorgo 9 40 patient patient NN cord-301811-ykpiorgo 9 41 decreased decrease VBD cord-301811-ykpiorgo 9 42 from from IN cord-301811-ykpiorgo 9 43 4.2 4.2 CD cord-301811-ykpiorgo 9 44 to to IN cord-301811-ykpiorgo 9 45 2.4 2.4 CD cord-301811-ykpiorgo 9 46 . . . cord-301811-ykpiorgo 10 1 We -PRON- PRP cord-301811-ykpiorgo 10 2 will will MD cord-301811-ykpiorgo 10 3 discuss discuss VB cord-301811-ykpiorgo 10 4 the the DT cord-301811-ykpiorgo 10 5 limitations limitation NNS cord-301811-ykpiorgo 10 6 and and CC cord-301811-ykpiorgo 10 7 possible possible JJ cord-301811-ykpiorgo 10 8 expansions expansion NNS cord-301811-ykpiorgo 10 9 of of IN cord-301811-ykpiorgo 10 10 the the DT cord-301811-ykpiorgo 10 11 model model NN cord-301811-ykpiorgo 10 12 . . . cord-301811-ykpiorgo 11 1 The the DT cord-301811-ykpiorgo 11 2 novel novel JJ cord-301811-ykpiorgo 11 3 coronavirus coronavirus NN cord-301811-ykpiorgo 11 4 ( ( -LRB- cord-301811-ykpiorgo 11 5 SARS SARS NNP cord-301811-ykpiorgo 11 6 - - HYPH cord-301811-ykpiorgo 11 7 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 11 8 ) ) -RRB- cord-301811-ykpiorgo 11 9 spread spread VBD cord-301811-ykpiorgo 11 10 to to IN cord-301811-ykpiorgo 11 11 the the DT cord-301811-ykpiorgo 11 12 most most RBS cord-301811-ykpiorgo 11 13 populated populated JJ cord-301811-ykpiorgo 11 14 areas area NNS cord-301811-ykpiorgo 11 15 of of IN cord-301811-ykpiorgo 11 16 the the DT cord-301811-ykpiorgo 11 17 world world NN cord-301811-ykpiorgo 11 18 in in IN cord-301811-ykpiorgo 11 19 the the DT cord-301811-ykpiorgo 11 20 first first JJ cord-301811-ykpiorgo 11 21 few few JJ cord-301811-ykpiorgo 11 22 months month NNS cord-301811-ykpiorgo 11 23 of of IN cord-301811-ykpiorgo 11 24 2020 2020 CD cord-301811-ykpiorgo 11 25 . . . cord-301811-ykpiorgo 12 1 In in IN cord-301811-ykpiorgo 12 2 Japan Japan NNP cord-301811-ykpiorgo 12 3 , , , cord-301811-ykpiorgo 12 4 the the DT cord-301811-ykpiorgo 12 5 first first JJ cord-301811-ykpiorgo 12 6 case case NN cord-301811-ykpiorgo 12 7 was be VBD cord-301811-ykpiorgo 12 8 reported report VBN cord-301811-ykpiorgo 12 9 on on IN cord-301811-ykpiorgo 12 10 January January NNP cord-301811-ykpiorgo 12 11 16th 16th NN cord-301811-ykpiorgo 12 12 , , , cord-301811-ykpiorgo 12 13 2020 2020 CD cord-301811-ykpiorgo 12 14 ; ; : cord-301811-ykpiorgo 12 15 on on IN cord-301811-ykpiorgo 12 16 March March NNP cord-301811-ykpiorgo 12 17 31st 31st NN cord-301811-ykpiorgo 12 18 , , , cord-301811-ykpiorgo 12 19 the the DT cord-301811-ykpiorgo 12 20 number number NN cord-301811-ykpiorgo 12 21 of of IN cord-301811-ykpiorgo 12 22 cases case NNS cord-301811-ykpiorgo 12 23 increased increase VBD cord-301811-ykpiorgo 12 24 to to IN cord-301811-ykpiorgo 12 25 2122 2122 CD cord-301811-ykpiorgo 12 26 [ [ -LRB- cord-301811-ykpiorgo 12 27 1 1 CD cord-301811-ykpiorgo 12 28 ] ] -RRB- cord-301811-ykpiorgo 12 29 . . . cord-301811-ykpiorgo 13 1 In in IN cord-301811-ykpiorgo 13 2 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 13 3 , , , cord-301811-ykpiorgo 13 4 the the DT cord-301811-ykpiorgo 13 5 largest large JJS cord-301811-ykpiorgo 13 6 prefecture prefecture NN cord-301811-ykpiorgo 13 7 of of IN cord-301811-ykpiorgo 13 8 Japan Japan NNP cord-301811-ykpiorgo 13 9 , , , cord-301811-ykpiorgo 13 10 the the DT cord-301811-ykpiorgo 13 11 first first JJ cord-301811-ykpiorgo 13 12 case case NN cord-301811-ykpiorgo 13 13 was be VBD cord-301811-ykpiorgo 13 14 reported report VBN cord-301811-ykpiorgo 13 15 on on IN cord-301811-ykpiorgo 13 16 January January NNP cord-301811-ykpiorgo 13 17 28th 28th NN cord-301811-ykpiorgo 13 18 , , , cord-301811-ykpiorgo 13 19 2020 2020 CD cord-301811-ykpiorgo 13 20 ( ( -LRB- cord-301811-ykpiorgo 13 21 Fig Fig NNP cord-301811-ykpiorgo 13 22 1 1 CD cord-301811-ykpiorgo 13 23 ) ) -RRB- cord-301811-ykpiorgo 13 24 . . . cord-301811-ykpiorgo 14 1 The the DT cord-301811-ykpiorgo 14 2 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 14 3 government government NN cord-301811-ykpiorgo 14 4 declared declare VBD cord-301811-ykpiorgo 14 5 a a DT cord-301811-ykpiorgo 14 6 state state NN cord-301811-ykpiorgo 14 7 of of IN cord-301811-ykpiorgo 14 8 emergency emergency NN cord-301811-ykpiorgo 14 9 on on IN cord-301811-ykpiorgo 14 10 February February NNP cord-301811-ykpiorgo 14 11 28th 28th NN cord-301811-ykpiorgo 14 12 and and CC cord-301811-ykpiorgo 14 13 lifted lift VBD cord-301811-ykpiorgo 14 14 it -PRON- PRP cord-301811-ykpiorgo 14 15 on on IN cord-301811-ykpiorgo 14 16 March March NNP cord-301811-ykpiorgo 14 17 19th 19th NN cord-301811-ykpiorgo 14 18 . . . cord-301811-ykpiorgo 15 1 The the DT cord-301811-ykpiorgo 15 2 state state NN cord-301811-ykpiorgo 15 3 of of IN cord-301811-ykpiorgo 15 4 emergency emergency NN cord-301811-ykpiorgo 15 5 was be VBD cord-301811-ykpiorgo 15 6 not not RB cord-301811-ykpiorgo 15 7 legally legally RB cord-301811-ykpiorgo 15 8 binding binding JJ cord-301811-ykpiorgo 15 9 , , , cord-301811-ykpiorgo 15 10 and and CC cord-301811-ykpiorgo 15 11 the the DT cord-301811-ykpiorgo 15 12 government government NN cord-301811-ykpiorgo 15 13 asked ask VBD cord-301811-ykpiorgo 15 14 the the DT cord-301811-ykpiorgo 15 15 residents resident NNS cord-301811-ykpiorgo 15 16 to to TO cord-301811-ykpiorgo 15 17 stay stay VB cord-301811-ykpiorgo 15 18 home home RB cord-301811-ykpiorgo 15 19 on on IN cord-301811-ykpiorgo 15 20 the the DT cord-301811-ykpiorgo 15 21 weekends weekend NNS cord-301811-ykpiorgo 15 22 . . . cord-301811-ykpiorgo 16 1 Until until IN cord-301811-ykpiorgo 16 2 the the DT cord-301811-ykpiorgo 16 3 state state NN cord-301811-ykpiorgo 16 4 of of IN cord-301811-ykpiorgo 16 5 emergency emergency NN cord-301811-ykpiorgo 16 6 was be VBD cord-301811-ykpiorgo 16 7 lifted lift VBN cord-301811-ykpiorgo 16 8 , , , cord-301811-ykpiorgo 16 9 a a DT cord-301811-ykpiorgo 16 10 total total NN cord-301811-ykpiorgo 16 11 of of IN cord-301811-ykpiorgo 16 12 157 157 CD cord-301811-ykpiorgo 16 13 cases case NNS cord-301811-ykpiorgo 16 14 were be VBD cord-301811-ykpiorgo 16 15 reported report VBN cord-301811-ykpiorgo 16 16 . . . cord-301811-ykpiorgo 17 1 Out out IN cord-301811-ykpiorgo 17 2 of of IN cord-301811-ykpiorgo 17 3 157 157 CD cord-301811-ykpiorgo 17 4 , , , cord-301811-ykpiorgo 17 5 two two CD cord-301811-ykpiorgo 17 6 died die VBD cord-301811-ykpiorgo 17 7 , , , cord-301811-ykpiorgo 17 8 and and CC cord-301811-ykpiorgo 17 9 eight eight CD cord-301811-ykpiorgo 17 10 have have VBP cord-301811-ykpiorgo 17 11 recently recently RB cord-301811-ykpiorgo 17 12 traveled travel VBN cord-301811-ykpiorgo 17 13 abroad abroad RB cord-301811-ykpiorgo 17 14 . . . cord-301811-ykpiorgo 18 1 Although although IN cord-301811-ykpiorgo 18 2 the the DT cord-301811-ykpiorgo 18 3 number number NN cord-301811-ykpiorgo 18 4 of of IN cord-301811-ykpiorgo 18 5 diagnosed diagnose VBN cord-301811-ykpiorgo 18 6 cases case NNS cord-301811-ykpiorgo 18 7 is be VBZ cord-301811-ykpiorgo 18 8 declining decline VBG cord-301811-ykpiorgo 18 9 towards towards IN cord-301811-ykpiorgo 18 10 the the DT cord-301811-ykpiorgo 18 11 end end NN cord-301811-ykpiorgo 18 12 of of IN cord-301811-ykpiorgo 18 13 March March NNP cord-301811-ykpiorgo 18 14 , , , cord-301811-ykpiorgo 18 15 the the DT cord-301811-ykpiorgo 18 16 situation situation NN cord-301811-ykpiorgo 18 17 remains remain VBZ cord-301811-ykpiorgo 18 18 uncertain uncertain JJ cord-301811-ykpiorgo 18 19 . . . cord-301811-ykpiorgo 19 1 To to TO cord-301811-ykpiorgo 19 2 effectively effectively RB cord-301811-ykpiorgo 19 3 control control VB cord-301811-ykpiorgo 19 4 the the DT cord-301811-ykpiorgo 19 5 spread spread NN cord-301811-ykpiorgo 19 6 of of IN cord-301811-ykpiorgo 19 7 the the DT cord-301811-ykpiorgo 19 8 infection infection NN cord-301811-ykpiorgo 19 9 , , , cord-301811-ykpiorgo 19 10 we -PRON- PRP cord-301811-ykpiorgo 19 11 need need VBP cord-301811-ykpiorgo 19 12 to to TO cord-301811-ykpiorgo 19 13 know know VB cord-301811-ykpiorgo 19 14 several several JJ cord-301811-ykpiorgo 19 15 parameter parameter NN cord-301811-ykpiorgo 19 16 values value NNS cord-301811-ykpiorgo 19 17 characterizing characterize VBG cord-301811-ykpiorgo 19 18 the the DT cord-301811-ykpiorgo 19 19 infection infection NN cord-301811-ykpiorgo 19 20 , , , cord-301811-ykpiorgo 19 21 such such JJ cord-301811-ykpiorgo 19 22 as as IN cord-301811-ykpiorgo 19 23 the the DT cord-301811-ykpiorgo 19 24 basic basic JJ cord-301811-ykpiorgo 19 25 reproduction reproduction NN cord-301811-ykpiorgo 19 26 number number NN cord-301811-ykpiorgo 19 27 , , , cord-301811-ykpiorgo 19 28 R R NNP cord-301811-ykpiorgo 19 29 0 0 CD cord-301811-ykpiorgo 19 30 , , , cord-301811-ykpiorgo 19 31 the the DT cord-301811-ykpiorgo 19 32 percentage percentage NN cord-301811-ykpiorgo 19 33 of of IN cord-301811-ykpiorgo 19 34 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 19 35 patients patient NNS cord-301811-ykpiorgo 19 36 , , , cord-301811-ykpiorgo 19 37 and and CC cord-301811-ykpiorgo 19 38 the the DT cord-301811-ykpiorgo 19 39 fatality fatality NN cord-301811-ykpiorgo 19 40 rate rate NN cord-301811-ykpiorgo 19 41 . . . cord-301811-ykpiorgo 20 1 One one CD cord-301811-ykpiorgo 20 2 of of IN cord-301811-ykpiorgo 20 3 the the DT cord-301811-ykpiorgo 20 4 factors factor NNS cord-301811-ykpiorgo 20 5 that that WDT cord-301811-ykpiorgo 20 6 complicate complicate VBP cord-301811-ykpiorgo 20 7 the the DT cord-301811-ykpiorgo 20 8 decision decision NN cord-301811-ykpiorgo 20 9 making make VBG cord-301811-ykpiorgo 20 10 in in IN cord-301811-ykpiorgo 20 11 disease disease NN cord-301811-ykpiorgo 20 12 control control NN cord-301811-ykpiorgo 20 13 is be VBZ cord-301811-ykpiorgo 20 14 the the DT cord-301811-ykpiorgo 20 15 uncertainty uncertainty NN cord-301811-ykpiorgo 20 16 in in IN cord-301811-ykpiorgo 20 17 the the DT cord-301811-ykpiorgo 20 18 percentage percentage NN cord-301811-ykpiorgo 20 19 of of IN cord-301811-ykpiorgo 20 20 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 20 21 patients patient NNS cord-301811-ykpiorgo 20 22 . . . cord-301811-ykpiorgo 21 1 Several several JJ cord-301811-ykpiorgo 21 2 lines line NNS cord-301811-ykpiorgo 21 3 of of IN cord-301811-ykpiorgo 21 4 evidence evidence NN cord-301811-ykpiorgo 21 5 indicate indicate VBP cord-301811-ykpiorgo 21 6 that that IN cord-301811-ykpiorgo 21 7 the the DT cord-301811-ykpiorgo 21 8 virus virus NN cord-301811-ykpiorgo 21 9 can can MD cord-301811-ykpiorgo 21 10 be be VB cord-301811-ykpiorgo 21 11 transmitted transmit VBN cord-301811-ykpiorgo 21 12 by by IN cord-301811-ykpiorgo 21 13 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 21 14 patients patient NNS cord-301811-ykpiorgo 21 15 [ [ -LRB- cord-301811-ykpiorgo 21 16 2 2 CD cord-301811-ykpiorgo 21 17 , , , cord-301811-ykpiorgo 21 18 3 3 CD cord-301811-ykpiorgo 21 19 ] ] -RRB- cord-301811-ykpiorgo 21 20 , , , cord-301811-ykpiorgo 21 21 who who WP cord-301811-ykpiorgo 21 22 may may MD cord-301811-ykpiorgo 21 23 have have VB cord-301811-ykpiorgo 21 24 facilitated facilitate VBN cord-301811-ykpiorgo 21 25 the the DT cord-301811-ykpiorgo 21 26 spread spread NN cord-301811-ykpiorgo 21 27 of of IN cord-301811-ykpiorgo 21 28 SARS SARS NNP cord-301811-ykpiorgo 21 29 - - HYPH cord-301811-ykpiorgo 21 30 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 21 31 . . . cord-301811-ykpiorgo 22 1 To to TO cord-301811-ykpiorgo 22 2 make make VB cord-301811-ykpiorgo 22 3 the the DT cord-301811-ykpiorgo 22 4 disease disease NN cord-301811-ykpiorgo 22 5 control control NN cord-301811-ykpiorgo 22 6 strategy strategy NN cord-301811-ykpiorgo 22 7 successful successful JJ cord-301811-ykpiorgo 22 8 and and CC cord-301811-ykpiorgo 22 9 less less RBR cord-301811-ykpiorgo 22 10 harmful harmful JJ cord-301811-ykpiorgo 22 11 to to IN cord-301811-ykpiorgo 22 12 the the DT cord-301811-ykpiorgo 22 13 society society NN cord-301811-ykpiorgo 22 14 , , , cord-301811-ykpiorgo 22 15 the the DT cord-301811-ykpiorgo 22 16 transmissibility transmissibility NN cord-301811-ykpiorgo 22 17 of of IN cord-301811-ykpiorgo 22 18 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 22 19 patients patient NNS cord-301811-ykpiorgo 22 20 and and CC cord-301811-ykpiorgo 22 21 the the DT cord-301811-ykpiorgo 22 22 percentage percentage NN cord-301811-ykpiorgo 22 23 of of IN cord-301811-ykpiorgo 22 24 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 22 25 patients patient NNS cord-301811-ykpiorgo 22 26 should should MD cord-301811-ykpiorgo 22 27 be be VB cord-301811-ykpiorgo 22 28 measured measure VBN cord-301811-ykpiorgo 22 29 . . . cord-301811-ykpiorgo 23 1 Another another DT cord-301811-ykpiorgo 23 2 complicating complicate VBG cord-301811-ykpiorgo 23 3 factor factor NN cord-301811-ykpiorgo 23 4 is be VBZ cord-301811-ykpiorgo 23 5 the the DT cord-301811-ykpiorgo 23 6 uncertainty uncertainty NN cord-301811-ykpiorgo 23 7 in in IN cord-301811-ykpiorgo 23 8 the the DT cord-301811-ykpiorgo 23 9 percentages percentage NNS cord-301811-ykpiorgo 23 10 of of IN cord-301811-ykpiorgo 23 11 diagnosed diagnose VBN cord-301811-ykpiorgo 23 12 and and CC cord-301811-ykpiorgo 23 13 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 23 14 patients patient NNS cord-301811-ykpiorgo 23 15 . . . cord-301811-ykpiorgo 24 1 Most Most JJS cord-301811-ykpiorgo 24 2 individuals individual NNS cord-301811-ykpiorgo 24 3 infected infect VBN cord-301811-ykpiorgo 24 4 with with IN cord-301811-ykpiorgo 24 5 SARS SARS NNP cord-301811-ykpiorgo 24 6 - - HYPH cord-301811-ykpiorgo 24 7 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 24 8 suffer suffer VBP cord-301811-ykpiorgo 24 9 from from IN cord-301811-ykpiorgo 24 10 mild mild JJ cord-301811-ykpiorgo 24 11 cold cold JJ cord-301811-ykpiorgo 24 12 - - HYPH cord-301811-ykpiorgo 24 13 like like JJ cord-301811-ykpiorgo 24 14 symptoms symptom NNS cord-301811-ykpiorgo 24 15 and and CC cord-301811-ykpiorgo 24 16 recover recover VB cord-301811-ykpiorgo 24 17 without without IN cord-301811-ykpiorgo 24 18 any any DT cord-301811-ykpiorgo 24 19 medical medical JJ cord-301811-ykpiorgo 24 20 intervention intervention NN cord-301811-ykpiorgo 24 21 . . . cord-301811-ykpiorgo 25 1 They -PRON- PRP cord-301811-ykpiorgo 25 2 remain remain VBP cord-301811-ykpiorgo 25 3 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 25 4 , , , cord-301811-ykpiorgo 25 5 disturbing disturb VBG cord-301811-ykpiorgo 25 6 how how WRB cord-301811-ykpiorgo 25 7 we -PRON- PRP cord-301811-ykpiorgo 25 8 monitor monitor VBP cord-301811-ykpiorgo 25 9 the the DT cord-301811-ykpiorgo 25 10 number number NN cord-301811-ykpiorgo 25 11 of of IN cord-301811-ykpiorgo 25 12 total total JJ cord-301811-ykpiorgo 25 13 infected infected JJ cord-301811-ykpiorgo 25 14 individuals individual NNS cord-301811-ykpiorgo 25 15 . . . cord-301811-ykpiorgo 26 1 Thus thus RB cord-301811-ykpiorgo 26 2 , , , cord-301811-ykpiorgo 26 3 estimating estimate VBG cord-301811-ykpiorgo 26 4 the the DT cord-301811-ykpiorgo 26 5 percentages percentage NNS cord-301811-ykpiorgo 26 6 of of IN cord-301811-ykpiorgo 26 7 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 26 8 and and CC cord-301811-ykpiorgo 26 9 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 26 10 patients patient NNS cord-301811-ykpiorgo 26 11 is be VBZ cord-301811-ykpiorgo 26 12 a a DT cord-301811-ykpiorgo 26 13 challenging challenging JJ cord-301811-ykpiorgo 26 14 problem problem NN cord-301811-ykpiorgo 26 15 to to TO cord-301811-ykpiorgo 26 16 be be VB cord-301811-ykpiorgo 26 17 answered answer VBN cord-301811-ykpiorgo 26 18 in in IN cord-301811-ykpiorgo 26 19 epidemiology epidemiology NN cord-301811-ykpiorgo 26 20 . . . cord-301811-ykpiorgo 27 1 It -PRON- PRP cord-301811-ykpiorgo 27 2 would would MD cord-301811-ykpiorgo 27 3 be be VB cord-301811-ykpiorgo 27 4 useful useful JJ cord-301811-ykpiorgo 27 5 if if IN cord-301811-ykpiorgo 27 6 these these DT cord-301811-ykpiorgo 27 7 values value NNS cord-301811-ykpiorgo 27 8 could could MD cord-301811-ykpiorgo 27 9 be be VB cord-301811-ykpiorgo 27 10 estimated estimate VBN cord-301811-ykpiorgo 27 11 by by IN cord-301811-ykpiorgo 27 12 the the DT cord-301811-ykpiorgo 27 13 information information NN cord-301811-ykpiorgo 27 14 available available JJ cord-301811-ykpiorgo 27 15 in in IN cord-301811-ykpiorgo 27 16 the the DT cord-301811-ykpiorgo 27 17 early early JJ cord-301811-ykpiorgo 27 18 phase phase NN cord-301811-ykpiorgo 27 19 of of IN cord-301811-ykpiorgo 27 20 the the DT cord-301811-ykpiorgo 27 21 outbreak outbreak NN cord-301811-ykpiorgo 27 22 . . . cord-301811-ykpiorgo 28 1 Contact contact NN cord-301811-ykpiorgo 28 2 tracing tracing NN cord-301811-ykpiorgo 28 3 is be VBZ cord-301811-ykpiorgo 28 4 considered consider VBN cord-301811-ykpiorgo 28 5 to to TO cord-301811-ykpiorgo 28 6 be be VB cord-301811-ykpiorgo 28 7 one one CD cord-301811-ykpiorgo 28 8 of of IN cord-301811-ykpiorgo 28 9 the the DT cord-301811-ykpiorgo 28 10 effective effective JJ cord-301811-ykpiorgo 28 11 measures measure NNS cord-301811-ykpiorgo 28 12 , , , cord-301811-ykpiorgo 28 13 and and CC cord-301811-ykpiorgo 28 14 health health NN cord-301811-ykpiorgo 28 15 officials official NNS cord-301811-ykpiorgo 28 16 have have VBP cord-301811-ykpiorgo 28 17 conducted conduct VBN cord-301811-ykpiorgo 28 18 contact contact NN cord-301811-ykpiorgo 28 19 tracing tracing NN cord-301811-ykpiorgo 28 20 of of IN cord-301811-ykpiorgo 28 21 infected infected JJ cord-301811-ykpiorgo 28 22 patients patient NNS cord-301811-ykpiorgo 28 23 to to TO cord-301811-ykpiorgo 28 24 prevent prevent VB cord-301811-ykpiorgo 28 25 the the DT cord-301811-ykpiorgo 28 26 spread spread NN cord-301811-ykpiorgo 28 27 of of IN cord-301811-ykpiorgo 28 28 the the DT cord-301811-ykpiorgo 28 29 virus virus NN cord-301811-ykpiorgo 28 30 infection infection NN cord-301811-ykpiorgo 28 31 for for IN cord-301811-ykpiorgo 28 32 outbreaks outbreak NNS cord-301811-ykpiorgo 28 33 of of IN cord-301811-ykpiorgo 28 34 new new JJ cord-301811-ykpiorgo 28 35 or or CC cord-301811-ykpiorgo 28 36 reemerging reemerge VBG cord-301811-ykpiorgo 28 37 infections infection NNS cord-301811-ykpiorgo 28 38 [ [ -LRB- cord-301811-ykpiorgo 28 39 4 4 CD cord-301811-ykpiorgo 28 40 ] ] -RRB- cord-301811-ykpiorgo 28 41 [ [ -LRB- cord-301811-ykpiorgo 28 42 5 5 CD cord-301811-ykpiorgo 28 43 ] ] -RRB- cord-301811-ykpiorgo 28 44 [ [ -LRB- cord-301811-ykpiorgo 28 45 6 6 CD cord-301811-ykpiorgo 28 46 ] ] -RRB- cord-301811-ykpiorgo 28 47 [ [ -LRB- cord-301811-ykpiorgo 28 48 7 7 CD cord-301811-ykpiorgo 28 49 ] ] -RRB- cord-301811-ykpiorgo 28 50 [ [ -LRB- cord-301811-ykpiorgo 28 51 8 8 CD cord-301811-ykpiorgo 28 52 ] ] -RRB- cord-301811-ykpiorgo 28 53 [ [ -LRB- cord-301811-ykpiorgo 28 54 9 9 CD cord-301811-ykpiorgo 28 55 ] ] -RRB- cord-301811-ykpiorgo 28 56 . . . cord-301811-ykpiorgo 29 1 If if IN cord-301811-ykpiorgo 29 2 an an DT cord-301811-ykpiorgo 29 3 infected infected JJ cord-301811-ykpiorgo 29 4 patient patient NN cord-301811-ykpiorgo 29 5 is be VBZ cord-301811-ykpiorgo 29 6 found find VBN cord-301811-ykpiorgo 29 7 , , , cord-301811-ykpiorgo 29 8 health health NN cord-301811-ykpiorgo 29 9 officials official NNS cord-301811-ykpiorgo 29 10 try try VBP cord-301811-ykpiorgo 29 11 to to TO cord-301811-ykpiorgo 29 12 find find VB cord-301811-ykpiorgo 29 13 other other JJ cord-301811-ykpiorgo 29 14 infected infected JJ cord-301811-ykpiorgo 29 15 people people NNS cord-301811-ykpiorgo 29 16 among among IN cord-301811-ykpiorgo 29 17 those those DT cord-301811-ykpiorgo 29 18 who who WP cord-301811-ykpiorgo 29 19 have have VBP cord-301811-ykpiorgo 29 20 come come VBN cord-301811-ykpiorgo 29 21 into into IN cord-301811-ykpiorgo 29 22 contact contact NN cord-301811-ykpiorgo 29 23 with with IN cord-301811-ykpiorgo 29 24 the the DT cord-301811-ykpiorgo 29 25 infected infected JJ cord-301811-ykpiorgo 29 26 patient patient NN cord-301811-ykpiorgo 29 27 . . . cord-301811-ykpiorgo 30 1 If if IN cord-301811-ykpiorgo 30 2 any any DT cord-301811-ykpiorgo 30 3 other other JJ cord-301811-ykpiorgo 30 4 infected infected JJ cord-301811-ykpiorgo 30 5 patients patient NNS cord-301811-ykpiorgo 30 6 are be VBP cord-301811-ykpiorgo 30 7 found find VBN cord-301811-ykpiorgo 30 8 , , , cord-301811-ykpiorgo 30 9 officials official NNS cord-301811-ykpiorgo 30 10 will will MD cord-301811-ykpiorgo 30 11 repeat repeat VB cord-301811-ykpiorgo 30 12 tracing trace VBG cord-301811-ykpiorgo 30 13 from from IN cord-301811-ykpiorgo 30 14 the the DT cord-301811-ykpiorgo 30 15 newly newly RB cord-301811-ykpiorgo 30 16 found find VBN cord-301811-ykpiorgo 30 17 patients patient NNS cord-301811-ykpiorgo 30 18 ; ; : cord-301811-ykpiorgo 30 19 and and CC cord-301811-ykpiorgo 30 20 if if IN cord-301811-ykpiorgo 30 21 not not RB cord-301811-ykpiorgo 30 22 , , , cord-301811-ykpiorgo 30 23 tracing trace VBG cord-301811-ykpiorgo 30 24 is be VBZ cord-301811-ykpiorgo 30 25 stopped stop VBN cord-301811-ykpiorgo 30 26 . . . cord-301811-ykpiorgo 31 1 Thus thus RB cord-301811-ykpiorgo 31 2 , , , cord-301811-ykpiorgo 31 3 a a DT cord-301811-ykpiorgo 31 4 " " `` cord-301811-ykpiorgo 31 5 cluster cluster NN cord-301811-ykpiorgo 31 6 " " '' cord-301811-ykpiorgo 31 7 of of IN cord-301811-ykpiorgo 31 8 infected infected JJ cord-301811-ykpiorgo 31 9 patients patient NNS cord-301811-ykpiorgo 31 10 connected connect VBN cord-301811-ykpiorgo 31 11 by by IN cord-301811-ykpiorgo 31 12 the the DT cord-301811-ykpiorgo 31 13 route route NN cord-301811-ykpiorgo 31 14 of of IN cord-301811-ykpiorgo 31 15 infection infection NN cord-301811-ykpiorgo 31 16 is be VBZ cord-301811-ykpiorgo 31 17 constructed construct VBN cord-301811-ykpiorgo 31 18 through through IN cord-301811-ykpiorgo 31 19 the the DT cord-301811-ykpiorgo 31 20 process process NN cord-301811-ykpiorgo 31 21 of of IN cord-301811-ykpiorgo 31 22 contact contact NN cord-301811-ykpiorgo 31 23 tracing tracing NN cord-301811-ykpiorgo 31 24 . . . cord-301811-ykpiorgo 32 1 Simultaneously simultaneously RB cord-301811-ykpiorgo 32 2 , , , cord-301811-ykpiorgo 32 3 the the DT cord-301811-ykpiorgo 32 4 dates date NNS cord-301811-ykpiorgo 32 5 of of IN cord-301811-ykpiorgo 32 6 onset onset NN cord-301811-ykpiorgo 32 7 and and CC cord-301811-ykpiorgo 32 8 diagnosis diagnosis NN cord-301811-ykpiorgo 32 9 are be VBP cord-301811-ykpiorgo 32 10 obtained obtain VBN cord-301811-ykpiorgo 32 11 for for IN cord-301811-ykpiorgo 32 12 each each DT cord-301811-ykpiorgo 32 13 diagnosed diagnose VBN cord-301811-ykpiorgo 32 14 patient patient NN cord-301811-ykpiorgo 32 15 . . . cord-301811-ykpiorgo 33 1 As as IN cord-301811-ykpiorgo 33 2 a a DT cord-301811-ykpiorgo 33 3 result result NN cord-301811-ykpiorgo 33 4 , , , cord-301811-ykpiorgo 33 5 contact contact NN cord-301811-ykpiorgo 33 6 tracing tracing NN cord-301811-ykpiorgo 33 7 can can MD cord-301811-ykpiorgo 33 8 provide provide VB cord-301811-ykpiorgo 33 9 detailed detailed JJ cord-301811-ykpiorgo 33 10 qualitative qualitative JJ cord-301811-ykpiorgo 33 11 and and CC cord-301811-ykpiorgo 33 12 quantitative quantitative JJ cord-301811-ykpiorgo 33 13 information information NN cord-301811-ykpiorgo 33 14 about about IN cord-301811-ykpiorgo 33 15 diagnosed diagnose VBN cord-301811-ykpiorgo 33 16 patients patient NNS cord-301811-ykpiorgo 33 17 from from IN cord-301811-ykpiorgo 33 18 the the DT cord-301811-ykpiorgo 33 19 infectious infectious JJ cord-301811-ykpiorgo 33 20 disease disease NN cord-301811-ykpiorgo 33 21 transmission transmission NN cord-301811-ykpiorgo 33 22 network network NN cord-301811-ykpiorgo 33 23 of of IN cord-301811-ykpiorgo 33 24 diagnosed diagnosed JJ cord-301811-ykpiorgo 33 25 and and CC cord-301811-ykpiorgo 33 26 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 33 27 patients patient NNS cord-301811-ykpiorgo 33 28 . . . cord-301811-ykpiorgo 34 1 Analyzing analyze VBG cord-301811-ykpiorgo 34 2 this this DT cord-301811-ykpiorgo 34 3 network network NN cord-301811-ykpiorgo 34 4 with with IN cord-301811-ykpiorgo 34 5 an an DT cord-301811-ykpiorgo 34 6 appropriate appropriate JJ cord-301811-ykpiorgo 34 7 model model NN cord-301811-ykpiorgo 34 8 may may MD cord-301811-ykpiorgo 34 9 enable enable VB cord-301811-ykpiorgo 34 10 us -PRON- PRP cord-301811-ykpiorgo 34 11 to to TO cord-301811-ykpiorgo 34 12 estimate estimate VB cord-301811-ykpiorgo 34 13 the the DT cord-301811-ykpiorgo 34 14 parameter parameter NN cord-301811-ykpiorgo 34 15 values value NNS cord-301811-ykpiorgo 34 16 of of IN cord-301811-ykpiorgo 34 17 the the DT cord-301811-ykpiorgo 34 18 infection infection NN cord-301811-ykpiorgo 34 19 . . . cord-301811-ykpiorgo 35 1 One one CD cord-301811-ykpiorgo 35 2 promising promising JJ cord-301811-ykpiorgo 35 3 model model NN cord-301811-ykpiorgo 35 4 for for IN cord-301811-ykpiorgo 35 5 contact contact NN cord-301811-ykpiorgo 35 6 tracing tracing NN cord-301811-ykpiorgo 35 7 is be VBZ cord-301811-ykpiorgo 35 8 a a DT cord-301811-ykpiorgo 35 9 stochastic stochastic JJ cord-301811-ykpiorgo 35 10 model model NN cord-301811-ykpiorgo 35 11 based base VBN cord-301811-ykpiorgo 35 12 on on IN cord-301811-ykpiorgo 35 13 the the DT cord-301811-ykpiorgo 35 14 birth birth NN cord-301811-ykpiorgo 35 15 - - HYPH cord-301811-ykpiorgo 35 16 death death NN cord-301811-ykpiorgo 35 17 process process NN cord-301811-ykpiorgo 35 18 , , , cord-301811-ykpiorgo 35 19 which which WDT cord-301811-ykpiorgo 35 20 is be VBZ cord-301811-ykpiorgo 35 21 a a DT cord-301811-ykpiorgo 35 22 formulation formulation NN cord-301811-ykpiorgo 35 23 of of IN cord-301811-ykpiorgo 35 24 branching branch VBG cord-301811-ykpiorgo 35 25 processes process NNS cord-301811-ykpiorgo 35 26 [ [ -LRB- cord-301811-ykpiorgo 35 27 10 10 CD cord-301811-ykpiorgo 35 28 ] ] -RRB- cord-301811-ykpiorgo 35 29 [ [ -LRB- cord-301811-ykpiorgo 35 30 11 11 CD cord-301811-ykpiorgo 35 31 ] ] -RRB- cord-301811-ykpiorgo 35 32 [ [ -LRB- cord-301811-ykpiorgo 35 33 12 12 CD cord-301811-ykpiorgo 35 34 ] ] -RRB- cord-301811-ykpiorgo 35 35 [ [ -LRB- cord-301811-ykpiorgo 35 36 13 13 CD cord-301811-ykpiorgo 35 37 ] ] -RRB- cord-301811-ykpiorgo 35 38 [ [ -LRB- cord-301811-ykpiorgo 35 39 14 14 CD cord-301811-ykpiorgo 35 40 ] ] -RRB- cord-301811-ykpiorgo 35 41 [ [ -LRB- cord-301811-ykpiorgo 35 42 15 15 CD cord-301811-ykpiorgo 35 43 ] ] -RRB- cord-301811-ykpiorgo 35 44 [ [ -LRB- cord-301811-ykpiorgo 35 45 16 16 CD cord-301811-ykpiorgo 35 46 ] ] -RRB- cord-301811-ykpiorgo 35 47 [ [ -LRB- cord-301811-ykpiorgo 35 48 17 17 CD cord-301811-ykpiorgo 35 49 ] ] -RRB- cord-301811-ykpiorgo 35 50 , , , cord-301811-ykpiorgo 35 51 because because IN cord-301811-ykpiorgo 35 52 the the DT cord-301811-ykpiorgo 35 53 number number NN cord-301811-ykpiorgo 35 54 of of IN cord-301811-ykpiorgo 35 55 cases case NNS cord-301811-ykpiorgo 35 56 in in IN cord-301811-ykpiorgo 35 57 the the DT cord-301811-ykpiorgo 35 58 early early JJ cord-301811-ykpiorgo 35 59 phase phase NN cord-301811-ykpiorgo 35 60 stochastically stochastically RB cord-301811-ykpiorgo 35 61 fluctuates fluctuate VBZ cord-301811-ykpiorgo 35 62 and and CC cord-301811-ykpiorgo 35 63 the the DT cord-301811-ykpiorgo 35 64 widely widely RB cord-301811-ykpiorgo 35 65 used use VBN cord-301811-ykpiorgo 35 66 deterministic deterministic JJ cord-301811-ykpiorgo 35 67 SIR SIR NNP cord-301811-ykpiorgo 35 68 models model NNS cord-301811-ykpiorgo 35 69 are be VBP cord-301811-ykpiorgo 35 70 inapplicable inapplicable JJ cord-301811-ykpiorgo 35 71 . . . cord-301811-ykpiorgo 36 1 In in IN cord-301811-ykpiorgo 36 2 birth birth NN cord-301811-ykpiorgo 36 3 - - HYPH cord-301811-ykpiorgo 36 4 death death NN cord-301811-ykpiorgo 36 5 processes process NNS cord-301811-ykpiorgo 36 6 , , , cord-301811-ykpiorgo 36 7 a a DT cord-301811-ykpiorgo 36 8 sequence sequence NN cord-301811-ykpiorgo 36 9 of of IN cord-301811-ykpiorgo 36 10 infectious infectious JJ cord-301811-ykpiorgo 36 11 events event NNS cord-301811-ykpiorgo 36 12 generates generate VBZ cord-301811-ykpiorgo 36 13 a a DT cord-301811-ykpiorgo 36 14 tree tree NN cord-301811-ykpiorgo 36 15 whose whose WP$ cord-301811-ykpiorgo 36 16 nodes node NNS cord-301811-ykpiorgo 36 17 are be VBP cord-301811-ykpiorgo 36 18 infected infect VBN cord-301811-ykpiorgo 36 19 patients patient NNS cord-301811-ykpiorgo 36 20 and and CC cord-301811-ykpiorgo 36 21 edges edge NNS cord-301811-ykpiorgo 36 22 are be VBP cord-301811-ykpiorgo 36 23 infection infection NN cord-301811-ykpiorgo 36 24 routes route NNS cord-301811-ykpiorgo 36 25 ( ( -LRB- cord-301811-ykpiorgo 36 26 Fig Fig NNP cord-301811-ykpiorgo 36 27 2 2 CD cord-301811-ykpiorgo 36 28 ) ) -RRB- cord-301811-ykpiorgo 36 29 . . . cord-301811-ykpiorgo 37 1 When when WRB cord-301811-ykpiorgo 37 2 a a DT cord-301811-ykpiorgo 37 3 patient patient NN cord-301811-ykpiorgo 37 4 recovers recover VBZ cord-301811-ykpiorgo 37 5 ( ( -LRB- cord-301811-ykpiorgo 37 6 Fig Fig NNP cord-301811-ykpiorgo 37 7 _SP cord-301811-ykpiorgo 37 8 2 2 CD cord-301811-ykpiorgo 37 9 , , , cord-301811-ykpiorgo 37 10 dotted dotted JJ cord-301811-ykpiorgo 37 11 circle circle NN cord-301811-ykpiorgo 37 12 ) ) -RRB- cord-301811-ykpiorgo 37 13 , , , cord-301811-ykpiorgo 37 14 the the DT cord-301811-ykpiorgo 37 15 corresponding corresponding JJ cord-301811-ykpiorgo 37 16 node node NN cord-301811-ykpiorgo 37 17 and and CC cord-301811-ykpiorgo 37 18 its -PRON- PRP$ cord-301811-ykpiorgo 37 19 edges edge NNS cord-301811-ykpiorgo 37 20 are be VBP cord-301811-ykpiorgo 37 21 removed remove VBN cord-301811-ykpiorgo 37 22 from from IN cord-301811-ykpiorgo 37 23 the the DT cord-301811-ykpiorgo 37 24 tree tree NN cord-301811-ykpiorgo 37 25 , , , cord-301811-ykpiorgo 37 26 which which WDT cord-301811-ykpiorgo 37 27 is be VBZ cord-301811-ykpiorgo 37 28 split split VBN cord-301811-ykpiorgo 37 29 into into IN cord-301811-ykpiorgo 37 30 two two CD cord-301811-ykpiorgo 37 31 . . . cord-301811-ykpiorgo 38 1 The the DT cord-301811-ykpiorgo 38 2 infectious infectious JJ cord-301811-ykpiorgo 38 3 disease disease NN cord-301811-ykpiorgo 38 4 transmission transmission NN cord-301811-ykpiorgo 38 5 network network NN cord-301811-ykpiorgo 38 6 is be VBZ cord-301811-ykpiorgo 38 7 composed compose VBN cord-301811-ykpiorgo 38 8 of of IN cord-301811-ykpiorgo 38 9 trees tree NNS cord-301811-ykpiorgo 38 10 . . . cord-301811-ykpiorgo 39 1 A a DT cord-301811-ykpiorgo 39 2 connected connected JJ cord-301811-ykpiorgo 39 3 component component NN cord-301811-ykpiorgo 39 4 of of IN cord-301811-ykpiorgo 39 5 the the DT cord-301811-ykpiorgo 39 6 network network NN cord-301811-ykpiorgo 39 7 is be VBZ cord-301811-ykpiorgo 39 8 referred refer VBN cord-301811-ykpiorgo 39 9 to to IN cord-301811-ykpiorgo 39 10 as as IN cord-301811-ykpiorgo 39 11 " " `` cord-301811-ykpiorgo 39 12 cluster cluster NN cord-301811-ykpiorgo 39 13 " " '' cord-301811-ykpiorgo 39 14 in in IN cord-301811-ykpiorgo 39 15 this this DT cord-301811-ykpiorgo 39 16 paper paper NN cord-301811-ykpiorgo 39 17 . . . cord-301811-ykpiorgo 40 1 Contact contact NN cord-301811-ykpiorgo 40 2 tracing tracing NN cord-301811-ykpiorgo 40 3 corresponds correspond VBZ cord-301811-ykpiorgo 40 4 to to IN cord-301811-ykpiorgo 40 5 finding find VBG cord-301811-ykpiorgo 40 6 a a DT cord-301811-ykpiorgo 40 7 node node NN cord-301811-ykpiorgo 40 8 in in IN cord-301811-ykpiorgo 40 9 the the DT cord-301811-ykpiorgo 40 10 tree tree NN cord-301811-ykpiorgo 40 11 and and CC cord-301811-ykpiorgo 40 12 removing remove VBG cord-301811-ykpiorgo 40 13 nodes node NNS cord-301811-ykpiorgo 40 14 connected connect VBN cord-301811-ykpiorgo 40 15 to to IN cord-301811-ykpiorgo 40 16 the the DT cord-301811-ykpiorgo 40 17 first first JJ cord-301811-ykpiorgo 40 18 node node NN cord-301811-ykpiorgo 40 19 found find VBN cord-301811-ykpiorgo 40 20 ( ( -LRB- cord-301811-ykpiorgo 40 21 Fig Fig NNP cord-301811-ykpiorgo 40 22 2 2 CD cord-301811-ykpiorgo 40 23 , , , cord-301811-ykpiorgo 40 24 gray gray JJ cord-301811-ykpiorgo 40 25 filled fill VBN cord-301811-ykpiorgo 40 26 circle circle NN cord-301811-ykpiorgo 40 27 ) ) -RRB- cord-301811-ykpiorgo 40 28 . . . cord-301811-ykpiorgo 41 1 There there EX cord-301811-ykpiorgo 41 2 are be VBP cord-301811-ykpiorgo 41 3 various various JJ cord-301811-ykpiorgo 41 4 types type NNS cord-301811-ykpiorgo 41 5 of of IN cord-301811-ykpiorgo 41 6 contact contact NN cord-301811-ykpiorgo 41 7 tracing trace VBG cord-301811-ykpiorgo 41 8 based base VBN cord-301811-ykpiorgo 41 9 on on IN cord-301811-ykpiorgo 41 10 how how WRB cord-301811-ykpiorgo 41 11 to to TO cord-301811-ykpiorgo 41 12 choose choose VB cord-301811-ykpiorgo 41 13 nodes node NNS cord-301811-ykpiorgo 41 14 to to TO cord-301811-ykpiorgo 41 15 be be VB cord-301811-ykpiorgo 41 16 removed remove VBN cord-301811-ykpiorgo 41 17 , , , cord-301811-ykpiorgo 41 18 including include VBG cord-301811-ykpiorgo 41 19 backward backward RB cord-301811-ykpiorgo 41 20 , , , cord-301811-ykpiorgo 41 21 forward forward RB cord-301811-ykpiorgo 41 22 , , , cord-301811-ykpiorgo 41 23 or or CC cord-301811-ykpiorgo 41 24 full full JJ cord-301811-ykpiorgo 41 25 tracing tracing NN cord-301811-ykpiorgo 41 26 , , , cord-301811-ykpiorgo 41 27 and and CC cord-301811-ykpiorgo 41 28 recursive recursive JJ cord-301811-ykpiorgo 41 29 or or CC cord-301811-ykpiorgo 41 30 one one CD cord-301811-ykpiorgo 41 31 - - HYPH cord-301811-ykpiorgo 41 32 step step NN cord-301811-ykpiorgo 41 33 tracing trace VBG cord-301811-ykpiorgo 41 34 [ [ -LRB- cord-301811-ykpiorgo 41 35 17 17 CD cord-301811-ykpiorgo 41 36 ] ] -RRB- cord-301811-ykpiorgo 41 37 . . . cord-301811-ykpiorgo 42 1 We -PRON- PRP cord-301811-ykpiorgo 42 2 consider consider VBP cord-301811-ykpiorgo 42 3 only only RB cord-301811-ykpiorgo 42 4 recursive recursive JJ cord-301811-ykpiorgo 42 5 full full JJ cord-301811-ykpiorgo 42 6 tracing tracing NN cord-301811-ykpiorgo 42 7 , , , cord-301811-ykpiorgo 42 8 that that RB cord-301811-ykpiorgo 42 9 is is RB cord-301811-ykpiorgo 42 10 , , , cord-301811-ykpiorgo 42 11 all all DT cord-301811-ykpiorgo 42 12 nodes node NNS cord-301811-ykpiorgo 42 13 directly directly RB cord-301811-ykpiorgo 42 14 and and CC cord-301811-ykpiorgo 42 15 indirectly indirectly RB cord-301811-ykpiorgo 42 16 connected connect VBN cord-301811-ykpiorgo 42 17 to to IN cord-301811-ykpiorgo 42 18 the the DT cord-301811-ykpiorgo 42 19 first first JJ cord-301811-ykpiorgo 42 20 found find VBN cord-301811-ykpiorgo 42 21 node node NN cord-301811-ykpiorgo 42 22 are be VBP cord-301811-ykpiorgo 42 23 removed remove VBN cord-301811-ykpiorgo 42 24 ( ( -LRB- cord-301811-ykpiorgo 42 25 Fig Fig NNP cord-301811-ykpiorgo 42 26 2 2 CD cord-301811-ykpiorgo 42 27 , , , cord-301811-ykpiorgo 42 28 dashed dash VBD cord-301811-ykpiorgo 42 29 rounded rounded JJ cord-301811-ykpiorgo 42 30 rectangle rectangle NN cord-301811-ykpiorgo 42 31 ) ) -RRB- cord-301811-ykpiorgo 42 32 . . . cord-301811-ykpiorgo 43 1 We -PRON- PRP cord-301811-ykpiorgo 43 2 propose propose VBP cord-301811-ykpiorgo 43 3 an an DT cord-301811-ykpiorgo 43 4 analysis analysis NN cord-301811-ykpiorgo 43 5 based base VBN cord-301811-ykpiorgo 43 6 on on IN cord-301811-ykpiorgo 43 7 the the DT cord-301811-ykpiorgo 43 8 birth birth NN cord-301811-ykpiorgo 43 9 - - HYPH cord-301811-ykpiorgo 43 10 death death NN cord-301811-ykpiorgo 43 11 process process NN cord-301811-ykpiorgo 43 12 with with IN cord-301811-ykpiorgo 43 13 recursive recursive JJ cord-301811-ykpiorgo 43 14 full full JJ cord-301811-ykpiorgo 43 15 tracing tracing NN cord-301811-ykpiorgo 43 16 that that WDT cord-301811-ykpiorgo 43 17 takes take VBZ cord-301811-ykpiorgo 43 18 advantage advantage NN cord-301811-ykpiorgo 43 19 of of IN cord-301811-ykpiorgo 43 20 information information NN cord-301811-ykpiorgo 43 21 obtained obtain VBN cord-301811-ykpiorgo 43 22 by by IN cord-301811-ykpiorgo 43 23 contact contact NN cord-301811-ykpiorgo 43 24 tracing trace VBG cord-301811-ykpiorgo 43 25 to to TO cord-301811-ykpiorgo 43 26 estimate estimate VB cord-301811-ykpiorgo 43 27 epidemiological epidemiological JJ cord-301811-ykpiorgo 43 28 parameter parameter NN cord-301811-ykpiorgo 43 29 values value NNS cord-301811-ykpiorgo 43 30 with with IN cord-301811-ykpiorgo 43 31 a a DT cord-301811-ykpiorgo 43 32 small small JJ cord-301811-ykpiorgo 43 33 set set NN cord-301811-ykpiorgo 43 34 of of IN cord-301811-ykpiorgo 43 35 data datum NNS cord-301811-ykpiorgo 43 36 . . . cord-301811-ykpiorgo 44 1 We -PRON- PRP cord-301811-ykpiorgo 44 2 focus focus VBP cord-301811-ykpiorgo 44 3 on on IN cord-301811-ykpiorgo 44 4 the the DT cord-301811-ykpiorgo 44 5 contact contact NN cord-301811-ykpiorgo 44 6 tracing tracing NN cord-301811-ykpiorgo 44 7 of of IN cord-301811-ykpiorgo 44 8 infected infected JJ cord-301811-ykpiorgo 44 9 individuals individual NNS cord-301811-ykpiorgo 44 10 in in IN cord-301811-ykpiorgo 44 11 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 44 12 . . . cord-301811-ykpiorgo 45 1 The the DT cord-301811-ykpiorgo 45 2 present present JJ cord-301811-ykpiorgo 45 3 analysis analysis NN cord-301811-ykpiorgo 45 4 uses use VBZ cord-301811-ykpiorgo 45 5 the the DT cord-301811-ykpiorgo 45 6 distributions distribution NNS cord-301811-ykpiorgo 45 7 of of IN cord-301811-ykpiorgo 45 8 the the DT cord-301811-ykpiorgo 45 9 cluster cluster NN cord-301811-ykpiorgo 45 10 size size NN cord-301811-ykpiorgo 45 11 and and CC cord-301811-ykpiorgo 45 12 patients patient NNS cord-301811-ykpiorgo 45 13 ' ' POS cord-301811-ykpiorgo 45 14 time time NN cord-301811-ykpiorgo 45 15 from from IN cord-301811-ykpiorgo 45 16 onset onset NN cord-301811-ykpiorgo 45 17 to to IN cord-301811-ykpiorgo 45 18 diagnosis diagnosis NN cord-301811-ykpiorgo 45 19 , , , cord-301811-ykpiorgo 45 20 which which WDT cord-301811-ykpiorgo 45 21 are be VBP cord-301811-ykpiorgo 45 22 released release VBN cord-301811-ykpiorgo 45 23 by by IN cord-301811-ykpiorgo 45 24 the the DT cord-301811-ykpiorgo 45 25 health health NN cord-301811-ykpiorgo 45 26 officials official NNS cord-301811-ykpiorgo 45 27 , , , cord-301811-ykpiorgo 45 28 to to TO cord-301811-ykpiorgo 45 29 estimate estimate VB cord-301811-ykpiorgo 45 30 the the DT cord-301811-ykpiorgo 45 31 model model NN cord-301811-ykpiorgo 45 32 parameters parameter NNS cord-301811-ykpiorgo 45 33 . . . cord-301811-ykpiorgo 46 1 Our -PRON- PRP$ cord-301811-ykpiorgo 46 2 approach approach NN cord-301811-ykpiorgo 46 3 directly directly RB cord-301811-ykpiorgo 46 4 models model VBZ cord-301811-ykpiorgo 46 5 the the DT cord-301811-ykpiorgo 46 6 stochastic stochastic JJ cord-301811-ykpiorgo 46 7 dynamics dynamic NNS cord-301811-ykpiorgo 46 8 , , , cord-301811-ykpiorgo 46 9 which which WDT cord-301811-ykpiorgo 46 10 is be VBZ cord-301811-ykpiorgo 46 11 an an DT cord-301811-ykpiorgo 46 12 inherent inherent JJ cord-301811-ykpiorgo 46 13 property property NN cord-301811-ykpiorgo 46 14 of of IN cord-301811-ykpiorgo 46 15 the the DT cord-301811-ykpiorgo 46 16 early early JJ cord-301811-ykpiorgo 46 17 phase phase NN cord-301811-ykpiorgo 46 18 of of IN cord-301811-ykpiorgo 46 19 the the DT cord-301811-ykpiorgo 46 20 outbreak outbreak NN cord-301811-ykpiorgo 46 21 . . . cord-301811-ykpiorgo 47 1 This this DT cord-301811-ykpiorgo 47 2 paper paper NN cord-301811-ykpiorgo 47 3 is be VBZ cord-301811-ykpiorgo 47 4 organized organize VBN cord-301811-ykpiorgo 47 5 as as IN cord-301811-ykpiorgo 47 6 follows follow NNS cord-301811-ykpiorgo 47 7 . . . cord-301811-ykpiorgo 48 1 In in IN cord-301811-ykpiorgo 48 2 the the DT cord-301811-ykpiorgo 48 3 Methods method NNS cord-301811-ykpiorgo 48 4 section section NN cord-301811-ykpiorgo 48 5 , , , cord-301811-ykpiorgo 48 6 we -PRON- PRP cord-301811-ykpiorgo 48 7 summarize summarize VBP cord-301811-ykpiorgo 48 8 the the DT cord-301811-ykpiorgo 48 9 SARS SARS NNP cord-301811-ykpiorgo 48 10 - - HYPH cord-301811-ykpiorgo 48 11 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 48 12 infection infection NN cord-301811-ykpiorgo 48 13 in in IN cord-301811-ykpiorgo 48 14 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 48 15 and and CC cord-301811-ykpiorgo 48 16 divide divide VB cord-301811-ykpiorgo 48 17 it -PRON- PRP cord-301811-ykpiorgo 48 18 into into IN cord-301811-ykpiorgo 48 19 those those DT cord-301811-ykpiorgo 48 20 before before IN cord-301811-ykpiorgo 48 21 and and CC cord-301811-ykpiorgo 48 22 after after IN cord-301811-ykpiorgo 48 23 the the DT cord-301811-ykpiorgo 48 24 declaration declaration NN cord-301811-ykpiorgo 48 25 of of IN cord-301811-ykpiorgo 48 26 the the DT cord-301811-ykpiorgo 48 27 state state NN cord-301811-ykpiorgo 48 28 of of IN cord-301811-ykpiorgo 48 29 emergency emergency NN cord-301811-ykpiorgo 48 30 . . . cord-301811-ykpiorgo 49 1 We -PRON- PRP cord-301811-ykpiorgo 49 2 classify classify VBP cord-301811-ykpiorgo 49 3 patients patient NNS cord-301811-ykpiorgo 49 4 into into IN cord-301811-ykpiorgo 49 5 symptomatic symptomatic JJ cord-301811-ykpiorgo 49 6 and and CC cord-301811-ykpiorgo 49 7 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 49 8 , , , cord-301811-ykpiorgo 49 9 and and CC cord-301811-ykpiorgo 49 10 diagnosed diagnose VBN cord-301811-ykpiorgo 49 11 and and CC cord-301811-ykpiorgo 49 12 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 49 13 . . . cord-301811-ykpiorgo 50 1 We -PRON- PRP cord-301811-ykpiorgo 50 2 explain explain VBP cord-301811-ykpiorgo 50 3 what what WP cord-301811-ykpiorgo 50 4 corresponds correspond VBZ cord-301811-ykpiorgo 50 5 to to IN cord-301811-ykpiorgo 50 6 diagnosed diagnosed JJ cord-301811-ykpiorgo 50 7 and and CC cord-301811-ykpiorgo 50 8 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 50 9 patients patient NNS cord-301811-ykpiorgo 50 10 in in IN cord-301811-ykpiorgo 50 11 the the DT cord-301811-ykpiorgo 50 12 present present JJ cord-301811-ykpiorgo 50 13 model model NN cord-301811-ykpiorgo 50 14 . . . cord-301811-ykpiorgo 51 1 We -PRON- PRP cord-301811-ykpiorgo 51 2 describe describe VBP cord-301811-ykpiorgo 51 3 the the DT cord-301811-ykpiorgo 51 4 formulation formulation NN cord-301811-ykpiorgo 51 5 of of IN cord-301811-ykpiorgo 51 6 the the DT cord-301811-ykpiorgo 51 7 model model NN cord-301811-ykpiorgo 51 8 and and CC cord-301811-ykpiorgo 51 9 the the DT cord-301811-ykpiorgo 51 10 details detail NNS cord-301811-ykpiorgo 51 11 of of IN cord-301811-ykpiorgo 51 12 the the DT cord-301811-ykpiorgo 51 13 simulations simulation NNS cord-301811-ykpiorgo 51 14 . . . cord-301811-ykpiorgo 52 1 In in IN cord-301811-ykpiorgo 52 2 the the DT cord-301811-ykpiorgo 52 3 Results result NNS cord-301811-ykpiorgo 52 4 section section NN cord-301811-ykpiorgo 52 5 , , , cord-301811-ykpiorgo 52 6 we -PRON- PRP cord-301811-ykpiorgo 52 7 estimate estimate VBP cord-301811-ykpiorgo 52 8 the the DT cord-301811-ykpiorgo 52 9 parameter parameter NN cord-301811-ykpiorgo 52 10 values value NNS cord-301811-ykpiorgo 52 11 and and CC cord-301811-ykpiorgo 52 12 the the DT cord-301811-ykpiorgo 52 13 number number NN cord-301811-ykpiorgo 52 14 of of IN cord-301811-ykpiorgo 52 15 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 52 16 and and CC cord-301811-ykpiorgo 52 17 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 52 18 patients patient NNS cord-301811-ykpiorgo 52 19 . . . cord-301811-ykpiorgo 53 1 In in IN cord-301811-ykpiorgo 53 2 the the DT cord-301811-ykpiorgo 53 3 Discussion Discussion NNP cord-301811-ykpiorgo 53 4 section section NN cord-301811-ykpiorgo 53 5 , , , cord-301811-ykpiorgo 53 6 we -PRON- PRP cord-301811-ykpiorgo 53 7 relate relate VBP cord-301811-ykpiorgo 53 8 our -PRON- PRP$ cord-301811-ykpiorgo 53 9 results result NNS cord-301811-ykpiorgo 53 10 with with IN cord-301811-ykpiorgo 53 11 previous previous JJ cord-301811-ykpiorgo 53 12 studies study NNS cord-301811-ykpiorgo 53 13 and and CC cord-301811-ykpiorgo 53 14 discuss discuss VB cord-301811-ykpiorgo 53 15 the the DT cord-301811-ykpiorgo 53 16 limitations limitation NNS cord-301811-ykpiorgo 53 17 and and CC cord-301811-ykpiorgo 53 18 possible possible JJ cord-301811-ykpiorgo 53 19 expansions expansion NNS cord-301811-ykpiorgo 53 20 of of IN cord-301811-ykpiorgo 53 21 the the DT cord-301811-ykpiorgo 53 22 model model NN cord-301811-ykpiorgo 53 23 . . . cord-301811-ykpiorgo 54 1 This this DT cord-301811-ykpiorgo 54 2 paper paper NN cord-301811-ykpiorgo 54 3 reports report VBZ cord-301811-ykpiorgo 54 4 the the DT cord-301811-ykpiorgo 54 5 analysis analysis NN cord-301811-ykpiorgo 54 6 of of IN cord-301811-ykpiorgo 54 7 the the DT cord-301811-ykpiorgo 54 8 SARS SARS NNP cord-301811-ykpiorgo 54 9 - - HYPH cord-301811-ykpiorgo 54 10 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 54 11 infection infection NN cord-301811-ykpiorgo 54 12 in in IN cord-301811-ykpiorgo 54 13 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 54 14 , , , cord-301811-ykpiorgo 54 15 Japan Japan NNP cord-301811-ykpiorgo 54 16 [ [ -LRB- cord-301811-ykpiorgo 54 17 18 18 CD cord-301811-ykpiorgo 54 18 ] ] -RRB- cord-301811-ykpiorgo 54 19 . . . cord-301811-ykpiorgo 55 1 In in IN cord-301811-ykpiorgo 55 2 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 55 3 , , , cord-301811-ykpiorgo 55 4 all all DT cord-301811-ykpiorgo 55 5 cases case NNS cord-301811-ykpiorgo 55 6 had have VBD cord-301811-ykpiorgo 55 7 not not RB cord-301811-ykpiorgo 55 8 traveled travel VBN cord-301811-ykpiorgo 55 9 abroad abroad RB cord-301811-ykpiorgo 55 10 recently recently RB cord-301811-ykpiorgo 55 11 except except IN cord-301811-ykpiorgo 55 12 for for IN cord-301811-ykpiorgo 55 13 three three CD cord-301811-ykpiorgo 55 14 cases case NNS cord-301811-ykpiorgo 55 15 , , , cord-301811-ykpiorgo 55 16 which which WDT cord-301811-ykpiorgo 55 17 include include VBP cord-301811-ykpiorgo 55 18 a a DT cord-301811-ykpiorgo 55 19 tourist tourist NN cord-301811-ykpiorgo 55 20 from from IN cord-301811-ykpiorgo 55 21 Wuhan Wuhan NNP cord-301811-ykpiorgo 55 22 , , , cord-301811-ykpiorgo 55 23 China China NNP cord-301811-ykpiorgo 55 24 . . . cord-301811-ykpiorgo 56 1 We -PRON- PRP cord-301811-ykpiorgo 56 2 concentrate concentrate VBP cord-301811-ykpiorgo 56 3 our -PRON- PRP$ cord-301811-ykpiorgo 56 4 analysis analysis NN cord-301811-ykpiorgo 56 5 on on IN cord-301811-ykpiorgo 56 6 the the DT cord-301811-ykpiorgo 56 7 cases case NNS cord-301811-ykpiorgo 56 8 whose whose WP$ cord-301811-ykpiorgo 56 9 onset onset NN cord-301811-ykpiorgo 56 10 was be VBD cord-301811-ykpiorgo 56 11 prior prior RB cord-301811-ykpiorgo 56 12 to to IN cord-301811-ykpiorgo 56 13 the the DT cord-301811-ykpiorgo 56 14 lifting lifting NN cord-301811-ykpiorgo 56 15 of of IN cord-301811-ykpiorgo 56 16 the the DT cord-301811-ykpiorgo 56 17 state state NN cord-301811-ykpiorgo 56 18 of of IN cord-301811-ykpiorgo 56 19 emergency emergency NN cord-301811-ykpiorgo 56 20 . . . cord-301811-ykpiorgo 57 1 We -PRON- PRP cord-301811-ykpiorgo 57 2 excluded exclude VBD cord-301811-ykpiorgo 57 3 the the DT cord-301811-ykpiorgo 57 4 cases case NNS cord-301811-ykpiorgo 57 5 with with IN cord-301811-ykpiorgo 57 6 an an DT cord-301811-ykpiorgo 57 7 unknown unknown JJ cord-301811-ykpiorgo 57 8 onset onset NN cord-301811-ykpiorgo 57 9 and and CC cord-301811-ykpiorgo 57 10 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 57 11 patients patient NNS cord-301811-ykpiorgo 57 12 from from IN cord-301811-ykpiorgo 57 13 the the DT cord-301811-ykpiorgo 57 14 analysis analysis NN cord-301811-ykpiorgo 57 15 . . . cord-301811-ykpiorgo 58 1 If if IN cord-301811-ykpiorgo 58 2 the the DT cord-301811-ykpiorgo 58 3 date date NN cord-301811-ykpiorgo 58 4 of of IN cord-301811-ykpiorgo 58 5 the the DT cord-301811-ykpiorgo 58 6 diagnosis diagnosis NN cord-301811-ykpiorgo 58 7 of of IN cord-301811-ykpiorgo 58 8 a a DT cord-301811-ykpiorgo 58 9 case case NN cord-301811-ykpiorgo 58 10 was be VBD cord-301811-ykpiorgo 58 11 not not RB cord-301811-ykpiorgo 58 12 reported report VBN cord-301811-ykpiorgo 58 13 , , , cord-301811-ykpiorgo 58 14 it -PRON- PRP cord-301811-ykpiorgo 58 15 was be VBD cord-301811-ykpiorgo 58 16 _SP cord-301811-ykpiorgo 58 17 Estimation Estimation NNP cord-301811-ykpiorgo 58 18 of of IN cord-301811-ykpiorgo 58 19 the the DT cord-301811-ykpiorgo 58 20 percentages percentage NNS cord-301811-ykpiorgo 58 21 of of IN cord-301811-ykpiorgo 58 22 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 58 23 patients patient NNS cord-301811-ykpiorgo 58 24 of of IN cord-301811-ykpiorgo 58 25 SARS SARS NNP cord-301811-ykpiorgo 58 26 - - HYPH cord-301811-ykpiorgo 58 27 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 58 28 infection infection NN cord-301811-ykpiorgo 58 29 in in IN cord-301811-ykpiorgo 58 30 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 58 31 , , , cord-301811-ykpiorgo 58 32 Japan Japan NNP cord-301811-ykpiorgo 58 33 assumed assume VBD cord-301811-ykpiorgo 58 34 to to TO cord-301811-ykpiorgo 58 35 coincide coincide VB cord-301811-ykpiorgo 58 36 with with IN cord-301811-ykpiorgo 58 37 the the DT cord-301811-ykpiorgo 58 38 date date NN cord-301811-ykpiorgo 58 39 of of IN cord-301811-ykpiorgo 58 40 the the DT cord-301811-ykpiorgo 58 41 announcement announcement NN cord-301811-ykpiorgo 58 42 . . . cord-301811-ykpiorgo 59 1 S1 S1 NNP cord-301811-ykpiorgo 59 2 Table Table NNP cord-301811-ykpiorgo 59 3 summarizes summarize VBZ cord-301811-ykpiorgo 59 4 the the DT cord-301811-ykpiorgo 59 5 case case NN cord-301811-ykpiorgo 59 6 reports report NNS cord-301811-ykpiorgo 59 7 released release VBN cord-301811-ykpiorgo 59 8 by by IN cord-301811-ykpiorgo 59 9 the the DT cord-301811-ykpiorgo 59 10 Novel Novel NNP cord-301811-ykpiorgo 59 11 Coronavirus Coronavirus NNP cord-301811-ykpiorgo 59 12 Response Response NNP cord-301811-ykpiorgo 59 13 Headquarters Headquarters NNPS cord-301811-ykpiorgo 59 14 of of IN cord-301811-ykpiorgo 59 15 the the DT cord-301811-ykpiorgo 59 16 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 59 17 government government NN cord-301811-ykpiorgo 59 18 until until IN cord-301811-ykpiorgo 59 19 April April NNP cord-301811-ykpiorgo 59 20 2nd 2nd NN cord-301811-ykpiorgo 59 21 , , , cord-301811-ykpiorgo 59 22 2020 2020 CD cord-301811-ykpiorgo 59 23 . . . cord-301811-ykpiorgo 60 1 We -PRON- PRP cord-301811-ykpiorgo 60 2 represent represent VBP cord-301811-ykpiorgo 60 3 the the DT cord-301811-ykpiorgo 60 4 patients patient NNS cord-301811-ykpiorgo 60 5 with with IN cord-301811-ykpiorgo 60 6 nodes node NNS cord-301811-ykpiorgo 60 7 and and CC cord-301811-ykpiorgo 60 8 their -PRON- PRP$ cord-301811-ykpiorgo 60 9 contacts contact NNS cord-301811-ykpiorgo 60 10 with with IN cord-301811-ykpiorgo 60 11 edges edge NNS cord-301811-ykpiorgo 60 12 in in IN cord-301811-ykpiorgo 60 13 a a DT cord-301811-ykpiorgo 60 14 network network NN cord-301811-ykpiorgo 60 15 . . . cord-301811-ykpiorgo 61 1 If if IN cord-301811-ykpiorgo 61 2 two two CD cord-301811-ykpiorgo 61 3 patients patient NNS cord-301811-ykpiorgo 61 4 were be VBD cord-301811-ykpiorgo 61 5 in in IN cord-301811-ykpiorgo 61 6 close close JJ cord-301811-ykpiorgo 61 7 contact contact NN cord-301811-ykpiorgo 61 8 with with IN cord-301811-ykpiorgo 61 9 each each DT cord-301811-ykpiorgo 61 10 other other JJ cord-301811-ykpiorgo 61 11 , , , cord-301811-ykpiorgo 61 12 the the DT cord-301811-ykpiorgo 61 13 corresponding correspond VBG cord-301811-ykpiorgo 61 14 nodes node NNS cord-301811-ykpiorgo 61 15 are be VBP cord-301811-ykpiorgo 61 16 connected connect VBN cord-301811-ykpiorgo 61 17 by by IN cord-301811-ykpiorgo 61 18 an an DT cord-301811-ykpiorgo 61 19 edge edge NN cord-301811-ykpiorgo 61 20 . . . cord-301811-ykpiorgo 62 1 The the DT cord-301811-ykpiorgo 62 2 network network NN cord-301811-ykpiorgo 62 3 consists consist VBZ cord-301811-ykpiorgo 62 4 of of IN cord-301811-ykpiorgo 62 5 distinct distinct JJ cord-301811-ykpiorgo 62 6 connected connect VBN cord-301811-ykpiorgo 62 7 components component NNS cord-301811-ykpiorgo 62 8 , , , cord-301811-ykpiorgo 62 9 which which WDT cord-301811-ykpiorgo 62 10 we -PRON- PRP cord-301811-ykpiorgo 62 11 refer refer VBP cord-301811-ykpiorgo 62 12 to to IN cord-301811-ykpiorgo 62 13 as as IN cord-301811-ykpiorgo 62 14 clusters cluster NNS cord-301811-ykpiorgo 62 15 . . . cord-301811-ykpiorgo 63 1 Sporadic sporadic JJ cord-301811-ykpiorgo 63 2 patients patient NNS cord-301811-ykpiorgo 63 3 are be VBP cord-301811-ykpiorgo 63 4 regarded regard VBN cord-301811-ykpiorgo 63 5 as as IN cord-301811-ykpiorgo 63 6 size-1 size-1 NNP cord-301811-ykpiorgo 63 7 clusters cluster NNS cord-301811-ykpiorgo 63 8 . . . cord-301811-ykpiorgo 64 1 Table table NN cord-301811-ykpiorgo 64 2 ) ) -RRB- cord-301811-ykpiorgo 64 3 . . . cord-301811-ykpiorgo 65 1 All all DT cord-301811-ykpiorgo 65 2 cases case NNS cord-301811-ykpiorgo 65 3 were be VBD cord-301811-ykpiorgo 65 4 divided divide VBN cord-301811-ykpiorgo 65 5 into into IN cord-301811-ykpiorgo 65 6 datasets dataset NNS cord-301811-ykpiorgo 65 7 1 1 CD cord-301811-ykpiorgo 65 8 and and CC cord-301811-ykpiorgo 65 9 2 2 CD cord-301811-ykpiorgo 65 10 according accord VBG cord-301811-ykpiorgo 65 11 to to IN cord-301811-ykpiorgo 65 12 the the DT cord-301811-ykpiorgo 65 13 cluster cluster NN cord-301811-ykpiorgo 65 14 they -PRON- PRP cord-301811-ykpiorgo 65 15 belong belong VBP cord-301811-ykpiorgo 65 16 to to IN cord-301811-ykpiorgo 65 17 . . . cord-301811-ykpiorgo 66 1 If if IN cord-301811-ykpiorgo 66 2 the the DT cord-301811-ykpiorgo 66 3 earliest early JJS cord-301811-ykpiorgo 66 4 onset onset NN cord-301811-ykpiorgo 66 5 of of IN cord-301811-ykpiorgo 66 6 the the DT cord-301811-ykpiorgo 66 7 cases case NNS cord-301811-ykpiorgo 66 8 in in IN cord-301811-ykpiorgo 66 9 a a DT cord-301811-ykpiorgo 66 10 cluster cluster NN cord-301811-ykpiorgo 66 11 was be VBD cord-301811-ykpiorgo 66 12 prior prior RB cord-301811-ykpiorgo 66 13 to to IN cord-301811-ykpiorgo 66 14 the the DT cord-301811-ykpiorgo 66 15 declaration declaration NN cord-301811-ykpiorgo 66 16 of of IN cord-301811-ykpiorgo 66 17 the the DT cord-301811-ykpiorgo 66 18 state state NN cord-301811-ykpiorgo 66 19 of of IN cord-301811-ykpiorgo 66 20 emergency emergency NN cord-301811-ykpiorgo 66 21 , , , cord-301811-ykpiorgo 66 22 this this DT cord-301811-ykpiorgo 66 23 cluster cluster NN cord-301811-ykpiorgo 66 24 was be VBD cord-301811-ykpiorgo 66 25 included include VBN cord-301811-ykpiorgo 66 26 in in IN cord-301811-ykpiorgo 66 27 dataset dataset NN cord-301811-ykpiorgo 66 28 1 1 CD cord-301811-ykpiorgo 66 29 ; ; : cord-301811-ykpiorgo 66 30 if if IN cord-301811-ykpiorgo 66 31 the the DT cord-301811-ykpiorgo 66 32 earliest early JJS cord-301811-ykpiorgo 66 33 onset onset NN cord-301811-ykpiorgo 66 34 was be VBD cord-301811-ykpiorgo 66 35 between between IN cord-301811-ykpiorgo 66 36 the the DT cord-301811-ykpiorgo 66 37 declaration declaration NN cord-301811-ykpiorgo 66 38 and and CC cord-301811-ykpiorgo 66 39 the the DT cord-301811-ykpiorgo 66 40 lifting lifting NN cord-301811-ykpiorgo 66 41 thereof thereof RB cord-301811-ykpiorgo 66 42 , , , cord-301811-ykpiorgo 66 43 it -PRON- PRP cord-301811-ykpiorgo 66 44 was be VBD cord-301811-ykpiorgo 66 45 included include VBN cord-301811-ykpiorgo 66 46 in in IN cord-301811-ykpiorgo 66 47 dataset dataset NN cord-301811-ykpiorgo 66 48 2 2 CD cord-301811-ykpiorgo 66 49 . . . cord-301811-ykpiorgo 67 1 Datasets dataset NNS cord-301811-ykpiorgo 67 2 1 1 CD cord-301811-ykpiorgo 67 3 and and CC cord-301811-ykpiorgo 67 4 2 2 CD cord-301811-ykpiorgo 67 5 contain contain VBP cord-301811-ykpiorgo 67 6 78 78 CD cord-301811-ykpiorgo 67 7 and and CC cord-301811-ykpiorgo 67 8 30 30 CD cord-301811-ykpiorgo 67 9 clusters cluster NNS cord-301811-ykpiorgo 67 10 , , , cord-301811-ykpiorgo 67 11 respectively respectively RB cord-301811-ykpiorgo 67 12 . . . cord-301811-ykpiorgo 68 1 Because because IN cord-301811-ykpiorgo 68 2 the the DT cord-301811-ykpiorgo 68 3 declaration declaration NN cord-301811-ykpiorgo 68 4 of of IN cord-301811-ykpiorgo 68 5 the the DT cord-301811-ykpiorgo 68 6 state state NN cord-301811-ykpiorgo 68 7 of of IN cord-301811-ykpiorgo 68 8 emergency emergency NN cord-301811-ykpiorgo 68 9 might may MD cord-301811-ykpiorgo 68 10 have have VB cord-301811-ykpiorgo 68 11 changed change VBN cord-301811-ykpiorgo 68 12 the the DT cord-301811-ykpiorgo 68 13 behavior behavior NN cord-301811-ykpiorgo 68 14 of of IN cord-301811-ykpiorgo 68 15 residents resident NNS cord-301811-ykpiorgo 68 16 and and CC cord-301811-ykpiorgo 68 17 health health NN cord-301811-ykpiorgo 68 18 officials official NNS cord-301811-ykpiorgo 68 19 in in IN cord-301811-ykpiorgo 68 20 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 68 21 , , , cord-301811-ykpiorgo 68 22 we -PRON- PRP cord-301811-ykpiorgo 68 23 compared compare VBD cord-301811-ykpiorgo 68 24 the the DT cord-301811-ykpiorgo 68 25 data datum NNS cord-301811-ykpiorgo 68 26 before before IN cord-301811-ykpiorgo 68 27 the the DT cord-301811-ykpiorgo 68 28 declaration declaration NN cord-301811-ykpiorgo 68 29 , , , cord-301811-ykpiorgo 68 30 dataset dataset NN cord-301811-ykpiorgo 68 31 1 1 CD cord-301811-ykpiorgo 68 32 , , , cord-301811-ykpiorgo 68 33 and and CC cord-301811-ykpiorgo 68 34 the the DT cord-301811-ykpiorgo 68 35 data datum NNS cord-301811-ykpiorgo 68 36 between between IN cord-301811-ykpiorgo 68 37 the the DT cord-301811-ykpiorgo 68 38 declaration declaration NN cord-301811-ykpiorgo 68 39 and and CC cord-301811-ykpiorgo 68 40 the the DT cord-301811-ykpiorgo 68 41 lifting lifting NN cord-301811-ykpiorgo 68 42 thereof thereof RB cord-301811-ykpiorgo 68 43 , , , cord-301811-ykpiorgo 68 44 dataset dataset NN cord-301811-ykpiorgo 68 45 2 2 CD cord-301811-ykpiorgo 68 46 . . . cord-301811-ykpiorgo 69 1 Table table NN cord-301811-ykpiorgo 69 2 1 1 CD cord-301811-ykpiorgo 69 3 summarizes summarize VBZ cord-301811-ykpiorgo 69 4 the the DT cord-301811-ykpiorgo 69 5 datasets dataset NNS cord-301811-ykpiorgo 69 6 . . . cord-301811-ykpiorgo 70 1 The the DT cord-301811-ykpiorgo 70 2 patients patient NNS cord-301811-ykpiorgo 70 3 included include VBD cord-301811-ykpiorgo 70 4 in in IN cord-301811-ykpiorgo 70 5 datasets dataset NNS cord-301811-ykpiorgo 70 6 1 1 CD cord-301811-ykpiorgo 70 7 and and CC cord-301811-ykpiorgo 70 8 2 2 CD cord-301811-ykpiorgo 70 9 were be VBD cord-301811-ykpiorgo 70 10 all all DT cord-301811-ykpiorgo 70 11 diagnosed diagnose VBN cord-301811-ykpiorgo 70 12 and and CC cord-301811-ykpiorgo 70 13 mostly mostly RB cord-301811-ykpiorgo 70 14 symptomatic symptomatic JJ cord-301811-ykpiorgo 70 15 . . . cord-301811-ykpiorgo 71 1 However however RB cord-301811-ykpiorgo 71 2 , , , cord-301811-ykpiorgo 71 3 not not RB cord-301811-ykpiorgo 71 4 all all DT cord-301811-ykpiorgo 71 5 of of IN cord-301811-ykpiorgo 71 6 the the DT cord-301811-ykpiorgo 71 7 individuals individual NNS cord-301811-ykpiorgo 71 8 infected infect VBN cord-301811-ykpiorgo 71 9 with with IN cord-301811-ykpiorgo 71 10 SARS SARS NNP cord-301811-ykpiorgo 71 11 - - HYPH cord-301811-ykpiorgo 71 12 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 71 13 were be VBD cord-301811-ykpiorgo 71 14 diagnosed diagnose VBN cord-301811-ykpiorgo 71 15 and and CC cord-301811-ykpiorgo 71 16 symptomatic symptomatic JJ cord-301811-ykpiorgo 71 17 ; ; : cord-301811-ykpiorgo 71 18 they -PRON- PRP cord-301811-ykpiorgo 71 19 can can MD cord-301811-ykpiorgo 71 20 be be VB cord-301811-ykpiorgo 71 21 classified classify VBN cord-301811-ykpiorgo 71 22 into into IN cord-301811-ykpiorgo 71 23 diagnosed diagnosed JJ cord-301811-ykpiorgo 71 24 symptomatic symptomatic JJ cord-301811-ykpiorgo 71 25 , , , cord-301811-ykpiorgo 71 26 diagnosed diagnose VBN cord-301811-ykpiorgo 71 27 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 71 28 , , , cord-301811-ykpiorgo 71 29 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 71 30 symptomatic symptomatic JJ cord-301811-ykpiorgo 71 31 , , , cord-301811-ykpiorgo 71 32 and and CC cord-301811-ykpiorgo 71 33 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 71 34 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 71 35 groups group NNS cord-301811-ykpiorgo 71 36 . . . cord-301811-ykpiorgo 72 1 The the DT cord-301811-ykpiorgo 72 2 diagnosed diagnosed JJ cord-301811-ykpiorgo 72 3 symptomatic symptomatic JJ cord-301811-ykpiorgo 72 4 group group NN cord-301811-ykpiorgo 72 5 consists consist VBZ cord-301811-ykpiorgo 72 6 of of IN cord-301811-ykpiorgo 72 7 those those DT cord-301811-ykpiorgo 72 8 who who WP cord-301811-ykpiorgo 72 9 developed develop VBD cord-301811-ykpiorgo 72 10 symptoms symptom NNS cord-301811-ykpiorgo 72 11 and and CC cord-301811-ykpiorgo 72 12 were be VBD cord-301811-ykpiorgo 72 13 diagnosed diagnose VBN cord-301811-ykpiorgo 72 14 , , , cord-301811-ykpiorgo 72 15 or or CC cord-301811-ykpiorgo 72 16 those those DT cord-301811-ykpiorgo 72 17 who who WP cord-301811-ykpiorgo 72 18 were be VBD cord-301811-ykpiorgo 72 19 found find VBN cord-301811-ykpiorgo 72 20 in in IN cord-301811-ykpiorgo 72 21 contact contact NN cord-301811-ykpiorgo 72 22 tracing tracing NN cord-301811-ykpiorgo 72 23 . . . cord-301811-ykpiorgo 73 1 All all DT cord-301811-ykpiorgo 73 2 individuals individual NNS cord-301811-ykpiorgo 73 3 belonging belong VBG cord-301811-ykpiorgo 73 4 to to IN cord-301811-ykpiorgo 73 5 this this DT cord-301811-ykpiorgo 73 6 group group NN cord-301811-ykpiorgo 73 7 were be VBD cord-301811-ykpiorgo 73 8 covered cover VBN cord-301811-ykpiorgo 73 9 by by IN cord-301811-ykpiorgo 73 10 our -PRON- PRP$ cord-301811-ykpiorgo 73 11 datasets dataset NNS cord-301811-ykpiorgo 73 12 . . . cord-301811-ykpiorgo 74 1 Although although IN cord-301811-ykpiorgo 74 2 the the DT cord-301811-ykpiorgo 74 3 diagnosed diagnose VBN cord-301811-ykpiorgo 74 4 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 74 5 group group NN cord-301811-ykpiorgo 74 6 was be VBD cord-301811-ykpiorgo 74 7 also also RB cord-301811-ykpiorgo 74 8 included include VBN cord-301811-ykpiorgo 74 9 in in IN cord-301811-ykpiorgo 74 10 the the DT cord-301811-ykpiorgo 74 11 datasets dataset NNS cord-301811-ykpiorgo 74 12 , , , cord-301811-ykpiorgo 74 13 we -PRON- PRP cord-301811-ykpiorgo 74 14 ignored ignore VBD cord-301811-ykpiorgo 74 15 this this DT cord-301811-ykpiorgo 74 16 group group NN cord-301811-ykpiorgo 74 17 because because IN cord-301811-ykpiorgo 74 18 this this DT cord-301811-ykpiorgo 74 19 group group NN cord-301811-ykpiorgo 74 20 included include VBD cord-301811-ykpiorgo 74 21 only only RB cord-301811-ykpiorgo 74 22 two two CD cord-301811-ykpiorgo 74 23 individuals individual NNS cord-301811-ykpiorgo 74 24 . . . cord-301811-ykpiorgo 75 1 The the DT cord-301811-ykpiorgo 75 2 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 75 3 symptomatic symptomatic JJ cord-301811-ykpiorgo 75 4 group group NN cord-301811-ykpiorgo 75 5 is be VBZ cord-301811-ykpiorgo 75 6 comprised comprise VBN cord-301811-ykpiorgo 75 7 of of IN cord-301811-ykpiorgo 75 8 individuals individual NNS cord-301811-ykpiorgo 75 9 who who WP cord-301811-ykpiorgo 75 10 were be VBD cord-301811-ykpiorgo 75 11 infected infect VBN cord-301811-ykpiorgo 75 12 and and CC cord-301811-ykpiorgo 75 13 developed develop VBN cord-301811-ykpiorgo 75 14 symptoms symptom NNS cord-301811-ykpiorgo 75 15 , , , cord-301811-ykpiorgo 75 16 but but CC cord-301811-ykpiorgo 75 17 recovered recover VBD cord-301811-ykpiorgo 75 18 or or CC cord-301811-ykpiorgo 75 19 died die VBD cord-301811-ykpiorgo 75 20 without without IN cord-301811-ykpiorgo 75 21 being be VBG cord-301811-ykpiorgo 75 22 diagnosed diagnose VBN cord-301811-ykpiorgo 75 23 . . . cord-301811-ykpiorgo 76 1 This this DT cord-301811-ykpiorgo 76 2 group group NN cord-301811-ykpiorgo 76 3 is be VBZ cord-301811-ykpiorgo 76 4 not not RB cord-301811-ykpiorgo 76 5 directly directly RB cord-301811-ykpiorgo 76 6 observable observable JJ cord-301811-ykpiorgo 76 7 , , , cord-301811-ykpiorgo 76 8 and and CC cord-301811-ykpiorgo 76 9 thus thus RB cord-301811-ykpiorgo 76 10 its -PRON- PRP$ cord-301811-ykpiorgo 76 11 percentage percentage NN cord-301811-ykpiorgo 76 12 is be VBZ cord-301811-ykpiorgo 76 13 one one CD cord-301811-ykpiorgo 76 14 of of IN cord-301811-ykpiorgo 76 15 the the DT cord-301811-ykpiorgo 76 16 parameters parameter NNS cord-301811-ykpiorgo 76 17 we -PRON- PRP cord-301811-ykpiorgo 76 18 tried try VBD cord-301811-ykpiorgo 76 19 to to TO cord-301811-ykpiorgo 76 20 estimate estimate VB cord-301811-ykpiorgo 76 21 with with IN cord-301811-ykpiorgo 76 22 the the DT cord-301811-ykpiorgo 76 23 model model NN cord-301811-ykpiorgo 76 24 , , , cord-301811-ykpiorgo 76 25 which which WDT cord-301811-ykpiorgo 76 26 takes take VBZ cord-301811-ykpiorgo 76 27 this this DT cord-301811-ykpiorgo 76 28 group group NN cord-301811-ykpiorgo 76 29 into into IN cord-301811-ykpiorgo 76 30 account account NN cord-301811-ykpiorgo 76 31 . . . cord-301811-ykpiorgo 77 1 The the DT cord-301811-ykpiorgo 77 2 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 77 3 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 77 4 group group NN cord-301811-ykpiorgo 77 5 is be VBZ cord-301811-ykpiorgo 77 6 not not RB cord-301811-ykpiorgo 77 7 directly directly RB cord-301811-ykpiorgo 77 8 observable observable JJ cord-301811-ykpiorgo 77 9 either either RB cord-301811-ykpiorgo 77 10 . . . cord-301811-ykpiorgo 78 1 It -PRON- PRP cord-301811-ykpiorgo 78 2 has have VBZ cord-301811-ykpiorgo 78 3 been be VBN cord-301811-ykpiorgo 78 4 suggested suggest VBN cord-301811-ykpiorgo 78 5 that that IN cord-301811-ykpiorgo 78 6 a a DT cord-301811-ykpiorgo 78 7 percentage percentage NN cord-301811-ykpiorgo 78 8 of of IN cord-301811-ykpiorgo 78 9 SARS SARS NNP cord-301811-ykpiorgo 78 10 - - HYPH cord-301811-ykpiorgo 78 11 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 78 12 carriers carrier NNS cord-301811-ykpiorgo 78 13 do do VBP cord-301811-ykpiorgo 78 14 not not RB cord-301811-ykpiorgo 78 15 develop develop VB cord-301811-ykpiorgo 78 16 symptoms symptom NNS cord-301811-ykpiorgo 78 17 but but CC cord-301811-ykpiorgo 78 18 can can MD cord-301811-ykpiorgo 78 19 infect infect VB cord-301811-ykpiorgo 78 20 others other NNS cord-301811-ykpiorgo 78 21 [ [ -LRB- cord-301811-ykpiorgo 78 22 2 2 CD cord-301811-ykpiorgo 78 23 , , , cord-301811-ykpiorgo 78 24 19 19 CD cord-301811-ykpiorgo 78 25 ] ] -RRB- cord-301811-ykpiorgo 78 26 . . . cord-301811-ykpiorgo 79 1 We -PRON- PRP cord-301811-ykpiorgo 79 2 did do VBD cord-301811-ykpiorgo 79 3 not not RB cord-301811-ykpiorgo 79 4 explicitly explicitly RB cord-301811-ykpiorgo 79 5 incorporate incorporate VB cord-301811-ykpiorgo 79 6 the the DT cord-301811-ykpiorgo 79 7 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 79 8 group group NN cord-301811-ykpiorgo 79 9 into into IN cord-301811-ykpiorgo 79 10 the the DT cord-301811-ykpiorgo 79 11 model model NN cord-301811-ykpiorgo 79 12 but but CC cord-301811-ykpiorgo 79 13 estimated estimate VBD cord-301811-ykpiorgo 79 14 its -PRON- PRP$ cord-301811-ykpiorgo 79 15 percentage percentage NN cord-301811-ykpiorgo 79 16 . . . cord-301811-ykpiorgo 80 1 The the DT cord-301811-ykpiorgo 80 2 birth birth NN cord-301811-ykpiorgo 80 3 - - HYPH cord-301811-ykpiorgo 80 4 death death NN cord-301811-ykpiorgo 80 5 processes process NNS cord-301811-ykpiorgo 80 6 have have VBP cord-301811-ykpiorgo 80 7 been be VBN cord-301811-ykpiorgo 80 8 used use VBN cord-301811-ykpiorgo 80 9 to to TO cord-301811-ykpiorgo 80 10 model model VB cord-301811-ykpiorgo 80 11 infectious infectious JJ cord-301811-ykpiorgo 80 12 diseases disease NNS cord-301811-ykpiorgo 80 13 and and CC cord-301811-ykpiorgo 80 14 population population NN cord-301811-ykpiorgo 80 15 dynamics dynamic NNS cord-301811-ykpiorgo 80 16 [ [ -LRB- cord-301811-ykpiorgo 80 17 10 10 CD cord-301811-ykpiorgo 80 18 , , , cord-301811-ykpiorgo 80 19 11 11 CD cord-301811-ykpiorgo 80 20 , , , cord-301811-ykpiorgo 80 21 16 16 CD cord-301811-ykpiorgo 80 22 , , , cord-301811-ykpiorgo 80 23 17 17 CD cord-301811-ykpiorgo 80 24 ] ] -RRB- cord-301811-ykpiorgo 80 25 . . . cord-301811-ykpiorgo 81 1 The the DT cord-301811-ykpiorgo 81 2 birth birth NN cord-301811-ykpiorgo 81 3 - - HYPH cord-301811-ykpiorgo 81 4 death death NN cord-301811-ykpiorgo 81 5 process process NN cord-301811-ykpiorgo 81 6 is be VBZ cord-301811-ykpiorgo 81 7 a a DT cord-301811-ykpiorgo 81 8 continuous continuous JJ cord-301811-ykpiorgo 81 9 - - HYPH cord-301811-ykpiorgo 81 10 time time NN cord-301811-ykpiorgo 81 11 Markov Markov NNP cord-301811-ykpiorgo 81 12 process process NN cord-301811-ykpiorgo 81 13 in in IN cord-301811-ykpiorgo 81 14 which which WDT cord-301811-ykpiorgo 81 15 the the DT cord-301811-ykpiorgo 81 16 state state NN cord-301811-ykpiorgo 81 17 variable variable NN cord-301811-ykpiorgo 81 18 increases increase NNS cord-301811-ykpiorgo 81 19 and and CC cord-301811-ykpiorgo 81 20 decreases decrease NNS cord-301811-ykpiorgo 81 21 by by IN cord-301811-ykpiorgo 81 22 one one CD cord-301811-ykpiorgo 81 23 . . . cord-301811-ykpiorgo 82 1 The the DT cord-301811-ykpiorgo 82 2 increase increase NN cord-301811-ykpiorgo 82 3 ( ( -LRB- cord-301811-ykpiorgo 82 4 birth birth NN cord-301811-ykpiorgo 82 5 ) ) -RRB- cord-301811-ykpiorgo 82 6 and and CC cord-301811-ykpiorgo 82 7 decrease decrease NN cord-301811-ykpiorgo 82 8 ( ( -LRB- cord-301811-ykpiorgo 82 9 death death NN cord-301811-ykpiorgo 82 10 ) ) -RRB- cord-301811-ykpiorgo 82 11 of of IN cord-301811-ykpiorgo 82 12 the the DT cord-301811-ykpiorgo 82 13 state state NN cord-301811-ykpiorgo 82 14 variable variable NN cord-301811-ykpiorgo 82 15 occur occur VBP cord-301811-ykpiorgo 82 16 at at IN cord-301811-ykpiorgo 82 17 the the DT cord-301811-ykpiorgo 82 18 rates rate NNS cord-301811-ykpiorgo 82 19 which which WDT cord-301811-ykpiorgo 82 20 depend depend VBP cord-301811-ykpiorgo 82 21 on on IN cord-301811-ykpiorgo 82 22 the the DT cord-301811-ykpiorgo 82 23 state state NN cord-301811-ykpiorgo 82 24 variable variable NN cord-301811-ykpiorgo 82 25 . . . cord-301811-ykpiorgo 83 1 In in IN cord-301811-ykpiorgo 83 2 the the DT cord-301811-ykpiorgo 83 3 case case NN cord-301811-ykpiorgo 83 4 of of IN cord-301811-ykpiorgo 83 5 infectious infectious JJ cord-301811-ykpiorgo 83 6 diseases disease NNS cord-301811-ykpiorgo 83 7 , , , cord-301811-ykpiorgo 83 8 the the DT cord-301811-ykpiorgo 83 9 state state NN cord-301811-ykpiorgo 83 10 variable variable NN cord-301811-ykpiorgo 83 11 is be VBZ cord-301811-ykpiorgo 83 12 the the DT cord-301811-ykpiorgo 83 13 number number NN cord-301811-ykpiorgo 83 14 of of IN cord-301811-ykpiorgo 83 15 infected infected JJ cord-301811-ykpiorgo 83 16 individuals individual NNS cord-301811-ykpiorgo 83 17 , , , cord-301811-ykpiorgo 83 18 and and CC cord-301811-ykpiorgo 83 19 the the DT cord-301811-ykpiorgo 83 20 birth birth NN cord-301811-ykpiorgo 83 21 and and CC cord-301811-ykpiorgo 83 22 death death NN cord-301811-ykpiorgo 83 23 rates rate NNS cord-301811-ykpiorgo 83 24 are be VBP cord-301811-ykpiorgo 83 25 the the DT cord-301811-ykpiorgo 83 26 infection infection NN cord-301811-ykpiorgo 83 27 and and CC cord-301811-ykpiorgo 83 28 recovery recovery NN cord-301811-ykpiorgo 83 29 rates rate NNS cord-301811-ykpiorgo 83 30 positively positively RB cord-301811-ykpiorgo 83 31 correlated correlate VBD cord-301811-ykpiorgo 83 32 with with IN cord-301811-ykpiorgo 83 33 the the DT cord-301811-ykpiorgo 83 34 state state NN cord-301811-ykpiorgo 83 35 variable variable NN cord-301811-ykpiorgo 83 36 . . . cord-301811-ykpiorgo 84 1 The the DT cord-301811-ykpiorgo 84 2 birth birth NN cord-301811-ykpiorgo 84 3 - - HYPH cord-301811-ykpiorgo 84 4 death death NN cord-301811-ykpiorgo 84 5 process process NN cord-301811-ykpiorgo 84 6 can can MD cord-301811-ykpiorgo 84 7 be be VB cord-301811-ykpiorgo 84 8 regarded regard VBN cord-301811-ykpiorgo 84 9 as as IN cord-301811-ykpiorgo 84 10 a a DT cord-301811-ykpiorgo 84 11 discretized discretize VBN cord-301811-ykpiorgo 84 12 SIS SIS NNP cord-301811-ykpiorgo 84 13 model model NN cord-301811-ykpiorgo 84 14 if if IN cord-301811-ykpiorgo 84 15 the the DT cord-301811-ykpiorgo 84 16 birth birth NN cord-301811-ykpiorgo 84 17 and and CC cord-301811-ykpiorgo 84 18 death death NN cord-301811-ykpiorgo 84 19 rates rate NNS cord-301811-ykpiorgo 84 20 are be VBP cord-301811-ykpiorgo 84 21 appropriately appropriately RB cord-301811-ykpiorgo 84 22 set set VBN cord-301811-ykpiorgo 84 23 . . . cord-301811-ykpiorgo 85 1 However however RB cord-301811-ykpiorgo 85 2 , , , cord-301811-ykpiorgo 85 3 some some DT cord-301811-ykpiorgo 85 4 modifications modification NNS cord-301811-ykpiorgo 85 5 are be VBP cord-301811-ykpiorgo 85 6 needed need VBN cord-301811-ykpiorgo 85 7 to to TO cord-301811-ykpiorgo 85 8 model model VB cord-301811-ykpiorgo 85 9 the the DT cord-301811-ykpiorgo 85 10 infection infection NN cord-301811-ykpiorgo 85 11 dynamics dynamic NNS cord-301811-ykpiorgo 85 12 SARS SARS NNP cord-301811-ykpiorgo 85 13 - - HYPH cord-301811-ykpiorgo 85 14 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 85 15 in in IN cord-301811-ykpiorgo 85 16 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 85 17 . . . cord-301811-ykpiorgo 86 1 Since since IN cord-301811-ykpiorgo 86 2 only only RB cord-301811-ykpiorgo 86 3 a a DT cord-301811-ykpiorgo 86 4 fraction fraction NN cord-301811-ykpiorgo 86 5 of of IN cord-301811-ykpiorgo 86 6 infected infected JJ cord-301811-ykpiorgo 86 7 individuals individual NNS cord-301811-ykpiorgo 86 8 are be VBP cord-301811-ykpiorgo 86 9 diagnosed diagnose VBN cord-301811-ykpiorgo 86 10 and and CC cord-301811-ykpiorgo 86 11 found find VBN cord-301811-ykpiorgo 86 12 in in IN cord-301811-ykpiorgo 86 13 the the DT cord-301811-ykpiorgo 86 14 contact contact NN cord-301811-ykpiorgo 86 15 tracing trace VBG cord-301811-ykpiorgo 86 16 , , , cord-301811-ykpiorgo 86 17 we -PRON- PRP cord-301811-ykpiorgo 86 18 do do VBP cord-301811-ykpiorgo 86 19 not not RB cord-301811-ykpiorgo 86 20 know know VB cord-301811-ykpiorgo 86 21 the the DT cord-301811-ykpiorgo 86 22 exact exact JJ cord-301811-ykpiorgo 86 23 number number NN cord-301811-ykpiorgo 86 24 of of IN cord-301811-ykpiorgo 86 25 infected infected JJ cord-301811-ykpiorgo 86 26 individuals individual NNS cord-301811-ykpiorgo 86 27 . . . cord-301811-ykpiorgo 87 1 We -PRON- PRP cord-301811-ykpiorgo 87 2 have have VBP cord-301811-ykpiorgo 87 3 to to TO cord-301811-ykpiorgo 87 4 estimate estimate VB cord-301811-ykpiorgo 87 5 the the DT cord-301811-ykpiorgo 87 6 number number NN cord-301811-ykpiorgo 87 7 of of IN cord-301811-ykpiorgo 87 8 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 87 9 individuals individual NNS cord-301811-ykpiorgo 87 10 by by IN cord-301811-ykpiorgo 87 11 using use VBG cord-301811-ykpiorgo 87 12 the the DT cord-301811-ykpiorgo 87 13 information information NN cord-301811-ykpiorgo 87 14 obtained obtain VBN cord-301811-ykpiorgo 87 15 in in IN cord-301811-ykpiorgo 87 16 the the DT cord-301811-ykpiorgo 87 17 contact contact NN cord-301811-ykpiorgo 87 18 tracing trace VBG cord-301811-ykpiorgo 87 19 . . . cord-301811-ykpiorgo 88 1 The the DT cord-301811-ykpiorgo 88 2 process process NN cord-301811-ykpiorgo 88 3 of of IN cord-301811-ykpiorgo 88 4 diagnosis diagnosis NN cord-301811-ykpiorgo 88 5 and and CC cord-301811-ykpiorgo 88 6 contact contact NN cord-301811-ykpiorgo 88 7 tracing tracing NN cord-301811-ykpiorgo 88 8 must must MD cord-301811-ykpiorgo 88 9 be be VB cord-301811-ykpiorgo 88 10 explicitly explicitly RB cord-301811-ykpiorgo 88 11 included include VBN cord-301811-ykpiorgo 88 12 in in IN cord-301811-ykpiorgo 88 13 the the DT cord-301811-ykpiorgo 88 14 model model NN cord-301811-ykpiorgo 88 15 to to TO cord-301811-ykpiorgo 88 16 take take VB cord-301811-ykpiorgo 88 17 advantage advantage NN cord-301811-ykpiorgo 88 18 of of IN cord-301811-ykpiorgo 88 19 information information NN cord-301811-ykpiorgo 88 20 on on IN cord-301811-ykpiorgo 88 21 the the DT cord-301811-ykpiorgo 88 22 contact contact NN cord-301811-ykpiorgo 88 23 between between IN cord-301811-ykpiorgo 88 24 infected infected JJ cord-301811-ykpiorgo 88 25 individuals individual NNS cord-301811-ykpiorgo 88 26 . . . cord-301811-ykpiorgo 89 1 We -PRON- PRP cord-301811-ykpiorgo 89 2 modeled model VBD cord-301811-ykpiorgo 89 3 the the DT cord-301811-ykpiorgo 89 4 contact contact NN cord-301811-ykpiorgo 89 5 tracing tracing NN cord-301811-ykpiorgo 89 6 of of IN cord-301811-ykpiorgo 89 7 SARS SARS NNP cord-301811-ykpiorgo 89 8 - - HYPH cord-301811-ykpiorgo 89 9 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 89 10 with with IN cord-301811-ykpiorgo 89 11 a a DT cord-301811-ykpiorgo 89 12 variant variant NN cord-301811-ykpiorgo 89 13 of of IN cord-301811-ykpiorgo 89 14 the the DT cord-301811-ykpiorgo 89 15 continuous continuous JJ cord-301811-ykpiorgo 89 16 - - HYPH cord-301811-ykpiorgo 89 17 time time NN cord-301811-ykpiorgo 89 18 birth birth NN cord-301811-ykpiorgo 89 19 - - HYPH cord-301811-ykpiorgo 89 20 death death NN cord-301811-ykpiorgo 89 21 process process NN cord-301811-ykpiorgo 89 22 , , , cord-301811-ykpiorgo 89 23 referred refer VBD cord-301811-ykpiorgo 89 24 to to IN cord-301811-ykpiorgo 89 25 as as IN cord-301811-ykpiorgo 89 26 the the DT cord-301811-ykpiorgo 89 27 birth birth NN cord-301811-ykpiorgo 89 28 - - HYPH cord-301811-ykpiorgo 89 29 death death NN cord-301811-ykpiorgo 89 30 process process NN cord-301811-ykpiorgo 89 31 with with IN cord-301811-ykpiorgo 89 32 recursive recursive JJ cord-301811-ykpiorgo 89 33 full full JJ cord-301811-ykpiorgo 89 34 tracing tracing NN cord-301811-ykpiorgo 89 35 [ [ -LRB- cord-301811-ykpiorgo 89 36 17 17 CD cord-301811-ykpiorgo 89 37 ] ] -RRB- cord-301811-ykpiorgo 89 38 . . . cord-301811-ykpiorgo 90 1 We -PRON- PRP cord-301811-ykpiorgo 90 2 used use VBD cord-301811-ykpiorgo 90 3 an an DT cord-301811-ykpiorgo 90 4 extended extended JJ cord-301811-ykpiorgo 90 5 model model NN cord-301811-ykpiorgo 90 6 [ [ -LRB- cord-301811-ykpiorgo 90 7 10 10 CD cord-301811-ykpiorgo 90 8 , , , cord-301811-ykpiorgo 90 9 13 13 CD cord-301811-ykpiorgo 90 10 ] ] -RRB- cord-301811-ykpiorgo 90 11 to to TO cord-301811-ykpiorgo 90 12 take take VB cord-301811-ykpiorgo 90 13 into into IN cord-301811-ykpiorgo 90 14 account account NN cord-301811-ykpiorgo 90 15 the the DT cord-301811-ykpiorgo 90 16 effect effect NN cord-301811-ykpiorgo 90 17 of of IN cord-301811-ykpiorgo 90 18 the the DT cord-301811-ykpiorgo 90 19 stochastic stochastic JJ cord-301811-ykpiorgo 90 20 diagnosis diagnosis NN cord-301811-ykpiorgo 90 21 of of IN cord-301811-ykpiorgo 90 22 individuals individual NNS cord-301811-ykpiorgo 90 23 and and CC cord-301811-ykpiorgo 90 24 the the DT cord-301811-ykpiorgo 90 25 elimination elimination NN cord-301811-ykpiorgo 90 26 of of IN cord-301811-ykpiorgo 90 27 the the DT cord-301811-ykpiorgo 90 28 cluster cluster NN cord-301811-ykpiorgo 90 29 from from IN cord-301811-ykpiorgo 90 30 the the DT cord-301811-ykpiorgo 90 31 population population NN cord-301811-ykpiorgo 90 32 . . . cord-301811-ykpiorgo 91 1 The the DT cord-301811-ykpiorgo 91 2 model model NN cord-301811-ykpiorgo 91 3 consists consist VBZ cord-301811-ykpiorgo 91 4 of of IN cord-301811-ykpiorgo 91 5 a a DT cord-301811-ykpiorgo 91 6 network network NN cord-301811-ykpiorgo 91 7 whose whose WP$ cord-301811-ykpiorgo 91 8 nodes node NNS cord-301811-ykpiorgo 91 9 and and CC cord-301811-ykpiorgo 91 10 edges edge NNS cord-301811-ykpiorgo 91 11 are be VBP cord-301811-ykpiorgo 91 12 continually continually RB cord-301811-ykpiorgo 91 13 generated generate VBN cord-301811-ykpiorgo 91 14 and and CC cord-301811-ykpiorgo 91 15 removed remove VBN cord-301811-ykpiorgo 91 16 ( ( -LRB- cord-301811-ykpiorgo 91 17 Fig Fig NNP cord-301811-ykpiorgo 91 18 2 2 CD cord-301811-ykpiorgo 91 19 ) ) -RRB- cord-301811-ykpiorgo 91 20 . . . cord-301811-ykpiorgo 92 1 The the DT cord-301811-ykpiorgo 92 2 lifetime lifetime NN cord-301811-ykpiorgo 92 3 of of IN cord-301811-ykpiorgo 92 4 a a DT cord-301811-ykpiorgo 92 5 node node NN cord-301811-ykpiorgo 92 6 is be VBZ cord-301811-ykpiorgo 92 7 a a DT cord-301811-ykpiorgo 92 8 random random JJ cord-301811-ykpiorgo 92 9 variable variable NN cord-301811-ykpiorgo 92 10 drawn draw VBN cord-301811-ykpiorgo 92 11 from from IN cord-301811-ykpiorgo 92 12 the the DT cord-301811-ykpiorgo 92 13 exponential exponential JJ cord-301811-ykpiorgo 92 14 distribution distribution NN cord-301811-ykpiorgo 92 15 with with IN cord-301811-ykpiorgo 92 16 the the DT cord-301811-ykpiorgo 92 17 scale scale NN cord-301811-ykpiorgo 92 18 parameter parameter NN cord-301811-ykpiorgo 92 19 1 1 CD cord-301811-ykpiorgo 92 20 / / SYM cord-301811-ykpiorgo 92 21 γ γ NN cord-301811-ykpiorgo 92 22 . . . cord-301811-ykpiorgo 93 1 During during IN cord-301811-ykpiorgo 93 2 its -PRON- PRP$ cord-301811-ykpiorgo 93 3 lifetime lifetime NN cord-301811-ykpiorgo 93 4 , , , cord-301811-ykpiorgo 93 5 a a DT cord-301811-ykpiorgo 93 6 node node NN cord-301811-ykpiorgo 93 7 gives give VBZ cord-301811-ykpiorgo 93 8 birth birth NN cord-301811-ykpiorgo 93 9 to to IN cord-301811-ykpiorgo 93 10 nodes node NNS cord-301811-ykpiorgo 93 11 according accord VBG cord-301811-ykpiorgo 93 12 to to IN cord-301811-ykpiorgo 93 13 a a DT cord-301811-ykpiorgo 93 14 Poisson Poisson NNP cord-301811-ykpiorgo 93 15 point point NN cord-301811-ykpiorgo 93 16 process process NN cord-301811-ykpiorgo 93 17 with with IN cord-301811-ykpiorgo 93 18 the the DT cord-301811-ykpiorgo 93 19 stationary stationary JJ cord-301811-ykpiorgo 93 20 rate rate NN cord-301811-ykpiorgo 93 21 β β NN cord-301811-ykpiorgo 93 22 0 0 CD cord-301811-ykpiorgo 93 23 and and CC cord-301811-ykpiorgo 93 24 is be VBZ cord-301811-ykpiorgo 93 25 connected connect VBN cord-301811-ykpiorgo 93 26 to to IN cord-301811-ykpiorgo 93 27 these these DT cord-301811-ykpiorgo 93 28 offspring offspring NN cord-301811-ykpiorgo 93 29 nodes node NNS cord-301811-ykpiorgo 93 30 ( ( -LRB- cord-301811-ykpiorgo 93 31 Fig Fig NNP cord-301811-ykpiorgo 93 32 2 2 CD cord-301811-ykpiorgo 93 33 , , , cord-301811-ykpiorgo 93 34 green green JJ cord-301811-ykpiorgo 93 35 circle circle NN cord-301811-ykpiorgo 93 36 ) ) -RRB- cord-301811-ykpiorgo 93 37 . . . cord-301811-ykpiorgo 94 1 When when WRB cord-301811-ykpiorgo 94 2 the the DT cord-301811-ykpiorgo 94 3 lifetime lifetime NN cord-301811-ykpiorgo 94 4 of of IN cord-301811-ykpiorgo 94 5 a a DT cord-301811-ykpiorgo 94 6 node node NN cord-301811-ykpiorgo 94 7 ends end VBZ cord-301811-ykpiorgo 94 8 , , , cord-301811-ykpiorgo 94 9 the the DT cord-301811-ykpiorgo 94 10 node node NN cord-301811-ykpiorgo 94 11 and and CC cord-301811-ykpiorgo 94 12 its -PRON- PRP$ cord-301811-ykpiorgo 94 13 edges edge NNS cord-301811-ykpiorgo 94 14 are be VBP cord-301811-ykpiorgo 94 15 removed remove VBN cord-301811-ykpiorgo 94 16 from from IN cord-301811-ykpiorgo 94 17 the the DT cord-301811-ykpiorgo 94 18 network network NN cord-301811-ykpiorgo 94 19 ( ( -LRB- cord-301811-ykpiorgo 94 20 Fig Fig NNP cord-301811-ykpiorgo 94 21 2 2 CD cord-301811-ykpiorgo 94 22 , , , cord-301811-ykpiorgo 94 23 dotted dotted JJ cord-301811-ykpiorgo 94 24 _SP cord-301811-ykpiorgo 94 25 circle circle NN cord-301811-ykpiorgo 94 26 ) ) -RRB- cord-301811-ykpiorgo 94 27 . . . cord-301811-ykpiorgo 95 1 For for IN cord-301811-ykpiorgo 95 2 the the DT cord-301811-ykpiorgo 95 3 infection infection NN cord-301811-ykpiorgo 95 4 dynamics dynamic NNS cord-301811-ykpiorgo 95 5 of of IN cord-301811-ykpiorgo 95 6 SARS SARS NNP cord-301811-ykpiorgo 95 7 - - HYPH cord-301811-ykpiorgo 95 8 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 95 9 , , , cord-301811-ykpiorgo 95 10 the the DT cord-301811-ykpiorgo 95 11 nodes node NNS cord-301811-ykpiorgo 95 12 and and CC cord-301811-ykpiorgo 95 13 their -PRON- PRP$ cord-301811-ykpiorgo 95 14 birth birth NN cord-301811-ykpiorgo 95 15 and and CC cord-301811-ykpiorgo 95 16 death death NN cord-301811-ykpiorgo 95 17 can can MD cord-301811-ykpiorgo 95 18 be be VB cord-301811-ykpiorgo 95 19 regarded regard VBN cord-301811-ykpiorgo 95 20 as as IN cord-301811-ykpiorgo 95 21 symptomatic symptomatic JJ cord-301811-ykpiorgo 95 22 patients patient NNS cord-301811-ykpiorgo 95 23 and and CC cord-301811-ykpiorgo 95 24 their -PRON- PRP$ cord-301811-ykpiorgo 95 25 onset onset NN cord-301811-ykpiorgo 95 26 of of IN cord-301811-ykpiorgo 95 27 symptoms symptom NNS cord-301811-ykpiorgo 95 28 or or CC cord-301811-ykpiorgo 95 29 infection infection NN cord-301811-ykpiorgo 95 30 and and CC cord-301811-ykpiorgo 95 31 recovery recovery NN cord-301811-ykpiorgo 95 32 from from IN cord-301811-ykpiorgo 95 33 the the DT cord-301811-ykpiorgo 95 34 disease disease NN cord-301811-ykpiorgo 95 35 . . . cord-301811-ykpiorgo 96 1 In in IN cord-301811-ykpiorgo 96 2 the the DT cord-301811-ykpiorgo 96 3 limit limit NN cord-301811-ykpiorgo 96 4 of of IN cord-301811-ykpiorgo 96 5 an an DT cord-301811-ykpiorgo 96 6 infinite infinite JJ cord-301811-ykpiorgo 96 7 number number NN cord-301811-ykpiorgo 96 8 of of IN cord-301811-ykpiorgo 96 9 nodes node NNS cord-301811-ykpiorgo 96 10 , , , cord-301811-ykpiorgo 96 11 the the DT cord-301811-ykpiorgo 96 12 dynamics dynamic NNS cord-301811-ykpiorgo 96 13 of of IN cord-301811-ykpiorgo 96 14 the the DT cord-301811-ykpiorgo 96 15 number number NN cord-301811-ykpiorgo 96 16 of of IN cord-301811-ykpiorgo 96 17 nodes node NNS cord-301811-ykpiorgo 96 18 of of IN cord-301811-ykpiorgo 96 19 birth birth NN cord-301811-ykpiorgo 96 20 - - HYPH cord-301811-ykpiorgo 96 21 death death NN cord-301811-ykpiorgo 96 22 processes process NNS cord-301811-ykpiorgo 96 23 are be VBP cord-301811-ykpiorgo 96 24 approximated approximate VBN cord-301811-ykpiorgo 96 25 by by IN cord-301811-ykpiorgo 96 26 the the DT cord-301811-ykpiorgo 96 27 SIR SIR NNP cord-301811-ykpiorgo 96 28 model model NN cord-301811-ykpiorgo 96 29 . . . cord-301811-ykpiorgo 97 1 Asymptomatic asymptomatic JJ cord-301811-ykpiorgo 97 2 infected infect VBN cord-301811-ykpiorgo 97 3 individuals individual NNS cord-301811-ykpiorgo 97 4 are be VBP cord-301811-ykpiorgo 97 5 not not RB cord-301811-ykpiorgo 97 6 included include VBN cord-301811-ykpiorgo 97 7 in in IN cord-301811-ykpiorgo 97 8 this this DT cord-301811-ykpiorgo 97 9 model model NN cord-301811-ykpiorgo 97 10 , , , cord-301811-ykpiorgo 97 11 and and CC cord-301811-ykpiorgo 97 12 the the DT cord-301811-ykpiorgo 97 13 incubation incubation NN cord-301811-ykpiorgo 97 14 period period NN cord-301811-ykpiorgo 97 15 is be VBZ cord-301811-ykpiorgo 97 16 ignored ignore VBN cord-301811-ykpiorgo 97 17 . . . cord-301811-ykpiorgo 98 1 The the DT cord-301811-ykpiorgo 98 2 difference difference NN cord-301811-ykpiorgo 98 3 between between IN cord-301811-ykpiorgo 98 4 the the DT cord-301811-ykpiorgo 98 5 model model NN cord-301811-ykpiorgo 98 6 by by IN cord-301811-ykpiorgo 98 7 Müller Müller NNP cord-301811-ykpiorgo 98 8 and and CC cord-301811-ykpiorgo 98 9 colleagues colleague NNS cord-301811-ykpiorgo 98 10 [ [ -LRB- cord-301811-ykpiorgo 98 11 10 10 CD cord-301811-ykpiorgo 98 12 ] ] -RRB- cord-301811-ykpiorgo 98 13 and and CC cord-301811-ykpiorgo 98 14 the the DT cord-301811-ykpiorgo 98 15 present present JJ cord-301811-ykpiorgo 98 16 model model NN cord-301811-ykpiorgo 98 17 is be VBZ cord-301811-ykpiorgo 98 18 as as IN cord-301811-ykpiorgo 98 19 follows follow VBZ cord-301811-ykpiorgo 98 20 . . . cord-301811-ykpiorgo 99 1 First first RB cord-301811-ykpiorgo 99 2 , , , cord-301811-ykpiorgo 99 3 in in IN cord-301811-ykpiorgo 99 4 the the DT cord-301811-ykpiorgo 99 5 former former JJ cord-301811-ykpiorgo 99 6 , , , cord-301811-ykpiorgo 99 7 contact contact NN cord-301811-ykpiorgo 99 8 tracing tracing NN cord-301811-ykpiorgo 99 9 can can MD cord-301811-ykpiorgo 99 10 not not RB cord-301811-ykpiorgo 99 11 necessarily necessarily RB cord-301811-ykpiorgo 99 12 find find VB cord-301811-ykpiorgo 99 13 all all DT cord-301811-ykpiorgo 99 14 infected infect VBN cord-301811-ykpiorgo 99 15 individuals individual NNS cord-301811-ykpiorgo 99 16 in in IN cord-301811-ykpiorgo 99 17 the the DT cord-301811-ykpiorgo 99 18 cluster cluster NN cord-301811-ykpiorgo 99 19 of of IN cord-301811-ykpiorgo 99 20 a a DT cord-301811-ykpiorgo 99 21 diagnosed diagnose VBN cord-301811-ykpiorgo 99 22 patient patient NN cord-301811-ykpiorgo 99 23 whereas whereas RB cord-301811-ykpiorgo 99 24 , , , cord-301811-ykpiorgo 99 25 in in IN cord-301811-ykpiorgo 99 26 the the DT cord-301811-ykpiorgo 99 27 latter latter JJ cord-301811-ykpiorgo 99 28 , , , cord-301811-ykpiorgo 99 29 contact contact NN cord-301811-ykpiorgo 99 30 tracing tracing NN cord-301811-ykpiorgo 99 31 finds find VBZ cord-301811-ykpiorgo 99 32 all all DT cord-301811-ykpiorgo 99 33 individuals individual NNS cord-301811-ykpiorgo 99 34 in in IN cord-301811-ykpiorgo 99 35 the the DT cord-301811-ykpiorgo 99 36 cluster cluster NN cord-301811-ykpiorgo 99 37 . . . cord-301811-ykpiorgo 100 1 Second second RB cord-301811-ykpiorgo 100 2 , , , cord-301811-ykpiorgo 100 3 the the DT cord-301811-ykpiorgo 100 4 influx influx NN cord-301811-ykpiorgo 100 5 of of IN cord-301811-ykpiorgo 100 6 infected infected JJ cord-301811-ykpiorgo 100 7 individuals individual NNS cord-301811-ykpiorgo 100 8 is be VBZ cord-301811-ykpiorgo 100 9 incorporated incorporate VBN cord-301811-ykpiorgo 100 10 only only RB cord-301811-ykpiorgo 100 11 in in IN cord-301811-ykpiorgo 100 12 the the DT cord-301811-ykpiorgo 100 13 present present JJ cord-301811-ykpiorgo 100 14 model model NN cord-301811-ykpiorgo 100 15 . . . cord-301811-ykpiorgo 101 1 The the DT cord-301811-ykpiorgo 101 2 birth birth NN cord-301811-ykpiorgo 101 3 - - HYPH cord-301811-ykpiorgo 101 4 death death NN cord-301811-ykpiorgo 101 5 process process NN cord-301811-ykpiorgo 101 6 with with IN cord-301811-ykpiorgo 101 7 recursive recursive JJ cord-301811-ykpiorgo 101 8 full full JJ cord-301811-ykpiorgo 101 9 tracing tracing NN cord-301811-ykpiorgo 101 10 incorporates incorporate VBZ cord-301811-ykpiorgo 101 11 the the DT cord-301811-ykpiorgo 101 12 diagnosis diagnosis NN cord-301811-ykpiorgo 101 13 and and CC cord-301811-ykpiorgo 101 14 quarantine quarantine NN cord-301811-ykpiorgo 101 15 of of IN cord-301811-ykpiorgo 101 16 patients patient NNS cord-301811-ykpiorgo 101 17 in in IN cord-301811-ykpiorgo 101 18 addition addition NN cord-301811-ykpiorgo 101 19 to to IN cord-301811-ykpiorgo 101 20 the the DT cord-301811-ykpiorgo 101 21 features feature NNS cord-301811-ykpiorgo 101 22 of of IN cord-301811-ykpiorgo 101 23 continuous continuous JJ cord-301811-ykpiorgo 101 24 - - HYPH cord-301811-ykpiorgo 101 25 time time NN cord-301811-ykpiorgo 101 26 birth birth NN cord-301811-ykpiorgo 101 27 - - HYPH cord-301811-ykpiorgo 101 28 death death NN cord-301811-ykpiorgo 101 29 processes process NNS cord-301811-ykpiorgo 101 30 . . . cord-301811-ykpiorgo 102 1 The the DT cord-301811-ykpiorgo 102 2 time time NN cord-301811-ykpiorgo 102 3 from from IN cord-301811-ykpiorgo 102 4 infection infection NN cord-301811-ykpiorgo 102 5 to to IN cord-301811-ykpiorgo 102 6 diagnosis diagnosis NN cord-301811-ykpiorgo 102 7 of of IN cord-301811-ykpiorgo 102 8 a a DT cord-301811-ykpiorgo 102 9 node node NN cord-301811-ykpiorgo 102 10 is be VBZ cord-301811-ykpiorgo 102 11 a a DT cord-301811-ykpiorgo 102 12 random random JJ cord-301811-ykpiorgo 102 13 variable variable NN cord-301811-ykpiorgo 102 14 drawn draw VBN cord-301811-ykpiorgo 102 15 from from IN cord-301811-ykpiorgo 102 16 the the DT cord-301811-ykpiorgo 102 17 exponential exponential JJ cord-301811-ykpiorgo 102 18 distribution distribution NN cord-301811-ykpiorgo 102 19 with with IN cord-301811-ykpiorgo 102 20 the the DT cord-301811-ykpiorgo 102 21 scale scale NN cord-301811-ykpiorgo 102 22 parameter parameter NN cord-301811-ykpiorgo 102 23 1 1 CD cord-301811-ykpiorgo 102 24 / / SYM cord-301811-ykpiorgo 102 25 κ κ NN cord-301811-ykpiorgo 102 26 . . . cord-301811-ykpiorgo 103 1 If if IN cord-301811-ykpiorgo 103 2 the the DT cord-301811-ykpiorgo 103 3 diagnosis diagnosis NN cord-301811-ykpiorgo 103 4 occurs occur VBZ cord-301811-ykpiorgo 103 5 earlier early RBR cord-301811-ykpiorgo 103 6 than than IN cord-301811-ykpiorgo 103 7 the the DT cord-301811-ykpiorgo 103 8 recovery recovery NN cord-301811-ykpiorgo 103 9 , , , cord-301811-ykpiorgo 103 10 the the DT cord-301811-ykpiorgo 103 11 node node NN cord-301811-ykpiorgo 103 12 is be VBZ cord-301811-ykpiorgo 103 13 removed remove VBN cord-301811-ykpiorgo 103 14 from from IN cord-301811-ykpiorgo 103 15 the the DT cord-301811-ykpiorgo 103 16 network network NN cord-301811-ykpiorgo 103 17 at at IN cord-301811-ykpiorgo 103 18 the the DT cord-301811-ykpiorgo 103 19 diagnosis diagnosis NN cord-301811-ykpiorgo 103 20 , , , cord-301811-ykpiorgo 103 21 representing represent VBG cord-301811-ykpiorgo 103 22 the the DT cord-301811-ykpiorgo 103 23 quarantine quarantine NN cord-301811-ykpiorgo 103 24 of of IN cord-301811-ykpiorgo 103 25 the the DT cord-301811-ykpiorgo 103 26 diagnosed diagnosed JJ cord-301811-ykpiorgo 103 27 patient patient NN cord-301811-ykpiorgo 103 28 ( ( -LRB- cord-301811-ykpiorgo 103 29 Fig Fig NNP cord-301811-ykpiorgo 103 30 2 2 CD cord-301811-ykpiorgo 103 31 , , , cord-301811-ykpiorgo 103 32 gray gray JJ cord-301811-ykpiorgo 103 33 filled fill VBN cord-301811-ykpiorgo 103 34 circle circle NN cord-301811-ykpiorgo 103 35 ) ) -RRB- cord-301811-ykpiorgo 103 36 . . . cord-301811-ykpiorgo 104 1 At at IN cord-301811-ykpiorgo 104 2 the the DT cord-301811-ykpiorgo 104 3 same same JJ cord-301811-ykpiorgo 104 4 time time NN cord-301811-ykpiorgo 104 5 , , , cord-301811-ykpiorgo 104 6 the the DT cord-301811-ykpiorgo 104 7 nodes node NNS cord-301811-ykpiorgo 104 8 in in IN cord-301811-ykpiorgo 104 9 the the DT cord-301811-ykpiorgo 104 10 connected connected JJ cord-301811-ykpiorgo 104 11 component component NN cord-301811-ykpiorgo 104 12 containing contain VBG cord-301811-ykpiorgo 104 13 the the DT cord-301811-ykpiorgo 104 14 diagnosed diagnose VBN cord-301811-ykpiorgo 104 15 node node NN cord-301811-ykpiorgo 104 16 are be VBP cord-301811-ykpiorgo 104 17 also also RB cord-301811-ykpiorgo 104 18 removed remove VBN cord-301811-ykpiorgo 104 19 from from IN cord-301811-ykpiorgo 104 20 the the DT cord-301811-ykpiorgo 104 21 network network NN cord-301811-ykpiorgo 104 22 , , , cord-301811-ykpiorgo 104 23 which which WDT cord-301811-ykpiorgo 104 24 corresponds correspond VBZ cord-301811-ykpiorgo 104 25 to to IN cord-301811-ykpiorgo 104 26 the the DT cord-301811-ykpiorgo 104 27 contact contact NN cord-301811-ykpiorgo 104 28 tracing tracing NN cord-301811-ykpiorgo 104 29 of of IN cord-301811-ykpiorgo 104 30 the the DT cord-301811-ykpiorgo 104 31 infected infect VBN cord-301811-ykpiorgo 104 32 individuals individual NNS cord-301811-ykpiorgo 104 33 ( ( -LRB- cord-301811-ykpiorgo 104 34 Fig Fig NNP cord-301811-ykpiorgo 104 35 2 2 CD cord-301811-ykpiorgo 104 36 , , , cord-301811-ykpiorgo 104 37 gray gray JJ cord-301811-ykpiorgo 104 38 open open JJ cord-301811-ykpiorgo 104 39 circles circle NNS cord-301811-ykpiorgo 104 40 ) ) -RRB- cord-301811-ykpiorgo 104 41 . . . cord-301811-ykpiorgo 105 1 Infections infection NNS cord-301811-ykpiorgo 105 2 that that WDT cord-301811-ykpiorgo 105 3 are be VBP cord-301811-ykpiorgo 105 4 to to TO cord-301811-ykpiorgo 105 5 be be VB cord-301811-ykpiorgo 105 6 caused cause VBN cord-301811-ykpiorgo 105 7 by by IN cord-301811-ykpiorgo 105 8 these these DT cord-301811-ykpiorgo 105 9 removed remove VBN cord-301811-ykpiorgo 105 10 nodes node NNS cord-301811-ykpiorgo 105 11 later later RB cord-301811-ykpiorgo 105 12 than than IN cord-301811-ykpiorgo 105 13 the the DT cord-301811-ykpiorgo 105 14 removal removal NN cord-301811-ykpiorgo 105 15 are be VBP cord-301811-ykpiorgo 105 16 abolished abolish VBN cord-301811-ykpiorgo 105 17 because because IN cord-301811-ykpiorgo 105 18 the the DT cord-301811-ykpiorgo 105 19 diagnosed diagnose VBN cord-301811-ykpiorgo 105 20 individuals individual NNS cord-301811-ykpiorgo 105 21 are be VBP cord-301811-ykpiorgo 105 22 quarantined quarantine VBN cord-301811-ykpiorgo 105 23 . . . cord-301811-ykpiorgo 106 1 The the DT cord-301811-ykpiorgo 106 2 connected connected JJ cord-301811-ykpiorgo 106 3 component component NN cord-301811-ykpiorgo 106 4 of of IN cord-301811-ykpiorgo 106 5 the the DT cord-301811-ykpiorgo 106 6 diagnosed diagnose VBN cord-301811-ykpiorgo 106 7 individuals individual NNS cord-301811-ykpiorgo 106 8 corresponds correspond VBZ cord-301811-ykpiorgo 106 9 to to IN cord-301811-ykpiorgo 106 10 the the DT cord-301811-ykpiorgo 106 11 clusters cluster NNS cord-301811-ykpiorgo 106 12 in in IN cord-301811-ykpiorgo 106 13 the the DT cord-301811-ykpiorgo 106 14 datasets dataset NNS cord-301811-ykpiorgo 106 15 ( ( -LRB- cord-301811-ykpiorgo 106 16 Fig Fig NNP cord-301811-ykpiorgo 106 17 2 2 CD cord-301811-ykpiorgo 106 18 , , , cord-301811-ykpiorgo 106 19 dashed dash VBD cord-301811-ykpiorgo 106 20 rounded rounded JJ cord-301811-ykpiorgo 106 21 rectangle rectangle NN cord-301811-ykpiorgo 106 22 ) ) -RRB- cord-301811-ykpiorgo 106 23 . . . cord-301811-ykpiorgo 107 1 The the DT cord-301811-ykpiorgo 107 2 nodes node NNS cord-301811-ykpiorgo 107 3 in in IN cord-301811-ykpiorgo 107 4 the the DT cord-301811-ykpiorgo 107 5 connected connected JJ cord-301811-ykpiorgo 107 6 component component NN cord-301811-ykpiorgo 107 7 are be VBP cord-301811-ykpiorgo 107 8 counted count VBN cord-301811-ykpiorgo 107 9 among among IN cord-301811-ykpiorgo 107 10 diagnosed diagnosed JJ cord-301811-ykpiorgo 107 11 symptomatic symptomatic JJ cord-301811-ykpiorgo 107 12 groups group NNS cord-301811-ykpiorgo 107 13 . . . cord-301811-ykpiorgo 108 1 The the DT cord-301811-ykpiorgo 108 2 recovery recovery NN cord-301811-ykpiorgo 108 3 of of IN cord-301811-ykpiorgo 108 4 a a DT cord-301811-ykpiorgo 108 5 node node NN cord-301811-ykpiorgo 108 6 disconnects disconnect VBZ cord-301811-ykpiorgo 108 7 its -PRON- PRP$ cord-301811-ykpiorgo 108 8 neighboring neighboring NN cord-301811-ykpiorgo 108 9 nodes node NNS cord-301811-ykpiorgo 108 10 . . . cord-301811-ykpiorgo 109 1 For for IN cord-301811-ykpiorgo 109 2 example example NN cord-301811-ykpiorgo 109 3 , , , cord-301811-ykpiorgo 109 4 if if IN cord-301811-ykpiorgo 109 5 the the DT cord-301811-ykpiorgo 109 6 green green JJ cord-301811-ykpiorgo 109 7 node node NN cord-301811-ykpiorgo 109 8 in in IN cord-301811-ykpiorgo 109 9 Fig Fig NNP cord-301811-ykpiorgo 109 10 2 2 CD cord-301811-ykpiorgo 109 11 is be VBZ cord-301811-ykpiorgo 109 12 diagnosed diagnose VBN cord-301811-ykpiorgo 109 13 , , , cord-301811-ykpiorgo 109 14 the the DT cord-301811-ykpiorgo 109 15 cluster cluster NN cord-301811-ykpiorgo 109 16 of of IN cord-301811-ykpiorgo 109 17 size size NN cord-301811-ykpiorgo 109 18 2 2 CD cord-301811-ykpiorgo 109 19 but but CC cord-301811-ykpiorgo 109 20 not not RB cord-301811-ykpiorgo 109 21 of of IN cord-301811-ykpiorgo 109 22 size size NN cord-301811-ykpiorgo 109 23 4 4 CD cord-301811-ykpiorgo 109 24 is be VBZ cord-301811-ykpiorgo 109 25 reported report VBN cord-301811-ykpiorgo 109 26 . . . cord-301811-ykpiorgo 110 1 A a DT cord-301811-ykpiorgo 110 2 node node NN cord-301811-ykpiorgo 110 3 is be VBZ cord-301811-ykpiorgo 110 4 not not RB cord-301811-ykpiorgo 110 5 diagnosed diagnose VBN cord-301811-ykpiorgo 110 6 if if IN cord-301811-ykpiorgo 110 7 it -PRON- PRP cord-301811-ykpiorgo 110 8 has have VBZ cord-301811-ykpiorgo 110 9 been be VBN cord-301811-ykpiorgo 110 10 already already RB cord-301811-ykpiorgo 110 11 removed remove VBN cord-301811-ykpiorgo 110 12 . . . cord-301811-ykpiorgo 111 1 If if IN cord-301811-ykpiorgo 111 2 a a DT cord-301811-ykpiorgo 111 3 node node NN cord-301811-ykpiorgo 111 4 recovers recover VBZ cord-301811-ykpiorgo 111 5 before before IN cord-301811-ykpiorgo 111 6 it -PRON- PRP cord-301811-ykpiorgo 111 7 is be VBZ cord-301811-ykpiorgo 111 8 diagnosed diagnose VBN cord-301811-ykpiorgo 111 9 , , , cord-301811-ykpiorgo 111 10 this this DT cord-301811-ykpiorgo 111 11 node node NN cord-301811-ykpiorgo 111 12 is be VBZ cord-301811-ykpiorgo 111 13 counted count VBN cord-301811-ykpiorgo 111 14 among among IN cord-301811-ykpiorgo 111 15 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 111 16 symptomatic symptomatic JJ cord-301811-ykpiorgo 111 17 groups group NNS cord-301811-ykpiorgo 111 18 . . . cord-301811-ykpiorgo 112 1 The the DT cord-301811-ykpiorgo 112 2 simulation simulation NN cord-301811-ykpiorgo 112 3 of of IN cord-301811-ykpiorgo 112 4 the the DT cord-301811-ykpiorgo 112 5 model model NN cord-301811-ykpiorgo 112 6 is be VBZ cord-301811-ykpiorgo 112 7 implemented implement VBN cord-301811-ykpiorgo 112 8 as as IN cord-301811-ykpiorgo 112 9 follows follow VBZ cord-301811-ykpiorgo 112 10 . . . cord-301811-ykpiorgo 113 1 Nodes node NNS cord-301811-ykpiorgo 113 2 without without IN cord-301811-ykpiorgo 113 3 edges edge NNS cord-301811-ykpiorgo 113 4 are be VBP cord-301811-ykpiorgo 113 5 generated generate VBN cord-301811-ykpiorgo 113 6 in in IN cord-301811-ykpiorgo 113 7 the the DT cord-301811-ykpiorgo 113 8 network network NN cord-301811-ykpiorgo 113 9 according accord VBG cord-301811-ykpiorgo 113 10 to to IN cord-301811-ykpiorgo 113 11 a a DT cord-301811-ykpiorgo 113 12 Poisson Poisson NNP cord-301811-ykpiorgo 113 13 point point NN cord-301811-ykpiorgo 113 14 process process NN cord-301811-ykpiorgo 113 15 with with IN cord-301811-ykpiorgo 113 16 the the DT cord-301811-ykpiorgo 113 17 stationary stationary JJ cord-301811-ykpiorgo 113 18 rate rate NN cord-301811-ykpiorgo 113 19 λ λ NN cord-301811-ykpiorgo 113 20 = = NFP cord-301811-ykpiorgo 114 1 10 10 CD cord-301811-ykpiorgo 114 2 −5 −5 NNS cord-301811-ykpiorgo 115 1 ( ( -LRB- cord-301811-ykpiorgo 115 2 Fig Fig NNP cord-301811-ykpiorgo 115 3 2 2 CD cord-301811-ykpiorgo 115 4 , , , cord-301811-ykpiorgo 115 5 blue blue JJ cord-301811-ykpiorgo 115 6 circle circle NN cord-301811-ykpiorgo 115 7 ) ) -RRB- cord-301811-ykpiorgo 115 8 . . . cord-301811-ykpiorgo 116 1 The the DT cord-301811-ykpiorgo 116 2 value value NN cord-301811-ykpiorgo 116 3 of of IN cord-301811-ykpiorgo 116 4 λ λ NN cord-301811-ykpiorgo 116 5 is be VBZ cord-301811-ykpiorgo 116 6 inconsequential inconsequential JJ cord-301811-ykpiorgo 116 7 if if IN cord-301811-ykpiorgo 116 8 it -PRON- PRP cord-301811-ykpiorgo 116 9 is be VBZ cord-301811-ykpiorgo 116 10 small small JJ cord-301811-ykpiorgo 116 11 enough enough RB cord-301811-ykpiorgo 116 12 to to TO cord-301811-ykpiorgo 116 13 allow allow VB cord-301811-ykpiorgo 116 14 for for IN cord-301811-ykpiorgo 116 15 observing observe VBG cord-301811-ykpiorgo 116 16 the the DT cord-301811-ykpiorgo 116 17 cluster cluster NN cord-301811-ykpiorgo 116 18 size size NN cord-301811-ykpiorgo 116 19 and and CC cord-301811-ykpiorgo 116 20 time time NN cord-301811-ykpiorgo 116 21 from from IN cord-301811-ykpiorgo 116 22 onset onset NN cord-301811-ykpiorgo 116 23 to to IN cord-301811-ykpiorgo 116 24 diagnosis diagnosis NN cord-301811-ykpiorgo 116 25 distribution distribution NN cord-301811-ykpiorgo 116 26 at at IN cord-301811-ykpiorgo 116 27 the the DT cord-301811-ykpiorgo 116 28 steady steady JJ cord-301811-ykpiorgo 116 29 state state NN cord-301811-ykpiorgo 116 30 . . . cord-301811-ykpiorgo 117 1 On on IN cord-301811-ykpiorgo 117 2 the the DT cord-301811-ykpiorgo 117 3 generation generation NN cord-301811-ykpiorgo 117 4 of of IN cord-301811-ykpiorgo 117 5 node node NN cord-301811-ykpiorgo 117 6 i i PRP cord-301811-ykpiorgo 117 7 at at IN cord-301811-ykpiorgo 117 8 time time NN cord-301811-ykpiorgo 117 9 t t NNP cord-301811-ykpiorgo 117 10 0 0 CD cord-301811-ykpiorgo 117 11 i i NNP cord-301811-ykpiorgo 117 12 , , , cord-301811-ykpiorgo 117 13 its -PRON- PRP$ cord-301811-ykpiorgo 117 14 time time NN cord-301811-ykpiorgo 117 15 of of IN cord-301811-ykpiorgo 117 16 recovery recovery NN cord-301811-ykpiorgo 117 17 t t NNP cord-301811-ykpiorgo 117 18 r r NN cord-301811-ykpiorgo 117 19 i i NN cord-301811-ykpiorgo 117 20 and and CC cord-301811-ykpiorgo 117 21 time time NN cord-301811-ykpiorgo 117 22 of of IN cord-301811-ykpiorgo 117 23 diagnosis diagnosis NN cord-301811-ykpiorgo 117 24 t t NN cord-301811-ykpiorgo 117 25 d d NNP cord-301811-ykpiorgo 117 26 i i PRP cord-301811-ykpiorgo 117 27 are be VBP cord-301811-ykpiorgo 117 28 assigned assign VBN cord-301811-ykpiorgo 117 29 as as IN cord-301811-ykpiorgo 117 30 where where WRB cord-301811-ykpiorgo 117 31 the the DT cord-301811-ykpiorgo 117 32 recovery recovery NN cord-301811-ykpiorgo 117 33 rate rate NN cord-301811-ykpiorgo 117 34 γ γ NN cord-301811-ykpiorgo 117 35 and and CC cord-301811-ykpiorgo 117 36 the the DT cord-301811-ykpiorgo 117 37 diagnosis diagnosis NN cord-301811-ykpiorgo 117 38 rate rate NN cord-301811-ykpiorgo 117 39 κ κ NN cord-301811-ykpiorgo 117 40 are be VBP cord-301811-ykpiorgo 117 41 positive positive JJ cord-301811-ykpiorgo 117 42 constants constant NNS cord-301811-ykpiorgo 117 43 . . . cord-301811-ykpiorgo 118 1 During during IN cord-301811-ykpiorgo 118 2 t t NN cord-301811-ykpiorgo 118 3 0 0 CD cord-301811-ykpiorgo 118 4 i i PRP cord-301811-ykpiorgo 118 5 � � VBP cord-301811-ykpiorgo 118 6 t t NNP cord-301811-ykpiorgo 118 7 � � NNP cord-301811-ykpiorgo 118 8 min min NNP cord-301811-ykpiorgo 118 9 ðt ðt NNP cord-301811-ykpiorgo 118 10 r r NN cord-301811-ykpiorgo 118 11 i i NN cord-301811-ykpiorgo 118 12 ; ; : cord-301811-ykpiorgo 118 13 t t NNP cord-301811-ykpiorgo 118 14 d d NN cord-301811-ykpiorgo 118 15 i i IN cord-301811-ykpiorgo 118 16 Þ Þ NNP cord-301811-ykpiorgo 118 17 , , , cord-301811-ykpiorgo 118 18 node node NN cord-301811-ykpiorgo 118 19 i i PRP cord-301811-ykpiorgo 118 20 generates generate VBZ cord-301811-ykpiorgo 118 21 new new JJ cord-301811-ykpiorgo 118 22 nodes node NNS cord-301811-ykpiorgo 118 23 and and CC cord-301811-ykpiorgo 118 24 connects connect VBZ cord-301811-ykpiorgo 118 25 to to IN cord-301811-ykpiorgo 118 26 them -PRON- PRP cord-301811-ykpiorgo 118 27 according accord VBG cord-301811-ykpiorgo 118 28 to to IN cord-301811-ykpiorgo 118 29 a a DT cord-301811-ykpiorgo 118 30 Poission Poission NNP cord-301811-ykpiorgo 118 31 point point NN cord-301811-ykpiorgo 118 32 process process NN cord-301811-ykpiorgo 118 33 with with IN cord-301811-ykpiorgo 118 34 the the DT cord-301811-ykpiorgo 118 35 stationary stationary JJ cord-301811-ykpiorgo 118 36 rate rate NN cord-301811-ykpiorgo 118 37 β β NN cord-301811-ykpiorgo 118 38 0 0 CD cord-301811-ykpiorgo 118 39 > > XX cord-301811-ykpiorgo 118 40 0 0 NFP cord-301811-ykpiorgo 118 41 . . . cord-301811-ykpiorgo 119 1 At at IN cord-301811-ykpiorgo 119 2 t t NNP cord-301811-ykpiorgo 119 3 ¼ ¼ NNP cord-301811-ykpiorgo 119 4 t t NN cord-301811-ykpiorgo 120 1 r r LS cord-301811-ykpiorgo 120 2 i i PRP cord-301811-ykpiorgo 120 3 , , , cord-301811-ykpiorgo 120 4 if if IN cord-301811-ykpiorgo 120 5 node node NN cord-301811-ykpiorgo 120 6 i i PRP cord-301811-ykpiorgo 120 7 is be VBZ cord-301811-ykpiorgo 120 8 present present JJ cord-301811-ykpiorgo 120 9 in in IN cord-301811-ykpiorgo 120 10 the the DT cord-301811-ykpiorgo 120 11 network network NN cord-301811-ykpiorgo 120 12 , , , cord-301811-ykpiorgo 120 13 node node NN cord-301811-ykpiorgo 120 14 i i PRP cord-301811-ykpiorgo 120 15 and and CC cord-301811-ykpiorgo 120 16 its -PRON- PRP$ cord-301811-ykpiorgo 120 17 edges edge NNS cord-301811-ykpiorgo 120 18 are be VBP cord-301811-ykpiorgo 120 19 removed remove VBN cord-301811-ykpiorgo 120 20 from from IN cord-301811-ykpiorgo 120 21 the the DT cord-301811-ykpiorgo 120 22 network network NN cord-301811-ykpiorgo 120 23 . . . cord-301811-ykpiorgo 121 1 At at IN cord-301811-ykpiorgo 121 2 t t NNP cord-301811-ykpiorgo 121 3 ¼ ¼ NNP cord-301811-ykpiorgo 121 4 t t NNP cord-301811-ykpiorgo 121 5 d d NNP cord-301811-ykpiorgo 121 6 i i NNP cord-301811-ykpiorgo 121 7 , , , cord-301811-ykpiorgo 121 8 if if IN cord-301811-ykpiorgo 121 9 node node NN cord-301811-ykpiorgo 121 10 i i PRP cord-301811-ykpiorgo 121 11 is be VBZ cord-301811-ykpiorgo 121 12 present present JJ cord-301811-ykpiorgo 121 13 in in IN cord-301811-ykpiorgo 121 14 the the DT cord-301811-ykpiorgo 121 15 network network NN cord-301811-ykpiorgo 121 16 , , , cord-301811-ykpiorgo 121 17 the the DT cord-301811-ykpiorgo 121 18 nodes node NNS cord-301811-ykpiorgo 121 19 in in IN cord-301811-ykpiorgo 121 20 the the DT cord-301811-ykpiorgo 121 21 same same JJ cord-301811-ykpiorgo 121 22 connected connected JJ cord-301811-ykpiorgo 121 23 component component NN cord-301811-ykpiorgo 121 24 containing contain VBG cord-301811-ykpiorgo 121 25 node node NN cord-301811-ykpiorgo 121 26 i i PRP cord-301811-ykpiorgo 121 27 and and CC cord-301811-ykpiorgo 121 28 their -PRON- PRP$ cord-301811-ykpiorgo 121 29 edges edge NNS cord-301811-ykpiorgo 121 30 are be VBP cord-301811-ykpiorgo 121 31 removed remove VBN cord-301811-ykpiorgo 121 32 from from IN cord-301811-ykpiorgo 121 33 the the DT cord-301811-ykpiorgo 121 34 network network NN cord-301811-ykpiorgo 121 35 . . . cord-301811-ykpiorgo 122 1 Let let VB cord-301811-ykpiorgo 122 2 us -PRON- PRP cord-301811-ykpiorgo 122 3 note note VB cord-301811-ykpiorgo 122 4 that that IN cord-301811-ykpiorgo 122 5 β β NN cord-301811-ykpiorgo 122 6 0 0 CD cord-301811-ykpiorgo 122 7 is be VBZ cord-301811-ykpiorgo 122 8 the the DT cord-301811-ykpiorgo 122 9 rate rate NN cord-301811-ykpiorgo 122 10 of of IN cord-301811-ykpiorgo 122 11 infection infection NN cord-301811-ykpiorgo 122 12 giving give VBG cord-301811-ykpiorgo 122 13 rise rise NN cord-301811-ykpiorgo 122 14 to to IN cord-301811-ykpiorgo 122 15 symptomatic symptomatic JJ cord-301811-ykpiorgo 122 16 patients patient NNS cord-301811-ykpiorgo 122 17 , , , cord-301811-ykpiorgo 122 18 not not RB cord-301811-ykpiorgo 122 19 the the DT cord-301811-ykpiorgo 122 20 rate rate NN cord-301811-ykpiorgo 122 21 of of IN cord-301811-ykpiorgo 122 22 infection infection NN cord-301811-ykpiorgo 122 23 giving give VBG cord-301811-ykpiorgo 122 24 rise rise NN cord-301811-ykpiorgo 122 25 to to IN cord-301811-ykpiorgo 122 26 symptomatic symptomatic JJ cord-301811-ykpiorgo 122 27 and and CC cord-301811-ykpiorgo 122 28 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 122 29 patients patient NNS cord-301811-ykpiorgo 122 30 . . . cord-301811-ykpiorgo 123 1 This this DT cord-301811-ykpiorgo 123 2 is be VBZ cord-301811-ykpiorgo 123 3 because because IN cord-301811-ykpiorgo 123 4 all all DT cord-301811-ykpiorgo 123 5 nodes node NNS cord-301811-ykpiorgo 123 6 in in IN cord-301811-ykpiorgo 123 7 the the DT cord-301811-ykpiorgo 123 8 model model NN cord-301811-ykpiorgo 123 9 are be VBP cord-301811-ykpiorgo 123 10 capable capable JJ cord-301811-ykpiorgo 123 11 of of IN cord-301811-ykpiorgo 123 12 being be VBG cord-301811-ykpiorgo 123 13 diagnosed diagnose VBN cord-301811-ykpiorgo 123 14 , , , cord-301811-ykpiorgo 123 15 which which WDT cord-301811-ykpiorgo 123 16 is be VBZ cord-301811-ykpiorgo 123 17 not not RB cord-301811-ykpiorgo 123 18 the the DT cord-301811-ykpiorgo 123 19 case case NN cord-301811-ykpiorgo 123 20 with with IN cord-301811-ykpiorgo 123 21 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 123 22 individuals individual NNS cord-301811-ykpiorgo 123 23 . . . cord-301811-ykpiorgo 124 1 Hence hence RB cord-301811-ykpiorgo 124 2 , , , cord-301811-ykpiorgo 124 3 β β NN cord-301811-ykpiorgo 124 4 , , , cord-301811-ykpiorgo 124 5 the the DT cord-301811-ykpiorgo 124 6 rate rate NN cord-301811-ykpiorgo 124 7 of of IN cord-301811-ykpiorgo 124 8 infection infection NN cord-301811-ykpiorgo 124 9 giving give VBG cord-301811-ykpiorgo 124 10 rise rise NN cord-301811-ykpiorgo 124 11 to to IN cord-301811-ykpiorgo 124 12 any any DT cord-301811-ykpiorgo 124 13 type type NN cord-301811-ykpiorgo 124 14 of of IN cord-301811-ykpiorgo 124 15 patient patient NN cord-301811-ykpiorgo 124 16 is be VBZ cord-301811-ykpiorgo 124 17 greater great JJR cord-301811-ykpiorgo 124 18 than than IN cord-301811-ykpiorgo 124 19 β β NN cord-301811-ykpiorgo 124 20 0 0 CD cord-301811-ykpiorgo 124 21 . . . cord-301811-ykpiorgo 125 1 For for IN cord-301811-ykpiorgo 125 2 κ κ NN cord-301811-ykpiorgo 125 3 = = SYM cord-301811-ykpiorgo 125 4 0 0 CD cord-301811-ykpiorgo 125 5 , , , cord-301811-ykpiorgo 125 6 the the DT cord-301811-ykpiorgo 125 7 probability probability NN cord-301811-ykpiorgo 125 8 that that IN cord-301811-ykpiorgo 125 9 a a DT cord-301811-ykpiorgo 125 10 node node NN cord-301811-ykpiorgo 125 11 directly directly RB cord-301811-ykpiorgo 125 12 infects infect VBZ cord-301811-ykpiorgo 125 13 n n NN cord-301811-ykpiorgo 125 14 nodes node NNS cord-301811-ykpiorgo 125 15 , , , cord-301811-ykpiorgo 125 16 that that RB cord-301811-ykpiorgo 125 17 is is RB cord-301811-ykpiorgo 125 18 , , , cord-301811-ykpiorgo 125 19 the the DT cord-301811-ykpiorgo 125 20 probability probability NN cord-301811-ykpiorgo 125 21 that that IN cord-301811-ykpiorgo 125 22 a a DT cord-301811-ykpiorgo 125 23 symptomatic symptomatic JJ cord-301811-ykpiorgo 125 24 patient patient NN cord-301811-ykpiorgo 125 25 directly directly RB cord-301811-ykpiorgo 125 26 infects infect VBZ cord-301811-ykpiorgo 125 27 n n DT cord-301811-ykpiorgo 125 28 symptomatic symptomatic JJ cord-301811-ykpiorgo 125 29 patients patient NNS cord-301811-ykpiorgo 125 30 , , , cord-301811-ykpiorgo 125 31 follows follow VBZ cord-301811-ykpiorgo 125 32 whose whose WP$ cord-301811-ykpiorgo 125 33 expected expect VBN cord-301811-ykpiorgo 125 34 value value NN cord-301811-ykpiorgo 125 35 is be VBZ cord-301811-ykpiorgo 125 36 β β NN cord-301811-ykpiorgo 125 37 0 0 CD cord-301811-ykpiorgo 125 38 /γ /γ NNP cord-301811-ykpiorgo 125 39 . . . cord-301811-ykpiorgo 126 1 Similarly similarly RB cord-301811-ykpiorgo 126 2 , , , cord-301811-ykpiorgo 126 3 the the DT cord-301811-ykpiorgo 126 4 basic basic JJ cord-301811-ykpiorgo 126 5 reproduction reproduction NN cord-301811-ykpiorgo 126 6 number number NN cord-301811-ykpiorgo 126 7 R r NN cord-301811-ykpiorgo 126 8 0 0 CD cord-301811-ykpiorgo 126 9 is be VBZ cord-301811-ykpiorgo 126 10 given give VBN cord-301811-ykpiorgo 126 11 by by IN cord-301811-ykpiorgo 126 12 β β NN cord-301811-ykpiorgo 126 13 / / SYM cord-301811-ykpiorgo 126 14 γ γ NN cord-301811-ykpiorgo 126 15 . . . cord-301811-ykpiorgo 127 1 Thus thus RB cord-301811-ykpiorgo 127 2 , , , cord-301811-ykpiorgo 127 3 β β NN cord-301811-ykpiorgo 127 4 must must MD cord-301811-ykpiorgo 127 5 be be VB cord-301811-ykpiorgo 127 6 greater great JJR cord-301811-ykpiorgo 127 7 than than IN cord-301811-ykpiorgo 127 8 γ γ NN cord-301811-ykpiorgo 127 9 because because IN cord-301811-ykpiorgo 127 10 the the DT cord-301811-ykpiorgo 127 11 number number NN cord-301811-ykpiorgo 127 12 of of IN cord-301811-ykpiorgo 127 13 reported report VBN cord-301811-ykpiorgo 127 14 cases case NNS cord-301811-ykpiorgo 127 15 is be VBZ cord-301811-ykpiorgo 127 16 steadily steadily RB cord-301811-ykpiorgo 127 17 increasing increase VBG cord-301811-ykpiorgo 127 18 , , , cord-301811-ykpiorgo 127 19 that that RB cord-301811-ykpiorgo 127 20 is is RB cord-301811-ykpiorgo 127 21 , , , cord-301811-ykpiorgo 127 22 Throughout throughout IN cord-301811-ykpiorgo 127 23 the the DT cord-301811-ykpiorgo 127 24 simulations simulation NNS cord-301811-ykpiorgo 127 25 reported report VBN cord-301811-ykpiorgo 127 26 in in IN cord-301811-ykpiorgo 127 27 this this DT cord-301811-ykpiorgo 127 28 paper paper NN cord-301811-ykpiorgo 127 29 , , , cord-301811-ykpiorgo 127 30 γ γ NNP cord-301811-ykpiorgo 127 31 was be VBD cord-301811-ykpiorgo 127 32 fixed fix VBN cord-301811-ykpiorgo 127 33 to to IN cord-301811-ykpiorgo 127 34 1/14 1/14 CD cord-301811-ykpiorgo 127 35 [ [ -LRB- cord-301811-ykpiorgo 127 36 20 20 CD cord-301811-ykpiorgo 127 37 ] ] -RRB- cord-301811-ykpiorgo 128 1 [ [ -LRB- cord-301811-ykpiorgo 128 2 21 21 CD cord-301811-ykpiorgo 128 3 ] ] -RRB- cord-301811-ykpiorgo 128 4 [ [ -LRB- cord-301811-ykpiorgo 128 5 22 22 CD cord-301811-ykpiorgo 128 6 ] ] -RRB- cord-301811-ykpiorgo 128 7 . . . cord-301811-ykpiorgo 129 1 We -PRON- PRP cord-301811-ykpiorgo 129 2 performed perform VBD cord-301811-ykpiorgo 129 3 the the DT cord-301811-ykpiorgo 129 4 approximate approximate JJ cord-301811-ykpiorgo 129 5 Bayesian bayesian JJ cord-301811-ykpiorgo 129 6 computation computation NN cord-301811-ykpiorgo 129 7 of of IN cord-301811-ykpiorgo 129 8 the the DT cord-301811-ykpiorgo 129 9 posterior posterior JJ cord-301811-ykpiorgo 129 10 distribution distribution NN cord-301811-ykpiorgo 129 11 of of IN cord-301811-ykpiorgo 129 12 κ κ NN cord-301811-ykpiorgo 129 13 and and CC cord-301811-ykpiorgo 129 14 β β NN cord-301811-ykpiorgo 129 15 0 0 CD cord-301811-ykpiorgo 129 16 given give VBN cord-301811-ykpiorgo 129 17 the the DT cord-301811-ykpiorgo 129 18 average average JJ cord-301811-ykpiorgo 129 19 cluster cluster NN cord-301811-ykpiorgo 129 20 size size NN cord-301811-ykpiorgo 129 21 and and CC cord-301811-ykpiorgo 129 22 the the DT cord-301811-ykpiorgo 129 23 average average JJ cord-301811-ykpiorgo 129 24 time time NN cord-301811-ykpiorgo 129 25 from from IN cord-301811-ykpiorgo 129 26 onset onset NN cord-301811-ykpiorgo 129 27 to to IN cord-301811-ykpiorgo 129 28 diagnosis diagnosis NN cord-301811-ykpiorgo 129 29 . . . cord-301811-ykpiorgo 130 1 We -PRON- PRP cord-301811-ykpiorgo 130 2 drew draw VBD cord-301811-ykpiorgo 130 3 β β NN cord-301811-ykpiorgo 130 4 0 0 CD cord-301811-ykpiorgo 130 5 from from IN cord-301811-ykpiorgo 130 6 U(0.001 u(0.001 JJ cord-301811-ykpiorgo 130 7 , , , cord-301811-ykpiorgo 130 8 0.2 0.2 CD cord-301811-ykpiorgo 130 9 ) ) -RRB- cord-301811-ykpiorgo 130 10 and and CC cord-301811-ykpiorgo 130 11 κ κ LS cord-301811-ykpiorgo 130 12 from from IN cord-301811-ykpiorgo 130 13 U(0.001 u(0.001 JJ cord-301811-ykpiorgo 130 14 , , , cord-301811-ykpiorgo 130 15 0.12 0.12 CD cord-301811-ykpiorgo 130 16 ) ) -RRB- cord-301811-ykpiorgo 130 17 and and CC cord-301811-ykpiorgo 130 18 accepted accept VBD cord-301811-ykpiorgo 130 19 the the DT cord-301811-ykpiorgo 130 20 parameter parameter NN cord-301811-ykpiorgo 130 21 sets set NNS cord-301811-ykpiorgo 130 22 with with IN cord-301811-ykpiorgo 130 23 which which WDT cord-301811-ykpiorgo 130 24 the the DT cord-301811-ykpiorgo 130 25 average average JJ cord-301811-ykpiorgo 130 26 cluster cluster NN cord-301811-ykpiorgo 130 27 size size NN cord-301811-ykpiorgo 130 28 was be VBD cord-301811-ykpiorgo 130 29 identical identical JJ cord-301811-ykpiorgo 130 30 to to IN cord-301811-ykpiorgo 130 31 126/78 126/78 CD cord-301811-ykpiorgo 130 32 for for IN cord-301811-ykpiorgo 130 33 dataset dataset NN cord-301811-ykpiorgo 130 34 1 1 CD cord-301811-ykpiorgo 130 35 and and CC cord-301811-ykpiorgo 130 36 43/30 43/30 CD cord-301811-ykpiorgo 130 37 for for IN cord-301811-ykpiorgo 130 38 dataset dataset NN cord-301811-ykpiorgo 130 39 2 2 CD cord-301811-ykpiorgo 130 40 , , , cord-301811-ykpiorgo 130 41 and and CC cord-301811-ykpiorgo 130 42 the the DT cord-301811-ykpiorgo 130 43 average average JJ cord-301811-ykpiorgo 130 44 time time NN cord-301811-ykpiorgo 130 45 from from IN cord-301811-ykpiorgo 130 46 onset onset NN cord-301811-ykpiorgo 130 47 to to IN cord-301811-ykpiorgo 130 48 diagnosis diagnosis NN cord-301811-ykpiorgo 130 49 lied lie VBD cord-301811-ykpiorgo 130 50 within within IN cord-301811-ykpiorgo 130 51 ±1days ±1day NNS cord-301811-ykpiorgo 130 52 of of IN cord-301811-ykpiorgo 130 53 9.3 9.3 CD cord-301811-ykpiorgo 130 54 for for IN cord-301811-ykpiorgo 130 55 dataset dataset NN cord-301811-ykpiorgo 130 56 1 1 CD cord-301811-ykpiorgo 130 57 and and CC cord-301811-ykpiorgo 130 58 6.6 6.6 CD cord-301811-ykpiorgo 130 59 for for IN cord-301811-ykpiorgo 130 60 dataset dataset NN cord-301811-ykpiorgo 130 61 2 2 CD cord-301811-ykpiorgo 130 62 . . . cord-301811-ykpiorgo 131 1 The the DT cord-301811-ykpiorgo 131 2 cluster cluster NN cord-301811-ykpiorgo 131 3 size size NN cord-301811-ykpiorgo 131 4 is be VBZ cord-301811-ykpiorgo 131 5 defined define VBN cord-301811-ykpiorgo 131 6 as as IN cord-301811-ykpiorgo 131 7 the the DT cord-301811-ykpiorgo 131 8 number number NN cord-301811-ykpiorgo 131 9 of of IN cord-301811-ykpiorgo 131 10 nodes node NNS cord-301811-ykpiorgo 131 11 of of IN cord-301811-ykpiorgo 131 12 the the DT cord-301811-ykpiorgo 131 13 cluster cluster NN cord-301811-ykpiorgo 131 14 . . . cord-301811-ykpiorgo 132 1 The the DT cord-301811-ykpiorgo 132 2 average average JJ cord-301811-ykpiorgo 132 3 time time NN cord-301811-ykpiorgo 132 4 from from IN cord-301811-ykpiorgo 132 5 onset onset NN cord-301811-ykpiorgo 132 6 to to IN cord-301811-ykpiorgo 132 7 diagnosis diagnosis NN cord-301811-ykpiorgo 132 8 of of IN cord-301811-ykpiorgo 132 9 clusters cluster NNS cord-301811-ykpiorgo 132 10 is be VBZ cord-301811-ykpiorgo 132 11 defined define VBN cord-301811-ykpiorgo 132 12 as as IN cord-301811-ykpiorgo 132 13 the the DT cord-301811-ykpiorgo 132 14 average average NN cord-301811-ykpiorgo 132 15 of of IN cord-301811-ykpiorgo 132 16 t t NNP cord-301811-ykpiorgo 132 17 d d NN cord-301811-ykpiorgo 132 18 i i NN cord-301811-ykpiorgo 132 19 À à NN cord-301811-ykpiorgo 132 20 t t NN cord-301811-ykpiorgo 132 21 0 0 CD cord-301811-ykpiorgo 133 1 i i PRP cord-301811-ykpiorgo 133 2 where where WRB cord-301811-ykpiorgo 133 3 i i PRP cord-301811-ykpiorgo 133 4 runs run VBZ cord-301811-ykpiorgo 133 5 over over IN cord-301811-ykpiorgo 133 6 the the DT cord-301811-ykpiorgo 133 7 nodes node NNS cord-301811-ykpiorgo 133 8 that that WDT cord-301811-ykpiorgo 133 9 are be VBP cord-301811-ykpiorgo 133 10 diagnosed diagnose VBN cord-301811-ykpiorgo 133 11 first first RB cord-301811-ykpiorgo 133 12 in in IN cord-301811-ykpiorgo 133 13 the the DT cord-301811-ykpiorgo 133 14 cluster cluster NN cord-301811-ykpiorgo 133 15 . . . cord-301811-ykpiorgo 134 1 We -PRON- PRP cord-301811-ykpiorgo 134 2 chose choose VBD cord-301811-ykpiorgo 134 3 these these DT cord-301811-ykpiorgo 134 4 two two CD cord-301811-ykpiorgo 134 5 summary summary NN cord-301811-ykpiorgo 134 6 statistics statistic NNS cord-301811-ykpiorgo 134 7 , , , cord-301811-ykpiorgo 134 8 the the DT cord-301811-ykpiorgo 134 9 average average JJ cord-301811-ykpiorgo 134 10 cluster cluster NN cord-301811-ykpiorgo 134 11 size size NN cord-301811-ykpiorgo 134 12 and and CC cord-301811-ykpiorgo 134 13 the the DT cord-301811-ykpiorgo 134 14 average average JJ cord-301811-ykpiorgo 134 15 time time NN cord-301811-ykpiorgo 134 16 from from IN cord-301811-ykpiorgo 134 17 onset onset NN cord-301811-ykpiorgo 134 18 to to IN cord-301811-ykpiorgo 134 19 diagnosis diagnosis NN cord-301811-ykpiorgo 134 20 of of IN cord-301811-ykpiorgo 134 21 clusters cluster NNS cord-301811-ykpiorgo 134 22 , , , cord-301811-ykpiorgo 134 23 to to TO cord-301811-ykpiorgo 134 24 fit fit VB cord-301811-ykpiorgo 134 25 the the DT cord-301811-ykpiorgo 134 26 model model NN cord-301811-ykpiorgo 134 27 parameters parameter NNS cord-301811-ykpiorgo 134 28 because because IN cord-301811-ykpiorgo 134 29 of of IN cord-301811-ykpiorgo 134 30 the the DT cord-301811-ykpiorgo 134 31 following follow VBG cord-301811-ykpiorgo 134 32 reasons reason NNS cord-301811-ykpiorgo 134 33 . . . cord-301811-ykpiorgo 135 1 First first RB cord-301811-ykpiorgo 135 2 , , , cord-301811-ykpiorgo 135 3 these these DT cord-301811-ykpiorgo 135 4 can can MD cord-301811-ykpiorgo 135 5 be be VB cord-301811-ykpiorgo 135 6 obtained obtain VBN cord-301811-ykpiorgo 135 7 without without IN cord-301811-ykpiorgo 135 8 using use VBG cord-301811-ykpiorgo 135 9 sophisticated sophisticated JJ cord-301811-ykpiorgo 135 10 techniques technique NNS cord-301811-ykpiorgo 135 11 . . . cord-301811-ykpiorgo 136 1 Second second RB cord-301811-ykpiorgo 136 2 , , , cord-301811-ykpiorgo 136 3 these these DT cord-301811-ykpiorgo 136 4 allow allow VBP cord-301811-ykpiorgo 136 5 the the DT cord-301811-ykpiorgo 136 6 precise precise JJ cord-301811-ykpiorgo 136 7 determination determination NN cord-301811-ykpiorgo 136 8 of of IN cord-301811-ykpiorgo 136 9 κ κ NN cord-301811-ykpiorgo 136 10 and and CC cord-301811-ykpiorgo 136 11 β β NN cord-301811-ykpiorgo 136 12 0 0 NFP cord-301811-ykpiorgo 136 13 ( ( -LRB- cord-301811-ykpiorgo 136 14 see see VB cord-301811-ykpiorgo 136 15 the the DT cord-301811-ykpiorgo 136 16 Results Results NNP cord-301811-ykpiorgo 136 17 section section NN cord-301811-ykpiorgo 136 18 ) ) -RRB- cord-301811-ykpiorgo 136 19 . . . cord-301811-ykpiorgo 137 1 Although although IN cord-301811-ykpiorgo 137 2 the the DT cord-301811-ykpiorgo 137 3 number number NN cord-301811-ykpiorgo 137 4 of of IN cord-301811-ykpiorgo 137 5 diagnosed diagnose VBN cord-301811-ykpiorgo 137 6 individuals individual NNS cord-301811-ykpiorgo 137 7 in in IN cord-301811-ykpiorgo 137 8 a a DT cord-301811-ykpiorgo 137 9 given give VBN cord-301811-ykpiorgo 137 10 period period NN cord-301811-ykpiorgo 137 11 may may MD cord-301811-ykpiorgo 137 12 be be VB cord-301811-ykpiorgo 137 13 used use VBN cord-301811-ykpiorgo 137 14 as as IN cord-301811-ykpiorgo 137 15 a a DT cord-301811-ykpiorgo 137 16 summary summary NN cord-301811-ykpiorgo 137 17 statistic statistic NN cord-301811-ykpiorgo 137 18 , , , cord-301811-ykpiorgo 137 19 since since IN cord-301811-ykpiorgo 137 20 the the DT cord-301811-ykpiorgo 137 21 number number NN cord-301811-ykpiorgo 137 22 of of IN cord-301811-ykpiorgo 137 23 diagnosed diagnose VBN cord-301811-ykpiorgo 137 24 individuals individual NNS cord-301811-ykpiorgo 137 25 depends depend VBZ cord-301811-ykpiorgo 137 26 on on IN cord-301811-ykpiorgo 137 27 the the DT cord-301811-ykpiorgo 137 28 influx influx NN cord-301811-ykpiorgo 137 29 of of IN cord-301811-ykpiorgo 137 30 infected infected JJ cord-301811-ykpiorgo 137 31 individuals individual NNS cord-301811-ykpiorgo 137 32 , , , cord-301811-ykpiorgo 137 33 i.e. i.e. FW cord-301811-ykpiorgo 137 34 , , , cord-301811-ykpiorgo 137 35 the the DT cord-301811-ykpiorgo 137 36 rate rate NN cord-301811-ykpiorgo 137 37 of of IN cord-301811-ykpiorgo 137 38 generation generation NN cord-301811-ykpiorgo 137 39 of of IN cord-301811-ykpiorgo 137 40 nodes node NNS cord-301811-ykpiorgo 137 41 without without IN cord-301811-ykpiorgo 137 42 edge edge NN cord-301811-ykpiorgo 137 43 , , , cord-301811-ykpiorgo 137 44 the the DT cord-301811-ykpiorgo 137 45 parameter parameter NN cord-301811-ykpiorgo 137 46 value value NN cord-301811-ykpiorgo 137 47 of of IN cord-301811-ykpiorgo 137 48 λ λ NN cord-301811-ykpiorgo 137 49 as as RB cord-301811-ykpiorgo 137 50 well well RB cord-301811-ykpiorgo 137 51 as as IN cord-301811-ykpiorgo 137 52 κ κ NN cord-301811-ykpiorgo 137 53 and and CC cord-301811-ykpiorgo 137 54 β β NN cord-301811-ykpiorgo 137 55 0 0 CD cord-301811-ykpiorgo 137 56 must must MD cord-301811-ykpiorgo 137 57 be be VB cord-301811-ykpiorgo 137 58 estimated estimate VBN cord-301811-ykpiorgo 137 59 in in IN cord-301811-ykpiorgo 137 60 this this DT cord-301811-ykpiorgo 137 61 case case NN cord-301811-ykpiorgo 137 62 . . . cord-301811-ykpiorgo 138 1 In in IN cord-301811-ykpiorgo 138 2 contrast contrast NN cord-301811-ykpiorgo 138 3 , , , cord-301811-ykpiorgo 138 4 because because IN cord-301811-ykpiorgo 138 5 the the DT cord-301811-ykpiorgo 138 6 average average JJ cord-301811-ykpiorgo 138 7 cluster cluster NN cord-301811-ykpiorgo 138 8 size size NN cord-301811-ykpiorgo 138 9 and and CC cord-301811-ykpiorgo 138 10 the the DT cord-301811-ykpiorgo 138 11 average average JJ cord-301811-ykpiorgo 138 12 time time NN cord-301811-ykpiorgo 138 13 from from IN cord-301811-ykpiorgo 138 14 onset onset NN cord-301811-ykpiorgo 138 15 to to IN cord-301811-ykpiorgo 138 16 diagnosis diagnosis NN cord-301811-ykpiorgo 138 17 of of IN cord-301811-ykpiorgo 138 18 clusters cluster NNS cord-301811-ykpiorgo 138 19 do do VBP cord-301811-ykpiorgo 138 20 not not RB cord-301811-ykpiorgo 138 21 depend depend VB cord-301811-ykpiorgo 138 22 on on IN cord-301811-ykpiorgo 138 23 λ λ NN cord-301811-ykpiorgo 138 24 if if IN cord-301811-ykpiorgo 138 25 λ λ NNP cord-301811-ykpiorgo 138 26 is be VBZ cord-301811-ykpiorgo 138 27 small small JJ cord-301811-ykpiorgo 138 28 enough enough RB cord-301811-ykpiorgo 138 29 , , , cord-301811-ykpiorgo 138 30 κ κ NN cord-301811-ykpiorgo 138 31 and and CC cord-301811-ykpiorgo 138 32 β β NN cord-301811-ykpiorgo 138 33 0 0 CD cord-301811-ykpiorgo 138 34 can can MD cord-301811-ykpiorgo 138 35 be be VB cord-301811-ykpiorgo 138 36 more more RBR cord-301811-ykpiorgo 138 37 precisely precisely RB cord-301811-ykpiorgo 138 38 estimated estimate VBN cord-301811-ykpiorgo 138 39 by by IN cord-301811-ykpiorgo 138 40 using use VBG cord-301811-ykpiorgo 138 41 these these DT cord-301811-ykpiorgo 138 42 two two CD cord-301811-ykpiorgo 138 43 summary summary NN cord-301811-ykpiorgo 138 44 statistics statistic NNS cord-301811-ykpiorgo 138 45 . . . cord-301811-ykpiorgo 139 1 Third third RB cord-301811-ykpiorgo 139 2 , , , cord-301811-ykpiorgo 139 3 although although IN cord-301811-ykpiorgo 139 4 the the DT cord-301811-ykpiorgo 139 5 parameter parameter NN cord-301811-ykpiorgo 139 6 value value NN cord-301811-ykpiorgo 139 7 of of IN cord-301811-ykpiorgo 139 8 the the DT cord-301811-ykpiorgo 139 9 birth birth NN cord-301811-ykpiorgo 139 10 - - HYPH cord-301811-ykpiorgo 139 11 death death NN cord-301811-ykpiorgo 139 12 process process NN cord-301811-ykpiorgo 139 13 can can MD cord-301811-ykpiorgo 139 14 be be VB cord-301811-ykpiorgo 139 15 estimated estimate VBN cord-301811-ykpiorgo 139 16 by by IN cord-301811-ykpiorgo 139 17 the the DT cord-301811-ykpiorgo 139 18 time time NN cord-301811-ykpiorgo 139 19 course course NN cord-301811-ykpiorgo 139 20 of of IN cord-301811-ykpiorgo 139 21 the the DT cord-301811-ykpiorgo 139 22 number number NN cord-301811-ykpiorgo 139 23 of of IN cord-301811-ykpiorgo 139 24 infected infected JJ cord-301811-ykpiorgo 139 25 individuals individual NNS cord-301811-ykpiorgo 139 26 , , , cord-301811-ykpiorgo 139 27 the the DT cord-301811-ykpiorgo 139 28 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 139 29 government government NN cord-301811-ykpiorgo 139 30 has have VBZ cord-301811-ykpiorgo 139 31 not not RB cord-301811-ykpiorgo 139 32 reported report VBN cord-301811-ykpiorgo 139 33 the the DT cord-301811-ykpiorgo 139 34 date date NN cord-301811-ykpiorgo 139 35 of of IN cord-301811-ykpiorgo 139 36 recovery recovery NN cord-301811-ykpiorgo 139 37 of of IN cord-301811-ykpiorgo 139 38 cases case NNS cord-301811-ykpiorgo 139 39 , , , cord-301811-ykpiorgo 139 40 and and CC cord-301811-ykpiorgo 139 41 the the DT cord-301811-ykpiorgo 139 42 time time NN cord-301811-ykpiorgo 139 43 course course NN cord-301811-ykpiorgo 139 44 of of IN cord-301811-ykpiorgo 139 45 the the DT cord-301811-ykpiorgo 139 46 number number NN cord-301811-ykpiorgo 139 47 of of IN cord-301811-ykpiorgo 139 48 infected infected JJ cord-301811-ykpiorgo 139 49 individuals individual NNS cord-301811-ykpiorgo 139 50 is be VBZ cord-301811-ykpiorgo 139 51 unavailable unavailable JJ cord-301811-ykpiorgo 139 52 . . . cord-301811-ykpiorgo 140 1 These these DT cord-301811-ykpiorgo 140 2 two two CD cord-301811-ykpiorgo 140 3 summary summary NN cord-301811-ykpiorgo 140 4 statistics statistic NNS cord-301811-ykpiorgo 140 5 can can MD cord-301811-ykpiorgo 140 6 be be VB cord-301811-ykpiorgo 140 7 calculated calculate VBN cord-301811-ykpiorgo 140 8 without without IN cord-301811-ykpiorgo 140 9 information information NN cord-301811-ykpiorgo 140 10 on on IN cord-301811-ykpiorgo 140 11 the the DT cord-301811-ykpiorgo 140 12 recovery recovery NN cord-301811-ykpiorgo 140 13 of of IN cord-301811-ykpiorgo 140 14 infected infected JJ cord-301811-ykpiorgo 140 15 individuals individual NNS cord-301811-ykpiorgo 140 16 . . . cord-301811-ykpiorgo 141 1 Fourth fourth RB cord-301811-ykpiorgo 141 2 , , , cord-301811-ykpiorgo 141 3 although although IN cord-301811-ykpiorgo 141 4 the the DT cord-301811-ykpiorgo 141 5 higher high JJR cord-301811-ykpiorgo 141 6 order order NN cord-301811-ykpiorgo 141 7 moments moment NNS cord-301811-ykpiorgo 141 8 of of IN cord-301811-ykpiorgo 141 9 the the DT cord-301811-ykpiorgo 141 10 cluster cluster NN cord-301811-ykpiorgo 141 11 size size NN cord-301811-ykpiorgo 141 12 distribution distribution NN cord-301811-ykpiorgo 141 13 and and CC cord-301811-ykpiorgo 141 14 the the DT cord-301811-ykpiorgo 141 15 time time NN cord-301811-ykpiorgo 141 16 from from IN cord-301811-ykpiorgo 141 17 onset onset NN cord-301811-ykpiorgo 141 18 to to IN cord-301811-ykpiorgo 141 19 diagnosis diagnosis NN cord-301811-ykpiorgo 141 20 of of IN cord-301811-ykpiorgo 141 21 clusters cluster NNS cord-301811-ykpiorgo 141 22 can can MD cord-301811-ykpiorgo 141 23 be be VB cord-301811-ykpiorgo 141 24 used use VBN cord-301811-ykpiorgo 141 25 , , , cord-301811-ykpiorgo 141 26 they -PRON- PRP cord-301811-ykpiorgo 141 27 provide provide VBP cord-301811-ykpiorgo 141 28 almost almost RB cord-301811-ykpiorgo 141 29 identical identical JJ cord-301811-ykpiorgo 141 30 information information NN cord-301811-ykpiorgo 141 31 to to IN cord-301811-ykpiorgo 141 32 their -PRON- PRP$ cord-301811-ykpiorgo 141 33 average average NN cord-301811-ykpiorgo 141 34 . . . cord-301811-ykpiorgo 142 1 Hence hence RB cord-301811-ykpiorgo 142 2 , , , cord-301811-ykpiorgo 142 3 we -PRON- PRP cord-301811-ykpiorgo 142 4 used use VBD cord-301811-ykpiorgo 142 5 the the DT cord-301811-ykpiorgo 142 6 averages average NNS cord-301811-ykpiorgo 142 7 because because IN cord-301811-ykpiorgo 142 8 an an DT cord-301811-ykpiorgo 142 9 average average NN cord-301811-ykpiorgo 142 10 is be VBZ cord-301811-ykpiorgo 142 11 generally generally RB cord-301811-ykpiorgo 142 12 more more RBR cord-301811-ykpiorgo 142 13 robust robust JJ cord-301811-ykpiorgo 142 14 than than IN cord-301811-ykpiorgo 142 15 higher high JJR cord-301811-ykpiorgo 142 16 order order NN cord-301811-ykpiorgo 142 17 moments moment NNS cord-301811-ykpiorgo 142 18 . . . cord-301811-ykpiorgo 143 1 Likewise likewise RB cord-301811-ykpiorgo 143 2 , , , cord-301811-ykpiorgo 143 3 other other JJ cord-301811-ykpiorgo 143 4 network network NN cord-301811-ykpiorgo 143 5 statistics statistic NNS cord-301811-ykpiorgo 143 6 were be VBD cord-301811-ykpiorgo 143 7 not not RB cord-301811-ykpiorgo 143 8 used use VBN cord-301811-ykpiorgo 143 9 . . . cord-301811-ykpiorgo 144 1 In in IN cord-301811-ykpiorgo 144 2 each each DT cord-301811-ykpiorgo 144 3 run run NN cord-301811-ykpiorgo 144 4 of of IN cord-301811-ykpiorgo 144 5 the the DT cord-301811-ykpiorgo 144 6 simulation simulation NN cord-301811-ykpiorgo 144 7 , , , cord-301811-ykpiorgo 144 8 we -PRON- PRP cord-301811-ykpiorgo 144 9 removed remove VBD cord-301811-ykpiorgo 144 10 C C NNP cord-301811-ykpiorgo 144 11 0 0 CD cord-301811-ykpiorgo 144 12 + + CC cord-301811-ykpiorgo 145 1 C C NNP cord-301811-ykpiorgo 145 2 clusters cluster NNS cord-301811-ykpiorgo 145 3 of of IN cord-301811-ykpiorgo 145 4 diagnosed diagnosed JJ cord-301811-ykpiorgo 145 5 symptomatic symptomatic JJ cord-301811-ykpiorgo 145 6 patients patient NNS cord-301811-ykpiorgo 145 7 , , , cord-301811-ykpiorgo 145 8 of of IN cord-301811-ykpiorgo 145 9 which which WDT cord-301811-ykpiorgo 145 10 the the DT cord-301811-ykpiorgo 145 11 first first JJ cord-301811-ykpiorgo 145 12 C c NN cord-301811-ykpiorgo 145 13 0 0 CD cord-301811-ykpiorgo 145 14 = = SYM cord-301811-ykpiorgo 145 15 100 100 CD cord-301811-ykpiorgo 145 16 clusters cluster NNS cord-301811-ykpiorgo 145 17 were be VBD cord-301811-ykpiorgo 145 18 discarded discard VBN cord-301811-ykpiorgo 145 19 to to TO cord-301811-ykpiorgo 145 20 eliminate eliminate VB cord-301811-ykpiorgo 145 21 the the DT cord-301811-ykpiorgo 145 22 dependence dependence NN cord-301811-ykpiorgo 145 23 of of IN cord-301811-ykpiorgo 145 24 the the DT cord-301811-ykpiorgo 145 25 results result NNS cord-301811-ykpiorgo 145 26 on on IN cord-301811-ykpiorgo 145 27 the the DT cord-301811-ykpiorgo 145 28 initial initial JJ cord-301811-ykpiorgo 145 29 condition condition NN cord-301811-ykpiorgo 145 30 and and CC cord-301811-ykpiorgo 145 31 used use VBD cord-301811-ykpiorgo 145 32 the the DT cord-301811-ykpiorgo 145 33 following follow VBG cord-301811-ykpiorgo 145 34 C c NN cord-301811-ykpiorgo 145 35 = = SYM cord-301811-ykpiorgo 145 36 78 78 CD cord-301811-ykpiorgo 146 1 ( ( -LRB- cord-301811-ykpiorgo 146 2 dataset dataset NN cord-301811-ykpiorgo 146 3 1 1 CD cord-301811-ykpiorgo 146 4 ) ) -RRB- cord-301811-ykpiorgo 146 5 and and CC cord-301811-ykpiorgo 146 6 C C NNP cord-301811-ykpiorgo 146 7 = = SYM cord-301811-ykpiorgo 146 8 30 30 CD cord-301811-ykpiorgo 146 9 ( ( -LRB- cord-301811-ykpiorgo 146 10 dataset dataset NN cord-301811-ykpiorgo 146 11 2 2 CD cord-301811-ykpiorgo 146 12 ) ) -RRB- cord-301811-ykpiorgo 146 13 clusters cluster NNS cord-301811-ykpiorgo 146 14 as as IN cord-301811-ykpiorgo 146 15 the the DT cord-301811-ykpiorgo 146 16 simulated simulated JJ cord-301811-ykpiorgo 146 17 clusters cluster NNS cord-301811-ykpiorgo 146 18 of of IN cord-301811-ykpiorgo 146 19 patients patient NNS cord-301811-ykpiorgo 146 20 in in IN cord-301811-ykpiorgo 146 21 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 146 22 . . . cord-301811-ykpiorgo 147 1 This this DT cord-301811-ykpiorgo 147 2 procedure procedure NN cord-301811-ykpiorgo 147 3 is be VBZ cord-301811-ykpiorgo 147 4 justified justify VBN cord-301811-ykpiorgo 147 5 by by IN cord-301811-ykpiorgo 147 6 the the DT cord-301811-ykpiorgo 147 7 fact fact NN cord-301811-ykpiorgo 147 8 that that IN cord-301811-ykpiorgo 147 9 the the DT cord-301811-ykpiorgo 147 10 average average JJ cord-301811-ykpiorgo 147 11 cluster cluster NN cord-301811-ykpiorgo 147 12 size size NN cord-301811-ykpiorgo 147 13 of of IN cord-301811-ykpiorgo 147 14 birth birth NN cord-301811-ykpiorgo 147 15 - - HYPH cord-301811-ykpiorgo 147 16 death death NN cord-301811-ykpiorgo 147 17 processes process NNS cord-301811-ykpiorgo 147 18 converges converge VBZ cord-301811-ykpiorgo 147 19 to to IN cord-301811-ykpiorgo 147 20 its -PRON- PRP$ cord-301811-ykpiorgo 147 21 steady steady JJ cord-301811-ykpiorgo 147 22 - - HYPH cord-301811-ykpiorgo 147 23 state state NN cord-301811-ykpiorgo 147 24 value value NN cord-301811-ykpiorgo 147 25 on on IN cord-301811-ykpiorgo 147 26 a a DT cord-301811-ykpiorgo 147 27 timescale timescale NN cord-301811-ykpiorgo 147 28 of of IN cord-301811-ykpiorgo 147 29 1 1 CD cord-301811-ykpiorgo 147 30 / / SYM cord-301811-ykpiorgo 147 31 β β NN cord-301811-ykpiorgo 147 32 and and CC cord-301811-ykpiorgo 147 33 1 1 CD cord-301811-ykpiorgo 147 34 / / SYM cord-301811-ykpiorgo 147 35 γ γ NN cord-301811-ykpiorgo 147 36 [ [ -LRB- cord-301811-ykpiorgo 147 37 11 11 CD cord-301811-ykpiorgo 147 38 ] ] -RRB- cord-301811-ykpiorgo 147 39 . . . cord-301811-ykpiorgo 148 1 This this DT cord-301811-ykpiorgo 148 2 fact fact NN cord-301811-ykpiorgo 148 3 also also RB cord-301811-ykpiorgo 148 4 suggests suggest VBZ cord-301811-ykpiorgo 148 5 that that IN cord-301811-ykpiorgo 148 6 the the DT cord-301811-ykpiorgo 148 7 properties property NNS cord-301811-ykpiorgo 148 8 of of IN cord-301811-ykpiorgo 148 9 clusters cluster NNS cord-301811-ykpiorgo 148 10 in in IN cord-301811-ykpiorgo 148 11 the the DT cord-301811-ykpiorgo 148 12 early early JJ cord-301811-ykpiorgo 148 13 phase phase NN cord-301811-ykpiorgo 148 14 of of IN cord-301811-ykpiorgo 148 15 the the DT cord-301811-ykpiorgo 148 16 spreading spreading NN cord-301811-ykpiorgo 148 17 of of IN cord-301811-ykpiorgo 148 18 SARS SARS NNP cord-301811-ykpiorgo 148 19 - - HYPH cord-301811-ykpiorgo 148 20 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 148 21 can can MD cord-301811-ykpiorgo 148 22 be be VB cord-301811-ykpiorgo 148 23 described describe VBN cord-301811-ykpiorgo 148 24 by by IN cord-301811-ykpiorgo 148 25 the the DT cord-301811-ykpiorgo 148 26 steady steady JJ cord-301811-ykpiorgo 148 27 - - HYPH cord-301811-ykpiorgo 148 28 state state NN cord-301811-ykpiorgo 148 29 of of IN cord-301811-ykpiorgo 148 30 the the DT cord-301811-ykpiorgo 148 31 model model NN cord-301811-ykpiorgo 148 32 . . . cord-301811-ykpiorgo 149 1 The the DT cord-301811-ykpiorgo 149 2 ratio ratio NN cord-301811-ykpiorgo 149 3 of of IN cord-301811-ykpiorgo 149 4 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 149 5 symptomatic symptomatic JJ cord-301811-ykpiorgo 149 6 patients patient NNS cord-301811-ykpiorgo 149 7 to to IN cord-301811-ykpiorgo 149 8 diagnosed diagnosed JJ cord-301811-ykpiorgo 149 9 symptomatic symptomatic JJ cord-301811-ykpiorgo 149 10 patients patient NNS cord-301811-ykpiorgo 149 11 can can MD cord-301811-ykpiorgo 149 12 be be VB cord-301811-ykpiorgo 149 13 estimated estimate VBN cord-301811-ykpiorgo 149 14 by by IN cord-301811-ykpiorgo 149 15 the the DT cord-301811-ykpiorgo 149 16 number number NN cord-301811-ykpiorgo 149 17 of of IN cord-301811-ykpiorgo 149 18 nodes node NNS cord-301811-ykpiorgo 149 19 that that WDT cord-301811-ykpiorgo 149 20 recover recover VBP cord-301811-ykpiorgo 149 21 without without IN cord-301811-ykpiorgo 149 22 being be VBG cord-301811-ykpiorgo 149 23 diagnosed diagnose VBN cord-301811-ykpiorgo 149 24 in in IN cord-301811-ykpiorgo 149 25 a a DT cord-301811-ykpiorgo 149 26 period period NN cord-301811-ykpiorgo 149 27 divided divide VBN cord-301811-ykpiorgo 149 28 by by IN cord-301811-ykpiorgo 149 29 the the DT cord-301811-ykpiorgo 149 30 number number NN cord-301811-ykpiorgo 149 31 of of IN cord-301811-ykpiorgo 149 32 diagnosed diagnose VBN cord-301811-ykpiorgo 149 33 nodes node NNS cord-301811-ykpiorgo 149 34 that that WDT cord-301811-ykpiorgo 149 35 recover recover VBP cord-301811-ykpiorgo 149 36 in in IN cord-301811-ykpiorgo 149 37 the the DT cord-301811-ykpiorgo 149 38 same same JJ cord-301811-ykpiorgo 149 39 period period NN cord-301811-ykpiorgo 149 40 . . . cord-301811-ykpiorgo 150 1 We -PRON- PRP cord-301811-ykpiorgo 150 2 used use VBD cord-301811-ykpiorgo 150 3 the the DT cord-301811-ykpiorgo 150 4 period period NN cord-301811-ykpiorgo 150 5 between between IN cord-301811-ykpiorgo 150 6 the the DT cord-301811-ykpiorgo 150 7 removal removal NN cord-301811-ykpiorgo 150 8 of of IN cord-301811-ykpiorgo 150 9 the the DT cord-301811-ykpiorgo 150 10 C C NNP cord-301811-ykpiorgo 150 11 0 0 CD cord-301811-ykpiorgo 150 12 -th -th CD cord-301811-ykpiorgo 150 13 cluster cluster NN cord-301811-ykpiorgo 150 14 and and CC cord-301811-ykpiorgo 150 15 the the DT cord-301811-ykpiorgo 150 16 removal removal NN cord-301811-ykpiorgo 150 17 of of IN cord-301811-ykpiorgo 150 18 the the DT cord-301811-ykpiorgo 150 19 C c NN cord-301811-ykpiorgo 150 20 0 0 CD cord-301811-ykpiorgo 150 21 + + CC cord-301811-ykpiorgo 150 22 C c NN cord-301811-ykpiorgo 150 23 - - HYPH cord-301811-ykpiorgo 150 24 th th XX cord-301811-ykpiorgo 150 25 cluster cluster NN cord-301811-ykpiorgo 150 26 to to TO cord-301811-ykpiorgo 150 27 calculate calculate VB cord-301811-ykpiorgo 150 28 the the DT cord-301811-ykpiorgo 150 29 ratio ratio NN cord-301811-ykpiorgo 150 30 . . . cord-301811-ykpiorgo 151 1 This this DT cord-301811-ykpiorgo 151 2 period period NN cord-301811-ykpiorgo 151 3 is be VBZ cord-301811-ykpiorgo 151 4 referred refer VBN cord-301811-ykpiorgo 151 5 to to IN cord-301811-ykpiorgo 151 6 as as IN cord-301811-ykpiorgo 151 7 the the DT cord-301811-ykpiorgo 151 8 target target NN cord-301811-ykpiorgo 151 9 period period NN cord-301811-ykpiorgo 151 10 in in IN cord-301811-ykpiorgo 151 11 the the DT cord-301811-ykpiorgo 151 12 following following NN cord-301811-ykpiorgo 151 13 . . . cord-301811-ykpiorgo 152 1 The the DT cord-301811-ykpiorgo 152 2 ratio ratio NN cord-301811-ykpiorgo 152 3 of of IN cord-301811-ykpiorgo 152 4 the the DT cord-301811-ykpiorgo 152 5 number number NN cord-301811-ykpiorgo 152 6 of of IN cord-301811-ykpiorgo 152 7 symptomatic symptomatic JJ cord-301811-ykpiorgo 152 8 and and CC cord-301811-ykpiorgo 152 9 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 152 10 patients patient NNS cord-301811-ykpiorgo 152 11 to to IN cord-301811-ykpiorgo 152 12 the the DT cord-301811-ykpiorgo 152 13 number number NN cord-301811-ykpiorgo 152 14 of of IN cord-301811-ykpiorgo 152 15 symptomatic symptomatic JJ cord-301811-ykpiorgo 152 16 patients patient NNS cord-301811-ykpiorgo 152 17 is be VBZ cord-301811-ykpiorgo 152 18 β β NN cord-301811-ykpiorgo 152 19 / / SYM cord-301811-ykpiorgo 152 20 β β NN cord-301811-ykpiorgo 152 21 0 0 CD cord-301811-ykpiorgo 152 22 . . . cord-301811-ykpiorgo 153 1 Because because IN cord-301811-ykpiorgo 153 2 β β NN cord-301811-ykpiorgo 153 3 > > XX cord-301811-ykpiorgo 153 4 γ γ NN cord-301811-ykpiorgo 153 5 , , , cord-301811-ykpiorgo 153 6 which which WDT cord-301811-ykpiorgo 153 7 follows follow VBZ cord-301811-ykpiorgo 153 8 from from IN cord-301811-ykpiorgo 153 9 Eq Eq NNP cord-301811-ykpiorgo 153 10 4 4 CD cord-301811-ykpiorgo 153 11 , , , cord-301811-ykpiorgo 153 12 and and CC cord-301811-ykpiorgo 154 1 β β NN cord-301811-ykpiorgo 154 2 > > XX cord-301811-ykpiorgo 154 3 β β NN cord-301811-ykpiorgo 154 4 0 0 CD cord-301811-ykpiorgo 154 5 , , , cord-301811-ykpiorgo 154 6 the the DT cord-301811-ykpiorgo 154 7 lower lower RBR cord-301811-ykpiorgo 154 8 bound bind VBN cord-301811-ykpiorgo 154 9 of of IN cord-301811-ykpiorgo 154 10 the the DT cord-301811-ykpiorgo 154 11 number number NN cord-301811-ykpiorgo 154 12 of of IN cord-301811-ykpiorgo 154 13 all all DT cord-301811-ykpiorgo 154 14 infected infect VBN cord-301811-ykpiorgo 154 15 individuals individual NNS cord-301811-ykpiorgo 154 16 that that WDT cord-301811-ykpiorgo 154 17 recover recover VBP cord-301811-ykpiorgo 154 18 in in IN cord-301811-ykpiorgo 154 19 the the DT cord-301811-ykpiorgo 154 20 target target NN cord-301811-ykpiorgo 154 21 period period NN cord-301811-ykpiorgo 154 22 is be VBZ cord-301811-ykpiorgo 154 23 estimated estimate VBN cord-301811-ykpiorgo 154 24 by by IN cord-301811-ykpiorgo 154 25 the the DT cord-301811-ykpiorgo 154 26 number number NN cord-301811-ykpiorgo 154 27 of of IN cord-301811-ykpiorgo 154 28 diagnosed diagnose VBN cord-301811-ykpiorgo 154 29 and and CC cord-301811-ykpiorgo 154 30 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 154 31 symptomatic symptomatic JJ cord-301811-ykpiorgo 154 32 patients patient NNS cord-301811-ykpiorgo 154 33 that that WDT cord-301811-ykpiorgo 154 34 recover recover VBP cord-301811-ykpiorgo 154 35 in in IN cord-301811-ykpiorgo 154 36 the the DT cord-301811-ykpiorgo 154 37 period period NN cord-301811-ykpiorgo 154 38 multiplied multiply VBN cord-301811-ykpiorgo 154 39 by by IN cord-301811-ykpiorgo 154 40 max(γ max(γ NNP cord-301811-ykpiorgo 154 41 , , , cord-301811-ykpiorgo 154 42 β β NN cord-301811-ykpiorgo 154 43 0 0 CD cord-301811-ykpiorgo 154 44 ) ) -RRB- cord-301811-ykpiorgo 155 1 /β /β NNP cord-301811-ykpiorgo 155 2 0 0 NFP cord-301811-ykpiorgo 155 3 . . . cord-301811-ykpiorgo 156 1 The the DT cord-301811-ykpiorgo 156 2 estimates estimate NNS cord-301811-ykpiorgo 156 3 presented present VBN cord-301811-ykpiorgo 156 4 in in IN cord-301811-ykpiorgo 156 5 this this DT cord-301811-ykpiorgo 156 6 paper paper NN cord-301811-ykpiorgo 156 7 are be VBP cord-301811-ykpiorgo 156 8 rounded round VBN cord-301811-ykpiorgo 156 9 to to IN cord-301811-ykpiorgo 156 10 two two CD cord-301811-ykpiorgo 156 11 significant significant JJ cord-301811-ykpiorgo 156 12 digits digit NNS cord-301811-ykpiorgo 156 13 . . . cord-301811-ykpiorgo 157 1 S1 S1 NNP cord-301811-ykpiorgo 157 2 Code Code NNP cord-301811-ykpiorgo 157 3 is be VBZ cord-301811-ykpiorgo 157 4 the the DT cord-301811-ykpiorgo 157 5 code code NN cord-301811-ykpiorgo 157 6 that that WDT cord-301811-ykpiorgo 157 7 was be VBD cord-301811-ykpiorgo 157 8 used use VBN cord-301811-ykpiorgo 157 9 to to TO cord-301811-ykpiorgo 157 10 analyse analyse VB cord-301811-ykpiorgo 157 11 the the DT cord-301811-ykpiorgo 157 12 datasets dataset NNS cord-301811-ykpiorgo 157 13 and and CC cord-301811-ykpiorgo 157 14 generate generate VB cord-301811-ykpiorgo 157 15 the the DT cord-301811-ykpiorgo 157 16 figures figure NNS cord-301811-ykpiorgo 157 17 . . . cord-301811-ykpiorgo 158 1 We -PRON- PRP cord-301811-ykpiorgo 158 2 performed perform VBD cord-301811-ykpiorgo 158 3 simulations simulation NNS cord-301811-ykpiorgo 158 4 with with IN cord-301811-ykpiorgo 158 5 randomly randomly RB cord-301811-ykpiorgo 158 6 generated generate VBN cord-301811-ykpiorgo 158 7 100000 100000 CD cord-301811-ykpiorgo 158 8 parameter parameter NN cord-301811-ykpiorgo 158 9 sets set NNS cord-301811-ykpiorgo 158 10 and and CC cord-301811-ykpiorgo 158 11 accepted accept VBD cord-301811-ykpiorgo 158 12 the the DT cord-301811-ykpiorgo 158 13 parameter parameter NN cord-301811-ykpiorgo 158 14 sets set NNS cord-301811-ykpiorgo 158 15 that that WDT cord-301811-ykpiorgo 158 16 replicated replicate VBD cord-301811-ykpiorgo 158 17 the the DT cord-301811-ykpiorgo 158 18 average average JJ cord-301811-ykpiorgo 158 19 cluster cluster NN cord-301811-ykpiorgo 158 20 size size NN cord-301811-ykpiorgo 158 21 and and CC cord-301811-ykpiorgo 158 22 the the DT cord-301811-ykpiorgo 158 23 average average JJ cord-301811-ykpiorgo 158 24 time time NN cord-301811-ykpiorgo 158 25 from from IN cord-301811-ykpiorgo 158 26 onset onset NN cord-301811-ykpiorgo 158 27 to to IN cord-301811-ykpiorgo 158 28 diagnosis diagnosis NN cord-301811-ykpiorgo 158 29 of of IN cord-301811-ykpiorgo 158 30 clusters cluster NNS cord-301811-ykpiorgo 158 31 . . . cord-301811-ykpiorgo 159 1 Before before IN cord-301811-ykpiorgo 159 2 applying apply VBG cord-301811-ykpiorgo 159 3 the the DT cord-301811-ykpiorgo 159 4 parameter parameter NN cord-301811-ykpiorgo 159 5 estimation estimation NN cord-301811-ykpiorgo 159 6 to to IN cord-301811-ykpiorgo 159 7 datasets dataset NNS cord-301811-ykpiorgo 159 8 1 1 CD cord-301811-ykpiorgo 159 9 and and CC cord-301811-ykpiorgo 159 10 2 2 CD cord-301811-ykpiorgo 159 11 , , , cord-301811-ykpiorgo 159 12 we -PRON- PRP cord-301811-ykpiorgo 159 13 tested test VBD cord-301811-ykpiorgo 159 14 whether whether IN cord-301811-ykpiorgo 159 15 the the DT cord-301811-ykpiorgo 159 16 present present JJ cord-301811-ykpiorgo 159 17 model model NN cord-301811-ykpiorgo 159 18 can can MD cord-301811-ykpiorgo 159 19 successfully successfully RB cord-301811-ykpiorgo 159 20 estimate estimate VB cord-301811-ykpiorgo 159 21 the the DT cord-301811-ykpiorgo 159 22 parameter parameter NN cord-301811-ykpiorgo 159 23 values value NNS cord-301811-ykpiorgo 159 24 of of IN cord-301811-ykpiorgo 159 25 an an DT cord-301811-ykpiorgo 159 26 artificial artificial JJ cord-301811-ykpiorgo 159 27 data datum NNS cord-301811-ykpiorgo 159 28 . . . cord-301811-ykpiorgo 160 1 The the DT cord-301811-ykpiorgo 160 2 artificial artificial JJ cord-301811-ykpiorgo 160 3 data datum NNS cord-301811-ykpiorgo 160 4 was be VBD cord-301811-ykpiorgo 160 5 generated generate VBN cord-301811-ykpiorgo 160 6 by by IN cord-301811-ykpiorgo 160 7 a a DT cord-301811-ykpiorgo 160 8 simulation simulation NN cord-301811-ykpiorgo 160 9 run run VBN cord-301811-ykpiorgo 160 10 of of IN cord-301811-ykpiorgo 160 11 the the DT cord-301811-ykpiorgo 160 12 model model NN cord-301811-ykpiorgo 160 13 with with IN cord-301811-ykpiorgo 160 14 β β NN cord-301811-ykpiorgo 160 15 0 0 CD cord-301811-ykpiorgo 160 16 = = SYM cord-301811-ykpiorgo 160 17 0.1 0.1 CD cord-301811-ykpiorgo 160 18 and and CC cord-301811-ykpiorgo 160 19 κ κ NN cord-301811-ykpiorgo 160 20 = = SYM cord-301811-ykpiorgo 160 21 0.05 0.05 CD cord-301811-ykpiorgo 160 22 . . . cord-301811-ykpiorgo 161 1 In in IN cord-301811-ykpiorgo 161 2 this this DT cord-301811-ykpiorgo 161 3 simulation simulation NN cord-301811-ykpiorgo 161 4 , , , cord-301811-ykpiorgo 161 5 the the DT cord-301811-ykpiorgo 161 6 average average JJ cord-301811-ykpiorgo 161 7 cluster cluster NN cord-301811-ykpiorgo 161 8 size size NN cord-301811-ykpiorgo 161 9 was be VBD cord-301811-ykpiorgo 161 10 2.1 2.1 CD cord-301811-ykpiorgo 161 11 , , , cord-301811-ykpiorgo 161 12 and and CC cord-301811-ykpiorgo 161 13 the the DT cord-301811-ykpiorgo 161 14 average average JJ cord-301811-ykpiorgo 161 15 time time NN cord-301811-ykpiorgo 161 16 from from IN cord-301811-ykpiorgo 161 17 onset onset NN cord-301811-ykpiorgo 161 18 to to IN cord-301811-ykpiorgo 161 19 diagnosis diagnosis NN cord-301811-ykpiorgo 161 20 of of IN cord-301811-ykpiorgo 161 21 clusters cluster NNS cord-301811-ykpiorgo 161 22 was be VBD cord-301811-ykpiorgo 161 23 5.6 5.6 CD cord-301811-ykpiorgo 161 24 . . . cord-301811-ykpiorgo 162 1 The the DT cord-301811-ykpiorgo 162 2 orange orange NN cord-301811-ykpiorgo 162 3 crosses crosse NNS cord-301811-ykpiorgo 162 4 , , , cord-301811-ykpiorgo 162 5 blue blue JJ cord-301811-ykpiorgo 162 6 triangles triangle NNS cord-301811-ykpiorgo 162 7 , , , cord-301811-ykpiorgo 162 8 and and CC cord-301811-ykpiorgo 162 9 filled fill VBN cord-301811-ykpiorgo 162 10 circles circle NNS cord-301811-ykpiorgo 162 11 in in IN cord-301811-ykpiorgo 162 12 Fig Fig NNP cord-301811-ykpiorgo 163 1 To to TO cord-301811-ykpiorgo 163 2 examine examine VB cord-301811-ykpiorgo 163 3 the the DT cord-301811-ykpiorgo 163 4 number number NN cord-301811-ykpiorgo 163 5 of of IN cord-301811-ykpiorgo 163 6 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 163 7 symptomatic symptomatic JJ cord-301811-ykpiorgo 163 8 patients patient NNS cord-301811-ykpiorgo 163 9 , , , cord-301811-ykpiorgo 163 10 we -PRON- PRP cord-301811-ykpiorgo 163 11 calculated calculate VBD cord-301811-ykpiorgo 163 12 the the DT cord-301811-ykpiorgo 163 13 number number NN cord-301811-ykpiorgo 163 14 of of IN cord-301811-ykpiorgo 163 15 nodes node NNS cord-301811-ykpiorgo 163 16 that that WDT cord-301811-ykpiorgo 163 17 recovered recover VBD cord-301811-ykpiorgo 163 18 without without IN cord-301811-ykpiorgo 163 19 being be VBG cord-301811-ykpiorgo 163 20 diagnosed diagnose VBN cord-301811-ykpiorgo 163 21 in in IN cord-301811-ykpiorgo 163 22 the the DT cord-301811-ykpiorgo 163 23 target target NN cord-301811-ykpiorgo 163 24 period period NN cord-301811-ykpiorgo 163 25 . . . cord-301811-ykpiorgo 164 1 Fig fig NN cord-301811-ykpiorgo 164 2 5A 5a NN cord-301811-ykpiorgo 164 3 and and CC cord-301811-ykpiorgo 164 4 5C 5c CD cord-301811-ykpiorgo 164 5 show show VBP cord-301811-ykpiorgo 164 6 the the DT cord-301811-ykpiorgo 164 7 number number NN cord-301811-ykpiorgo 164 8 of of IN cord-301811-ykpiorgo 164 9 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 164 10 symptomatic symptomatic JJ cord-301811-ykpiorgo 164 11 patients patient NNS cord-301811-ykpiorgo 164 12 per per IN cord-301811-ykpiorgo 164 13 diagnosed diagnosed JJ cord-301811-ykpiorgo 164 14 symptomatic symptomatic JJ cord-301811-ykpiorgo 164 15 patient patient NN cord-301811-ykpiorgo 164 16 for for IN cord-301811-ykpiorgo 164 17 dataset dataset NN cord-301811-ykpiorgo 164 18 1 1 CD cord-301811-ykpiorgo 164 19 and and CC cord-301811-ykpiorgo 164 20 2 2 CD cord-301811-ykpiorgo 164 21 , , , cord-301811-ykpiorgo 164 22 respectively respectively RB cord-301811-ykpiorgo 164 23 . . . cord-301811-ykpiorgo 165 1 The the DT cord-301811-ykpiorgo 165 2 95 95 CD cord-301811-ykpiorgo 165 3 % % NN cord-301811-ykpiorgo 165 4 C.I. C.I. NNP cord-301811-ykpiorgo 165 5 were be VBD cord-301811-ykpiorgo 165 6 [ [ -LRB- cord-301811-ykpiorgo 165 7 0.95 0.95 CD cord-301811-ykpiorgo 165 8 , , , cord-301811-ykpiorgo 165 9 3.8 3.8 CD cord-301811-ykpiorgo 165 10 ] ] -RRB- cord-301811-ykpiorgo 165 11 ( ( -LRB- cord-301811-ykpiorgo 165 12 median median NN cord-301811-ykpiorgo 165 13 1.7 1.7 CD cord-301811-ykpiorgo 165 14 ) ) -RRB- cord-301811-ykpiorgo 165 15 for for IN cord-301811-ykpiorgo 165 16 dataset dataset NN cord-301811-ykpiorgo 165 17 1 1 CD cord-301811-ykpiorgo 165 18 and and CC cord-301811-ykpiorgo 165 19 [ [ -LRB- cord-301811-ykpiorgo 165 20 0.35 0.35 CD cord-301811-ykpiorgo 165 21 , , , cord-301811-ykpiorgo 165 22 1.9 1.9 CD cord-301811-ykpiorgo 165 23 ] ] -RRB- cord-301811-ykpiorgo 166 1 ( ( -LRB- cord-301811-ykpiorgo 166 2 median median NN cord-301811-ykpiorgo 166 3 0.77 0.77 CD cord-301811-ykpiorgo 166 4 ) ) -RRB- cord-301811-ykpiorgo 166 5 for for IN cord-301811-ykpiorgo 166 6 dataset dataset NN cord-301811-ykpiorgo 166 7 2 2 CD cord-301811-ykpiorgo 166 8 . . . cord-301811-ykpiorgo 167 1 The the DT cord-301811-ykpiorgo 167 2 lower lower RBR cord-301811-ykpiorgo 167 3 bound bind VBN cord-301811-ykpiorgo 167 4 of of IN cord-301811-ykpiorgo 167 5 the the DT cord-301811-ykpiorgo 167 6 number number NN cord-301811-ykpiorgo 167 7 of of IN cord-301811-ykpiorgo 167 8 all all DT cord-301811-ykpiorgo 167 9 infected infect VBN cord-301811-ykpiorgo 167 10 individuals individual NNS cord-301811-ykpiorgo 167 11 is be VBZ cord-301811-ykpiorgo 167 12 estimated estimate VBN cord-301811-ykpiorgo 167 13 by by IN cord-301811-ykpiorgo 167 14 the the DT cord-301811-ykpiorgo 167 15 number number NN cord-301811-ykpiorgo 167 16 of of IN cord-301811-ykpiorgo 167 17 diagnosed diagnose VBN cord-301811-ykpiorgo 167 18 and and CC cord-301811-ykpiorgo 167 19 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 167 20 symptomatic symptomatic JJ cord-301811-ykpiorgo 167 21 patients patient NNS cord-301811-ykpiorgo 167 22 multiplied multiply VBN cord-301811-ykpiorgo 167 23 by by IN cord-301811-ykpiorgo 167 24 max max NNP cord-301811-ykpiorgo 167 25 ( ( -LRB- cord-301811-ykpiorgo 167 26 γ γ NNP cord-301811-ykpiorgo 167 27 , , , cord-301811-ykpiorgo 167 28 β β NN cord-301811-ykpiorgo 167 29 0 0 CD cord-301811-ykpiorgo 167 30 ) ) -RRB- cord-301811-ykpiorgo 168 1 /β /β NNP cord-301811-ykpiorgo 168 2 0 0 NFP cord-301811-ykpiorgo 169 1 ( ( -LRB- cord-301811-ykpiorgo 169 2 Fig Fig NNP cord-301811-ykpiorgo 169 3 5B 5b NN cord-301811-ykpiorgo 169 4 and and CC cord-301811-ykpiorgo 169 5 5D 5d CD cord-301811-ykpiorgo 169 6 ) ) -RRB- cord-301811-ykpiorgo 169 7 . . . cord-301811-ykpiorgo 170 1 The the DT cord-301811-ykpiorgo 170 2 95 95 CD cord-301811-ykpiorgo 170 3 % % NN cord-301811-ykpiorgo 170 4 C.I. C.I. NNP cord-301811-ykpiorgo 170 5 of of IN cord-301811-ykpiorgo 170 6 the the DT cord-301811-ykpiorgo 170 7 lower lower RBR cord-301811-ykpiorgo 170 8 bound bind VBN cord-301811-ykpiorgo 170 9 of of IN cord-301811-ykpiorgo 170 10 the the DT cord-301811-ykpiorgo 170 11 total total JJ cord-301811-ykpiorgo 170 12 number number NN cord-301811-ykpiorgo 170 13 of of IN cord-301811-ykpiorgo 170 14 infected infected JJ cord-301811-ykpiorgo 170 15 individuals individual NNS cord-301811-ykpiorgo 170 16 per per IN cord-301811-ykpiorgo 170 17 diagnosed diagnose VBN cord-301811-ykpiorgo 170 18 patient patient NN cord-301811-ykpiorgo 170 19 were be VBD cord-301811-ykpiorgo 170 20 [ [ -LRB- cord-301811-ykpiorgo 170 21 2.3 2.3 CD cord-301811-ykpiorgo 170 22 , , , cord-301811-ykpiorgo 170 23 8.2 8.2 CD cord-301811-ykpiorgo 170 24 ] ] -RRB- cord-301811-ykpiorgo 170 25 ( ( -LRB- cord-301811-ykpiorgo 170 26 median median NN cord-301811-ykpiorgo 170 27 4.2 4.2 CD cord-301811-ykpiorgo 170 28 ) ) -RRB- cord-301811-ykpiorgo 170 29 for for IN cord-301811-ykpiorgo 170 30 dataset dataset NN cord-301811-ykpiorgo 170 31 1 1 CD cord-301811-ykpiorgo 170 32 and and CC cord-301811-ykpiorgo 170 33 [ [ -LRB- cord-301811-ykpiorgo 170 34 1.5 1.5 CD cord-301811-ykpiorgo 170 35 , , , cord-301811-ykpiorgo 170 36 6.3 6.3 CD cord-301811-ykpiorgo 170 37 ] ] -RRB- cord-301811-ykpiorgo 170 38 ( ( -LRB- cord-301811-ykpiorgo 170 39 median median NN cord-301811-ykpiorgo 170 40 2.4 2.4 CD cord-301811-ykpiorgo 170 41 ) ) -RRB- cord-301811-ykpiorgo 170 42 for for IN cord-301811-ykpiorgo 170 43 dataset dataset NN cord-301811-ykpiorgo 170 44 2 2 CD cord-301811-ykpiorgo 170 45 , , , cord-301811-ykpiorgo 170 46 the the DT cord-301811-ykpiorgo 170 47 former former JJ cord-301811-ykpiorgo 170 48 of of IN cord-301811-ykpiorgo 170 49 which which WDT cord-301811-ykpiorgo 170 50 is be VBZ cord-301811-ykpiorgo 170 51 consistent consistent JJ cord-301811-ykpiorgo 170 52 with with IN cord-301811-ykpiorgo 170 53 a a DT cord-301811-ykpiorgo 170 54 previous previous JJ cord-301811-ykpiorgo 170 55 estimate estimate NN cord-301811-ykpiorgo 170 56 , , , cord-301811-ykpiorgo 170 57 1/0.14 1/0.14 NNP cord-301811-ykpiorgo 170 58 [ [ -LRB- cord-301811-ykpiorgo 170 59 23 23 CD cord-301811-ykpiorgo 170 60 ] ] -RRB- cord-301811-ykpiorgo 170 61 . . . cord-301811-ykpiorgo 171 1 These these DT cord-301811-ykpiorgo 171 2 estimates estimate NNS cord-301811-ykpiorgo 171 3 suggest suggest VBP cord-301811-ykpiorgo 171 4 that that IN cord-301811-ykpiorgo 171 5 around around IN cord-301811-ykpiorgo 171 6 half half NN cord-301811-ykpiorgo 171 7 of of IN cord-301811-ykpiorgo 171 8 infected infected JJ cord-301811-ykpiorgo 171 9 individuals individual NNS cord-301811-ykpiorgo 171 10 remain remain VBP cord-301811-ykpiorgo 171 11 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 171 12 . . . cord-301811-ykpiorgo 172 1 This this DT cord-301811-ykpiorgo 172 2 is be VBZ cord-301811-ykpiorgo 172 3 consistent consistent JJ cord-301811-ykpiorgo 172 4 with with IN cord-301811-ykpiorgo 172 5 a a DT cord-301811-ykpiorgo 172 6 previous previous JJ cord-301811-ykpiorgo 172 7 report report NN cord-301811-ykpiorgo 172 8 on on IN cord-301811-ykpiorgo 172 9 a a DT cord-301811-ykpiorgo 172 10 cruise cruise NN cord-301811-ykpiorgo 172 11 ship ship NN cord-301811-ykpiorgo 172 12 , , , cord-301811-ykpiorgo 172 13 in in IN cord-301811-ykpiorgo 172 14 which which WDT cord-301811-ykpiorgo 172 15 334 334 CD cord-301811-ykpiorgo 172 16 out out IN cord-301811-ykpiorgo 172 17 of of IN cord-301811-ykpiorgo 172 18 712 712 CD cord-301811-ykpiorgo 172 19 infected infect VBN cord-301811-ykpiorgo 172 20 individuals individual NNS cord-301811-ykpiorgo 172 21 remained remain VBD cord-301811-ykpiorgo 172 22 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 172 23 [ [ -LRB- cord-301811-ykpiorgo 172 24 24 24 CD cord-301811-ykpiorgo 172 25 ] ] -RRB- cord-301811-ykpiorgo 172 26 . . . cord-301811-ykpiorgo 173 1 The the DT cord-301811-ykpiorgo 173 2 95 95 CD cord-301811-ykpiorgo 173 3 % % NN cord-301811-ykpiorgo 173 4 C.I. C.I. NNP cord-301811-ykpiorgo 173 5 of of IN cord-301811-ykpiorgo 173 6 the the DT cord-301811-ykpiorgo 173 7 lower lower RBR cord-301811-ykpiorgo 173 8 bound bind VBN cord-301811-ykpiorgo 173 9 of of IN cord-301811-ykpiorgo 173 10 the the DT cord-301811-ykpiorgo 173 11 total total JJ cord-301811-ykpiorgo 173 12 numbers number NNS cord-301811-ykpiorgo 173 13 of of IN cord-301811-ykpiorgo 173 14 infected infected JJ cord-301811-ykpiorgo 173 15 individuals individual NNS cord-301811-ykpiorgo 173 16 who who WP cord-301811-ykpiorgo 173 17 recovered recover VBD cord-301811-ykpiorgo 173 18 before before IN cord-301811-ykpiorgo 173 19 the the DT cord-301811-ykpiorgo 173 20 declaration declaration NN cord-301811-ykpiorgo 173 21 of of IN cord-301811-ykpiorgo 173 22 the the DT cord-301811-ykpiorgo 173 23 state state NN cord-301811-ykpiorgo 173 24 of of IN cord-301811-ykpiorgo 173 25 emergency emergency NN cord-301811-ykpiorgo 173 26 and and CC cord-301811-ykpiorgo 173 27 those those DT cord-301811-ykpiorgo 173 28 who who WP cord-301811-ykpiorgo 173 29 recovered recover VBD cord-301811-ykpiorgo 173 30 between between IN cord-301811-ykpiorgo 173 31 the the DT cord-301811-ykpiorgo 173 32 declaration declaration NN cord-301811-ykpiorgo 173 33 and and CC cord-301811-ykpiorgo 173 34 lifting lifting NN cord-301811-ykpiorgo 173 35 were be VBD cord-301811-ykpiorgo 173 36 [ [ -LRB- cord-301811-ykpiorgo 173 37 290 290 CD cord-301811-ykpiorgo 173 38 , , , cord-301811-ykpiorgo 173 39 1000 1000 CD cord-301811-ykpiorgo 173 40 ] ] -RRB- cord-301811-ykpiorgo 173 41 ( ( -LRB- cord-301811-ykpiorgo 173 42 median median JJ cord-301811-ykpiorgo 173 43 530 530 CD cord-301811-ykpiorgo 173 44 ) ) -RRB- cord-301811-ykpiorgo 173 45 and and CC cord-301811-ykpiorgo 173 46 [ [ -LRB- cord-301811-ykpiorgo 173 47 64 64 CD cord-301811-ykpiorgo 173 48 , , , cord-301811-ykpiorgo 173 49 270 270 CD cord-301811-ykpiorgo 173 50 ] ] -RRB- cord-301811-ykpiorgo 174 1 ( ( -LRB- cord-301811-ykpiorgo 174 2 median median NN cord-301811-ykpiorgo 174 3 110 110 CD cord-301811-ykpiorgo 174 4 ) ) -RRB- cord-301811-ykpiorgo 174 5 , , , cord-301811-ykpiorgo 174 6 respectively respectively RB cord-301811-ykpiorgo 174 7 . . . cord-301811-ykpiorgo 175 1 To to TO cord-301811-ykpiorgo 175 2 examine examine VB cord-301811-ykpiorgo 175 3 the the DT cord-301811-ykpiorgo 175 4 sensitivity sensitivity NN cord-301811-ykpiorgo 175 5 of of IN cord-301811-ykpiorgo 175 6 the the DT cord-301811-ykpiorgo 175 7 estimates estimate NNS cord-301811-ykpiorgo 175 8 on on IN cord-301811-ykpiorgo 175 9 the the DT cord-301811-ykpiorgo 175 10 value value NN cord-301811-ykpiorgo 175 11 of of IN cord-301811-ykpiorgo 175 12 γ γ NN cord-301811-ykpiorgo 175 13 , , , cord-301811-ykpiorgo 175 14 we -PRON- PRP cord-301811-ykpiorgo 175 15 performed perform VBD cord-301811-ykpiorgo 175 16 the the DT cord-301811-ykpiorgo 175 17 simulations simulation NNS cord-301811-ykpiorgo 175 18 with with IN cord-301811-ykpiorgo 175 19 γ γ NN cord-301811-ykpiorgo 175 20 = = SYM cord-301811-ykpiorgo 175 21 1/10 1/10 CD cord-301811-ykpiorgo 175 22 and and CC cord-301811-ykpiorgo 175 23 γ γ NN cord-301811-ykpiorgo 175 24 = = SYM cord-301811-ykpiorgo 175 25 1/20 1/20 CD cord-301811-ykpiorgo 175 26 . . . cord-301811-ykpiorgo 176 1 The the DT cord-301811-ykpiorgo 176 2 medians median NNS cord-301811-ykpiorgo 176 3 of of IN cord-301811-ykpiorgo 176 4 the the DT cord-301811-ykpiorgo 176 5 number number NN cord-301811-ykpiorgo 176 6 of of IN cord-301811-ykpiorgo 176 7 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 176 8 symptomatic symptomatic JJ cord-301811-ykpiorgo 176 9 patients patient NNS cord-301811-ykpiorgo 176 10 per per IN cord-301811-ykpiorgo 176 11 diagnosed diagnosed JJ cord-301811-ykpiorgo 176 12 symptomatic symptomatic JJ cord-301811-ykpiorgo 176 13 patient patient NN cord-301811-ykpiorgo 176 14 for for IN cord-301811-ykpiorgo 176 15 dataset dataset NN cord-301811-ykpiorgo 176 16 1 1 CD cord-301811-ykpiorgo 176 17 and and CC cord-301811-ykpiorgo 176 18 2 2 CD cord-301811-ykpiorgo 176 19 were be VBD cord-301811-ykpiorgo 176 20 5.8 5.8 CD cord-301811-ykpiorgo 176 21 and and CC cord-301811-ykpiorgo 176 22 1.5 1.5 CD cord-301811-ykpiorgo 176 23 for for IN cord-301811-ykpiorgo 176 24 γ γ NN cord-301811-ykpiorgo 176 25 = = SYM cord-301811-ykpiorgo 176 26 1/10 1/10 CD cord-301811-ykpiorgo 176 27 and and CC cord-301811-ykpiorgo 176 28 0.79 0.79 CD cord-301811-ykpiorgo 176 29 and and CC cord-301811-ykpiorgo 176 30 0.45 0.45 CD cord-301811-ykpiorgo 176 31 for for IN cord-301811-ykpiorgo 176 32 γ γ NN cord-301811-ykpiorgo 176 33 = = SYM cord-301811-ykpiorgo 176 34 1/20 1/20 CD cord-301811-ykpiorgo 176 35 , , , cord-301811-ykpiorgo 176 36 respectively respectively RB cord-301811-ykpiorgo 176 37 . . . cord-301811-ykpiorgo 177 1 The the DT cord-301811-ykpiorgo 177 2 medians median NNS cord-301811-ykpiorgo 177 3 of of IN cord-301811-ykpiorgo 177 4 the the DT cord-301811-ykpiorgo 177 5 lower lower RBR cord-301811-ykpiorgo 177 6 bound bind VBN cord-301811-ykpiorgo 177 7 of of IN cord-301811-ykpiorgo 177 8 the the DT cord-301811-ykpiorgo 177 9 total total JJ cord-301811-ykpiorgo 177 10 number number NN cord-301811-ykpiorgo 177 11 of of IN cord-301811-ykpiorgo 177 12 infected infected JJ cord-301811-ykpiorgo 177 13 individuals individual NNS cord-301811-ykpiorgo 177 14 per per IN cord-301811-ykpiorgo 177 15 diagnosed diagnose VBN cord-301811-ykpiorgo 177 16 patient patient NN cord-301811-ykpiorgo 177 17 for for IN cord-301811-ykpiorgo 177 18 dataset dataset NN cord-301811-ykpiorgo 177 19 1 1 CD cord-301811-ykpiorgo 177 20 and and CC cord-301811-ykpiorgo 177 21 2 2 CD cord-301811-ykpiorgo 177 22 were be VBD cord-301811-ykpiorgo 177 23 8.9 8.9 CD cord-301811-ykpiorgo 177 24 and and CC cord-301811-ykpiorgo 177 25 3.4 3.4 CD cord-301811-ykpiorgo 177 26 for for IN cord-301811-ykpiorgo 177 27 γ γ NN cord-301811-ykpiorgo 177 28 = = SYM cord-301811-ykpiorgo 177 29 1/10 1/10 CD cord-301811-ykpiorgo 177 30 and and CC cord-301811-ykpiorgo 177 31 2.9 2.9 CD cord-301811-ykpiorgo 177 32 and and CC cord-301811-ykpiorgo 177 33 2.0 2.0 CD cord-301811-ykpiorgo 177 34 for for IN cord-301811-ykpiorgo 177 35 γ γ NN cord-301811-ykpiorgo 177 36 = = SYM cord-301811-ykpiorgo 177 37 1/20 1/20 CD cord-301811-ykpiorgo 177 38 , , , cord-301811-ykpiorgo 177 39 respectively respectively RB cord-301811-ykpiorgo 177 40 . . . cord-301811-ykpiorgo 178 1 The the DT cord-301811-ykpiorgo 178 2 medians median NNS cord-301811-ykpiorgo 178 3 of of IN cord-301811-ykpiorgo 178 4 the the DT cord-301811-ykpiorgo 178 5 lower lower RBR cord-301811-ykpiorgo 178 6 bound bind VBN cord-301811-ykpiorgo 178 7 of of IN cord-301811-ykpiorgo 178 8 the the DT cord-301811-ykpiorgo 178 9 total total JJ cord-301811-ykpiorgo 178 10 numbers number NNS cord-301811-ykpiorgo 178 11 of of IN cord-301811-ykpiorgo 178 12 infected infected JJ cord-301811-ykpiorgo 178 13 individuals individual NNS cord-301811-ykpiorgo 178 14 who who WP cord-301811-ykpiorgo 178 15 recovered recover VBD cord-301811-ykpiorgo 178 16 before before IN cord-301811-ykpiorgo 178 17 the the DT cord-301811-ykpiorgo 178 18 declaration declaration NN cord-301811-ykpiorgo 178 19 of of IN cord-301811-ykpiorgo 178 20 the the DT cord-301811-ykpiorgo 178 21 state state NN cord-301811-ykpiorgo 178 22 of of IN cord-301811-ykpiorgo 178 23 emergency emergency NN cord-301811-ykpiorgo 178 24 and and CC cord-301811-ykpiorgo 178 25 those those DT cord-301811-ykpiorgo 178 26 who who WP cord-301811-ykpiorgo 178 27 recovered recover VBD cord-301811-ykpiorgo 178 28 between between IN cord-301811-ykpiorgo 178 29 the the DT cord-301811-ykpiorgo 178 30 declaration declaration NN cord-301811-ykpiorgo 178 31 and and CC cord-301811-ykpiorgo 178 32 lifting lifting NN cord-301811-ykpiorgo 178 33 were be VBD cord-301811-ykpiorgo 178 34 1100 1100 CD cord-301811-ykpiorgo 178 35 and and CC cord-301811-ykpiorgo 178 36 150 150 CD cord-301811-ykpiorgo 178 37 for for IN cord-301811-ykpiorgo 178 38 γ γ NN cord-301811-ykpiorgo 178 39 = = SYM cord-301811-ykpiorgo 178 40 1/10 1/10 CD cord-301811-ykpiorgo 178 41 and and CC cord-301811-ykpiorgo 178 42 370 370 CD cord-301811-ykpiorgo 178 43 and and CC cord-301811-ykpiorgo 178 44 88 88 CD cord-301811-ykpiorgo 178 45 for for IN cord-301811-ykpiorgo 178 46 γ γ NN cord-301811-ykpiorgo 178 47 = = SYM cord-301811-ykpiorgo 178 48 1/20 1/20 CD cord-301811-ykpiorgo 178 49 , , , cord-301811-ykpiorgo 178 50 respectively respectively RB cord-301811-ykpiorgo 178 51 . . . cord-301811-ykpiorgo 179 1 Hence hence RB cord-301811-ykpiorgo 179 2 , , , cord-301811-ykpiorgo 179 3 a a DT cord-301811-ykpiorgo 179 4 greater great JJR cord-301811-ykpiorgo 179 5 γ γ NN cord-301811-ykpiorgo 179 6 , , , cord-301811-ykpiorgo 179 7 i.e. i.e. FW cord-301811-ykpiorgo 179 8 , , , cord-301811-ykpiorgo 179 9 a a DT cord-301811-ykpiorgo 179 10 shorter short JJR cord-301811-ykpiorgo 179 11 mean mean JJ cord-301811-ykpiorgo 179 12 infective infective JJ cord-301811-ykpiorgo 179 13 period period NN cord-301811-ykpiorgo 179 14 increases increase VBZ cord-301811-ykpiorgo 179 15 the the DT cord-301811-ykpiorgo 179 16 estimated estimate VBN cord-301811-ykpiorgo 179 17 number number NN cord-301811-ykpiorgo 179 18 of of IN cord-301811-ykpiorgo 179 19 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 179 20 patients patient NNS cord-301811-ykpiorgo 179 21 , , , cord-301811-ykpiorgo 179 22 and and CC cord-301811-ykpiorgo 179 23 a a DT cord-301811-ykpiorgo 179 24 less less JJR cord-301811-ykpiorgo 179 25 γ γ NN cord-301811-ykpiorgo 179 26 , , , cord-301811-ykpiorgo 179 27 i.e. i.e. FW cord-301811-ykpiorgo 179 28 , , , cord-301811-ykpiorgo 179 29 a a DT cord-301811-ykpiorgo 179 30 longer long RBR cord-301811-ykpiorgo 179 31 mean mean JJ cord-301811-ykpiorgo 179 32 infective infective JJ cord-301811-ykpiorgo 179 33 period period NN cord-301811-ykpiorgo 179 34 decreases decrease VBZ cord-301811-ykpiorgo 179 35 the the DT cord-301811-ykpiorgo 179 36 estimated estimate VBN cord-301811-ykpiorgo 179 37 number number NN cord-301811-ykpiorgo 179 38 of of IN cord-301811-ykpiorgo 179 39 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 179 40 patients patient NNS cord-301811-ykpiorgo 179 41 . . . cord-301811-ykpiorgo 180 1 In in IN cord-301811-ykpiorgo 180 2 this this DT cord-301811-ykpiorgo 180 3 paper paper NN cord-301811-ykpiorgo 180 4 , , , cord-301811-ykpiorgo 180 5 we -PRON- PRP cord-301811-ykpiorgo 180 6 have have VBP cord-301811-ykpiorgo 180 7 formulated formulate VBN cord-301811-ykpiorgo 180 8 a a DT cord-301811-ykpiorgo 180 9 model model NN cord-301811-ykpiorgo 180 10 to to TO cord-301811-ykpiorgo 180 11 describe describe VB cord-301811-ykpiorgo 180 12 the the DT cord-301811-ykpiorgo 180 13 spreading spreading NN cord-301811-ykpiorgo 180 14 of of IN cord-301811-ykpiorgo 180 15 infection infection NN cord-301811-ykpiorgo 180 16 and and CC cord-301811-ykpiorgo 180 17 the the DT cord-301811-ykpiorgo 180 18 quarantine quarantine NN cord-301811-ykpiorgo 180 19 of of IN cord-301811-ykpiorgo 180 20 infected infected JJ cord-301811-ykpiorgo 180 21 individuals individual NNS cord-301811-ykpiorgo 180 22 , , , cord-301811-ykpiorgo 180 23 and and CC cord-301811-ykpiorgo 180 24 estimated estimate VBD cord-301811-ykpiorgo 180 25 the the DT cord-301811-ykpiorgo 180 26 number number NN cord-301811-ykpiorgo 180 27 of of IN cord-301811-ykpiorgo 180 28 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 180 29 symptomatic symptomatic JJ cord-301811-ykpiorgo 180 30 and and CC cord-301811-ykpiorgo 180 31 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 180 32 COVID-19 covid-19 JJ cord-301811-ykpiorgo 180 33 patients patient NNS cord-301811-ykpiorgo 180 34 in in IN cord-301811-ykpiorgo 180 35 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 180 36 . . . cord-301811-ykpiorgo 181 1 The the DT cord-301811-ykpiorgo 181 2 estimated estimate VBN cord-301811-ykpiorgo 181 3 percentages percentage NNS cord-301811-ykpiorgo 181 4 of of IN cord-301811-ykpiorgo 181 5 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 181 6 symptomatic symptomatic JJ cord-301811-ykpiorgo 181 7 and and CC cord-301811-ykpiorgo 181 8 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 181 9 patients patient NNS cord-301811-ykpiorgo 181 10 coincided coincide VBD cord-301811-ykpiorgo 181 11 with with IN cord-301811-ykpiorgo 181 12 previous previous JJ cord-301811-ykpiorgo 181 13 studies study NNS cord-301811-ykpiorgo 181 14 [ [ -LRB- cord-301811-ykpiorgo 181 15 23 23 CD cord-301811-ykpiorgo 181 16 , , , cord-301811-ykpiorgo 181 17 25 25 CD cord-301811-ykpiorgo 181 18 ] ] -RRB- cord-301811-ykpiorgo 181 19 . . . cord-301811-ykpiorgo 182 1 The the DT cord-301811-ykpiorgo 182 2 _SP cord-301811-ykpiorgo 182 3 Estimation Estimation NNP cord-301811-ykpiorgo 182 4 of of IN cord-301811-ykpiorgo 182 5 the the DT cord-301811-ykpiorgo 182 6 percentages percentage NNS cord-301811-ykpiorgo 182 7 of of IN cord-301811-ykpiorgo 182 8 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 182 9 patients patient NNS cord-301811-ykpiorgo 182 10 of of IN cord-301811-ykpiorgo 182 11 SARS SARS NNP cord-301811-ykpiorgo 182 12 - - HYPH cord-301811-ykpiorgo 182 13 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 182 14 infection infection NN cord-301811-ykpiorgo 182 15 in in IN cord-301811-ykpiorgo 182 16 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 182 17 , , , cord-301811-ykpiorgo 182 18 Japan Japan NNP cord-301811-ykpiorgo 182 19 estimated estimate VBD cord-301811-ykpiorgo 182 20 lower lower RBR cord-301811-ykpiorgo 182 21 bound bind VBN cord-301811-ykpiorgo 182 22 of of IN cord-301811-ykpiorgo 182 23 the the DT cord-301811-ykpiorgo 182 24 total total JJ cord-301811-ykpiorgo 182 25 number number NN cord-301811-ykpiorgo 182 26 of of IN cord-301811-ykpiorgo 182 27 patients patient NNS cord-301811-ykpiorgo 182 28 that that WDT cord-301811-ykpiorgo 182 29 recovered recover VBD cord-301811-ykpiorgo 182 30 before before IN cord-301811-ykpiorgo 182 31 the the DT cord-301811-ykpiorgo 182 32 declaration declaration NN cord-301811-ykpiorgo 182 33 of of IN cord-301811-ykpiorgo 182 34 a a DT cord-301811-ykpiorgo 182 35 state state NN cord-301811-ykpiorgo 182 36 of of IN cord-301811-ykpiorgo 182 37 emergency emergency NN cord-301811-ykpiorgo 182 38 was be VBD cord-301811-ykpiorgo 182 39 also also RB cord-301811-ykpiorgo 182 40 consistent consistent JJ cord-301811-ykpiorgo 182 41 with with IN cord-301811-ykpiorgo 182 42 a a DT cord-301811-ykpiorgo 182 43 previous previous JJ cord-301811-ykpiorgo 182 44 study study NN cord-301811-ykpiorgo 182 45 , , , cord-301811-ykpiorgo 182 46 which which WDT cord-301811-ykpiorgo 182 47 estimated estimate VBD cord-301811-ykpiorgo 182 48 that that IN cord-301811-ykpiorgo 182 49 the the DT cord-301811-ykpiorgo 182 50 cumulative cumulative JJ cord-301811-ykpiorgo 182 51 incidence incidence NN cord-301811-ykpiorgo 182 52 in in IN cord-301811-ykpiorgo 182 53 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 182 54 was be VBD cord-301811-ykpiorgo 182 55 2297 2297 CD cord-301811-ykpiorgo 182 56 cases case NNS cord-301811-ykpiorgo 182 57 on on IN cord-301811-ykpiorgo 182 58 February February NNP cord-301811-ykpiorgo 182 59 27th 27th NN cord-301811-ykpiorgo 182 60 [ [ -LRB- cord-301811-ykpiorgo 182 61 26 26 CD cord-301811-ykpiorgo 182 62 ] ] -RRB- cord-301811-ykpiorgo 182 63 . . . cord-301811-ykpiorgo 183 1 One one CD cord-301811-ykpiorgo 183 2 of of IN cord-301811-ykpiorgo 183 3 the the DT cord-301811-ykpiorgo 183 4 previous previous JJ cord-301811-ykpiorgo 183 5 studies study NNS cord-301811-ykpiorgo 183 6 approximated approximate VBD cord-301811-ykpiorgo 183 7 the the DT cord-301811-ykpiorgo 183 8 time time NN cord-301811-ykpiorgo 183 9 evolution evolution NN cord-301811-ykpiorgo 183 10 of of IN cord-301811-ykpiorgo 183 11 the the DT cord-301811-ykpiorgo 183 12 number number NN cord-301811-ykpiorgo 183 13 of of IN cord-301811-ykpiorgo 183 14 infected infected JJ cord-301811-ykpiorgo 183 15 individuals individual NNS cord-301811-ykpiorgo 183 16 with with IN cord-301811-ykpiorgo 183 17 differential differential JJ cord-301811-ykpiorgo 183 18 equations equation NNS cord-301811-ykpiorgo 183 19 [ [ -LRB- cord-301811-ykpiorgo 183 20 23 23 CD cord-301811-ykpiorgo 183 21 ] ] -RRB- cord-301811-ykpiorgo 183 22 , , , cord-301811-ykpiorgo 183 23 while while IN cord-301811-ykpiorgo 183 24 another another DT cord-301811-ykpiorgo 183 25 estimated estimate VBD cord-301811-ykpiorgo 183 26 the the DT cord-301811-ykpiorgo 183 27 number number NN cord-301811-ykpiorgo 183 28 of of IN cord-301811-ykpiorgo 183 29 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 183 30 patients patient NNS cord-301811-ykpiorgo 183 31 by by IN cord-301811-ykpiorgo 183 32 using use VBG cord-301811-ykpiorgo 183 33 RT RT NNP cord-301811-ykpiorgo 183 34 - - HYPH cord-301811-ykpiorgo 183 35 PCR PCR NNP cord-301811-ykpiorgo 183 36 ( ( -LRB- cord-301811-ykpiorgo 183 37 reverse reverse JJ cord-301811-ykpiorgo 183 38 transcription transcription NN cord-301811-ykpiorgo 183 39 polymerase polymerase NN cord-301811-ykpiorgo 183 40 chain chain NN cord-301811-ykpiorgo 183 41 reaction reaction NN cord-301811-ykpiorgo 183 42 ) ) -RRB- cord-301811-ykpiorgo 183 43 test test NN cord-301811-ykpiorgo 183 44 results result NNS cord-301811-ykpiorgo 183 45 of of IN cord-301811-ykpiorgo 183 46 evacuees evacuee NNS cord-301811-ykpiorgo 183 47 from from IN cord-301811-ykpiorgo 183 48 Wuhan Wuhan NNP cord-301811-ykpiorgo 183 49 , , , cord-301811-ykpiorgo 183 50 China China NNP cord-301811-ykpiorgo 183 51 on on IN cord-301811-ykpiorgo 183 52 chartered charter VBN cord-301811-ykpiorgo 183 53 flights flight NNS cord-301811-ykpiorgo 183 54 [ [ -LRB- cord-301811-ykpiorgo 183 55 25 25 CD cord-301811-ykpiorgo 183 56 ] ] -RRB- cord-301811-ykpiorgo 183 57 . . . cord-301811-ykpiorgo 184 1 The the DT cord-301811-ykpiorgo 184 2 present present JJ cord-301811-ykpiorgo 184 3 analysis analysis NN cord-301811-ykpiorgo 184 4 focuses focus VBZ cord-301811-ykpiorgo 184 5 on on IN cord-301811-ykpiorgo 184 6 the the DT cord-301811-ykpiorgo 184 7 stochastic stochastic JJ cord-301811-ykpiorgo 184 8 dynamics dynamic NNS cord-301811-ykpiorgo 184 9 of of IN cord-301811-ykpiorgo 184 10 a a DT cord-301811-ykpiorgo 184 11 discrete discrete JJ cord-301811-ykpiorgo 184 12 number number NN cord-301811-ykpiorgo 184 13 of of IN cord-301811-ykpiorgo 184 14 infected infected JJ cord-301811-ykpiorgo 184 15 individuals individual NNS cord-301811-ykpiorgo 184 16 . . . cord-301811-ykpiorgo 185 1 Thus thus RB cord-301811-ykpiorgo 185 2 , , , cord-301811-ykpiorgo 185 3 the the DT cord-301811-ykpiorgo 185 4 size size NN cord-301811-ykpiorgo 185 5 distribution distribution NN cord-301811-ykpiorgo 185 6 of of IN cord-301811-ykpiorgo 185 7 clusters cluster NNS cord-301811-ykpiorgo 185 8 , , , cord-301811-ykpiorgo 185 9 which which WDT cord-301811-ykpiorgo 185 10 is be VBZ cord-301811-ykpiorgo 185 11 a a DT cord-301811-ykpiorgo 185 12 piece piece NN cord-301811-ykpiorgo 185 13 of of IN cord-301811-ykpiorgo 185 14 information information NN cord-301811-ykpiorgo 185 15 available available JJ cord-301811-ykpiorgo 185 16 in in IN cord-301811-ykpiorgo 185 17 the the DT cord-301811-ykpiorgo 185 18 early early JJ cord-301811-ykpiorgo 185 19 phase phase NN cord-301811-ykpiorgo 185 20 of of IN cord-301811-ykpiorgo 185 21 the the DT cord-301811-ykpiorgo 185 22 pandemic pandemic NN cord-301811-ykpiorgo 185 23 but but CC cord-301811-ykpiorgo 185 24 difficult difficult JJ cord-301811-ykpiorgo 185 25 to to TO cord-301811-ykpiorgo 185 26 use use VB cord-301811-ykpiorgo 185 27 in in IN cord-301811-ykpiorgo 185 28 differential differential JJ cord-301811-ykpiorgo 185 29 - - HYPH cord-301811-ykpiorgo 185 30 equation equation NN cord-301811-ykpiorgo 185 31 - - HYPH cord-301811-ykpiorgo 185 32 based base VBN cord-301811-ykpiorgo 185 33 models model NNS cord-301811-ykpiorgo 185 34 , , , cord-301811-ykpiorgo 185 35 can can MD cord-301811-ykpiorgo 185 36 be be VB cord-301811-ykpiorgo 185 37 utilized utilize VBN cord-301811-ykpiorgo 185 38 by by IN cord-301811-ykpiorgo 185 39 the the DT cord-301811-ykpiorgo 185 40 model model NN cord-301811-ykpiorgo 185 41 . . . cord-301811-ykpiorgo 186 1 Although although IN cord-301811-ykpiorgo 186 2 the the DT cord-301811-ykpiorgo 186 3 methods method NNS cord-301811-ykpiorgo 186 4 of of IN cord-301811-ykpiorgo 186 5 the the DT cord-301811-ykpiorgo 186 6 previous previous JJ cord-301811-ykpiorgo 186 7 reports report NNS cord-301811-ykpiorgo 186 8 and and CC cord-301811-ykpiorgo 186 9 ours our NNS cord-301811-ykpiorgo 186 10 are be VBP cord-301811-ykpiorgo 186 11 completely completely RB cord-301811-ykpiorgo 186 12 different different JJ cord-301811-ykpiorgo 186 13 , , , cord-301811-ykpiorgo 186 14 quantitative quantitative JJ cord-301811-ykpiorgo 186 15 agreement agreement NN cord-301811-ykpiorgo 186 16 between between IN cord-301811-ykpiorgo 186 17 them -PRON- PRP cord-301811-ykpiorgo 186 18 suggests suggest VBZ cord-301811-ykpiorgo 186 19 the the DT cord-301811-ykpiorgo 186 20 effectiveness effectiveness NN cord-301811-ykpiorgo 186 21 of of IN cord-301811-ykpiorgo 186 22 these these DT cord-301811-ykpiorgo 186 23 approaches approach NNS cord-301811-ykpiorgo 186 24 . . . cord-301811-ykpiorgo 187 1 There there EX cord-301811-ykpiorgo 187 2 are be VBP cord-301811-ykpiorgo 187 3 several several JJ cord-301811-ykpiorgo 187 4 reasons reason NNS cord-301811-ykpiorgo 187 5 we -PRON- PRP cord-301811-ykpiorgo 187 6 have have VBP cord-301811-ykpiorgo 187 7 chosen choose VBN cord-301811-ykpiorgo 187 8 the the DT cord-301811-ykpiorgo 187 9 cases case NNS cord-301811-ykpiorgo 187 10 in in IN cord-301811-ykpiorgo 187 11 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 187 12 as as IN cord-301811-ykpiorgo 187 13 the the DT cord-301811-ykpiorgo 187 14 subject subject NN cord-301811-ykpiorgo 187 15 of of IN cord-301811-ykpiorgo 187 16 this this DT cord-301811-ykpiorgo 187 17 paper paper NN cord-301811-ykpiorgo 187 18 . . . cord-301811-ykpiorgo 188 1 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 188 2 is be VBZ cord-301811-ykpiorgo 188 3 an an DT cord-301811-ykpiorgo 188 4 island island NN cord-301811-ykpiorgo 188 5 isolated isolate VBN cord-301811-ykpiorgo 188 6 from from IN cord-301811-ykpiorgo 188 7 the the DT cord-301811-ykpiorgo 188 8 other other JJ cord-301811-ykpiorgo 188 9 regions region NNS cord-301811-ykpiorgo 188 10 of of IN cord-301811-ykpiorgo 188 11 Japan Japan NNP cord-301811-ykpiorgo 188 12 . . . cord-301811-ykpiorgo 189 1 In in IN cord-301811-ykpiorgo 189 2 other other JJ cord-301811-ykpiorgo 189 3 words word NNS cord-301811-ykpiorgo 189 4 , , , cord-301811-ykpiorgo 189 5 we -PRON- PRP cord-301811-ykpiorgo 189 6 can can MD cord-301811-ykpiorgo 189 7 assume assume VB cord-301811-ykpiorgo 189 8 that that IN cord-301811-ykpiorgo 189 9 a a DT cord-301811-ykpiorgo 189 10 relatively relatively RB cord-301811-ykpiorgo 189 11 small small JJ cord-301811-ykpiorgo 189 12 percentage percentage NN cord-301811-ykpiorgo 189 13 of of IN cord-301811-ykpiorgo 189 14 the the DT cord-301811-ykpiorgo 189 15 population population NN cord-301811-ykpiorgo 189 16 commutes commute VBZ cord-301811-ykpiorgo 189 17 between between IN cord-301811-ykpiorgo 189 18 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 189 19 and and CC cord-301811-ykpiorgo 189 20 other other JJ cord-301811-ykpiorgo 189 21 parts part NNS cord-301811-ykpiorgo 189 22 of of IN cord-301811-ykpiorgo 189 23 the the DT cord-301811-ykpiorgo 189 24 world world NN cord-301811-ykpiorgo 189 25 . . . cord-301811-ykpiorgo 190 1 This this DT cord-301811-ykpiorgo 190 2 makes make VBZ cord-301811-ykpiorgo 190 3 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 190 4 an an DT cord-301811-ykpiorgo 190 5 ideal ideal JJ cord-301811-ykpiorgo 190 6 subject subject NN cord-301811-ykpiorgo 190 7 of of IN cord-301811-ykpiorgo 190 8 the the DT cord-301811-ykpiorgo 190 9 investigation investigation NN cord-301811-ykpiorgo 190 10 . . . cord-301811-ykpiorgo 191 1 Until until IN cord-301811-ykpiorgo 191 2 March March NNP cord-301811-ykpiorgo 191 3 20th 20th NN cord-301811-ykpiorgo 191 4 , , , cord-301811-ykpiorgo 191 5 one one CD cord-301811-ykpiorgo 191 6 day day NN cord-301811-ykpiorgo 191 7 after after IN cord-301811-ykpiorgo 191 8 the the DT cord-301811-ykpiorgo 191 9 lifting lifting NN cord-301811-ykpiorgo 191 10 of of IN cord-301811-ykpiorgo 191 11 the the DT cord-301811-ykpiorgo 191 12 state state NN cord-301811-ykpiorgo 191 13 of of IN cord-301811-ykpiorgo 191 14 emergency emergency NN cord-301811-ykpiorgo 191 15 , , , cord-301811-ykpiorgo 191 16 1549 1549 CD cord-301811-ykpiorgo 191 17 out out IN cord-301811-ykpiorgo 191 18 of of IN cord-301811-ykpiorgo 191 19 1707 1707 CD cord-301811-ykpiorgo 191 20 individuals individual NNS cord-301811-ykpiorgo 191 21 tested test VBN cord-301811-ykpiorgo 191 22 with with IN cord-301811-ykpiorgo 191 23 RT RT NNP cord-301811-ykpiorgo 191 24 - - HYPH cord-301811-ykpiorgo 191 25 PCR PCR NNP cord-301811-ykpiorgo 191 26 turned turn VBD cord-301811-ykpiorgo 191 27 out out RP cord-301811-ykpiorgo 191 28 to to TO cord-301811-ykpiorgo 191 29 be be VB cord-301811-ykpiorgo 191 30 negative negative JJ cord-301811-ykpiorgo 191 31 for for IN cord-301811-ykpiorgo 191 32 SARS SARS NNP cord-301811-ykpiorgo 191 33 - - HYPH cord-301811-ykpiorgo 191 34 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 191 35 [ [ -LRB- cord-301811-ykpiorgo 191 36 27 27 CD cord-301811-ykpiorgo 191 37 ] ] -RRB- cord-301811-ykpiorgo 191 38 , , , cord-301811-ykpiorgo 191 39 indicating indicate VBG cord-301811-ykpiorgo 191 40 that that IN cord-301811-ykpiorgo 191 41 extensive extensive JJ cord-301811-ykpiorgo 191 42 contact contact NN cord-301811-ykpiorgo 191 43 tracing tracing NN cord-301811-ykpiorgo 191 44 was be VBD cord-301811-ykpiorgo 191 45 performed perform VBN cord-301811-ykpiorgo 191 46 . . . cord-301811-ykpiorgo 192 1 On on IN cord-301811-ykpiorgo 192 2 the the DT cord-301811-ykpiorgo 192 3 other other JJ cord-301811-ykpiorgo 192 4 hand hand NN cord-301811-ykpiorgo 192 5 , , , cord-301811-ykpiorgo 192 6 among among IN cord-301811-ykpiorgo 192 7 the the DT cord-301811-ykpiorgo 192 8 158 158 CD cord-301811-ykpiorgo 192 9 cases case NNS cord-301811-ykpiorgo 192 10 diagnosed diagnose VBN cord-301811-ykpiorgo 192 11 until until IN cord-301811-ykpiorgo 192 12 March March NNP cord-301811-ykpiorgo 192 13 19th 19th NN cord-301811-ykpiorgo 192 14 in in IN cord-301811-ykpiorgo 192 15 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 192 16 , , , cord-301811-ykpiorgo 192 17 only only RB cord-301811-ykpiorgo 192 18 two two CD cord-301811-ykpiorgo 192 19 were be VBD cord-301811-ykpiorgo 192 20 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 192 21 . . . cord-301811-ykpiorgo 193 1 This this DT cord-301811-ykpiorgo 193 2 suggests suggest VBZ cord-301811-ykpiorgo 193 3 that that IN cord-301811-ykpiorgo 193 4 in in IN cord-301811-ykpiorgo 193 5 most most JJS cord-301811-ykpiorgo 193 6 contact contact NN cord-301811-ykpiorgo 193 7 tracing trace VBG cord-301811-ykpiorgo 193 8 in in IN cord-301811-ykpiorgo 193 9 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 193 10 , , , cord-301811-ykpiorgo 193 11 RT RT NNP cord-301811-ykpiorgo 193 12 - - HYPH cord-301811-ykpiorgo 193 13 PCR PCR NNP cord-301811-ykpiorgo 193 14 tests test NNS cord-301811-ykpiorgo 193 15 for for IN cord-301811-ykpiorgo 193 16 SARS SARS NNP cord-301811-ykpiorgo 193 17 - - HYPH cord-301811-ykpiorgo 193 18 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 193 19 were be VBD cord-301811-ykpiorgo 193 20 conducted conduct VBN cord-301811-ykpiorgo 193 21 only only RB cord-301811-ykpiorgo 193 22 on on IN cord-301811-ykpiorgo 193 23 symptomatic symptomatic JJ cord-301811-ykpiorgo 193 24 patients patient NNS cord-301811-ykpiorgo 193 25 because because IN cord-301811-ykpiorgo 193 26 of of IN cord-301811-ykpiorgo 193 27 restricted restricted JJ cord-301811-ykpiorgo 193 28 resources resource NNS cord-301811-ykpiorgo 193 29 . . . cord-301811-ykpiorgo 194 1 We -PRON- PRP cord-301811-ykpiorgo 194 2 excluded exclude VBD cord-301811-ykpiorgo 194 3 the the DT cord-301811-ykpiorgo 194 4 diagnosed diagnose VBN cord-301811-ykpiorgo 194 5 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 194 6 patients patient NNS cord-301811-ykpiorgo 194 7 from from IN cord-301811-ykpiorgo 194 8 the the DT cord-301811-ykpiorgo 194 9 analysis analysis NN cord-301811-ykpiorgo 194 10 because because IN cord-301811-ykpiorgo 194 11 they -PRON- PRP cord-301811-ykpiorgo 194 12 comprise comprise VBP cord-301811-ykpiorgo 194 13 less less JJR cord-301811-ykpiorgo 194 14 than than IN cord-301811-ykpiorgo 194 15 2 2 CD cord-301811-ykpiorgo 194 16 % % NN cord-301811-ykpiorgo 194 17 of of IN cord-301811-ykpiorgo 194 18 the the DT cord-301811-ykpiorgo 194 19 reported report VBN cord-301811-ykpiorgo 194 20 cases case NNS cord-301811-ykpiorgo 194 21 . . . cord-301811-ykpiorgo 195 1 If if IN cord-301811-ykpiorgo 195 2 the the DT cord-301811-ykpiorgo 195 3 individuals individual NNS cord-301811-ykpiorgo 195 4 who who WP cord-301811-ykpiorgo 195 5 came come VBD cord-301811-ykpiorgo 195 6 into into IN cord-301811-ykpiorgo 195 7 contact contact NN cord-301811-ykpiorgo 195 8 with with IN cord-301811-ykpiorgo 195 9 diagnosed diagnose VBN cord-301811-ykpiorgo 195 10 patients patient NNS cord-301811-ykpiorgo 195 11 had have VBD cord-301811-ykpiorgo 195 12 been be VBN cord-301811-ykpiorgo 195 13 so so RB cord-301811-ykpiorgo 195 14 intensively intensively RB cord-301811-ykpiorgo 195 15 tested test VBN cord-301811-ykpiorgo 195 16 that that IN cord-301811-ykpiorgo 195 17 a a DT cord-301811-ykpiorgo 195 18 much much RB cord-301811-ykpiorgo 195 19 larger large JJR cord-301811-ykpiorgo 195 20 number number NN cord-301811-ykpiorgo 195 21 of of IN cord-301811-ykpiorgo 195 22 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 195 23 patients patient NNS cord-301811-ykpiorgo 195 24 had have VBD cord-301811-ykpiorgo 195 25 been be VBN cord-301811-ykpiorgo 195 26 diagnosed diagnose VBN cord-301811-ykpiorgo 195 27 , , , cord-301811-ykpiorgo 195 28 the the DT cord-301811-ykpiorgo 195 29 analysis analysis NN cord-301811-ykpiorgo 195 30 would would MD cord-301811-ykpiorgo 195 31 have have VB cord-301811-ykpiorgo 195 32 needed need VBN cord-301811-ykpiorgo 195 33 an an DT cord-301811-ykpiorgo 195 34 extended extended JJ cord-301811-ykpiorgo 195 35 model model NN cord-301811-ykpiorgo 195 36 including include VBG cord-301811-ykpiorgo 195 37 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 195 38 diagnosed diagnose VBN cord-301811-ykpiorgo 195 39 patients patient NNS cord-301811-ykpiorgo 195 40 . . . cord-301811-ykpiorgo 196 1 The the DT cord-301811-ykpiorgo 196 2 criterion criterion NN cord-301811-ykpiorgo 196 3 of of IN cord-301811-ykpiorgo 196 4 inclusion inclusion NN cord-301811-ykpiorgo 196 5 and and CC cord-301811-ykpiorgo 196 6 exclusion exclusion NN cord-301811-ykpiorgo 196 7 of of IN cord-301811-ykpiorgo 196 8 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 196 9 individuals individual NNS cord-301811-ykpiorgo 196 10 in in IN cord-301811-ykpiorgo 196 11 RT RT NNP cord-301811-ykpiorgo 196 12 - - HYPH cord-301811-ykpiorgo 196 13 PCR PCR NNP cord-301811-ykpiorgo 196 14 tests test NNS cord-301811-ykpiorgo 196 15 could could MD cord-301811-ykpiorgo 196 16 have have VB cord-301811-ykpiorgo 196 17 changed change VBN cord-301811-ykpiorgo 196 18 over over IN cord-301811-ykpiorgo 196 19 time time NN cord-301811-ykpiorgo 196 20 , , , cord-301811-ykpiorgo 196 21 but but CC cord-301811-ykpiorgo 196 22 this this DT cord-301811-ykpiorgo 196 23 is be VBZ cord-301811-ykpiorgo 196 24 beyond beyond IN cord-301811-ykpiorgo 196 25 the the DT cord-301811-ykpiorgo 196 26 scope scope NN cord-301811-ykpiorgo 196 27 of of IN cord-301811-ykpiorgo 196 28 the the DT cord-301811-ykpiorgo 196 29 present present JJ cord-301811-ykpiorgo 196 30 study study NN cord-301811-ykpiorgo 196 31 . . . cord-301811-ykpiorgo 197 1 The the DT cord-301811-ykpiorgo 197 2 claim claim NN cord-301811-ykpiorgo 197 3 by by IN cord-301811-ykpiorgo 197 4 the the DT cord-301811-ykpiorgo 197 5 local local JJ cord-301811-ykpiorgo 197 6 government government NN cord-301811-ykpiorgo 197 7 that that WDT cord-301811-ykpiorgo 197 8 test test NN cord-301811-ykpiorgo 197 9 capability capability NN cord-301811-ykpiorgo 197 10 was be VBD cord-301811-ykpiorgo 197 11 strengthened strengthen VBN cord-301811-ykpiorgo 197 12 after after IN cord-301811-ykpiorgo 197 13 the the DT cord-301811-ykpiorgo 197 14 declaration declaration NN cord-301811-ykpiorgo 197 15 of of IN cord-301811-ykpiorgo 197 16 the the DT cord-301811-ykpiorgo 197 17 state state NN cord-301811-ykpiorgo 197 18 of of IN cord-301811-ykpiorgo 197 19 emergency emergency NN cord-301811-ykpiorgo 197 20 [ [ -LRB- cord-301811-ykpiorgo 197 21 28 28 CD cord-301811-ykpiorgo 197 22 ] ] -RRB- cord-301811-ykpiorgo 197 23 is be VBZ cord-301811-ykpiorgo 197 24 supported support VBN cord-301811-ykpiorgo 197 25 by by IN cord-301811-ykpiorgo 197 26 a a DT cord-301811-ykpiorgo 197 27 larger large JJR cord-301811-ykpiorgo 197 28 value value NN cord-301811-ykpiorgo 197 29 of of IN cord-301811-ykpiorgo 197 30 κ κ NN cord-301811-ykpiorgo 197 31 in in IN cord-301811-ykpiorgo 197 32 dataset dataset NN cord-301811-ykpiorgo 197 33 2 2 CD cord-301811-ykpiorgo 197 34 than than IN cord-301811-ykpiorgo 197 35 in in IN cord-301811-ykpiorgo 197 36 dataset dataset NN cord-301811-ykpiorgo 197 37 1 1 CD cord-301811-ykpiorgo 197 38 . . . cord-301811-ykpiorgo 198 1 The the DT cord-301811-ykpiorgo 198 2 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 198 3 government government NN cord-301811-ykpiorgo 198 4 started start VBD cord-301811-ykpiorgo 198 5 reporting report VBG cord-301811-ykpiorgo 198 6 the the DT cord-301811-ykpiorgo 198 7 number number NN cord-301811-ykpiorgo 198 8 of of IN cord-301811-ykpiorgo 198 9 RT RT NNP cord-301811-ykpiorgo 198 10 - - HYPH cord-301811-ykpiorgo 198 11 PCR PCR NNP cord-301811-ykpiorgo 198 12 tests test NNS cord-301811-ykpiorgo 198 13 on on IN cord-301811-ykpiorgo 198 14 March March NNP cord-301811-ykpiorgo 198 15 3rd 3rd NN cord-301811-ykpiorgo 198 16 , , , cord-301811-ykpiorgo 198 17 four four CD cord-301811-ykpiorgo 198 18 days day NNS cord-301811-ykpiorgo 198 19 after after IN cord-301811-ykpiorgo 198 20 the the DT cord-301811-ykpiorgo 198 21 declaration declaration NN cord-301811-ykpiorgo 198 22 . . . cord-301811-ykpiorgo 199 1 Until until IN cord-301811-ykpiorgo 199 2 March March NNP cord-301811-ykpiorgo 199 3 3rd 3rd NN cord-301811-ykpiorgo 199 4 , , , cord-301811-ykpiorgo 199 5 79 79 CD cord-301811-ykpiorgo 199 6 out out IN cord-301811-ykpiorgo 199 7 of of IN cord-301811-ykpiorgo 199 8 604 604 CD cord-301811-ykpiorgo 199 9 were be VBD cord-301811-ykpiorgo 199 10 positive positive JJ cord-301811-ykpiorgo 199 11 ( ( -LRB- cord-301811-ykpiorgo 199 12 13 13 CD cord-301811-ykpiorgo 199 13 % % NN cord-301811-ykpiorgo 199 14 ) ) -RRB- cord-301811-ykpiorgo 199 15 , , , cord-301811-ykpiorgo 199 16 and and CC cord-301811-ykpiorgo 199 17 , , , cord-301811-ykpiorgo 199 18 from from IN cord-301811-ykpiorgo 199 19 March March NNP cord-301811-ykpiorgo 199 20 4th 4th NN cord-301811-ykpiorgo 199 21 to to IN cord-301811-ykpiorgo 199 22 March March NNP cord-301811-ykpiorgo 199 23 20th 20th NN cord-301811-ykpiorgo 199 24 , , , cord-301811-ykpiorgo 199 25 79 79 CD cord-301811-ykpiorgo 199 26 out out IN cord-301811-ykpiorgo 199 27 of of IN cord-301811-ykpiorgo 199 28 1103 1103 CD cord-301811-ykpiorgo 199 29 were be VBD cord-301811-ykpiorgo 199 30 positive positive JJ cord-301811-ykpiorgo 199 31 ( ( -LRB- cord-301811-ykpiorgo 199 32 7.1 7.1 CD cord-301811-ykpiorgo 199 33 % % NN cord-301811-ykpiorgo 199 34 ) ) -RRB- cord-301811-ykpiorgo 199 35 . . . cord-301811-ykpiorgo 200 1 Although although IN cord-301811-ykpiorgo 200 2 the the DT cord-301811-ykpiorgo 200 3 number number NN cord-301811-ykpiorgo 200 4 of of IN cord-301811-ykpiorgo 200 5 RT RT NNP cord-301811-ykpiorgo 200 6 - - HYPH cord-301811-ykpiorgo 200 7 PCR PCR NNP cord-301811-ykpiorgo 200 8 tests test NNS cord-301811-ykpiorgo 200 9 before before IN cord-301811-ykpiorgo 200 10 March March NNP cord-301811-ykpiorgo 200 11 3rd 3rd NN cord-301811-ykpiorgo 200 12 is be VBZ cord-301811-ykpiorgo 200 13 not not RB cord-301811-ykpiorgo 200 14 available available JJ cord-301811-ykpiorgo 200 15 , , , cord-301811-ykpiorgo 200 16 this this DT cord-301811-ykpiorgo 200 17 is be VBZ cord-301811-ykpiorgo 200 18 consistent consistent JJ cord-301811-ykpiorgo 200 19 with with IN cord-301811-ykpiorgo 200 20 the the DT cord-301811-ykpiorgo 200 21 strengthening strengthening NN cord-301811-ykpiorgo 200 22 of of IN cord-301811-ykpiorgo 200 23 the the DT cord-301811-ykpiorgo 200 24 test test NN cord-301811-ykpiorgo 200 25 capability capability NN cord-301811-ykpiorgo 200 26 . . . cord-301811-ykpiorgo 201 1 Compared compare VBN cord-301811-ykpiorgo 201 2 to to IN cord-301811-ykpiorgo 201 3 κ κ NN cord-301811-ykpiorgo 201 4 , , , cord-301811-ykpiorgo 201 5 β β NN cord-301811-ykpiorgo 201 6 0 0 CD cord-301811-ykpiorgo 201 7 did do VBD cord-301811-ykpiorgo 201 8 not not RB cord-301811-ykpiorgo 201 9 exhibit exhibit VB cord-301811-ykpiorgo 201 10 a a DT cord-301811-ykpiorgo 201 11 great great JJ cord-301811-ykpiorgo 201 12 change change NN cord-301811-ykpiorgo 201 13 before before IN cord-301811-ykpiorgo 201 14 and and CC cord-301811-ykpiorgo 201 15 after after IN cord-301811-ykpiorgo 201 16 the the DT cord-301811-ykpiorgo 201 17 declaration declaration NN cord-301811-ykpiorgo 201 18 . . . cord-301811-ykpiorgo 202 1 This this DT cord-301811-ykpiorgo 202 2 seems seem VBZ cord-301811-ykpiorgo 202 3 counterintuitive counterintuitive JJ cord-301811-ykpiorgo 202 4 because because IN cord-301811-ykpiorgo 202 5 the the DT cord-301811-ykpiorgo 202 6 declaration declaration NN cord-301811-ykpiorgo 202 7 should should MD cord-301811-ykpiorgo 202 8 have have VB cord-301811-ykpiorgo 202 9 changed change VBN cord-301811-ykpiorgo 202 10 the the DT cord-301811-ykpiorgo 202 11 behavior behavior NN cord-301811-ykpiorgo 202 12 of of IN cord-301811-ykpiorgo 202 13 residents resident NNS cord-301811-ykpiorgo 202 14 and and CC cord-301811-ykpiorgo 202 15 lowered lower VBD cord-301811-ykpiorgo 202 16 β β NN cord-301811-ykpiorgo 202 17 0 0 CD cord-301811-ykpiorgo 202 18 . . . cord-301811-ykpiorgo 203 1 There there EX cord-301811-ykpiorgo 203 2 are be VBP cord-301811-ykpiorgo 203 3 several several JJ cord-301811-ykpiorgo 203 4 possible possible JJ cord-301811-ykpiorgo 203 5 explanations explanation NNS cord-301811-ykpiorgo 203 6 for for IN cord-301811-ykpiorgo 203 7 this this DT cord-301811-ykpiorgo 203 8 puzzle puzzle NN cord-301811-ykpiorgo 203 9 . . . cord-301811-ykpiorgo 204 1 Each each DT cord-301811-ykpiorgo 204 2 cluster cluster NN cord-301811-ykpiorgo 204 3 is be VBZ cord-301811-ykpiorgo 204 4 classified classify VBN cord-301811-ykpiorgo 204 5 into into IN cord-301811-ykpiorgo 204 6 datasets dataset NNS cord-301811-ykpiorgo 204 7 1 1 CD cord-301811-ykpiorgo 204 8 and and CC cord-301811-ykpiorgo 204 9 2 2 CD cord-301811-ykpiorgo 204 10 depending depend VBG cord-301811-ykpiorgo 204 11 on on IN cord-301811-ykpiorgo 204 12 the the DT cord-301811-ykpiorgo 204 13 earliest early JJS cord-301811-ykpiorgo 204 14 onset onset NN cord-301811-ykpiorgo 204 15 of of IN cord-301811-ykpiorgo 204 16 the the DT cord-301811-ykpiorgo 204 17 cases case NNS cord-301811-ykpiorgo 204 18 in in IN cord-301811-ykpiorgo 204 19 the the DT cord-301811-ykpiorgo 204 20 cluster cluster NN cord-301811-ykpiorgo 204 21 . . . cord-301811-ykpiorgo 205 1 Because because IN cord-301811-ykpiorgo 205 2 an an DT cord-301811-ykpiorgo 205 3 incubation incubation NN cord-301811-ykpiorgo 205 4 period period NN cord-301811-ykpiorgo 205 5 precedes precede VBZ cord-301811-ykpiorgo 205 6 the the DT cord-301811-ykpiorgo 205 7 onset onset NN cord-301811-ykpiorgo 205 8 of of IN cord-301811-ykpiorgo 205 9 symptoms symptom NNS cord-301811-ykpiorgo 205 10 , , , cord-301811-ykpiorgo 205 11 some some DT cord-301811-ykpiorgo 205 12 of of IN cord-301811-ykpiorgo 205 13 the the DT cord-301811-ykpiorgo 205 14 clusters cluster NNS cord-301811-ykpiorgo 205 15 in in IN cord-301811-ykpiorgo 205 16 dataset dataset NN cord-301811-ykpiorgo 205 17 2 2 CD cord-301811-ykpiorgo 205 18 might may MD cord-301811-ykpiorgo 205 19 reflect reflect VB cord-301811-ykpiorgo 205 20 the the DT cord-301811-ykpiorgo 205 21 spread spread NN cord-301811-ykpiorgo 205 22 of of IN cord-301811-ykpiorgo 205 23 SARS SARS NNP cord-301811-ykpiorgo 205 24 - - HYPH cord-301811-ykpiorgo 205 25 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 205 26 before before IN cord-301811-ykpiorgo 205 27 the the DT cord-301811-ykpiorgo 205 28 declaration declaration NN cord-301811-ykpiorgo 205 29 , , , cord-301811-ykpiorgo 205 30 blurring blur VBG cord-301811-ykpiorgo 205 31 the the DT cord-301811-ykpiorgo 205 32 difference difference NN cord-301811-ykpiorgo 205 33 between between IN cord-301811-ykpiorgo 205 34 datasets dataset NNS cord-301811-ykpiorgo 205 35 1 1 CD cord-301811-ykpiorgo 205 36 and and CC cord-301811-ykpiorgo 205 37 2 2 CD cord-301811-ykpiorgo 205 38 . . . cord-301811-ykpiorgo 206 1 A a DT cord-301811-ykpiorgo 206 2 much much RB cord-301811-ykpiorgo 206 3 larger large JJR cord-301811-ykpiorgo 206 4 dataset dataset NN cord-301811-ykpiorgo 206 5 may may MD cord-301811-ykpiorgo 206 6 reveal reveal VB cord-301811-ykpiorgo 206 7 the the DT cord-301811-ykpiorgo 206 8 change change NN cord-301811-ykpiorgo 206 9 of of IN cord-301811-ykpiorgo 206 10 β β NN cord-301811-ykpiorgo 206 11 0 0 CD cord-301811-ykpiorgo 206 12 . . . cord-301811-ykpiorgo 207 1 Another another DT cord-301811-ykpiorgo 207 2 explanation explanation NN cord-301811-ykpiorgo 207 3 is be VBZ cord-301811-ykpiorgo 207 4 that that IN cord-301811-ykpiorgo 207 5 , , , cord-301811-ykpiorgo 207 6 because because IN cord-301811-ykpiorgo 207 7 the the DT cord-301811-ykpiorgo 207 8 state state NN cord-301811-ykpiorgo 207 9 of of IN cord-301811-ykpiorgo 207 10 emergency emergency NN cord-301811-ykpiorgo 207 11 was be VBD cord-301811-ykpiorgo 207 12 not not RB cord-301811-ykpiorgo 207 13 legally legally RB cord-301811-ykpiorgo 207 14 binding bind VBG cord-301811-ykpiorgo 207 15 , , , cord-301811-ykpiorgo 207 16 the the DT cord-301811-ykpiorgo 207 17 behavioral behavioral JJ cord-301811-ykpiorgo 207 18 modification modification NN cord-301811-ykpiorgo 207 19 of of IN cord-301811-ykpiorgo 207 20 the the DT cord-301811-ykpiorgo 207 21 residents resident NNS cord-301811-ykpiorgo 207 22 was be VBD cord-301811-ykpiorgo 207 23 not not RB cord-301811-ykpiorgo 207 24 sufficient sufficient JJ cord-301811-ykpiorgo 207 25 to to TO cord-301811-ykpiorgo 207 26 reduce reduce VB cord-301811-ykpiorgo 207 27 β β NN cord-301811-ykpiorgo 207 28 0 0 CD cord-301811-ykpiorgo 207 29 ; ; : cord-301811-ykpiorgo 207 30 in in IN cord-301811-ykpiorgo 207 31 contrast contrast NN cord-301811-ykpiorgo 207 32 , , , cord-301811-ykpiorgo 207 33 the the DT cord-301811-ykpiorgo 207 34 declaration declaration NN cord-301811-ykpiorgo 207 35 urged urge VBD cord-301811-ykpiorgo 207 36 the the DT cord-301811-ykpiorgo 207 37 health health NN cord-301811-ykpiorgo 207 38 officials official NNS cord-301811-ykpiorgo 207 39 to to TO cord-301811-ykpiorgo 207 40 strengthen strengthen VB cord-301811-ykpiorgo 207 41 the the DT cord-301811-ykpiorgo 207 42 test test NN cord-301811-ykpiorgo 207 43 capability capability NN cord-301811-ykpiorgo 207 44 . . . cord-301811-ykpiorgo 208 1 Discerning discern VBG cord-301811-ykpiorgo 208 2 these these DT cord-301811-ykpiorgo 208 3 possibilities possibility NNS cord-301811-ykpiorgo 208 4 needs need VBZ cord-301811-ykpiorgo 208 5 further further JJ cord-301811-ykpiorgo 208 6 study study NN cord-301811-ykpiorgo 208 7 . . . cord-301811-ykpiorgo 209 1 Although although IN cord-301811-ykpiorgo 209 2 the the DT cord-301811-ykpiorgo 209 3 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 209 4 datasets dataset NNS cord-301811-ykpiorgo 209 5 were be VBD cord-301811-ykpiorgo 209 6 an an DT cord-301811-ykpiorgo 209 7 ideal ideal JJ cord-301811-ykpiorgo 209 8 subject subject NN cord-301811-ykpiorgo 209 9 for for IN cord-301811-ykpiorgo 209 10 the the DT cord-301811-ykpiorgo 209 11 present present JJ cord-301811-ykpiorgo 209 12 model model NN cord-301811-ykpiorgo 209 13 , , , cord-301811-ykpiorgo 209 14 the the DT cord-301811-ykpiorgo 209 15 model model NN cord-301811-ykpiorgo 209 16 is be VBZ cord-301811-ykpiorgo 209 17 not not RB cord-301811-ykpiorgo 209 18 necessarily necessarily RB cord-301811-ykpiorgo 209 19 suitable suitable JJ cord-301811-ykpiorgo 209 20 for for IN cord-301811-ykpiorgo 209 21 other other JJ cord-301811-ykpiorgo 209 22 datasets dataset NNS cord-301811-ykpiorgo 209 23 . . . cord-301811-ykpiorgo 210 1 Kyushu Kyushu NNP cord-301811-ykpiorgo 210 2 and and CC cord-301811-ykpiorgo 210 3 Shikoku Shikoku NNP cord-301811-ykpiorgo 210 4 , , , cord-301811-ykpiorgo 210 5 both both DT cord-301811-ykpiorgo 210 6 of of IN cord-301811-ykpiorgo 210 7 which which WDT cord-301811-ykpiorgo 210 8 are be VBP cord-301811-ykpiorgo 210 9 islands island NNS cord-301811-ykpiorgo 210 10 in in IN cord-301811-ykpiorgo 210 11 Japan Japan NNP cord-301811-ykpiorgo 210 12 , , , cord-301811-ykpiorgo 210 13 contain contain VBP cord-301811-ykpiorgo 210 14 several several JJ cord-301811-ykpiorgo 210 15 prefectures prefecture NNS cord-301811-ykpiorgo 210 16 and and CC cord-301811-ykpiorgo 210 17 , , , cord-301811-ykpiorgo 210 18 consequently consequently RB cord-301811-ykpiorgo 210 19 , , , cord-301811-ykpiorgo 210 20 several several JJ cord-301811-ykpiorgo 210 21 local local JJ cord-301811-ykpiorgo 210 22 governments government NNS cord-301811-ykpiorgo 210 23 . . . cord-301811-ykpiorgo 211 1 Because because IN cord-301811-ykpiorgo 211 2 the the DT cord-301811-ykpiorgo 211 3 cases case NNS cord-301811-ykpiorgo 211 4 reported report VBN cord-301811-ykpiorgo 211 5 by by IN cord-301811-ykpiorgo 211 6 these these DT cord-301811-ykpiorgo 211 7 local local JJ cord-301811-ykpiorgo 211 8 governments government NNS cord-301811-ykpiorgo 211 9 must must MD cord-301811-ykpiorgo 211 10 be be VB cord-301811-ykpiorgo 211 11 merged merge VBN cord-301811-ykpiorgo 211 12 , , , cord-301811-ykpiorgo 211 13 the the DT cord-301811-ykpiorgo 211 14 analysis analysis NN cord-301811-ykpiorgo 211 15 of of IN cord-301811-ykpiorgo 211 16 the the DT cord-301811-ykpiorgo 211 17 spread spread NN cord-301811-ykpiorgo 211 18 of of IN cord-301811-ykpiorgo 211 19 SARS SARS NNP cord-301811-ykpiorgo 211 20 - - HYPH cord-301811-ykpiorgo 211 21 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 211 22 in in IN cord-301811-ykpiorgo 211 23 these these DT cord-301811-ykpiorgo 211 24 islands island NNS cord-301811-ykpiorgo 211 25 is be VBZ cord-301811-ykpiorgo 211 26 much much RB cord-301811-ykpiorgo 211 27 more more RBR cord-301811-ykpiorgo 211 28 difficult difficult JJ cord-301811-ykpiorgo 211 29 than than IN cord-301811-ykpiorgo 211 30 that that DT cord-301811-ykpiorgo 211 31 in in IN cord-301811-ykpiorgo 211 32 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 211 33 . . . cord-301811-ykpiorgo 212 1 If if IN cord-301811-ykpiorgo 212 2 a a DT cord-301811-ykpiorgo 212 3 nation nation NN cord-301811-ykpiorgo 212 4 - - HYPH cord-301811-ykpiorgo 212 5 wide wide JJ cord-301811-ykpiorgo 212 6 dataset dataset NN cord-301811-ykpiorgo 212 7 was be VBD cord-301811-ykpiorgo 212 8 available available JJ cord-301811-ykpiorgo 212 9 , , , cord-301811-ykpiorgo 212 10 it -PRON- PRP cord-301811-ykpiorgo 212 11 might may MD cord-301811-ykpiorgo 212 12 be be VB cord-301811-ykpiorgo 212 13 an an DT cord-301811-ykpiorgo 212 14 ideal ideal JJ cord-301811-ykpiorgo 212 15 subject subject NN cord-301811-ykpiorgo 212 16 for for IN cord-301811-ykpiorgo 212 17 the the DT cord-301811-ykpiorgo 212 18 present present JJ cord-301811-ykpiorgo 212 19 model model NN cord-301811-ykpiorgo 212 20 because because IN cord-301811-ykpiorgo 212 21 of of IN cord-301811-ykpiorgo 212 22 the the DT cord-301811-ykpiorgo 212 23 recent recent JJ cord-301811-ykpiorgo 212 24 travel travel NN cord-301811-ykpiorgo 212 25 restrictions restriction NNS cord-301811-ykpiorgo 212 26 . . . cord-301811-ykpiorgo 213 1 However however RB cord-301811-ykpiorgo 213 2 , , , cord-301811-ykpiorgo 213 3 the the DT cord-301811-ykpiorgo 213 4 present present JJ cord-301811-ykpiorgo 213 5 model model NN cord-301811-ykpiorgo 213 6 can can MD cord-301811-ykpiorgo 213 7 not not RB cord-301811-ykpiorgo 213 8 be be VB cord-301811-ykpiorgo 213 9 applied apply VBN cord-301811-ykpiorgo 213 10 to to IN cord-301811-ykpiorgo 213 11 the the DT cord-301811-ykpiorgo 213 12 dataset dataset NN cord-301811-ykpiorgo 213 13 that that WDT cord-301811-ykpiorgo 213 14 exhibits exhibit VBZ cord-301811-ykpiorgo 213 15 the the DT cord-301811-ykpiorgo 213 16 superspreader superspreader NN cord-301811-ykpiorgo 213 17 phenomenon phenomenon NN cord-301811-ykpiorgo 213 18 because because IN cord-301811-ykpiorgo 213 19 the the DT cord-301811-ykpiorgo 213 20 number number NN cord-301811-ykpiorgo 213 21 of of IN cord-301811-ykpiorgo 213 22 individuals individual NNS cord-301811-ykpiorgo 213 23 directly directly RB cord-301811-ykpiorgo 213 24 infected infect VBN cord-301811-ykpiorgo 213 25 by by IN cord-301811-ykpiorgo 213 26 an an DT cord-301811-ykpiorgo 213 27 individual individual NN cord-301811-ykpiorgo 213 28 follows follow VBZ cord-301811-ykpiorgo 213 29 a a DT cord-301811-ykpiorgo 213 30 geometric geometric JJ cord-301811-ykpiorgo 213 31 distribution distribution NN cord-301811-ykpiorgo 213 32 ( ( -LRB- cord-301811-ykpiorgo 213 33 Eq Eq NNP cord-301811-ykpiorgo 213 34 3 3 CD cord-301811-ykpiorgo 213 35 ) ) -RRB- cord-301811-ykpiorgo 213 36 . . . cord-301811-ykpiorgo 214 1 While while IN cord-301811-ykpiorgo 214 2 the the DT cord-301811-ykpiorgo 214 3 cluster cluster NN cord-301811-ykpiorgo 214 4 size size NN cord-301811-ykpiorgo 214 5 in in IN cord-301811-ykpiorgo 214 6 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 214 7 was be VBD cord-301811-ykpiorgo 214 8 moderate moderate JJ cord-301811-ykpiorgo 214 9 as as IN cord-301811-ykpiorgo 214 10 shown show VBN cord-301811-ykpiorgo 214 11 in in IN cord-301811-ykpiorgo 214 12 Fig Fig NNP cord-301811-ykpiorgo 214 13 3 3 CD cord-301811-ykpiorgo 214 14 , , , cord-301811-ykpiorgo 214 15 there there EX cord-301811-ykpiorgo 214 16 were be VBD cord-301811-ykpiorgo 214 17 large large JJ cord-301811-ykpiorgo 214 18 clusters cluster NNS cord-301811-ykpiorgo 214 19 in in IN cord-301811-ykpiorgo 214 20 other other JJ cord-301811-ykpiorgo 214 21 prefectures prefecture NNS cord-301811-ykpiorgo 214 22 in in IN cord-301811-ykpiorgo 214 23 Japan Japan NNP cord-301811-ykpiorgo 214 24 , , , cord-301811-ykpiorgo 214 25 for for IN cord-301811-ykpiorgo 214 26 example example NN cord-301811-ykpiorgo 214 27 , , , cord-301811-ykpiorgo 214 28 the the DT cord-301811-ykpiorgo 214 29 cluster cluster NN cord-301811-ykpiorgo 214 30 of of IN cord-301811-ykpiorgo 214 31 a a DT cord-301811-ykpiorgo 214 32 club club NN cord-301811-ykpiorgo 214 33 with with IN cord-301811-ykpiorgo 214 34 live live JJ cord-301811-ykpiorgo 214 35 music music NN cord-301811-ykpiorgo 214 36 in in IN cord-301811-ykpiorgo 214 37 Osaka Osaka NNP cord-301811-ykpiorgo 214 38 [ [ -LRB- cord-301811-ykpiorgo 214 39 29 29 CD cord-301811-ykpiorgo 214 40 ] ] -RRB- cord-301811-ykpiorgo 214 41 . . . cord-301811-ykpiorgo 215 1 Moreover moreover RB cord-301811-ykpiorgo 215 2 , , , cord-301811-ykpiorgo 215 3 our -PRON- PRP$ cord-301811-ykpiorgo 215 4 model model NN cord-301811-ykpiorgo 215 5 can can MD cord-301811-ykpiorgo 215 6 not not RB cord-301811-ykpiorgo 215 7 utilize utilize VB cord-301811-ykpiorgo 215 8 information information NN cord-301811-ykpiorgo 215 9 on on IN cord-301811-ykpiorgo 215 10 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 215 11 diagnosed diagnose VBN cord-301811-ykpiorgo 215 12 patients patient NNS cord-301811-ykpiorgo 215 13 . . . cord-301811-ykpiorgo 216 1 One one CD cord-301811-ykpiorgo 216 2 of of IN cord-301811-ykpiorgo 216 3 the the DT cord-301811-ykpiorgo 216 4 features feature NNS cord-301811-ykpiorgo 216 5 of of IN cord-301811-ykpiorgo 216 6 the the DT cord-301811-ykpiorgo 216 7 present present JJ cord-301811-ykpiorgo 216 8 model model NN cord-301811-ykpiorgo 216 9 is be VBZ cord-301811-ykpiorgo 216 10 its -PRON- PRP$ cord-301811-ykpiorgo 216 11 simplicity simplicity NN cord-301811-ykpiorgo 216 12 . . . cord-301811-ykpiorgo 217 1 The the DT cord-301811-ykpiorgo 217 2 model model NN cord-301811-ykpiorgo 217 3 has have VBZ cord-301811-ykpiorgo 217 4 only only RB cord-301811-ykpiorgo 217 5 three three CD cord-301811-ykpiorgo 217 6 essential essential JJ cord-301811-ykpiorgo 217 7 parameters parameter NNS cord-301811-ykpiorgo 217 8 . . . cord-301811-ykpiorgo 218 1 The the DT cord-301811-ykpiorgo 218 2 simplicity simplicity NN cord-301811-ykpiorgo 218 3 of of IN cord-301811-ykpiorgo 218 4 the the DT cord-301811-ykpiorgo 218 5 model model NN cord-301811-ykpiorgo 218 6 allowed allow VBD cord-301811-ykpiorgo 218 7 us -PRON- PRP cord-301811-ykpiorgo 218 8 to to TO cord-301811-ykpiorgo 218 9 estimate estimate VB cord-301811-ykpiorgo 218 10 the the DT cord-301811-ykpiorgo 218 11 number number NN cord-301811-ykpiorgo 218 12 of of IN cord-301811-ykpiorgo 218 13 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 218 14 and and CC cord-301811-ykpiorgo 218 15 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 218 16 patients patient NNS cord-301811-ykpiorgo 218 17 without without IN cord-301811-ykpiorgo 218 18 using use VBG cord-301811-ykpiorgo 218 19 a a DT cord-301811-ykpiorgo 218 20 large large JJ cord-301811-ykpiorgo 218 21 number number NN cord-301811-ykpiorgo 218 22 of of IN cord-301811-ykpiorgo 218 23 parameter parameter NN cord-301811-ykpiorgo 218 24 values value NNS cord-301811-ykpiorgo 218 25 estimated estimate VBN cord-301811-ykpiorgo 218 26 by by IN cord-301811-ykpiorgo 218 27 previous previous JJ cord-301811-ykpiorgo 218 28 studies study NNS cord-301811-ykpiorgo 218 29 . . . cord-301811-ykpiorgo 219 1 In in IN cord-301811-ykpiorgo 219 2 the the DT cord-301811-ykpiorgo 219 3 early early JJ cord-301811-ykpiorgo 219 4 phase phase NN cord-301811-ykpiorgo 219 5 of of IN cord-301811-ykpiorgo 219 6 the the DT cord-301811-ykpiorgo 219 7 spreading spreading NN cord-301811-ykpiorgo 219 8 of of IN cord-301811-ykpiorgo 219 9 infectious infectious JJ cord-301811-ykpiorgo 219 10 diseases disease NNS cord-301811-ykpiorgo 219 11 , , , cord-301811-ykpiorgo 219 12 this this DT cord-301811-ykpiorgo 219 13 simple simple JJ cord-301811-ykpiorgo 219 14 model model NN cord-301811-ykpiorgo 219 15 can can MD cord-301811-ykpiorgo 219 16 enable enable VB cord-301811-ykpiorgo 219 17 the the DT cord-301811-ykpiorgo 219 18 estimation estimation NN cord-301811-ykpiorgo 219 19 of of IN cord-301811-ykpiorgo 219 20 the the DT cord-301811-ykpiorgo 219 21 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 219 22 and and CC cord-301811-ykpiorgo 219 23 undiagnosed undiagnosed JJ cord-301811-ykpiorgo 219 24 patients patient NNS cord-301811-ykpiorgo 219 25 despite despite IN cord-301811-ykpiorgo 219 26 limited limited JJ cord-301811-ykpiorgo 219 27 data datum NNS cord-301811-ykpiorgo 219 28 . . . cord-301811-ykpiorgo 220 1 Our -PRON- PRP$ cord-301811-ykpiorgo 220 2 approach approach NN cord-301811-ykpiorgo 220 3 can can MD cord-301811-ykpiorgo 220 4 estimate estimate VB cord-301811-ykpiorgo 220 5 the the DT cord-301811-ykpiorgo 220 6 number number NN cord-301811-ykpiorgo 220 7 of of IN cord-301811-ykpiorgo 220 8 patients patient NNS cord-301811-ykpiorgo 220 9 without without IN cord-301811-ykpiorgo 220 10 using use VBG cord-301811-ykpiorgo 220 11 costly costly JJ cord-301811-ykpiorgo 220 12 and and CC cord-301811-ykpiorgo 220 13 time time NN cord-301811-ykpiorgo 220 14 - - HYPH cord-301811-ykpiorgo 220 15 consuming consume VBG cord-301811-ykpiorgo 220 16 techniques technique NNS cord-301811-ykpiorgo 220 17 such such JJ cord-301811-ykpiorgo 220 18 as as IN cord-301811-ykpiorgo 220 19 RT RT NNP cord-301811-ykpiorgo 220 20 - - HYPH cord-301811-ykpiorgo 220 21 PCR PCR NNP cord-301811-ykpiorgo 220 22 . . . cord-301811-ykpiorgo 221 1 Also also RB cord-301811-ykpiorgo 221 2 , , , cord-301811-ykpiorgo 221 3 its -PRON- PRP$ cord-301811-ykpiorgo 221 4 simplicity simplicity NN cord-301811-ykpiorgo 221 5 might may MD cord-301811-ykpiorgo 221 6 allow allow VB cord-301811-ykpiorgo 221 7 for for IN cord-301811-ykpiorgo 221 8 an an DT cord-301811-ykpiorgo 221 9 analytical analytical JJ cord-301811-ykpiorgo 221 10 solution solution NN cord-301811-ykpiorgo 221 11 . . . cord-301811-ykpiorgo 222 1 The the DT cord-301811-ykpiorgo 222 2 model model NN cord-301811-ykpiorgo 222 3 is be VBZ cord-301811-ykpiorgo 222 4 an an DT cord-301811-ykpiorgo 222 5 extension extension NN cord-301811-ykpiorgo 222 6 of of IN cord-301811-ykpiorgo 222 7 the the DT cord-301811-ykpiorgo 222 8 birth birth NN cord-301811-ykpiorgo 222 9 - - HYPH cord-301811-ykpiorgo 222 10 death death NN cord-301811-ykpiorgo 222 11 processes process NNS cord-301811-ykpiorgo 222 12 , , , cord-301811-ykpiorgo 222 13 which which WDT cord-301811-ykpiorgo 222 14 has have VBZ cord-301811-ykpiorgo 222 15 been be VBN cord-301811-ykpiorgo 222 16 studied study VBN cord-301811-ykpiorgo 222 17 intensively intensively RB cord-301811-ykpiorgo 222 18 . . . cord-301811-ykpiorgo 223 1 The the DT cord-301811-ykpiorgo 223 2 birth birth NN cord-301811-ykpiorgo 223 3 - - HYPH cord-301811-ykpiorgo 223 4 death death NN cord-301811-ykpiorgo 223 5 processes process NNS cord-301811-ykpiorgo 223 6 with with IN cord-301811-ykpiorgo 223 7 contact contact NN cord-301811-ykpiorgo 223 8 tracing tracing NN cord-301811-ykpiorgo 223 9 is be VBZ cord-301811-ykpiorgo 223 10 analytically analytically RB cord-301811-ykpiorgo 223 11 tractable tractable JJ cord-301811-ykpiorgo 223 12 [ [ -LRB- cord-301811-ykpiorgo 223 13 10 10 CD cord-301811-ykpiorgo 223 14 , , , cord-301811-ykpiorgo 223 15 11 11 CD cord-301811-ykpiorgo 223 16 , , , cord-301811-ykpiorgo 223 17 16 16 CD cord-301811-ykpiorgo 223 18 , , , cord-301811-ykpiorgo 223 19 17 17 CD cord-301811-ykpiorgo 223 20 ] ] -RRB- cord-301811-ykpiorgo 223 21 . . . cord-301811-ykpiorgo 224 1 Because because IN cord-301811-ykpiorgo 224 2 the the DT cord-301811-ykpiorgo 224 3 model model NN cord-301811-ykpiorgo 224 4 is be VBZ cord-301811-ykpiorgo 224 5 simple simple JJ cord-301811-ykpiorgo 224 6 enough enough RB cord-301811-ykpiorgo 224 7 , , , cord-301811-ykpiorgo 224 8 the the DT cord-301811-ykpiorgo 224 9 analytical analytical JJ cord-301811-ykpiorgo 224 10 solution solution NN cord-301811-ykpiorgo 224 11 of of IN cord-301811-ykpiorgo 224 12 the the DT cord-301811-ykpiorgo 224 13 cluster cluster NN cord-301811-ykpiorgo 224 14 size size NN cord-301811-ykpiorgo 224 15 distribution distribution NN cord-301811-ykpiorgo 224 16 and and CC cord-301811-ykpiorgo 224 17 the the DT cord-301811-ykpiorgo 224 18 expected expect VBN cord-301811-ykpiorgo 224 19 time time NN cord-301811-ykpiorgo 224 20 from from IN cord-301811-ykpiorgo 224 21 onset onset NN cord-301811-ykpiorgo 224 22 to to IN cord-301811-ykpiorgo 224 23 diagnosis diagnosis NN cord-301811-ykpiorgo 224 24 of of IN cord-301811-ykpiorgo 224 25 clusters cluster NNS cord-301811-ykpiorgo 224 26 might may MD cord-301811-ykpiorgo 224 27 be be VB cord-301811-ykpiorgo 224 28 obtained obtain VBN cord-301811-ykpiorgo 224 29 . . . cord-301811-ykpiorgo 225 1 In in IN cord-301811-ykpiorgo 225 2 future future JJ cord-301811-ykpiorgo 225 3 work work NN cord-301811-ykpiorgo 225 4 , , , cord-301811-ykpiorgo 225 5 the the DT cord-301811-ykpiorgo 225 6 analytical analytical JJ cord-301811-ykpiorgo 225 7 solution solution NN cord-301811-ykpiorgo 225 8 would would MD cord-301811-ykpiorgo 225 9 enable enable VB cord-301811-ykpiorgo 225 10 us -PRON- PRP cord-301811-ykpiorgo 225 11 to to TO cord-301811-ykpiorgo 225 12 efficiently efficiently RB cord-301811-ykpiorgo 225 13 estimate estimate VB cord-301811-ykpiorgo 225 14 the the DT cord-301811-ykpiorgo 225 15 parameter parameter NN cord-301811-ykpiorgo 225 16 values value NNS cord-301811-ykpiorgo 225 17 . . . cord-301811-ykpiorgo 226 1 The the DT cord-301811-ykpiorgo 226 2 simplicity simplicity NN cord-301811-ykpiorgo 226 3 of of IN cord-301811-ykpiorgo 226 4 the the DT cord-301811-ykpiorgo 226 5 present present JJ cord-301811-ykpiorgo 226 6 model model NN cord-301811-ykpiorgo 226 7 allows allow VBZ cord-301811-ykpiorgo 226 8 expansions expansion NNS cord-301811-ykpiorgo 226 9 in in IN cord-301811-ykpiorgo 226 10 several several JJ cord-301811-ykpiorgo 226 11 ways way NNS cord-301811-ykpiorgo 226 12 . . . cord-301811-ykpiorgo 227 1 First first RB cord-301811-ykpiorgo 227 2 , , , cord-301811-ykpiorgo 227 3 we -PRON- PRP cord-301811-ykpiorgo 227 4 assumed assume VBD cord-301811-ykpiorgo 227 5 that that IN cord-301811-ykpiorgo 227 6 β β NN cord-301811-ykpiorgo 227 7 0 0 CD cord-301811-ykpiorgo 227 8 is be VBZ cord-301811-ykpiorgo 227 9 a a DT cord-301811-ykpiorgo 227 10 fixed fix VBN cord-301811-ykpiorgo 227 11 value value NN cord-301811-ykpiorgo 227 12 in in IN cord-301811-ykpiorgo 227 13 this this DT cord-301811-ykpiorgo 227 14 paper paper NN cord-301811-ykpiorgo 227 15 . . . cord-301811-ykpiorgo 228 1 This this DT cord-301811-ykpiorgo 228 2 is be VBZ cord-301811-ykpiorgo 228 3 justified justify VBN cord-301811-ykpiorgo 228 4 by by IN cord-301811-ykpiorgo 228 5 Fig Fig NNP cord-301811-ykpiorgo 228 6 3 3 CD cord-301811-ykpiorgo 228 7 , , , cord-301811-ykpiorgo 228 8 which which WDT cord-301811-ykpiorgo 228 9 shows show VBZ cord-301811-ykpiorgo 228 10 that that IN cord-301811-ykpiorgo 228 11 the the DT cord-301811-ykpiorgo 228 12 largest large JJS cord-301811-ykpiorgo 228 13 number number NN cord-301811-ykpiorgo 228 14 of of IN cord-301811-ykpiorgo 228 15 individuals individual NNS cord-301811-ykpiorgo 228 16 infected infect VBN cord-301811-ykpiorgo 228 17 by by IN cord-301811-ykpiorgo 228 18 an an DT cord-301811-ykpiorgo 228 19 individual individual NN cord-301811-ykpiorgo 228 20 , , , cord-301811-ykpiorgo 228 21 that that RB cord-301811-ykpiorgo 228 22 is is RB cord-301811-ykpiorgo 228 23 , , , cord-301811-ykpiorgo 228 24 the the DT cord-301811-ykpiorgo 228 25 largest large JJS cord-301811-ykpiorgo 228 26 degree degree NN cord-301811-ykpiorgo 228 27 of of IN cord-301811-ykpiorgo 228 28 nodes node NNS cord-301811-ykpiorgo 228 29 , , , cord-301811-ykpiorgo 228 30 is be VBZ cord-301811-ykpiorgo 228 31 eight eight CD cord-301811-ykpiorgo 228 32 , , , cord-301811-ykpiorgo 228 33 which which WDT cord-301811-ykpiorgo 228 34 is be VBZ cord-301811-ykpiorgo 228 35 rather rather RB cord-301811-ykpiorgo 228 36 small small JJ cord-301811-ykpiorgo 228 37 . . . cord-301811-ykpiorgo 229 1 However however RB cord-301811-ykpiorgo 229 2 , , , cord-301811-ykpiorgo 229 3 β β NN cord-301811-ykpiorgo 229 4 0 0 CD cord-301811-ykpiorgo 229 5 may may MD cord-301811-ykpiorgo 229 6 be be VB cord-301811-ykpiorgo 229 7 heterogeneous heterogeneous JJ cord-301811-ykpiorgo 229 8 . . . cord-301811-ykpiorgo 230 1 Heterogeneity heterogeneity NN cord-301811-ykpiorgo 230 2 in in IN cord-301811-ykpiorgo 230 3 β β NN cord-301811-ykpiorgo 230 4 0 0 CD cord-301811-ykpiorgo 230 5 , , , cord-301811-ykpiorgo 230 6 which which WDT cord-301811-ykpiorgo 230 7 has have VBZ cord-301811-ykpiorgo 230 8 been be VBN cord-301811-ykpiorgo 230 9 suggested suggest VBN cord-301811-ykpiorgo 230 10 for for IN cord-301811-ykpiorgo 230 11 the the DT cord-301811-ykpiorgo 230 12 coronavirus coronavirus NN cord-301811-ykpiorgo 230 13 genus genus NN cord-301811-ykpiorgo 230 14 [ [ -LRB- cord-301811-ykpiorgo 230 15 30 30 CD cord-301811-ykpiorgo 230 16 , , , cord-301811-ykpiorgo 230 17 31 31 CD cord-301811-ykpiorgo 230 18 ] ] -RRB- cord-301811-ykpiorgo 230 19 , , , cord-301811-ykpiorgo 230 20 may may MD cord-301811-ykpiorgo 230 21 explain explain VB cord-301811-ykpiorgo 230 22 the the DT cord-301811-ykpiorgo 230 23 superspreader superspreader NN cord-301811-ykpiorgo 230 24 phenomenon phenomenon NN cord-301811-ykpiorgo 230 25 . . . cord-301811-ykpiorgo 231 1 Also also RB cord-301811-ykpiorgo 231 2 , , , cord-301811-ykpiorgo 231 3 the the DT cord-301811-ykpiorgo 231 4 spread spread NN cord-301811-ykpiorgo 231 5 of of IN cord-301811-ykpiorgo 231 6 SARS SARS NNP cord-301811-ykpiorgo 231 7 - - HYPH cord-301811-ykpiorgo 231 8 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 231 9 might may MD cord-301811-ykpiorgo 231 10 be be VB cord-301811-ykpiorgo 231 11 more more RBR cord-301811-ykpiorgo 231 12 accurately accurately RB cord-301811-ykpiorgo 231 13 modeled model VBN cord-301811-ykpiorgo 231 14 with with IN cord-301811-ykpiorgo 231 15 the the DT cord-301811-ykpiorgo 231 16 contact contact NN cord-301811-ykpiorgo 231 17 process process NN cord-301811-ykpiorgo 231 18 on on IN cord-301811-ykpiorgo 231 19 scale scale NN cord-301811-ykpiorgo 231 20 - - HYPH cord-301811-ykpiorgo 231 21 free free JJ cord-301811-ykpiorgo 231 22 networks network NNS cord-301811-ykpiorgo 231 23 [ [ -LRB- cord-301811-ykpiorgo 231 24 32 32 CD cord-301811-ykpiorgo 231 25 , , , cord-301811-ykpiorgo 231 26 33 33 CD cord-301811-ykpiorgo 231 27 ] ] -RRB- cord-301811-ykpiorgo 231 28 . . . cord-301811-ykpiorgo 232 1 The the DT cord-301811-ykpiorgo 232 2 value value NN cord-301811-ykpiorgo 232 3 of of IN cord-301811-ykpiorgo 232 4 β β NN cord-301811-ykpiorgo 232 5 0 0 CD cord-301811-ykpiorgo 232 6 might may MD cord-301811-ykpiorgo 232 7 depend depend VB cord-301811-ykpiorgo 232 8 on on IN cord-301811-ykpiorgo 232 9 the the DT cord-301811-ykpiorgo 232 10 severity severity NN cord-301811-ykpiorgo 232 11 of of IN cord-301811-ykpiorgo 232 12 the the DT cord-301811-ykpiorgo 232 13 patient patient NN cord-301811-ykpiorgo 232 14 [ [ -LRB- cord-301811-ykpiorgo 232 15 23 23 CD cord-301811-ykpiorgo 232 16 ] ] -RRB- cord-301811-ykpiorgo 232 17 . . . cord-301811-ykpiorgo 233 1 Second second RB cord-301811-ykpiorgo 233 2 , , , cord-301811-ykpiorgo 233 3 the the DT cord-301811-ykpiorgo 233 4 recovery recovery NN cord-301811-ykpiorgo 233 5 rate rate NN cord-301811-ykpiorgo 233 6 γ γ NN cord-301811-ykpiorgo 233 7 may may MD cord-301811-ykpiorgo 233 8 depend depend VB cord-301811-ykpiorgo 233 9 on on IN cord-301811-ykpiorgo 233 10 the the DT cord-301811-ykpiorgo 233 11 severity severity NN cord-301811-ykpiorgo 233 12 of of IN cord-301811-ykpiorgo 233 13 the the DT cord-301811-ykpiorgo 233 14 patient patient NN cord-301811-ykpiorgo 233 15 . . . cord-301811-ykpiorgo 234 1 Heterogeneity heterogeneity NN cord-301811-ykpiorgo 234 2 in in IN cord-301811-ykpiorgo 234 3 γ γ NN cord-301811-ykpiorgo 234 4 can can MD cord-301811-ykpiorgo 234 5 affect affect VB cord-301811-ykpiorgo 234 6 the the DT cord-301811-ykpiorgo 234 7 estimated estimate VBN cord-301811-ykpiorgo 234 8 number number NN cord-301811-ykpiorgo 234 9 of of IN cord-301811-ykpiorgo 234 10 total total JJ cord-301811-ykpiorgo 234 11 infected infected JJ cord-301811-ykpiorgo 234 12 individuals individual NNS cord-301811-ykpiorgo 234 13 . . . cord-301811-ykpiorgo 235 1 Third third RB cord-301811-ykpiorgo 235 2 , , , cord-301811-ykpiorgo 235 3 the the DT cord-301811-ykpiorgo 235 4 incubation incubation NN cord-301811-ykpiorgo 235 5 period period NN cord-301811-ykpiorgo 235 6 , , , cord-301811-ykpiorgo 235 7 which which WDT cord-301811-ykpiorgo 235 8 is be VBZ cord-301811-ykpiorgo 235 9 ignored ignore VBN cord-301811-ykpiorgo 235 10 in in IN cord-301811-ykpiorgo 235 11 the the DT cord-301811-ykpiorgo 235 12 present present JJ cord-301811-ykpiorgo 235 13 paper paper NN cord-301811-ykpiorgo 235 14 , , , cord-301811-ykpiorgo 235 15 might may MD cord-301811-ykpiorgo 235 16 affect affect VB cord-301811-ykpiorgo 235 17 the the DT cord-301811-ykpiorgo 235 18 size size NN cord-301811-ykpiorgo 235 19 and and CC cord-301811-ykpiorgo 235 20 structure structure NN cord-301811-ykpiorgo 235 21 of of IN cord-301811-ykpiorgo 235 22 clusters cluster NNS cord-301811-ykpiorgo 235 23 [ [ -LRB- cord-301811-ykpiorgo 235 24 34 34 CD cord-301811-ykpiorgo 235 25 ] ] -RRB- cord-301811-ykpiorgo 235 26 . . . cord-301811-ykpiorgo 236 1 Infectiousness infectiousness NN cord-301811-ykpiorgo 236 2 in in IN cord-301811-ykpiorgo 236 3 the the DT cord-301811-ykpiorgo 236 4 incubation incubation NN cord-301811-ykpiorgo 236 5 period period NN cord-301811-ykpiorgo 236 6 should should MD cord-301811-ykpiorgo 236 7 be be VB cord-301811-ykpiorgo 236 8 included include VBN cord-301811-ykpiorgo 236 9 in in IN cord-301811-ykpiorgo 236 10 the the DT cord-301811-ykpiorgo 236 11 model model NN cord-301811-ykpiorgo 236 12 [ [ -LRB- cord-301811-ykpiorgo 236 13 34 34 CD cord-301811-ykpiorgo 236 14 ] ] -RRB- cord-301811-ykpiorgo 236 15 . . . cord-301811-ykpiorgo 237 1 Fourth fourth RB cord-301811-ykpiorgo 237 2 , , , cord-301811-ykpiorgo 237 3 the the DT cord-301811-ykpiorgo 237 4 stage stage NN cord-301811-ykpiorgo 237 5 of of IN cord-301811-ykpiorgo 237 6 symptoms symptom NNS cord-301811-ykpiorgo 237 7 should should MD cord-301811-ykpiorgo 237 8 be be VB cord-301811-ykpiorgo 237 9 introduced introduce VBN cord-301811-ykpiorgo 237 10 into into IN cord-301811-ykpiorgo 237 11 the the DT cord-301811-ykpiorgo 237 12 model model NN cord-301811-ykpiorgo 237 13 . . . cord-301811-ykpiorgo 238 1 Fig Fig NNP cord-301811-ykpiorgo 238 2 6 6 CD cord-301811-ykpiorgo 238 3 suggests suggest VBZ cord-301811-ykpiorgo 238 4 that that IN cord-301811-ykpiorgo 238 5 the the DT cord-301811-ykpiorgo 238 6 time time NN cord-301811-ykpiorgo 238 7 from from IN cord-301811-ykpiorgo 238 8 onset onset NN cord-301811-ykpiorgo 238 9 to to IN cord-301811-ykpiorgo 238 10 diagnosis diagnosis NN cord-301811-ykpiorgo 238 11 of of IN cord-301811-ykpiorgo 238 12 clusters cluster NNS cord-301811-ykpiorgo 238 13 obeys obey VBZ cord-301811-ykpiorgo 238 14 a a DT cord-301811-ykpiorgo 238 15 unimodal unimodal JJ cord-301811-ykpiorgo 238 16 distribution distribution NN cord-301811-ykpiorgo 238 17 with with IN cord-301811-ykpiorgo 238 18 a a DT cord-301811-ykpiorgo 238 19 peak peak NN cord-301811-ykpiorgo 238 20 at at IN cord-301811-ykpiorgo 238 21 around around IN cord-301811-ykpiorgo 238 22 10 10 CD cord-301811-ykpiorgo 238 23 days day NNS cord-301811-ykpiorgo 238 24 , , , cord-301811-ykpiorgo 238 25 although although IN cord-301811-ykpiorgo 238 26 the the DT cord-301811-ykpiorgo 238 27 peak peak NN cord-301811-ykpiorgo 238 28 must must MD cord-301811-ykpiorgo 238 29 be be VB cord-301811-ykpiorgo 238 30 at at IN cord-301811-ykpiorgo 238 31 0 0 CD cord-301811-ykpiorgo 238 32 in in IN cord-301811-ykpiorgo 238 33 the the DT cord-301811-ykpiorgo 238 34 present present JJ cord-301811-ykpiorgo 238 35 model model NN cord-301811-ykpiorgo 238 36 . . . cord-301811-ykpiorgo 239 1 Assuming assume VBG cord-301811-ykpiorgo 239 2 that that IN cord-301811-ykpiorgo 239 3 a a DT cord-301811-ykpiorgo 239 4 mildly mildly RB cord-301811-ykpiorgo 239 5 infected infect VBN cord-301811-ykpiorgo 239 6 state state NN cord-301811-ykpiorgo 239 7 stochastically stochastically RB cord-301811-ykpiorgo 239 8 develops develop VBZ cord-301811-ykpiorgo 239 9 into into IN cord-301811-ykpiorgo 239 10 a a DT cord-301811-ykpiorgo 239 11 severely severely RB cord-301811-ykpiorgo 239 12 infected infect VBN cord-301811-ykpiorgo 239 13 state state NN cord-301811-ykpiorgo 239 14 would would MD cord-301811-ykpiorgo 239 15 explain explain VB cord-301811-ykpiorgo 239 16 this this DT cord-301811-ykpiorgo 239 17 time time NN cord-301811-ykpiorgo 239 18 course course NN cord-301811-ykpiorgo 239 19 . . . cord-301811-ykpiorgo 240 1 Fifth fifth JJ cord-301811-ykpiorgo 240 2 , , , cord-301811-ykpiorgo 240 3 recursive recursive JJ cord-301811-ykpiorgo 240 4 full full JJ cord-301811-ykpiorgo 240 5 tracing tracing NN cord-301811-ykpiorgo 240 6 might may MD cord-301811-ykpiorgo 240 7 be be VB cord-301811-ykpiorgo 240 8 unrealistic unrealistic JJ cord-301811-ykpiorgo 240 9 because because IN cord-301811-ykpiorgo 240 10 some some DT cord-301811-ykpiorgo 240 11 of of IN cord-301811-ykpiorgo 240 12 the the DT cord-301811-ykpiorgo 240 13 symptomatic symptomatic JJ cord-301811-ykpiorgo 240 14 patients patient NNS cord-301811-ykpiorgo 240 15 can can MD cord-301811-ykpiorgo 240 16 be be VB cord-301811-ykpiorgo 240 17 missed miss VBN cord-301811-ykpiorgo 240 18 in in IN cord-301811-ykpiorgo 240 19 contact contact NN cord-301811-ykpiorgo 240 20 tracing tracing NN cord-301811-ykpiorgo 240 21 . . . cord-301811-ykpiorgo 241 1 Introducing introduce VBG cord-301811-ykpiorgo 241 2 stochasticity stochasticity NN cord-301811-ykpiorgo 241 3 into into IN cord-301811-ykpiorgo 241 4 contact contact NN cord-301811-ykpiorgo 241 5 tracing tracing NN cord-301811-ykpiorgo 241 6 can can MD cord-301811-ykpiorgo 241 7 enable enable VB cord-301811-ykpiorgo 241 8 a a DT cord-301811-ykpiorgo 241 9 more more RBR cord-301811-ykpiorgo 241 10 precise precise JJ cord-301811-ykpiorgo 241 11 modeling modeling NN cord-301811-ykpiorgo 241 12 of of IN cord-301811-ykpiorgo 241 13 clusters cluster NNS cord-301811-ykpiorgo 241 14 . . . cord-301811-ykpiorgo 242 1 These these DT cord-301811-ykpiorgo 242 2 extensions extension NNS cord-301811-ykpiorgo 242 3 would would MD cord-301811-ykpiorgo 242 4 be be VB cord-301811-ykpiorgo 242 5 useful useful JJ cord-301811-ykpiorgo 242 6 in in IN cord-301811-ykpiorgo 242 7 monitoring monitor VBG cord-301811-ykpiorgo 242 8 and and CC cord-301811-ykpiorgo 242 9 controlling control VBG cord-301811-ykpiorgo 242 10 the the DT cord-301811-ykpiorgo 242 11 spread spread NN cord-301811-ykpiorgo 242 12 of of IN cord-301811-ykpiorgo 242 13 SARS SARS NNP cord-301811-ykpiorgo 242 14 - - HYPH cord-301811-ykpiorgo 242 15 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 242 16 . . . cord-301811-ykpiorgo 243 1 Supporting support VBG cord-301811-ykpiorgo 243 2 information information NN cord-301811-ykpiorgo 243 3 S1 S1 NNP cord-301811-ykpiorgo 243 4 Table Table NNP cord-301811-ykpiorgo 243 5 . . . cord-301811-ykpiorgo 244 1 The the DT cord-301811-ykpiorgo 244 2 _SP cord-301811-ykpiorgo 244 3 Presumed presume VBN cord-301811-ykpiorgo 244 4 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 244 5 carrier carrier NN cord-301811-ykpiorgo 244 6 transmission transmission NN cord-301811-ykpiorgo 244 7 of of IN cord-301811-ykpiorgo 244 8 COVID-19 COVID-19 NNP cord-301811-ykpiorgo 244 9 Asymptomatic asymptomatic JJ cord-301811-ykpiorgo 244 10 and and CC cord-301811-ykpiorgo 244 11 human human JJ cord-301811-ykpiorgo 244 12 - - HYPH cord-301811-ykpiorgo 244 13 to to IN cord-301811-ykpiorgo 244 14 - - HYPH cord-301811-ykpiorgo 244 15 human human JJ cord-301811-ykpiorgo 244 16 transmission transmission NN cord-301811-ykpiorgo 244 17 of of IN cord-301811-ykpiorgo 244 18 SARS SARS NNP cord-301811-ykpiorgo 244 19 - - HYPH cord-301811-ykpiorgo 244 20 CoV-2 CoV-2 NNP cord-301811-ykpiorgo 244 21 in in IN cord-301811-ykpiorgo 244 22 a a DT cord-301811-ykpiorgo 244 23 2-family 2-family CD cord-301811-ykpiorgo 244 24 cluster cluster NN cord-301811-ykpiorgo 244 25 Epidemiological epidemiological JJ cord-301811-ykpiorgo 244 26 determinants determinant NNS cord-301811-ykpiorgo 244 27 of of IN cord-301811-ykpiorgo 244 28 spread spread NN cord-301811-ykpiorgo 244 29 of of IN cord-301811-ykpiorgo 244 30 causal causal JJ cord-301811-ykpiorgo 244 31 agent agent NN cord-301811-ykpiorgo 244 32 of of IN cord-301811-ykpiorgo 244 33 severe severe JJ cord-301811-ykpiorgo 244 34 acute acute JJ cord-301811-ykpiorgo 244 35 respiratory respiratory JJ cord-301811-ykpiorgo 244 36 syndrome syndrome NN cord-301811-ykpiorgo 244 37 in in IN cord-301811-ykpiorgo 244 38 Hong Hong NNP cord-301811-ykpiorgo 244 39 Kong Kong NNP cord-301811-ykpiorgo 244 40 . . . cord-301811-ykpiorgo 245 1 The the DT cord-301811-ykpiorgo 245 2 Lancet Lancet NNP cord-301811-ykpiorgo 245 3 Transmission Transmission NNP cord-301811-ykpiorgo 245 4 Dynamics Dynamics NNPS cord-301811-ykpiorgo 245 5 of of IN cord-301811-ykpiorgo 245 6 the the DT cord-301811-ykpiorgo 245 7 Etiological Etiological NNP cord-301811-ykpiorgo 245 8 Agent Agent NNP cord-301811-ykpiorgo 245 9 of of IN cord-301811-ykpiorgo 245 10 SARS SARS NNP cord-301811-ykpiorgo 245 11 in in IN cord-301811-ykpiorgo 245 12 Hong Hong NNP cord-301811-ykpiorgo 245 13 Kong Kong NNP cord-301811-ykpiorgo 245 14 : : : cord-301811-ykpiorgo 245 15 Impact Impact NNP cord-301811-ykpiorgo 245 16 of of IN cord-301811-ykpiorgo 245 17 Public Public NNP cord-301811-ykpiorgo 245 18 Health Health NNP cord-301811-ykpiorgo 245 19 Interventions Interventions NNPS cord-301811-ykpiorgo 245 20 Role Role NNP cord-301811-ykpiorgo 245 21 of of IN cord-301811-ykpiorgo 245 22 contact contact NN cord-301811-ykpiorgo 245 23 tracing trace VBG cord-301811-ykpiorgo 245 24 in in IN cord-301811-ykpiorgo 245 25 containing contain VBG cord-301811-ykpiorgo 245 26 the the DT cord-301811-ykpiorgo 245 27 2014 2014 CD cord-301811-ykpiorgo 245 28 Ebola Ebola NNP cord-301811-ykpiorgo 245 29 outbreak outbreak NN cord-301811-ykpiorgo 245 30 : : : cord-301811-ykpiorgo 245 31 a a DT cord-301811-ykpiorgo 245 32 review review NN cord-301811-ykpiorgo 245 33 . . . cord-301811-ykpiorgo 246 1 African african JJ cord-301811-ykpiorgo 246 2 health health NN cord-301811-ykpiorgo 246 3 sciences science NNS cord-301811-ykpiorgo 246 4 Contact Contact NNP cord-301811-ykpiorgo 246 5 tracing tracing NN cord-301811-ykpiorgo 246 6 and and CC cord-301811-ykpiorgo 246 7 disease disease NN cord-301811-ykpiorgo 246 8 control control NN cord-301811-ykpiorgo 247 1 The the DT cord-301811-ykpiorgo 247 2 impact impact NN cord-301811-ykpiorgo 247 3 of of IN cord-301811-ykpiorgo 247 4 contact contact NN cord-301811-ykpiorgo 247 5 tracing trace VBG cord-301811-ykpiorgo 247 6 in in IN cord-301811-ykpiorgo 247 7 clustered clustered JJ cord-301811-ykpiorgo 247 8 populations population NNS cord-301811-ykpiorgo 247 9 Epidemic epidemic NN cord-301811-ykpiorgo 247 10 models model NNS cord-301811-ykpiorgo 247 11 of of IN cord-301811-ykpiorgo 247 12 contact contact NN cord-301811-ykpiorgo 247 13 tracing tracing NN cord-301811-ykpiorgo 247 14 : : : cord-301811-ykpiorgo 247 15 systematic systematic JJ cord-301811-ykpiorgo 247 16 review review NN cord-301811-ykpiorgo 247 17 of of IN cord-301811-ykpiorgo 247 18 transmission transmission NN cord-301811-ykpiorgo 247 19 studies study NNS cord-301811-ykpiorgo 247 20 of of IN cord-301811-ykpiorgo 247 21 severe severe JJ cord-301811-ykpiorgo 247 22 acute acute JJ cord-301811-ykpiorgo 247 23 respiratory respiratory JJ cord-301811-ykpiorgo 247 24 syndrome syndrome NN cord-301811-ykpiorgo 247 25 and and CC cord-301811-ykpiorgo 248 1 middle middle NNP cord-301811-ykpiorgo 248 2 east east NNP cord-301811-ykpiorgo 248 3 respiratory respiratory JJ cord-301811-ykpiorgo 248 4 syndrome syndrome NN cord-301811-ykpiorgo 248 5 Contact contact NN cord-301811-ykpiorgo 248 6 tracing trace VBG cord-301811-ykpiorgo 248 7 in in IN cord-301811-ykpiorgo 248 8 stochastic stochastic JJ cord-301811-ykpiorgo 248 9 and and CC cord-301811-ykpiorgo 248 10 deterministic deterministic JJ cord-301811-ykpiorgo 248 11 epidemic epidemic NN cord-301811-ykpiorgo 248 12 models model NNS cord-301811-ykpiorgo 248 13 Family family NN cord-301811-ykpiorgo 248 14 trees tree NNS cord-301811-ykpiorgo 248 15 of of IN cord-301811-ykpiorgo 248 16 continuous continuous JJ cord-301811-ykpiorgo 248 17 - - HYPH cord-301811-ykpiorgo 248 18 time time NN cord-301811-ykpiorgo 248 19 birth birth NN cord-301811-ykpiorgo 248 20 - - HYPH cord-301811-ykpiorgo 248 21 and and CC cord-301811-ykpiorgo 248 22 - - HYPH cord-301811-ykpiorgo 248 23 death death NN cord-301811-ykpiorgo 248 24 processes process NNS cord-301811-ykpiorgo 249 1 The the DT cord-301811-ykpiorgo 249 2 effectiveness effectiveness NN cord-301811-ykpiorgo 249 3 of of IN cord-301811-ykpiorgo 249 4 contact contact NN cord-301811-ykpiorgo 249 5 tracing trace VBG cord-301811-ykpiorgo 249 6 in in IN cord-301811-ykpiorgo 249 7 emerging emerge VBG cord-301811-ykpiorgo 249 8 epidemics epidemic NNS cord-301811-ykpiorgo 249 9 Estimating estimate VBG cord-301811-ykpiorgo 249 10 the the DT cord-301811-ykpiorgo 249 11 tracing tracing NN cord-301811-ykpiorgo 249 12 probability probability NN cord-301811-ykpiorgo 249 13 from from IN cord-301811-ykpiorgo 249 14 contact contact NN cord-301811-ykpiorgo 249 15 history history NN cord-301811-ykpiorgo 249 16 at at IN cord-301811-ykpiorgo 249 17 the the DT cord-301811-ykpiorgo 249 18 onset onset NN cord-301811-ykpiorgo 249 19 of of IN cord-301811-ykpiorgo 249 20 an an DT cord-301811-ykpiorgo 249 21 epidemic epidemic NN cord-301811-ykpiorgo 249 22 Threshold threshold NN cord-301811-ykpiorgo 249 23 behaviour behaviour NN cord-301811-ykpiorgo 249 24 of of IN cord-301811-ykpiorgo 249 25 emerging emerge VBG cord-301811-ykpiorgo 249 26 epidemics epidemic NNS cord-301811-ykpiorgo 249 27 featuring feature VBG cord-301811-ykpiorgo 249 28 contact contact NN cord-301811-ykpiorgo 249 29 tracing trace VBG cord-301811-ykpiorgo 249 30 Stochastic stochastic JJ cord-301811-ykpiorgo 249 31 epidemic epidemic NN cord-301811-ykpiorgo 249 32 models model NNS cord-301811-ykpiorgo 249 33 featuring feature VBG cord-301811-ykpiorgo 249 34 contact contact NN cord-301811-ykpiorgo 249 35 tracing trace VBG cord-301811-ykpiorgo 249 36 with with IN cord-301811-ykpiorgo 249 37 delays delay NNS cord-301811-ykpiorgo 249 38 The the DT cord-301811-ykpiorgo 249 39 effect effect NN cord-301811-ykpiorgo 249 40 of of IN cord-301811-ykpiorgo 249 41 delay delay NN cord-301811-ykpiorgo 249 42 on on IN cord-301811-ykpiorgo 249 43 contact contact NN cord-301811-ykpiorgo 249 44 tracing tracing NN cord-301811-ykpiorgo 249 45 Exact exact JJ cord-301811-ykpiorgo 249 46 and and CC cord-301811-ykpiorgo 249 47 approximate approximate JJ cord-301811-ykpiorgo 249 48 formulas formula NNS cord-301811-ykpiorgo 249 49 for for IN cord-301811-ykpiorgo 249 50 contact contact NN cord-301811-ykpiorgo 249 51 tracing trace VBG cord-301811-ykpiorgo 249 52 on on IN cord-301811-ykpiorgo 249 53 random random JJ cord-301811-ykpiorgo 249 54 trees tree NNS cord-301811-ykpiorgo 249 55 Situation situation NN cord-301811-ykpiorgo 249 56 of of IN cord-301811-ykpiorgo 249 57 COVID-19 COVID-19 NNP cord-301811-ykpiorgo 249 58 in in IN cord-301811-ykpiorgo 249 59 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 249 60 Prefecture Prefecture NNP cord-301811-ykpiorgo 249 61 Estimating estimate VBG cord-301811-ykpiorgo 249 62 the the DT cord-301811-ykpiorgo 249 63 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 249 64 proportion proportion NN cord-301811-ykpiorgo 249 65 of of IN cord-301811-ykpiorgo 249 66 coronavirus coronavirus NN cord-301811-ykpiorgo 249 67 disease disease NN cord-301811-ykpiorgo 249 68 2019 2019 CD cord-301811-ykpiorgo 249 69 ( ( -LRB- cord-301811-ykpiorgo 249 70 COVID-19 COVID-19 NNP cord-301811-ykpiorgo 249 71 ) ) -RRB- cord-301811-ykpiorgo 249 72 cases case NNS cord-301811-ykpiorgo 249 73 on on IN cord-301811-ykpiorgo 249 74 board board NN cord-301811-ykpiorgo 249 75 the the DT cord-301811-ykpiorgo 249 76 Diamond Diamond NNP cord-301811-ykpiorgo 249 77 Princess Princess NNP cord-301811-ykpiorgo 249 78 cruise cruise NN cord-301811-ykpiorgo 249 79 ship ship NN cord-301811-ykpiorgo 249 80 Virological virological JJ cord-301811-ykpiorgo 249 81 assessment assessment NN cord-301811-ykpiorgo 249 82 of of IN cord-301811-ykpiorgo 249 83 hospitalized hospitalize VBN cord-301811-ykpiorgo 249 84 patients patient NNS cord-301811-ykpiorgo 249 85 with with IN cord-301811-ykpiorgo 249 86 COVID-2019 COVID-2019 NNP cord-301811-ykpiorgo 249 87 Updated update VBN cord-301811-ykpiorgo 249 88 rapid rapid JJ cord-301811-ykpiorgo 249 89 risk risk NN cord-301811-ykpiorgo 249 90 assessment assessment NN cord-301811-ykpiorgo 249 91 from from IN cord-301811-ykpiorgo 249 92 ECDC ECDC NNP cord-301811-ykpiorgo 249 93 on on IN cord-301811-ykpiorgo 249 94 the the DT cord-301811-ykpiorgo 249 95 novel novel JJ cord-301811-ykpiorgo 249 96 coronavirus coronavirus NN cord-301811-ykpiorgo 249 97 disease disease NN cord-301811-ykpiorgo 249 98 2019 2019 CD cord-301811-ykpiorgo 249 99 ( ( -LRB- cord-301811-ykpiorgo 249 100 COVID-19 COVID-19 NNP cord-301811-ykpiorgo 249 101 ) ) -RRB- cord-301811-ykpiorgo 249 102 pandemic pandemic NN cord-301811-ykpiorgo 249 103 : : : cord-301811-ykpiorgo 249 104 increased increase VBN cord-301811-ykpiorgo 249 105 transmission transmission NN cord-301811-ykpiorgo 249 106 in in IN cord-301811-ykpiorgo 249 107 the the DT cord-301811-ykpiorgo 249 108 EU EU NNP cord-301811-ykpiorgo 249 109 / / SYM cord-301811-ykpiorgo 249 110 EEA EEA NNP cord-301811-ykpiorgo 249 111 and and CC cord-301811-ykpiorgo 249 112 the the DT cord-301811-ykpiorgo 249 113 UK UK NNP cord-301811-ykpiorgo 249 114 Effectiveness Effectiveness NNP cord-301811-ykpiorgo 249 115 of of IN cord-301811-ykpiorgo 249 116 control control NN cord-301811-ykpiorgo 249 117 strategies strategy NNS cord-301811-ykpiorgo 249 118 for for IN cord-301811-ykpiorgo 249 119 Coronavirus Coronavirus NNP cord-301811-ykpiorgo 249 120 Disease Disease NNP cord-301811-ykpiorgo 249 121 2019 2019 CD cord-301811-ykpiorgo 249 122 : : : cord-301811-ykpiorgo 249 123 a a DT cord-301811-ykpiorgo 249 124 SEIR SEIR NNP cord-301811-ykpiorgo 249 125 dynamic dynamic JJ cord-301811-ykpiorgo 249 126 modeling modeling NN cord-301811-ykpiorgo 249 127 study study NN cord-301811-ykpiorgo 250 1 Substantial substantial JJ cord-301811-ykpiorgo 250 2 undocumented undocumented JJ cord-301811-ykpiorgo 250 3 infection infection NN cord-301811-ykpiorgo 250 4 facilitates facilitate VBZ cord-301811-ykpiorgo 250 5 the the DT cord-301811-ykpiorgo 250 6 rapid rapid JJ cord-301811-ykpiorgo 250 7 dissemination dissemination NN cord-301811-ykpiorgo 250 8 of of IN cord-301811-ykpiorgo 250 9 novel novel JJ cord-301811-ykpiorgo 250 10 coronavirus coronavirus NN cord-301811-ykpiorgo 250 11 ( ( -LRB- cord-301811-ykpiorgo 250 12 SARS SARS NNP cord-301811-ykpiorgo 250 13 - - HYPH cord-301811-ykpiorgo 250 14 CoV2 CoV2 NNP cord-301811-ykpiorgo 250 15 ) ) -RRB- cord-301811-ykpiorgo 250 16 Press Press NNP cord-301811-ykpiorgo 250 17 release release NN cord-301811-ykpiorgo 250 18 on on IN cord-301811-ykpiorgo 250 19 March March NNP cord-301811-ykpiorgo 250 20 15th 15th NN cord-301811-ykpiorgo 251 1 Estimation estimation NN cord-301811-ykpiorgo 251 2 of of IN cord-301811-ykpiorgo 251 3 the the DT cord-301811-ykpiorgo 251 4 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 251 5 ratio ratio NN cord-301811-ykpiorgo 251 6 of of IN cord-301811-ykpiorgo 251 7 novel novel JJ cord-301811-ykpiorgo 251 8 coronavirus coronavirus NN cord-301811-ykpiorgo 251 9 infections infection NNS cord-301811-ykpiorgo 251 10 ( ( -LRB- cord-301811-ykpiorgo 251 11 COVID-19 covid-19 VB cord-301811-ykpiorgo 251 12 ) ) -RRB- cord-301811-ykpiorgo 251 13 Estimation estimation NN cord-301811-ykpiorgo 251 14 of of IN cord-301811-ykpiorgo 251 15 the the DT cord-301811-ykpiorgo 251 16 actual actual JJ cord-301811-ykpiorgo 251 17 incidence incidence NN cord-301811-ykpiorgo 251 18 of of IN cord-301811-ykpiorgo 251 19 coronavirus coronavirus NN cord-301811-ykpiorgo 251 20 disease disease NN cord-301811-ykpiorgo 251 21 ( ( -LRB- cord-301811-ykpiorgo 251 22 COVID-19 covid-19 VB cord-301811-ykpiorgo 251 23 ) ) -RRB- cord-301811-ykpiorgo 251 24 in in IN cord-301811-ykpiorgo 251 25 emergent emergent JJ cord-301811-ykpiorgo 251 26 hotspots hotspot NNS cord-301811-ykpiorgo 251 27 : : : cord-301811-ykpiorgo 251 28 The the DT cord-301811-ykpiorgo 251 29 example example NN cord-301811-ykpiorgo 251 30 of of IN cord-301811-ykpiorgo 251 31 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 251 32 Press Press NNP cord-301811-ykpiorgo 251 33 release release NN cord-301811-ykpiorgo 251 34 on on IN cord-301811-ykpiorgo 251 35 Hokkaido Hokkaido NNP cord-301811-ykpiorgo 251 36 set set VBN cord-301811-ykpiorgo 251 37 to to TO cord-301811-ykpiorgo 251 38 lift lift VB cord-301811-ykpiorgo 251 39 coronavirus coronavirus NN cord-301811-ykpiorgo 251 40 state state NN cord-301811-ykpiorgo 251 41 of of IN cord-301811-ykpiorgo 251 42 emergency emergency NN cord-301811-ykpiorgo 252 1 Why why WRB cord-301811-ykpiorgo 252 2 do do VBP cord-301811-ykpiorgo 252 3 some some DT cord-301811-ykpiorgo 252 4 COVID-19 covid-19 NN cord-301811-ykpiorgo 252 5 patients patient NNS cord-301811-ykpiorgo 252 6 infect infect VBP cord-301811-ykpiorgo 252 7 many many JJ cord-301811-ykpiorgo 252 8 others other NNS cord-301811-ykpiorgo 252 9 , , , cord-301811-ykpiorgo 252 10 whereas whereas IN cord-301811-ykpiorgo 252 11 most most JJS cord-301811-ykpiorgo 252 12 do do VBP cord-301811-ykpiorgo 252 13 n't not RB cord-301811-ykpiorgo 252 14 spread spread VB cord-301811-ykpiorgo 252 15 the the DT cord-301811-ykpiorgo 252 16 virus virus NN cord-301811-ykpiorgo 252 17 at at RB cord-301811-ykpiorgo 252 18 all all RB cord-301811-ykpiorgo 252 19 . . . cord-301811-ykpiorgo 253 1 Science science NN cord-301811-ykpiorgo 253 2 . . . cord-301811-ykpiorgo 254 1 accessed access VBN cord-301811-ykpiorgo 254 2 11 11 CD cord-301811-ykpiorgo 254 3 Superspreading Superspreading NNP cord-301811-ykpiorgo 254 4 and and CC cord-301811-ykpiorgo 254 5 the the DT cord-301811-ykpiorgo 254 6 effect effect NN cord-301811-ykpiorgo 254 7 of of IN cord-301811-ykpiorgo 254 8 individual individual JJ cord-301811-ykpiorgo 254 9 variation variation NN cord-301811-ykpiorgo 254 10 on on IN cord-301811-ykpiorgo 254 11 disease disease NN cord-301811-ykpiorgo 254 12 emergence emergence NN cord-301811-ykpiorgo 255 1 The the DT cord-301811-ykpiorgo 255 2 role role NN cord-301811-ykpiorgo 255 3 of of IN cord-301811-ykpiorgo 255 4 superspreading superspreade VBG cord-301811-ykpiorgo 255 5 in in IN cord-301811-ykpiorgo 255 6 Middle Middle NNP cord-301811-ykpiorgo 255 7 East East NNP cord-301811-ykpiorgo 255 8 respiratory respiratory JJ cord-301811-ykpiorgo 255 9 syndrome syndrome NN cord-301811-ykpiorgo 255 10 coronavirus coronavirus NN cord-301811-ykpiorgo 256 1 ( ( -LRB- cord-301811-ykpiorgo 256 2 MERS MERS NNP cord-301811-ykpiorgo 256 3 - - HYPH cord-301811-ykpiorgo 256 4 CoV CoV NNP cord-301811-ykpiorgo 256 5 ) ) -RRB- cord-301811-ykpiorgo 256 6 transmission transmission NN cord-301811-ykpiorgo 256 7 Epidemic epidemic NN cord-301811-ykpiorgo 256 8 spreading spread VBG cord-301811-ykpiorgo 256 9 in in IN cord-301811-ykpiorgo 256 10 scale scale NN cord-301811-ykpiorgo 256 11 - - HYPH cord-301811-ykpiorgo 256 12 free free JJ cord-301811-ykpiorgo 256 13 networks network NNS cord-301811-ykpiorgo 257 1 Epidemic epidemic NN cord-301811-ykpiorgo 257 2 outbreaks outbreak NNS cord-301811-ykpiorgo 257 3 in in IN cord-301811-ykpiorgo 257 4 complex complex JJ cord-301811-ykpiorgo 257 5 heterogeneous heterogeneous JJ cord-301811-ykpiorgo 257 6 networks network NNS cord-301811-ykpiorgo 258 1 Transmission transmission NN cord-301811-ykpiorgo 258 2 of of IN cord-301811-ykpiorgo 258 3 2019-nCoV 2019-ncov CD cord-301811-ykpiorgo 258 4 infection infection NN cord-301811-ykpiorgo 258 5 from from IN cord-301811-ykpiorgo 258 6 an an DT cord-301811-ykpiorgo 258 7 asymptomatic asymptomatic JJ cord-301811-ykpiorgo 258 8 contact contact NN cord-301811-ykpiorgo 258 9 in in IN cord-301811-ykpiorgo 258 10 Germany Germany NNP cord-301811-ykpiorgo 258 11 Software Software NNP cord-301811-ykpiorgo 258 12 : : : cord-301811-ykpiorgo 259 1 Takuma Takuma NNP cord-301811-ykpiorgo 259 2 Tanaka Tanaka NNP cord-301811-ykpiorgo 259 3 . . . cord-301811-ykpiorgo 260 1 Visualization visualization NN cord-301811-ykpiorgo 260 2 : : : cord-301811-ykpiorgo 261 1 Takuma Takuma NNP cord-301811-ykpiorgo 261 2 Tanaka Tanaka NNP cord-301811-ykpiorgo 261 3 . . . cord-301811-ykpiorgo 262 1 Writing write VBG cord-301811-ykpiorgo 262 2 -review -review : cord-301811-ykpiorgo 262 3 & & CC cord-301811-ykpiorgo 262 4 editing editing NN cord-301811-ykpiorgo 262 5 : : : cord-301811-ykpiorgo 262 6 Takuma Takuma NNP cord-301811-ykpiorgo 262 7 Tanaka Tanaka NNP cord-301811-ykpiorgo 262 8 , , , cord-301811-ykpiorgo 262 9 Takayuki Takayuki NNP cord-301811-ykpiorgo 262 10 Yamaguchi Yamaguchi NNP cord-301811-ykpiorgo 262 11 , , , cord-301811-ykpiorgo 262 12 Yohei Yohei NNP cord-301811-ykpiorgo 262 13 Sakamoto Sakamoto NNP cord-301811-ykpiorgo 262 14 . . .