id sid tid token lemma pos cord-296229-pkwxlydz 1 1 key key JJ cord-296229-pkwxlydz 1 2 : : : cord-296229-pkwxlydz 1 3 cord-296229-pkwxlydz cord-296229-pkwxlydz CD cord-296229-pkwxlydz 1 4 authors author NNS cord-296229-pkwxlydz 1 5 : : : cord-296229-pkwxlydz 1 6 Liu Liu NNP cord-296229-pkwxlydz 1 7 , , , cord-296229-pkwxlydz 1 8 Yang Yang NNP cord-296229-pkwxlydz 1 9 ; ; : cord-296229-pkwxlydz 1 10 Funk Funk NNP cord-296229-pkwxlydz 1 11 , , , cord-296229-pkwxlydz 1 12 Sebastian Sebastian NNP cord-296229-pkwxlydz 1 13 ; ; : cord-296229-pkwxlydz 1 14 Flasche Flasche NNP cord-296229-pkwxlydz 1 15 , , , cord-296229-pkwxlydz 1 16 Stefan Stefan NNP cord-296229-pkwxlydz 1 17 title title NN cord-296229-pkwxlydz 1 18 : : : cord-296229-pkwxlydz 1 19 The the DT cord-296229-pkwxlydz 1 20 contribution contribution NN cord-296229-pkwxlydz 1 21 of of IN cord-296229-pkwxlydz 1 22 pre pre JJ cord-296229-pkwxlydz 1 23 - - JJ cord-296229-pkwxlydz 1 24 symptomatic symptomatic JJ cord-296229-pkwxlydz 1 25 infection infection NN cord-296229-pkwxlydz 1 26 to to IN cord-296229-pkwxlydz 1 27 the the DT cord-296229-pkwxlydz 1 28 transmission transmission NN cord-296229-pkwxlydz 1 29 dynamics dynamic NNS cord-296229-pkwxlydz 1 30 of of IN cord-296229-pkwxlydz 1 31 COVID-2019 COVID-2019 NNP cord-296229-pkwxlydz 1 32 date date NN cord-296229-pkwxlydz 1 33 : : : cord-296229-pkwxlydz 1 34 2020 2020 CD cord-296229-pkwxlydz 1 35 - - HYPH cord-296229-pkwxlydz 1 36 04 04 CD cord-296229-pkwxlydz 1 37 - - HYPH cord-296229-pkwxlydz 1 38 01 01 CD cord-296229-pkwxlydz 1 39 journal journal NN cord-296229-pkwxlydz 1 40 : : : cord-296229-pkwxlydz 1 41 Wellcome Wellcome NNP cord-296229-pkwxlydz 1 42 Open open JJ cord-296229-pkwxlydz 1 43 Res res NN cord-296229-pkwxlydz 1 44 DOI doi NN cord-296229-pkwxlydz 1 45 : : : cord-296229-pkwxlydz 1 46 10.12688 10.12688 CD cord-296229-pkwxlydz 1 47 / / , cord-296229-pkwxlydz 1 48 wellcomeopenres.15788.1 wellcomeopenres.15788.1 NNP cord-296229-pkwxlydz 1 49 sha sha NNP cord-296229-pkwxlydz 1 50 : : : cord-296229-pkwxlydz 1 51 bd28ce4a069e119b0aa3fd66d9d55b12ae1aeeb1 bd28ce4a069e119b0aa3fd66d9d55b12ae1aeeb1 NNP cord-296229-pkwxlydz 1 52 doc_id doc_id CD cord-296229-pkwxlydz 1 53 : : : cord-296229-pkwxlydz 1 54 296229 296229 CD cord-296229-pkwxlydz 1 55 cord_uid cord_uid NNS cord-296229-pkwxlydz 1 56 : : : cord-296229-pkwxlydz 2 1 pkwxlydz pkwxlydz NNP cord-296229-pkwxlydz 2 2 Background Background NNP cord-296229-pkwxlydz 2 3 : : : cord-296229-pkwxlydz 3 1 Pre pre JJ cord-296229-pkwxlydz 3 2 - - JJ cord-296229-pkwxlydz 3 3 symptomatic symptomatic JJ cord-296229-pkwxlydz 3 4 transmission transmission NN cord-296229-pkwxlydz 3 5 can can MD cord-296229-pkwxlydz 3 6 be be VB cord-296229-pkwxlydz 3 7 a a DT cord-296229-pkwxlydz 3 8 key key JJ cord-296229-pkwxlydz 3 9 determinant determinant NN cord-296229-pkwxlydz 3 10 of of IN cord-296229-pkwxlydz 3 11 the the DT cord-296229-pkwxlydz 3 12 effectiveness effectiveness NN cord-296229-pkwxlydz 3 13 of of IN cord-296229-pkwxlydz 3 14 containment containment NN cord-296229-pkwxlydz 3 15 and and CC cord-296229-pkwxlydz 3 16 mitigation mitigation NN cord-296229-pkwxlydz 3 17 strategies strategy NNS cord-296229-pkwxlydz 3 18 for for IN cord-296229-pkwxlydz 3 19 infectious infectious JJ cord-296229-pkwxlydz 3 20 diseases disease NNS cord-296229-pkwxlydz 3 21 , , , cord-296229-pkwxlydz 3 22 particularly particularly RB cord-296229-pkwxlydz 3 23 if if IN cord-296229-pkwxlydz 3 24 interventions intervention NNS cord-296229-pkwxlydz 3 25 rely rely VBP cord-296229-pkwxlydz 3 26 on on IN cord-296229-pkwxlydz 3 27 syndromic syndromic NNP cord-296229-pkwxlydz 3 28 case case NN cord-296229-pkwxlydz 3 29 finding finding NN cord-296229-pkwxlydz 3 30 . . . cord-296229-pkwxlydz 4 1 For for IN cord-296229-pkwxlydz 4 2 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 4 3 , , , cord-296229-pkwxlydz 4 4 infections infection NNS cord-296229-pkwxlydz 4 5 in in IN cord-296229-pkwxlydz 4 6 the the DT cord-296229-pkwxlydz 4 7 absence absence NN cord-296229-pkwxlydz 4 8 of of IN cord-296229-pkwxlydz 4 9 apparent apparent JJ cord-296229-pkwxlydz 4 10 symptoms symptom NNS cord-296229-pkwxlydz 4 11 have have VBP cord-296229-pkwxlydz 4 12 been be VBN cord-296229-pkwxlydz 4 13 reported report VBN cord-296229-pkwxlydz 4 14 frequently frequently RB cord-296229-pkwxlydz 4 15 alongside alongside IN cord-296229-pkwxlydz 4 16 circumstantial circumstantial JJ cord-296229-pkwxlydz 4 17 evidence evidence NN cord-296229-pkwxlydz 4 18 for for IN cord-296229-pkwxlydz 4 19 asymptomatic asymptomatic JJ cord-296229-pkwxlydz 4 20 or or CC cord-296229-pkwxlydz 4 21 pre pre JJ cord-296229-pkwxlydz 4 22 - - JJ cord-296229-pkwxlydz 4 23 symptomatic symptomatic JJ cord-296229-pkwxlydz 4 24 transmission transmission NN cord-296229-pkwxlydz 4 25 . . . cord-296229-pkwxlydz 5 1 We -PRON- PRP cord-296229-pkwxlydz 5 2 estimated estimate VBD cord-296229-pkwxlydz 5 3 the the DT cord-296229-pkwxlydz 5 4 potential potential JJ cord-296229-pkwxlydz 5 5 contribution contribution NN cord-296229-pkwxlydz 5 6 of of IN cord-296229-pkwxlydz 5 7 pre pre JJ cord-296229-pkwxlydz 5 8 - - JJ cord-296229-pkwxlydz 5 9 symptomatic symptomatic JJ cord-296229-pkwxlydz 5 10 cases case NNS cord-296229-pkwxlydz 5 11 to to IN cord-296229-pkwxlydz 5 12 COVID-19 covid-19 VB cord-296229-pkwxlydz 5 13 transmission transmission NN cord-296229-pkwxlydz 5 14 . . . cord-296229-pkwxlydz 6 1 Methods method NNS cord-296229-pkwxlydz 7 1 : : : cord-296229-pkwxlydz 7 2 Using use VBG cord-296229-pkwxlydz 7 3 the the DT cord-296229-pkwxlydz 7 4 probability probability NN cord-296229-pkwxlydz 7 5 for for IN cord-296229-pkwxlydz 7 6 symptom symptom NN cord-296229-pkwxlydz 7 7 onset onset NN cord-296229-pkwxlydz 7 8 on on IN cord-296229-pkwxlydz 7 9 a a DT cord-296229-pkwxlydz 7 10 given give VBN cord-296229-pkwxlydz 7 11 day day NN cord-296229-pkwxlydz 7 12 inferred infer VBN cord-296229-pkwxlydz 7 13 from from IN cord-296229-pkwxlydz 7 14 the the DT cord-296229-pkwxlydz 7 15 incubation incubation NN cord-296229-pkwxlydz 7 16 period period NN cord-296229-pkwxlydz 7 17 , , , cord-296229-pkwxlydz 7 18 we -PRON- PRP cord-296229-pkwxlydz 7 19 attributed attribute VBD cord-296229-pkwxlydz 7 20 the the DT cord-296229-pkwxlydz 7 21 serial serial JJ cord-296229-pkwxlydz 7 22 interval interval NN cord-296229-pkwxlydz 7 23 reported report VBN cord-296229-pkwxlydz 7 24 from from IN cord-296229-pkwxlydz 7 25 Shenzen Shenzen NNP cord-296229-pkwxlydz 7 26 , , , cord-296229-pkwxlydz 7 27 China China NNP cord-296229-pkwxlydz 7 28 , , , cord-296229-pkwxlydz 7 29 into into IN cord-296229-pkwxlydz 7 30 likely likely JJ cord-296229-pkwxlydz 7 31 pre pre JJ cord-296229-pkwxlydz 7 32 - - JJ cord-296229-pkwxlydz 7 33 symptomatic symptomatic JJ cord-296229-pkwxlydz 7 34 and and CC cord-296229-pkwxlydz 7 35 symptomatic symptomatic JJ cord-296229-pkwxlydz 7 36 transmission transmission NN cord-296229-pkwxlydz 7 37 . . . cord-296229-pkwxlydz 8 1 We -PRON- PRP cord-296229-pkwxlydz 8 2 used use VBD cord-296229-pkwxlydz 8 3 the the DT cord-296229-pkwxlydz 8 4 serial serial JJ cord-296229-pkwxlydz 8 5 interval interval NN cord-296229-pkwxlydz 8 6 derived derive VBN cord-296229-pkwxlydz 8 7 for for IN cord-296229-pkwxlydz 8 8 cases case NNS cord-296229-pkwxlydz 8 9 isolated isolate VBN cord-296229-pkwxlydz 8 10 more more JJR cord-296229-pkwxlydz 8 11 than than IN cord-296229-pkwxlydz 8 12 6 6 CD cord-296229-pkwxlydz 8 13 days day NNS cord-296229-pkwxlydz 8 14 after after IN cord-296229-pkwxlydz 8 15 symptom symptom NN cord-296229-pkwxlydz 8 16 onset onset NN cord-296229-pkwxlydz 8 17 as as IN cord-296229-pkwxlydz 8 18 the the DT cord-296229-pkwxlydz 8 19 no no DT cord-296229-pkwxlydz 8 20 active active JJ cord-296229-pkwxlydz 8 21 case case NN cord-296229-pkwxlydz 8 22 finding find VBG cord-296229-pkwxlydz 8 23 scenario scenario NN cord-296229-pkwxlydz 8 24 and and CC cord-296229-pkwxlydz 8 25 the the DT cord-296229-pkwxlydz 8 26 unrestricted unrestricted JJ cord-296229-pkwxlydz 8 27 serial serial JJ cord-296229-pkwxlydz 8 28 interval interval NN cord-296229-pkwxlydz 8 29 as as IN cord-296229-pkwxlydz 8 30 the the DT cord-296229-pkwxlydz 8 31 active active JJ cord-296229-pkwxlydz 8 32 case case NN cord-296229-pkwxlydz 8 33 finding finding NN cord-296229-pkwxlydz 8 34 scenario scenario NN cord-296229-pkwxlydz 8 35 . . . cord-296229-pkwxlydz 9 1 We -PRON- PRP cord-296229-pkwxlydz 9 2 reported report VBD cord-296229-pkwxlydz 9 3 the the DT cord-296229-pkwxlydz 9 4 estimate estimate NN cord-296229-pkwxlydz 9 5 assuming assume VBG cord-296229-pkwxlydz 9 6 no no DT cord-296229-pkwxlydz 9 7 correlation correlation NN cord-296229-pkwxlydz 9 8 between between IN cord-296229-pkwxlydz 9 9 the the DT cord-296229-pkwxlydz 9 10 incubation incubation NN cord-296229-pkwxlydz 9 11 period period NN cord-296229-pkwxlydz 9 12 and and CC cord-296229-pkwxlydz 9 13 the the DT cord-296229-pkwxlydz 9 14 serial serial JJ cord-296229-pkwxlydz 9 15 interval interval NN cord-296229-pkwxlydz 9 16 alongside alongside IN cord-296229-pkwxlydz 9 17 a a DT cord-296229-pkwxlydz 9 18 range range NN cord-296229-pkwxlydz 9 19 indicating indicate VBG cord-296229-pkwxlydz 9 20 alternative alternative JJ cord-296229-pkwxlydz 9 21 assumptions assumption NNS cord-296229-pkwxlydz 9 22 of of IN cord-296229-pkwxlydz 9 23 positive positive JJ cord-296229-pkwxlydz 9 24 and and CC cord-296229-pkwxlydz 9 25 negative negative JJ cord-296229-pkwxlydz 9 26 correlation correlation NN cord-296229-pkwxlydz 9 27 . . . cord-296229-pkwxlydz 10 1 Results result NNS cord-296229-pkwxlydz 10 2 : : : cord-296229-pkwxlydz 11 1 We -PRON- PRP cord-296229-pkwxlydz 11 2 estimated estimate VBD cord-296229-pkwxlydz 11 3 that that IN cord-296229-pkwxlydz 11 4 23 23 CD cord-296229-pkwxlydz 11 5 % % NN cord-296229-pkwxlydz 11 6 ( ( -LRB- cord-296229-pkwxlydz 11 7 range range NN cord-296229-pkwxlydz 11 8 accounting accounting NN cord-296229-pkwxlydz 11 9 for for IN cord-296229-pkwxlydz 11 10 correlation correlation NN cord-296229-pkwxlydz 11 11 : : : cord-296229-pkwxlydz 11 12 12 12 CD cord-296229-pkwxlydz 11 13 – – : cord-296229-pkwxlydz 11 14 28 28 CD cord-296229-pkwxlydz 11 15 % % NN cord-296229-pkwxlydz 11 16 ) ) -RRB- cord-296229-pkwxlydz 11 17 of of IN cord-296229-pkwxlydz 11 18 transmissions transmission NNS cord-296229-pkwxlydz 11 19 in in IN cord-296229-pkwxlydz 11 20 Shenzen Shenzen NNP cord-296229-pkwxlydz 11 21 may may MD cord-296229-pkwxlydz 11 22 have have VB cord-296229-pkwxlydz 11 23 originated originate VBN cord-296229-pkwxlydz 11 24 from from IN cord-296229-pkwxlydz 11 25 pre pre JJ cord-296229-pkwxlydz 11 26 - - JJ cord-296229-pkwxlydz 11 27 symptomatic symptomatic JJ cord-296229-pkwxlydz 11 28 infections infection NNS cord-296229-pkwxlydz 11 29 . . . cord-296229-pkwxlydz 12 1 Through through IN cord-296229-pkwxlydz 12 2 accelerated accelerated JJ cord-296229-pkwxlydz 12 3 case case NN cord-296229-pkwxlydz 12 4 isolation isolation NN cord-296229-pkwxlydz 12 5 following follow VBG cord-296229-pkwxlydz 12 6 symptom symptom NN cord-296229-pkwxlydz 12 7 onset onset NN cord-296229-pkwxlydz 12 8 , , , cord-296229-pkwxlydz 12 9 this this DT cord-296229-pkwxlydz 12 10 percentage percentage NN cord-296229-pkwxlydz 12 11 increased increase VBD cord-296229-pkwxlydz 12 12 to to IN cord-296229-pkwxlydz 12 13 46 46 CD cord-296229-pkwxlydz 12 14 % % NN cord-296229-pkwxlydz 12 15 ( ( -LRB- cord-296229-pkwxlydz 12 16 21 21 CD cord-296229-pkwxlydz 12 17 – – : cord-296229-pkwxlydz 12 18 46 46 CD cord-296229-pkwxlydz 12 19 % % NN cord-296229-pkwxlydz 12 20 ) ) -RRB- cord-296229-pkwxlydz 12 21 , , , cord-296229-pkwxlydz 12 22 implying imply VBG cord-296229-pkwxlydz 12 23 that that IN cord-296229-pkwxlydz 12 24 about about IN cord-296229-pkwxlydz 12 25 35 35 CD cord-296229-pkwxlydz 12 26 % % NN cord-296229-pkwxlydz 12 27 of of IN cord-296229-pkwxlydz 12 28 secondary secondary JJ cord-296229-pkwxlydz 12 29 infections infection NNS cord-296229-pkwxlydz 12 30 among among IN cord-296229-pkwxlydz 12 31 symptomatic symptomatic JJ cord-296229-pkwxlydz 12 32 cases case NNS cord-296229-pkwxlydz 12 33 have have VBP cord-296229-pkwxlydz 12 34 been be VBN cord-296229-pkwxlydz 12 35 prevented prevent VBN cord-296229-pkwxlydz 12 36 . . . cord-296229-pkwxlydz 13 1 These these DT cord-296229-pkwxlydz 13 2 results result NNS cord-296229-pkwxlydz 13 3 were be VBD cord-296229-pkwxlydz 13 4 robust robust JJ cord-296229-pkwxlydz 13 5 to to IN cord-296229-pkwxlydz 13 6 using use VBG cord-296229-pkwxlydz 13 7 reported report VBN cord-296229-pkwxlydz 13 8 incubation incubation NN cord-296229-pkwxlydz 13 9 periods period NNS cord-296229-pkwxlydz 13 10 and and CC cord-296229-pkwxlydz 13 11 serial serial JJ cord-296229-pkwxlydz 13 12 intervals interval NNS cord-296229-pkwxlydz 13 13 from from IN cord-296229-pkwxlydz 13 14 other other JJ cord-296229-pkwxlydz 13 15 settings setting NNS cord-296229-pkwxlydz 13 16 . . . cord-296229-pkwxlydz 14 1 Conclusions conclusion NNS cord-296229-pkwxlydz 14 2 : : : cord-296229-pkwxlydz 15 1 Pre pre JJ cord-296229-pkwxlydz 15 2 - - JJ cord-296229-pkwxlydz 15 3 symptomatic symptomatic JJ cord-296229-pkwxlydz 15 4 transmission transmission NN cord-296229-pkwxlydz 15 5 may may MD cord-296229-pkwxlydz 15 6 be be VB cord-296229-pkwxlydz 15 7 essential essential JJ cord-296229-pkwxlydz 15 8 to to TO cord-296229-pkwxlydz 15 9 consider consider VB cord-296229-pkwxlydz 15 10 for for IN cord-296229-pkwxlydz 15 11 containment containment NN cord-296229-pkwxlydz 15 12 and and CC cord-296229-pkwxlydz 15 13 mitigation mitigation NN cord-296229-pkwxlydz 15 14 strategies strategy NNS cord-296229-pkwxlydz 15 15 for for IN cord-296229-pkwxlydz 15 16 COVID-19 covid-19 NN cord-296229-pkwxlydz 15 17 . . . cord-296229-pkwxlydz 16 1 Since since IN cord-296229-pkwxlydz 16 2 its -PRON- PRP$ cord-296229-pkwxlydz 16 3 emergence emergence NN cord-296229-pkwxlydz 16 4 in in IN cord-296229-pkwxlydz 16 5 early early JJ cord-296229-pkwxlydz 16 6 December December NNP cord-296229-pkwxlydz 16 7 2019 2019 CD cord-296229-pkwxlydz 16 8 , , , cord-296229-pkwxlydz 16 9 SARS SARS NNP cord-296229-pkwxlydz 16 10 - - HYPH cord-296229-pkwxlydz 16 11 CoV-2 CoV-2 NNP cord-296229-pkwxlydz 16 12 has have VBZ cord-296229-pkwxlydz 16 13 spread spread VBN cord-296229-pkwxlydz 16 14 rapidly rapidly RB cord-296229-pkwxlydz 16 15 despite despite IN cord-296229-pkwxlydz 16 16 multiple multiple JJ cord-296229-pkwxlydz 16 17 layers layer NNS cord-296229-pkwxlydz 16 18 of of IN cord-296229-pkwxlydz 16 19 interventions intervention NNS cord-296229-pkwxlydz 16 20 designed design VBN cord-296229-pkwxlydz 16 21 to to TO cord-296229-pkwxlydz 16 22 prevent prevent VB cord-296229-pkwxlydz 16 23 a a DT cord-296229-pkwxlydz 16 24 pandemic pandemic NN cord-296229-pkwxlydz 16 25 1 1 CD cord-296229-pkwxlydz 16 26 . . . cord-296229-pkwxlydz 17 1 In in IN cord-296229-pkwxlydz 17 2 less less JJR cord-296229-pkwxlydz 17 3 than than IN cord-296229-pkwxlydz 17 4 two two CD cord-296229-pkwxlydz 17 5 months month NNS cord-296229-pkwxlydz 17 6 the the DT cord-296229-pkwxlydz 17 7 COVID-19 covid-19 JJ cord-296229-pkwxlydz 17 8 outbreak outbreak NN cord-296229-pkwxlydz 17 9 progressed progress VBD cord-296229-pkwxlydz 17 10 from from IN cord-296229-pkwxlydz 17 11 fewer few JJR cord-296229-pkwxlydz 17 12 than than IN cord-296229-pkwxlydz 17 13 300 300 CD cord-296229-pkwxlydz 17 14 cases case NNS cord-296229-pkwxlydz 17 15 across across IN cord-296229-pkwxlydz 17 16 four four CD cord-296229-pkwxlydz 17 17 countries country NNS cord-296229-pkwxlydz 17 18 to to IN cord-296229-pkwxlydz 17 19 more more JJR cord-296229-pkwxlydz 17 20 than than IN cord-296229-pkwxlydz 17 21 100,000 100,000 CD cord-296229-pkwxlydz 17 22 cases case NNS cord-296229-pkwxlydz 17 23 in in IN cord-296229-pkwxlydz 17 24 over over IN cord-296229-pkwxlydz 17 25 100 100 CD cord-296229-pkwxlydz 17 26 countries country NNS cord-296229-pkwxlydz 17 27 2,3 2,3 CD cord-296229-pkwxlydz 17 28 . . . cord-296229-pkwxlydz 18 1 COVID-19 covid-19 JJ cord-296229-pkwxlydz 18 2 infection infection NN cord-296229-pkwxlydz 18 3 in in IN cord-296229-pkwxlydz 18 4 the the DT cord-296229-pkwxlydz 18 5 absence absence NN cord-296229-pkwxlydz 18 6 of of IN cord-296229-pkwxlydz 18 7 clinical clinical JJ cord-296229-pkwxlydz 18 8 symptoms symptom NNS cord-296229-pkwxlydz 18 9 has have VBZ cord-296229-pkwxlydz 18 10 been be VBN cord-296229-pkwxlydz 18 11 frequently frequently RB cord-296229-pkwxlydz 18 12 described describe VBN cord-296229-pkwxlydz 18 13 [ [ -LRB- cord-296229-pkwxlydz 18 14 4 4 CD cord-296229-pkwxlydz 18 15 ] ] -RRB- cord-296229-pkwxlydz 18 16 [ [ -LRB- cord-296229-pkwxlydz 18 17 5 5 CD cord-296229-pkwxlydz 18 18 ] ] -RRB- cord-296229-pkwxlydz 19 1 [ [ -LRB- cord-296229-pkwxlydz 19 2 6 6 CD cord-296229-pkwxlydz 19 3 ] ] -RRB- cord-296229-pkwxlydz 19 4 [ [ -LRB- cord-296229-pkwxlydz 19 5 7 7 CD cord-296229-pkwxlydz 19 6 ] ] -RRB- cord-296229-pkwxlydz 19 7 alongside alongside IN cord-296229-pkwxlydz 19 8 anecdotal anecdotal JJ cord-296229-pkwxlydz 19 9 evidence evidence NN cord-296229-pkwxlydz 19 10 for for IN cord-296229-pkwxlydz 19 11 potential potential JJ cord-296229-pkwxlydz 19 12 asymptomatic asymptomatic JJ cord-296229-pkwxlydz 19 13 or or CC cord-296229-pkwxlydz 19 14 pre pre JJ cord-296229-pkwxlydz 19 15 - - JJ cord-296229-pkwxlydz 19 16 symptomatic symptomatic JJ cord-296229-pkwxlydz 19 17 transmission transmission NN cord-296229-pkwxlydz 19 18 or or CC cord-296229-pkwxlydz 19 19 transmission transmission NN cord-296229-pkwxlydz 19 20 while while IN cord-296229-pkwxlydz 19 21 symptoms symptom NNS cord-296229-pkwxlydz 19 22 were be VBD cord-296229-pkwxlydz 19 23 suppressed suppress VBN cord-296229-pkwxlydz 19 24 by by IN cord-296229-pkwxlydz 19 25 fever fever NN cord-296229-pkwxlydz 19 26 - - HYPH cord-296229-pkwxlydz 19 27 reducing reduce VBG cord-296229-pkwxlydz 19 28 and and CC cord-296229-pkwxlydz 19 29 prescription prescription NN cord-296229-pkwxlydz 19 30 - - HYPH cord-296229-pkwxlydz 19 31 free free JJ cord-296229-pkwxlydz 19 32 medication medication NN cord-296229-pkwxlydz 19 33 [ [ -LRB- cord-296229-pkwxlydz 19 34 8 8 CD cord-296229-pkwxlydz 19 35 ] ] -RRB- cord-296229-pkwxlydz 19 36 [ [ -LRB- cord-296229-pkwxlydz 19 37 9 9 CD cord-296229-pkwxlydz 19 38 ] ] -RRB- cord-296229-pkwxlydz 19 39 [ [ -LRB- cord-296229-pkwxlydz 19 40 10 10 CD cord-296229-pkwxlydz 19 41 ] ] -RRB- cord-296229-pkwxlydz 19 42 [ [ -LRB- cord-296229-pkwxlydz 19 43 11 11 CD cord-296229-pkwxlydz 19 44 ] ] -RRB- cord-296229-pkwxlydz 19 45 . . . cord-296229-pkwxlydz 20 1 In in IN cord-296229-pkwxlydz 20 2 combination combination NN cord-296229-pkwxlydz 20 3 with with IN cord-296229-pkwxlydz 20 4 highly highly RB cord-296229-pkwxlydz 20 5 non non JJ cord-296229-pkwxlydz 20 6 - - JJ cord-296229-pkwxlydz 20 7 specific specific JJ cord-296229-pkwxlydz 20 8 and and CC cord-296229-pkwxlydz 20 9 generally generally RB cord-296229-pkwxlydz 20 10 mild mild JJ cord-296229-pkwxlydz 20 11 symptoms symptom NNS cord-296229-pkwxlydz 20 12 in in IN cord-296229-pkwxlydz 20 13 most most JJS cord-296229-pkwxlydz 20 14 cases case NNS cord-296229-pkwxlydz 20 15 12 12 CD cord-296229-pkwxlydz 20 16 , , , cord-296229-pkwxlydz 20 17 pre pre JJ cord-296229-pkwxlydz 20 18 - - JJ cord-296229-pkwxlydz 20 19 symptomatic symptomatic JJ cord-296229-pkwxlydz 20 20 transmission transmission NN cord-296229-pkwxlydz 20 21 of of IN cord-296229-pkwxlydz 20 22 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 20 23 would would MD cord-296229-pkwxlydz 20 24 substantially substantially RB cord-296229-pkwxlydz 20 25 hinder hinder VB cord-296229-pkwxlydz 20 26 control control NN cord-296229-pkwxlydz 20 27 and and CC cord-296229-pkwxlydz 20 28 mitigation mitigation NN cord-296229-pkwxlydz 20 29 efforts effort NNS cord-296229-pkwxlydz 20 30 , , , cord-296229-pkwxlydz 20 31 which which WDT cord-296229-pkwxlydz 20 32 typically typically RB cord-296229-pkwxlydz 20 33 focus focus VBP cord-296229-pkwxlydz 20 34 on on IN cord-296229-pkwxlydz 20 35 rapid rapid JJ cord-296229-pkwxlydz 20 36 syndromic syndromic JJ cord-296229-pkwxlydz 20 37 identification identification NN cord-296229-pkwxlydz 20 38 and and CC cord-296229-pkwxlydz 20 39 isolation isolation NN cord-296229-pkwxlydz 20 40 of of IN cord-296229-pkwxlydz 20 41 cases case NNS cord-296229-pkwxlydz 20 42 13,14 13,14 CD cord-296229-pkwxlydz 20 43 . . . cord-296229-pkwxlydz 21 1 We -PRON- PRP cord-296229-pkwxlydz 21 2 thus thus RB cord-296229-pkwxlydz 21 3 estimated estimate VBD cord-296229-pkwxlydz 21 4 the the DT cord-296229-pkwxlydz 21 5 possible possible JJ cord-296229-pkwxlydz 21 6 extent extent NN cord-296229-pkwxlydz 21 7 of of IN cord-296229-pkwxlydz 21 8 pre pre JJ cord-296229-pkwxlydz 21 9 - - JJ cord-296229-pkwxlydz 21 10 symptomatic symptomatic JJ cord-296229-pkwxlydz 21 11 transmission transmission NN cord-296229-pkwxlydz 21 12 to to TO cord-296229-pkwxlydz 21 13 help help VB cord-296229-pkwxlydz 21 14 inform inform VB cord-296229-pkwxlydz 21 15 infection infection NN cord-296229-pkwxlydz 21 16 control control NN cord-296229-pkwxlydz 21 17 and and CC cord-296229-pkwxlydz 21 18 mitigation mitigation NN cord-296229-pkwxlydz 21 19 plans plan NNS cord-296229-pkwxlydz 21 20 . . . cord-296229-pkwxlydz 22 1 Multiple multiple JJ cord-296229-pkwxlydz 22 2 estimates estimate NNS cord-296229-pkwxlydz 22 3 for for IN cord-296229-pkwxlydz 22 4 the the DT cord-296229-pkwxlydz 22 5 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 22 6 incubation incubation NN cord-296229-pkwxlydz 22 7 period period NN cord-296229-pkwxlydz 22 8 and and CC cord-296229-pkwxlydz 22 9 serial serial JJ cord-296229-pkwxlydz 22 10 interval interval NN cord-296229-pkwxlydz 22 11 have have VBP cord-296229-pkwxlydz 22 12 been be VBN cord-296229-pkwxlydz 22 13 reported report VBN cord-296229-pkwxlydz 22 14 to to IN cord-296229-pkwxlydz 22 15 date date NN cord-296229-pkwxlydz 22 16 . . . cord-296229-pkwxlydz 23 1 While while IN cord-296229-pkwxlydz 23 2 estimates estimate NNS cord-296229-pkwxlydz 23 3 for for IN cord-296229-pkwxlydz 23 4 the the DT cord-296229-pkwxlydz 23 5 incubation incubation NN cord-296229-pkwxlydz 23 6 period period NN cord-296229-pkwxlydz 23 7 are be VBP cord-296229-pkwxlydz 23 8 relatively relatively RB cord-296229-pkwxlydz 23 9 similar similar JJ cord-296229-pkwxlydz 23 10 , , , cord-296229-pkwxlydz 23 11 the the DT cord-296229-pkwxlydz 23 12 serial serial JJ cord-296229-pkwxlydz 23 13 interval interval NN cord-296229-pkwxlydz 23 14 is be VBZ cord-296229-pkwxlydz 23 15 dependent dependent JJ cord-296229-pkwxlydz 23 16 on on IN cord-296229-pkwxlydz 23 17 the the DT cord-296229-pkwxlydz 23 18 local local JJ cord-296229-pkwxlydz 23 19 context context NN cord-296229-pkwxlydz 23 20 , , , cord-296229-pkwxlydz 23 21 in in IN cord-296229-pkwxlydz 23 22 particular particular JJ cord-296229-pkwxlydz 23 23 local local JJ cord-296229-pkwxlydz 23 24 contact contact NN cord-296229-pkwxlydz 23 25 patterns pattern NNS cord-296229-pkwxlydz 23 26 and and CC cord-296229-pkwxlydz 23 27 the the DT cord-296229-pkwxlydz 23 28 presence presence NN cord-296229-pkwxlydz 23 29 of of IN cord-296229-pkwxlydz 23 30 interventions intervention NNS cord-296229-pkwxlydz 23 31 , , , cord-296229-pkwxlydz 23 32 active active JJ cord-296229-pkwxlydz 23 33 case case NN cord-296229-pkwxlydz 23 34 finding find VBG cord-296229-pkwxlydz 23 35 with with IN cord-296229-pkwxlydz 23 36 subsequent subsequent JJ cord-296229-pkwxlydz 23 37 isolation isolation NN cord-296229-pkwxlydz 23 38 , , , cord-296229-pkwxlydz 23 39 in in IN cord-296229-pkwxlydz 23 40 particular particular JJ cord-296229-pkwxlydz 23 41 , , , cord-296229-pkwxlydz 23 42 that that DT cord-296229-pkwxlydz 23 43 may may MD cord-296229-pkwxlydz 23 44 right right RB cord-296229-pkwxlydz 23 45 - - HYPH cord-296229-pkwxlydz 23 46 censor censor VB cord-296229-pkwxlydz 23 47 the the DT cord-296229-pkwxlydz 23 48 serial serial JJ cord-296229-pkwxlydz 23 49 interval interval NN cord-296229-pkwxlydz 23 50 . . . cord-296229-pkwxlydz 24 1 As as IN cord-296229-pkwxlydz 24 2 our -PRON- PRP$ cord-296229-pkwxlydz 24 3 base base NN cord-296229-pkwxlydz 24 4 case case NN cord-296229-pkwxlydz 24 5 , , , cord-296229-pkwxlydz 24 6 we -PRON- PRP cord-296229-pkwxlydz 24 7 used use VBD cord-296229-pkwxlydz 24 8 the the DT cord-296229-pkwxlydz 24 9 estimates estimate NNS cord-296229-pkwxlydz 24 10 provided provide VBN cord-296229-pkwxlydz 24 11 by by IN cord-296229-pkwxlydz 24 12 Bi Bi NNP cord-296229-pkwxlydz 24 13 et et NNP cord-296229-pkwxlydz 24 14 al al NNP cord-296229-pkwxlydz 24 15 . . . cord-296229-pkwxlydz 25 1 derived derive VBN cord-296229-pkwxlydz 25 2 from from IN cord-296229-pkwxlydz 25 3 391 391 CD cord-296229-pkwxlydz 25 4 cases case NNS cord-296229-pkwxlydz 25 5 and and CC cord-296229-pkwxlydz 25 6 their -PRON- PRP$ cord-296229-pkwxlydz 25 7 1286 1286 CD cord-296229-pkwxlydz 25 8 contacts contact NNS cord-296229-pkwxlydz 25 9 as as IN cord-296229-pkwxlydz 25 10 identified identify VBN cord-296229-pkwxlydz 25 11 by by IN cord-296229-pkwxlydz 25 12 the the DT cord-296229-pkwxlydz 25 13 Shenzen Shenzen NNP cord-296229-pkwxlydz 25 14 Centre Centre NNP cord-296229-pkwxlydz 25 15 for for IN cord-296229-pkwxlydz 25 16 Disease Disease NNP cord-296229-pkwxlydz 25 17 Control Control NNP cord-296229-pkwxlydz 25 18 15 15 CD cord-296229-pkwxlydz 25 19 . . . cord-296229-pkwxlydz 26 1 This this DT cord-296229-pkwxlydz 26 2 study study NN cord-296229-pkwxlydz 26 3 currently currently RB cord-296229-pkwxlydz 26 4 includes include VBZ cord-296229-pkwxlydz 26 5 the the DT cord-296229-pkwxlydz 26 6 most most RBS cord-296229-pkwxlydz 26 7 extensive extensive JJ cord-296229-pkwxlydz 26 8 investigation investigation NN cord-296229-pkwxlydz 26 9 of of IN cord-296229-pkwxlydz 26 10 the the DT cord-296229-pkwxlydz 26 11 infector infector NN cord-296229-pkwxlydz 26 12 - - HYPH cord-296229-pkwxlydz 26 13 infectee infectee NN cord-296229-pkwxlydz 26 14 transmission transmission NN cord-296229-pkwxlydz 26 15 dynamics dynamic NNS cord-296229-pkwxlydz 26 16 in in IN cord-296229-pkwxlydz 26 17 a a DT cord-296229-pkwxlydz 26 18 single single JJ cord-296229-pkwxlydz 26 19 setting setting NN cord-296229-pkwxlydz 26 20 . . . cord-296229-pkwxlydz 27 1 The the DT cord-296229-pkwxlydz 27 2 probability probability NN cord-296229-pkwxlydz 27 3 of of IN cord-296229-pkwxlydz 27 4 pre pre JJ cord-296229-pkwxlydz 27 5 - - JJ cord-296229-pkwxlydz 27 6 symptomatic symptomatic JJ cord-296229-pkwxlydz 27 7 transmission transmission NN cord-296229-pkwxlydz 27 8 can can MD cord-296229-pkwxlydz 27 9 be be VB cord-296229-pkwxlydz 27 10 expressed express VBN cord-296229-pkwxlydz 27 11 as as IN cord-296229-pkwxlydz 27 12 the the DT cord-296229-pkwxlydz 27 13 probability probability NN cord-296229-pkwxlydz 27 14 of of IN cord-296229-pkwxlydz 27 15 onward onward JJ cord-296229-pkwxlydz 27 16 transmission transmission NN cord-296229-pkwxlydz 27 17 during during IN cord-296229-pkwxlydz 27 18 one one PRP cord-296229-pkwxlydz 27 19 's 's POS cord-296229-pkwxlydz 27 20 incubation incubation NN cord-296229-pkwxlydz 27 21 period period NN cord-296229-pkwxlydz 27 22 . . . cord-296229-pkwxlydz 28 1 Ideally ideally RB cord-296229-pkwxlydz 28 2 , , , cord-296229-pkwxlydz 28 3 this this DT cord-296229-pkwxlydz 28 4 probability probability NN cord-296229-pkwxlydz 28 5 could could MD cord-296229-pkwxlydz 28 6 be be VB cord-296229-pkwxlydz 28 7 estimated estimate VBN cord-296229-pkwxlydz 28 8 from from IN cord-296229-pkwxlydz 28 9 individual individual JJ cord-296229-pkwxlydz 28 10 - - HYPH cord-296229-pkwxlydz 28 11 level level NN cord-296229-pkwxlydz 28 12 observations observation NNS cord-296229-pkwxlydz 28 13 on on IN cord-296229-pkwxlydz 28 14 exposure exposure NN cord-296229-pkwxlydz 28 15 , , , cord-296229-pkwxlydz 28 16 onset onset NN cord-296229-pkwxlydz 28 17 of of IN cord-296229-pkwxlydz 28 18 symptoms symptom NNS cord-296229-pkwxlydz 28 19 and and CC cord-296229-pkwxlydz 28 20 the the DT cord-296229-pkwxlydz 28 21 transmission transmission NN cord-296229-pkwxlydz 28 22 to to IN cord-296229-pkwxlydz 28 23 others other NNS cord-296229-pkwxlydz 28 24 . . . cord-296229-pkwxlydz 29 1 However however RB cord-296229-pkwxlydz 29 2 , , , cord-296229-pkwxlydz 29 3 such such JJ cord-296229-pkwxlydz 29 4 data data NN cord-296229-pkwxlydz 29 5 remains remain VBZ cord-296229-pkwxlydz 29 6 largely largely RB cord-296229-pkwxlydz 29 7 unavailable unavailable JJ cord-296229-pkwxlydz 29 8 and and CC cord-296229-pkwxlydz 29 9 is be VBZ cord-296229-pkwxlydz 29 10 inherently inherently RB cord-296229-pkwxlydz 29 11 difficult difficult JJ cord-296229-pkwxlydz 29 12 to to TO cord-296229-pkwxlydz 29 13 generate generate VB cord-296229-pkwxlydz 29 14 . . . cord-296229-pkwxlydz 30 1 Instead instead RB cord-296229-pkwxlydz 30 2 , , , cord-296229-pkwxlydz 30 3 we -PRON- PRP cord-296229-pkwxlydz 30 4 approximated approximate VBD cord-296229-pkwxlydz 30 5 this this DT cord-296229-pkwxlydz 30 6 quantity quantity NN cord-296229-pkwxlydz 30 7 from from IN cord-296229-pkwxlydz 30 8 population population NN cord-296229-pkwxlydz 30 9 estimates estimate NNS cord-296229-pkwxlydz 30 10 of of IN cord-296229-pkwxlydz 30 11 the the DT cord-296229-pkwxlydz 30 12 density density NN cord-296229-pkwxlydz 30 13 distribution distribution NN cord-296229-pkwxlydz 30 14 of of IN cord-296229-pkwxlydz 30 15 the the DT cord-296229-pkwxlydz 30 16 incubation incubation NN cord-296229-pkwxlydz 30 17 period period NN cord-296229-pkwxlydz 30 18 and and CC cord-296229-pkwxlydz 30 19 the the DT cord-296229-pkwxlydz 30 20 serial serial JJ cord-296229-pkwxlydz 30 21 interval interval NN cord-296229-pkwxlydz 30 22 . . . cord-296229-pkwxlydz 31 1 We -PRON- PRP cord-296229-pkwxlydz 31 2 did do VBD cord-296229-pkwxlydz 31 3 so so RB cord-296229-pkwxlydz 31 4 by by IN cord-296229-pkwxlydz 31 5 first first RB cord-296229-pkwxlydz 31 6 using use VBG cord-296229-pkwxlydz 31 7 the the DT cord-296229-pkwxlydz 31 8 incubation incubation NN cord-296229-pkwxlydz 31 9 period period NN cord-296229-pkwxlydz 31 10 density density NN cord-296229-pkwxlydz 31 11 distribution distribution NN cord-296229-pkwxlydz 31 12 to to TO cord-296229-pkwxlydz 31 13 calculate calculate VB cord-296229-pkwxlydz 31 14 the the DT cord-296229-pkwxlydz 31 15 probability probability NN cord-296229-pkwxlydz 31 16 of of IN cord-296229-pkwxlydz 31 17 having have VBG cord-296229-pkwxlydz 31 18 developed develop VBN cord-296229-pkwxlydz 31 19 symptoms symptom NNS cord-296229-pkwxlydz 31 20 on on IN cord-296229-pkwxlydz 31 21 each each DT cord-296229-pkwxlydz 31 22 day day NN cord-296229-pkwxlydz 31 23 since since IN cord-296229-pkwxlydz 31 24 infection infection NN cord-296229-pkwxlydz 31 25 and and CC cord-296229-pkwxlydz 31 26 then then RB cord-296229-pkwxlydz 31 27 using use VBG cord-296229-pkwxlydz 31 28 this this DT cord-296229-pkwxlydz 31 29 to to TO cord-296229-pkwxlydz 31 30 stratify stratify VB cord-296229-pkwxlydz 31 31 the the DT cord-296229-pkwxlydz 31 32 serial serial JJ cord-296229-pkwxlydz 31 33 interval interval NN cord-296229-pkwxlydz 31 34 distribution distribution NN cord-296229-pkwxlydz 31 35 , , , cord-296229-pkwxlydz 31 36 assumed assume VBD cord-296229-pkwxlydz 31 37 to to TO cord-296229-pkwxlydz 31 38 be be VB cord-296229-pkwxlydz 31 39 a a DT cord-296229-pkwxlydz 31 40 proxy proxy NN cord-296229-pkwxlydz 31 41 for for IN cord-296229-pkwxlydz 31 42 the the DT cord-296229-pkwxlydz 31 43 generation generation NN cord-296229-pkwxlydz 31 44 time time NN cord-296229-pkwxlydz 31 45 , , , cord-296229-pkwxlydz 31 46 into into IN cord-296229-pkwxlydz 31 47 likely likely JJ cord-296229-pkwxlydz 31 48 pre pre JJ cord-296229-pkwxlydz 31 49 - - JJ cord-296229-pkwxlydz 31 50 symptomatic symptomatic JJ cord-296229-pkwxlydz 31 51 and and CC cord-296229-pkwxlydz 31 52 symptomatic symptomatic JJ cord-296229-pkwxlydz 31 53 onward onward JJ cord-296229-pkwxlydz 31 54 transmissions transmission NNS cord-296229-pkwxlydz 31 55 . . . cord-296229-pkwxlydz 32 1 The the DT cord-296229-pkwxlydz 32 2 observations observation NNS cord-296229-pkwxlydz 32 3 of of IN cord-296229-pkwxlydz 32 4 the the DT cord-296229-pkwxlydz 32 5 incubation incubation NN cord-296229-pkwxlydz 32 6 period period NN cord-296229-pkwxlydz 32 7 and and CC cord-296229-pkwxlydz 32 8 the the DT cord-296229-pkwxlydz 32 9 serial serial JJ cord-296229-pkwxlydz 32 10 interval interval NN cord-296229-pkwxlydz 32 11 may may MD cord-296229-pkwxlydz 32 12 be be VB cord-296229-pkwxlydz 32 13 correlated correlate VBN cord-296229-pkwxlydz 32 14 . . . cord-296229-pkwxlydz 33 1 In in IN cord-296229-pkwxlydz 33 2 other other JJ cord-296229-pkwxlydz 33 3 words word NNS cord-296229-pkwxlydz 33 4 , , , cord-296229-pkwxlydz 33 5 individuals individual NNS cord-296229-pkwxlydz 33 6 with with IN cord-296229-pkwxlydz 33 7 a a DT cord-296229-pkwxlydz 33 8 long long JJ cord-296229-pkwxlydz 33 9 incubation incubation NN cord-296229-pkwxlydz 33 10 period period NN cord-296229-pkwxlydz 33 11 may may MD cord-296229-pkwxlydz 33 12 not not RB cord-296229-pkwxlydz 33 13 have have VB cord-296229-pkwxlydz 33 14 a a DT cord-296229-pkwxlydz 33 15 serial serial JJ cord-296229-pkwxlydz 33 16 interval interval NN cord-296229-pkwxlydz 33 17 of of IN cord-296229-pkwxlydz 33 18 typical typical JJ cord-296229-pkwxlydz 33 19 length length NN cord-296229-pkwxlydz 33 20 but but CC cord-296229-pkwxlydz 33 21 may may MD cord-296229-pkwxlydz 33 22 be be VB cord-296229-pkwxlydz 33 23 exactly exactly RB cord-296229-pkwxlydz 33 24 those those DT cord-296229-pkwxlydz 33 25 who who WP cord-296229-pkwxlydz 33 26 have have VBP cord-296229-pkwxlydz 33 27 a a DT cord-296229-pkwxlydz 33 28 long long JJ cord-296229-pkwxlydz 33 29 serial serial JJ cord-296229-pkwxlydz 33 30 interval interval NN cord-296229-pkwxlydz 33 31 , , , cord-296229-pkwxlydz 33 32 or or CC cord-296229-pkwxlydz 33 33 alternatively alternatively RB cord-296229-pkwxlydz 33 34 , , , cord-296229-pkwxlydz 33 35 exactly exactly RB cord-296229-pkwxlydz 33 36 those those DT cord-296229-pkwxlydz 33 37 who who WP cord-296229-pkwxlydz 33 38 have have VBP cord-296229-pkwxlydz 33 39 a a DT cord-296229-pkwxlydz 33 40 short short JJ cord-296229-pkwxlydz 33 41 serial serial JJ cord-296229-pkwxlydz 33 42 interval interval NN cord-296229-pkwxlydz 33 43 . . . cord-296229-pkwxlydz 34 1 To to TO cord-296229-pkwxlydz 34 2 account account VB cord-296229-pkwxlydz 34 3 for for IN cord-296229-pkwxlydz 34 4 this this DT cord-296229-pkwxlydz 34 5 , , , cord-296229-pkwxlydz 34 6 we -PRON- PRP cord-296229-pkwxlydz 34 7 also also RB cord-296229-pkwxlydz 34 8 calculated calculate VBD cord-296229-pkwxlydz 34 9 the the DT cord-296229-pkwxlydz 34 10 proportion proportion NN cord-296229-pkwxlydz 34 11 of of IN cord-296229-pkwxlydz 34 12 pre pre JJ cord-296229-pkwxlydz 34 13 - - JJ cord-296229-pkwxlydz 34 14 symptomatic symptomatic JJ cord-296229-pkwxlydz 34 15 transmission transmission NN cord-296229-pkwxlydz 34 16 by by IN cord-296229-pkwxlydz 34 17 randomly randomly RB cord-296229-pkwxlydz 34 18 drawing draw VBG cord-296229-pkwxlydz 34 19 from from IN cord-296229-pkwxlydz 34 20 the the DT cord-296229-pkwxlydz 34 21 incubation incubation NN cord-296229-pkwxlydz 34 22 period period NN cord-296229-pkwxlydz 34 23 and and CC cord-296229-pkwxlydz 34 24 serial serial JJ cord-296229-pkwxlydz 34 25 interval interval NN cord-296229-pkwxlydz 34 26 distributions distribution NNS cord-296229-pkwxlydz 34 27 and and CC cord-296229-pkwxlydz 34 28 pairing pair VBG cord-296229-pkwxlydz 34 29 samples sample NNS cord-296229-pkwxlydz 34 30 not not RB cord-296229-pkwxlydz 34 31 randomly randomly RB cord-296229-pkwxlydz 34 32 , , , cord-296229-pkwxlydz 34 33 but but CC cord-296229-pkwxlydz 34 34 aligning align VBG cord-296229-pkwxlydz 34 35 them -PRON- PRP cord-296229-pkwxlydz 34 36 either either CC cord-296229-pkwxlydz 34 37 both both DT cord-296229-pkwxlydz 34 38 in in IN cord-296229-pkwxlydz 34 39 ascending ascend VBG cord-296229-pkwxlydz 34 40 or or CC cord-296229-pkwxlydz 34 41 one one CD cord-296229-pkwxlydz 34 42 in in IN cord-296229-pkwxlydz 34 43 ascending ascend VBG cord-296229-pkwxlydz 34 44 and and CC cord-296229-pkwxlydz 34 45 the the DT cord-296229-pkwxlydz 34 46 other other JJ cord-296229-pkwxlydz 34 47 in in IN cord-296229-pkwxlydz 34 48 descending descend VBG cord-296229-pkwxlydz 34 49 order order NN cord-296229-pkwxlydz 34 50 ( ( -LRB- cord-296229-pkwxlydz 34 51 rank rank NN cord-296229-pkwxlydz 34 52 ordering ordering NN cord-296229-pkwxlydz 34 53 ) ) -RRB- cord-296229-pkwxlydz 34 54 , , , cord-296229-pkwxlydz 34 55 before before IN cord-296229-pkwxlydz 34 56 calculating calculate VBG cord-296229-pkwxlydz 34 57 the the DT cord-296229-pkwxlydz 34 58 proportion proportion NN cord-296229-pkwxlydz 34 59 of of IN cord-296229-pkwxlydz 34 60 draws draw NNS cord-296229-pkwxlydz 34 61 with with IN cord-296229-pkwxlydz 34 62 a a DT cord-296229-pkwxlydz 34 63 shorter short JJR cord-296229-pkwxlydz 34 64 serial serial JJ cord-296229-pkwxlydz 34 65 interval interval NN cord-296229-pkwxlydz 34 66 than than IN cord-296229-pkwxlydz 34 67 the the DT cord-296229-pkwxlydz 34 68 incubation incubation NN cord-296229-pkwxlydz 34 69 period period NN cord-296229-pkwxlydz 34 70 . . . cord-296229-pkwxlydz 35 1 We -PRON- PRP cord-296229-pkwxlydz 35 2 report report VBP cord-296229-pkwxlydz 35 3 the the DT cord-296229-pkwxlydz 35 4 estimates estimate NNS cord-296229-pkwxlydz 35 5 assuming assume VBG cord-296229-pkwxlydz 35 6 no no DT cord-296229-pkwxlydz 35 7 correlation correlation NN cord-296229-pkwxlydz 35 8 accompanied accompany VBN cord-296229-pkwxlydz 35 9 by by IN cord-296229-pkwxlydz 35 10 a a DT cord-296229-pkwxlydz 35 11 range range NN cord-296229-pkwxlydz 35 12 indicating indicate VBG cord-296229-pkwxlydz 35 13 estimates estimate NNS cord-296229-pkwxlydz 35 14 that that WDT cord-296229-pkwxlydz 35 15 assume assume VBP cord-296229-pkwxlydz 35 16 positive positive JJ cord-296229-pkwxlydz 35 17 and and CC cord-296229-pkwxlydz 35 18 negative negative JJ cord-296229-pkwxlydz 35 19 correlations correlation NNS cord-296229-pkwxlydz 35 20 . . . cord-296229-pkwxlydz 36 1 We -PRON- PRP cord-296229-pkwxlydz 36 2 consider consider VBP cord-296229-pkwxlydz 36 3 two two CD cord-296229-pkwxlydz 36 4 scenarios scenario NNS cord-296229-pkwxlydz 36 5 : : : cord-296229-pkwxlydz 36 6 transmission transmission NN cord-296229-pkwxlydz 36 7 with with IN cord-296229-pkwxlydz 36 8 and and CC cord-296229-pkwxlydz 36 9 transmission transmission NN cord-296229-pkwxlydz 36 10 ( ( -LRB- cord-296229-pkwxlydz 36 11 largely largely RB cord-296229-pkwxlydz 36 12 ) ) -RRB- cord-296229-pkwxlydz 36 13 without without IN cord-296229-pkwxlydz 36 14 active active JJ cord-296229-pkwxlydz 36 15 case case NN cord-296229-pkwxlydz 36 16 finding find VBG cord-296229-pkwxlydz 36 17 to to TO cord-296229-pkwxlydz 36 18 accelerate accelerate VB cord-296229-pkwxlydz 36 19 case case NN cord-296229-pkwxlydz 36 20 isolation isolation NN cord-296229-pkwxlydz 36 21 . . . cord-296229-pkwxlydz 37 1 For for IN cord-296229-pkwxlydz 37 2 the the DT cord-296229-pkwxlydz 37 3 no no DT cord-296229-pkwxlydz 37 4 active active JJ cord-296229-pkwxlydz 37 5 case case NN cord-296229-pkwxlydz 37 6 finding finding NN cord-296229-pkwxlydz 37 7 scenario scenario NN cord-296229-pkwxlydz 37 8 we -PRON- PRP cord-296229-pkwxlydz 37 9 use use VBP cord-296229-pkwxlydz 37 10 the the DT cord-296229-pkwxlydz 37 11 serial serial JJ cord-296229-pkwxlydz 37 12 interval interval NN cord-296229-pkwxlydz 37 13 reported report VBD cord-296229-pkwxlydz 37 14 based base VBN cord-296229-pkwxlydz 37 15 on on IN cord-296229-pkwxlydz 37 16 cases case NNS cord-296229-pkwxlydz 37 17 that that WDT cord-296229-pkwxlydz 37 18 were be VBD cord-296229-pkwxlydz 37 19 only only RB cord-296229-pkwxlydz 37 20 isolated isolate VBN cord-296229-pkwxlydz 37 21 at at IN cord-296229-pkwxlydz 37 22 least least JJS cord-296229-pkwxlydz 37 23 6 6 CD cord-296229-pkwxlydz 37 24 days day NNS cord-296229-pkwxlydz 37 25 after after IN cord-296229-pkwxlydz 37 26 their -PRON- PRP$ cord-296229-pkwxlydz 37 27 symptom symptom NN cord-296229-pkwxlydz 37 28 onset onset NN cord-296229-pkwxlydz 37 29 ; ; : cord-296229-pkwxlydz 37 30 i.e. i.e. FW cord-296229-pkwxlydz 37 31 8.0 8.0 CD cord-296229-pkwxlydz 37 32 days day NNS cord-296229-pkwxlydz 37 33 ( ( -LRB- cord-296229-pkwxlydz 37 34 95 95 CD cord-296229-pkwxlydz 37 35 % % NN cord-296229-pkwxlydz 37 36 empirical empirical JJ cord-296229-pkwxlydz 37 37 confidence confidence NN cord-296229-pkwxlydz 37 38 interval interval NN cord-296229-pkwxlydz 37 39 ( ( -LRB- cord-296229-pkwxlydz 37 40 eCI eci FW cord-296229-pkwxlydz 37 41 ) ) -RRB- cord-296229-pkwxlydz 37 42 : : : cord-296229-pkwxlydz 37 43 4.7 4.7 CD cord-296229-pkwxlydz 37 44 -11.3 -11.3 ADD cord-296229-pkwxlydz 37 45 ) ) -RRB- cord-296229-pkwxlydz 37 46 . . . cord-296229-pkwxlydz 38 1 For for IN cord-296229-pkwxlydz 38 2 the the DT cord-296229-pkwxlydz 38 3 active active JJ cord-296229-pkwxlydz 38 4 case case NN cord-296229-pkwxlydz 38 5 finding finding NN cord-296229-pkwxlydz 38 6 scenario scenario NN cord-296229-pkwxlydz 38 7 we -PRON- PRP cord-296229-pkwxlydz 38 8 used use VBD cord-296229-pkwxlydz 38 9 the the DT cord-296229-pkwxlydz 38 10 overall overall JJ cord-296229-pkwxlydz 38 11 serial serial JJ cord-296229-pkwxlydz 38 12 interval interval NN cord-296229-pkwxlydz 38 13 ; ; : cord-296229-pkwxlydz 38 14 i.e. i.e. FW cord-296229-pkwxlydz 38 15 6.3 6.3 CD cord-296229-pkwxlydz 38 16 days day NNS cord-296229-pkwxlydz 38 17 ( ( -LRB- cord-296229-pkwxlydz 38 18 95 95 CD cord-296229-pkwxlydz 38 19 % % NN cord-296229-pkwxlydz 38 20 eCI eci NN cord-296229-pkwxlydz 38 21 : : : cord-296229-pkwxlydz 38 22 0.9 0.9 CD cord-296229-pkwxlydz 38 23 -16.9 -16.9 CD cord-296229-pkwxlydz 38 24 ) ) -RRB- cord-296229-pkwxlydz 39 1 ( ( -LRB- cord-296229-pkwxlydz 39 2 Figure figure NN cord-296229-pkwxlydz 39 3 1 1 CD cord-296229-pkwxlydz 39 4 ) ) -RRB- cord-296229-pkwxlydz 39 5 . . . cord-296229-pkwxlydz 40 1 The the DT cord-296229-pkwxlydz 40 2 incubation incubation NN cord-296229-pkwxlydz 40 3 period period NN cord-296229-pkwxlydz 40 4 in in IN cord-296229-pkwxlydz 40 5 this this DT cord-296229-pkwxlydz 40 6 study study NN cord-296229-pkwxlydz 40 7 was be VBD cord-296229-pkwxlydz 40 8 on on IN cord-296229-pkwxlydz 40 9 average average JJ cord-296229-pkwxlydz 40 10 6.0 6.0 CD cord-296229-pkwxlydz 40 11 days day NNS cord-296229-pkwxlydz 40 12 ( ( -LRB- cord-296229-pkwxlydz 40 13 95 95 CD cord-296229-pkwxlydz 40 14 % % NN cord-296229-pkwxlydz 40 15 eCI eci NN cord-296229-pkwxlydz 40 16 : : : cord-296229-pkwxlydz 40 17 1.3 1.3 CD cord-296229-pkwxlydz 40 18 -17.2 -17.2 CD cord-296229-pkwxlydz 40 19 ) ) -RRB- cord-296229-pkwxlydz 40 20 . . . cord-296229-pkwxlydz 41 1 We -PRON- PRP cord-296229-pkwxlydz 41 2 also also RB cord-296229-pkwxlydz 41 3 included include VBD cord-296229-pkwxlydz 41 4 sensitivity sensitivity NN cord-296229-pkwxlydz 41 5 analyses analysis NNS cord-296229-pkwxlydz 41 6 . . . cord-296229-pkwxlydz 42 1 We -PRON- PRP cord-296229-pkwxlydz 42 2 used use VBD cord-296229-pkwxlydz 42 3 the the DT cord-296229-pkwxlydz 42 4 reported report VBN cord-296229-pkwxlydz 42 5 mean mean JJ cord-296229-pkwxlydz 42 6 incubation incubation NN cord-296229-pkwxlydz 42 7 period period NN cord-296229-pkwxlydz 42 8 ( ( -LRB- cord-296229-pkwxlydz 42 9 5.2 5.2 CD cord-296229-pkwxlydz 42 10 days day NNS cord-296229-pkwxlydz 42 11 ( ( -LRB- cord-296229-pkwxlydz 42 12 95 95 CD cord-296229-pkwxlydz 42 13 % % NN cord-296229-pkwxlydz 42 14 eCI eci NN cord-296229-pkwxlydz 42 15 : : : cord-296229-pkwxlydz 42 16 1.1 1.1 CD cord-296229-pkwxlydz 42 17 -14.3 -14.3 ADD cord-296229-pkwxlydz 42 18 ) ) -RRB- cord-296229-pkwxlydz 42 19 ) ) -RRB- cord-296229-pkwxlydz 42 20 and and CC cord-296229-pkwxlydz 42 21 serial serial JJ cord-296229-pkwxlydz 42 22 interval interval NN cord-296229-pkwxlydz 42 23 3 3 CD cord-296229-pkwxlydz 42 24 ) ) -RRB- cord-296229-pkwxlydz 42 25 ) ) -RRB- cord-296229-pkwxlydz 42 26 from from IN cord-296229-pkwxlydz 42 27 the the DT cord-296229-pkwxlydz 42 28 first first JJ cord-296229-pkwxlydz 42 29 425 425 CD cord-296229-pkwxlydz 42 30 cases case NNS cord-296229-pkwxlydz 42 31 in in IN cord-296229-pkwxlydz 42 32 Wuhan Wuhan NNP cord-296229-pkwxlydz 42 33 province province NN cord-296229-pkwxlydz 42 34 as as IN cord-296229-pkwxlydz 42 35 an an DT cord-296229-pkwxlydz 42 36 alternative alternative JJ cord-296229-pkwxlydz 42 37 scenario scenario NN cord-296229-pkwxlydz 42 38 for for IN cord-296229-pkwxlydz 42 39 a a DT cord-296229-pkwxlydz 42 40 setting setting NN cord-296229-pkwxlydz 42 41 with with IN cord-296229-pkwxlydz 42 42 no no DT cord-296229-pkwxlydz 42 43 or or CC cord-296229-pkwxlydz 42 44 limited limited JJ cord-296229-pkwxlydz 42 45 active active JJ cord-296229-pkwxlydz 42 46 case case NN cord-296229-pkwxlydz 42 47 finding find VBG cord-296229-pkwxlydz 42 48 16 16 CD cord-296229-pkwxlydz 42 49 . . . cord-296229-pkwxlydz 43 1 Further further RB cord-296229-pkwxlydz 43 2 , , , cord-296229-pkwxlydz 43 3 Nishiura Nishiura NNP cord-296229-pkwxlydz 43 4 et et NNP cord-296229-pkwxlydz 43 5 al al NNP cord-296229-pkwxlydz 43 6 . . . cord-296229-pkwxlydz 44 1 provide provide VB cord-296229-pkwxlydz 44 2 estimates estimate NNS cord-296229-pkwxlydz 44 3 of of IN cord-296229-pkwxlydz 44 4 the the DT cord-296229-pkwxlydz 44 5 serial serial JJ cord-296229-pkwxlydz 44 6 interval interval NN cord-296229-pkwxlydz 44 7 from from IN cord-296229-pkwxlydz 44 8 published publish VBN cord-296229-pkwxlydz 44 9 reports report NNS cord-296229-pkwxlydz 44 10 across across IN cord-296229-pkwxlydz 44 11 all all DT cord-296229-pkwxlydz 44 12 affected affect VBN cord-296229-pkwxlydz 44 13 countries country NNS cord-296229-pkwxlydz 44 14 , , , cord-296229-pkwxlydz 44 15 mostly mostly RB cord-296229-pkwxlydz 44 16 including include VBG cord-296229-pkwxlydz 44 17 attempted attempt VBN cord-296229-pkwxlydz 44 18 rapid rapid JJ cord-296229-pkwxlydz 44 19 case case NN cord-296229-pkwxlydz 44 20 finding finding NN cord-296229-pkwxlydz 44 21 and and CC cord-296229-pkwxlydz 44 22 isolation isolation NN cord-296229-pkwxlydz 44 23 17 17 CD cord-296229-pkwxlydz 44 24 . . . cord-296229-pkwxlydz 45 1 We -PRON- PRP cord-296229-pkwxlydz 45 2 use use VBP cord-296229-pkwxlydz 45 3 their -PRON- PRP$ cord-296229-pkwxlydz 45 4 mean mean JJ cord-296229-pkwxlydz 45 5 serial serial JJ cord-296229-pkwxlydz 45 6 interval interval NN cord-296229-pkwxlydz 45 7 estimates estimate NNS cord-296229-pkwxlydz 45 8 based base VBN cord-296229-pkwxlydz 45 9 on on IN cord-296229-pkwxlydz 45 10 high high JJ cord-296229-pkwxlydz 45 11 certainty certainty NN cord-296229-pkwxlydz 45 12 transmission transmission NN cord-296229-pkwxlydz 45 13 pairs pair NNS cord-296229-pkwxlydz 45 14 ( ( -LRB- cord-296229-pkwxlydz 45 15 4.8 4.8 CD cord-296229-pkwxlydz 45 16 days day NNS cord-296229-pkwxlydz 45 17 ( ( -LRB- cord-296229-pkwxlydz 45 18 95 95 CD cord-296229-pkwxlydz 45 19 % % NN cord-296229-pkwxlydz 45 20 eCI eci NN cord-296229-pkwxlydz 45 21 : : : cord-296229-pkwxlydz 45 22 1.1 1.1 CD cord-296229-pkwxlydz 45 23 -9.6 -9.6 JJS cord-296229-pkwxlydz 45 24 ) ) -RRB- cord-296229-pkwxlydz 45 25 ) ) -RRB- cord-296229-pkwxlydz 45 26 in in IN cord-296229-pkwxlydz 45 27 combination combination NN cord-296229-pkwxlydz 45 28 with with IN cord-296229-pkwxlydz 45 29 either either CC cord-296229-pkwxlydz 45 30 the the DT cord-296229-pkwxlydz 45 31 incubation incubation NN cord-296229-pkwxlydz 45 32 time time NN cord-296229-pkwxlydz 45 33 reported report VBN cord-296229-pkwxlydz 45 34 by by IN cord-296229-pkwxlydz 45 35 Bi Bi NNP cord-296229-pkwxlydz 45 36 et et NNP cord-296229-pkwxlydz 45 37 al al NNP cord-296229-pkwxlydz 45 38 . . . cord-296229-pkwxlydz 46 1 15 15 CD cord-296229-pkwxlydz 46 2 or or CC cord-296229-pkwxlydz 46 3 Li Li NNP cord-296229-pkwxlydz 46 4 et et NNP cord-296229-pkwxlydz 46 5 al al NNP cord-296229-pkwxlydz 46 6 . . . cord-296229-pkwxlydz 47 1 16 16 CD cord-296229-pkwxlydz 47 2 . . . cord-296229-pkwxlydz 48 1 We -PRON- PRP cord-296229-pkwxlydz 48 2 implemented implement VBD cord-296229-pkwxlydz 48 3 all all DT cord-296229-pkwxlydz 48 4 density density NN cord-296229-pkwxlydz 48 5 distributions distribution NNS cord-296229-pkwxlydz 48 6 to to TO cord-296229-pkwxlydz 48 7 match match VB cord-296229-pkwxlydz 48 8 reported report VBN cord-296229-pkwxlydz 48 9 estimates estimate NNS cord-296229-pkwxlydz 48 10 and and CC cord-296229-pkwxlydz 48 11 their -PRON- PRP$ cord-296229-pkwxlydz 48 12 distributions distribution NNS cord-296229-pkwxlydz 48 13 18 18 CD cord-296229-pkwxlydz 48 14 . . . cord-296229-pkwxlydz 49 1 We -PRON- PRP cord-296229-pkwxlydz 49 2 then then RB cord-296229-pkwxlydz 49 3 calculated calculate VBD cord-296229-pkwxlydz 49 4 the the DT cord-296229-pkwxlydz 49 5 effectiveness effectiveness NN cord-296229-pkwxlydz 49 6 of of IN cord-296229-pkwxlydz 49 7 case case NN cord-296229-pkwxlydz 49 8 isolation isolation NN cord-296229-pkwxlydz 49 9 in in IN cord-296229-pkwxlydz 49 10 reducing reduce VBG cord-296229-pkwxlydz 49 11 the the DT cord-296229-pkwxlydz 49 12 number number NN cord-296229-pkwxlydz 49 13 of of IN cord-296229-pkwxlydz 49 14 secondary secondary JJ cord-296229-pkwxlydz 49 15 cases case NNS cord-296229-pkwxlydz 49 16 during during IN cord-296229-pkwxlydz 49 17 the the DT cord-296229-pkwxlydz 49 18 symptomatic symptomatic JJ cord-296229-pkwxlydz 49 19 period period NN cord-296229-pkwxlydz 49 20 ( ( -LRB- cord-296229-pkwxlydz 49 21 φ φ NN cord-296229-pkwxlydz 49 22 ) ) -RRB- cord-296229-pkwxlydz 50 1 Let let VB cord-296229-pkwxlydz 50 2 x x NN cord-296229-pkwxlydz 50 3 be be VB cord-296229-pkwxlydz 50 4 the the DT cord-296229-pkwxlydz 50 5 proportion proportion NN cord-296229-pkwxlydz 50 6 of of IN cord-296229-pkwxlydz 50 7 pre pre JJ cord-296229-pkwxlydz 50 8 - - JJ cord-296229-pkwxlydz 50 9 symptomatic symptomatic JJ cord-296229-pkwxlydz 50 10 transmission transmission NN cord-296229-pkwxlydz 50 11 in in IN cord-296229-pkwxlydz 50 12 the the DT cord-296229-pkwxlydz 50 13 absence absence NN cord-296229-pkwxlydz 50 14 of of IN cord-296229-pkwxlydz 50 15 active active JJ cord-296229-pkwxlydz 50 16 case case NN cord-296229-pkwxlydz 50 17 finding finding NN cord-296229-pkwxlydz 50 18 , , , cord-296229-pkwxlydz 50 19 and and CC cord-296229-pkwxlydz 50 20 y y VBZ cord-296229-pkwxlydz 50 21 the the DT cord-296229-pkwxlydz 50 22 same same JJ cord-296229-pkwxlydz 50 23 proportion proportion NN cord-296229-pkwxlydz 50 24 in in IN cord-296229-pkwxlydz 50 25 the the DT cord-296229-pkwxlydz 50 26 presence presence NN cord-296229-pkwxlydz 50 27 of of IN cord-296229-pkwxlydz 50 28 active active JJ cord-296229-pkwxlydz 50 29 case case NN cord-296229-pkwxlydz 50 30 finding find VBG cord-296229-pkwxlydz 50 31 . . . cord-296229-pkwxlydz 51 1 Then then RB cord-296229-pkwxlydz 51 2 , , , cord-296229-pkwxlydz 51 3 y y NNP cord-296229-pkwxlydz 51 4 can can MD cord-296229-pkwxlydz 51 5 be be VB cord-296229-pkwxlydz 51 6 expressed express VBN cord-296229-pkwxlydz 51 7 as as IN cord-296229-pkwxlydz 51 8 a a DT cord-296229-pkwxlydz 51 9 function function NN cord-296229-pkwxlydz 51 10 of of IN cord-296229-pkwxlydz 51 11 x x SYM cord-296229-pkwxlydz 51 12 while while IN cord-296229-pkwxlydz 51 13 accounting account VBG cord-296229-pkwxlydz 51 14 for for IN cord-296229-pkwxlydz 51 15 a a DT cord-296229-pkwxlydz 51 16 reduction reduction NN cord-296229-pkwxlydz 51 17 φ φ NN cord-296229-pkwxlydz 51 18 in in IN cord-296229-pkwxlydz 51 19 the the DT cord-296229-pkwxlydz 51 20 symptomatic symptomatic JJ cord-296229-pkwxlydz 51 21 cases case NNS cord-296229-pkwxlydz 51 22 : : : cord-296229-pkwxlydz 51 23 Solving solve VBG cord-296229-pkwxlydz 51 24 for for IN cord-296229-pkwxlydz 51 25 φ φ NN cord-296229-pkwxlydz 51 26 : : : cord-296229-pkwxlydz 51 27 All all DT cord-296229-pkwxlydz 51 28 analyses analysis NNS cord-296229-pkwxlydz 51 29 were be VBD cord-296229-pkwxlydz 51 30 done do VBN cord-296229-pkwxlydz 51 31 in in IN cord-296229-pkwxlydz 51 32 R R NNP cord-296229-pkwxlydz 51 33 3.6.3 3.6.3 CD cord-296229-pkwxlydz 51 34 19 19 CD cord-296229-pkwxlydz 51 35 ; ; : cord-296229-pkwxlydz 51 36 codes code NNS cord-296229-pkwxlydz 51 37 and and CC cord-296229-pkwxlydz 51 38 data datum NNS cord-296229-pkwxlydz 51 39 are be VBP cord-296229-pkwxlydz 51 40 available available JJ cord-296229-pkwxlydz 51 41 online online RB cord-296229-pkwxlydz 51 42 18 18 CD cord-296229-pkwxlydz 51 43 . . . cord-296229-pkwxlydz 52 1 In in IN cord-296229-pkwxlydz 52 2 the the DT cord-296229-pkwxlydz 52 3 scenario scenario NN cord-296229-pkwxlydz 52 4 of of IN cord-296229-pkwxlydz 52 5 no no DT cord-296229-pkwxlydz 52 6 active active JJ cord-296229-pkwxlydz 52 7 case case NN cord-296229-pkwxlydz 52 8 finding finding NN cord-296229-pkwxlydz 52 9 and and CC cord-296229-pkwxlydz 52 10 isolation isolation NN cord-296229-pkwxlydz 52 11 before before IN cord-296229-pkwxlydz 52 12 six six CD cord-296229-pkwxlydz 52 13 days day NNS cord-296229-pkwxlydz 52 14 after after IN cord-296229-pkwxlydz 52 15 symptom symptom NN cord-296229-pkwxlydz 52 16 onset onset NN cord-296229-pkwxlydz 52 17 , , , cord-296229-pkwxlydz 52 18 and and CC cord-296229-pkwxlydz 52 19 assuming assume VBG cord-296229-pkwxlydz 52 20 uncorrelated uncorrelated JJ cord-296229-pkwxlydz 52 21 serial serial JJ cord-296229-pkwxlydz 52 22 interval interval NN cord-296229-pkwxlydz 52 23 and and CC cord-296229-pkwxlydz 52 24 incubation incubation NN cord-296229-pkwxlydz 52 25 period period NN cord-296229-pkwxlydz 52 26 distributions distribution NNS cord-296229-pkwxlydz 52 27 , , , cord-296229-pkwxlydz 52 28 we -PRON- PRP cord-296229-pkwxlydz 52 29 estimate estimate VBP cord-296229-pkwxlydz 52 30 that that IN cord-296229-pkwxlydz 52 31 23 23 CD cord-296229-pkwxlydz 52 32 % % NN cord-296229-pkwxlydz 52 33 ( ( -LRB- cord-296229-pkwxlydz 52 34 range range NN cord-296229-pkwxlydz 52 35 accounting accounting NN cord-296229-pkwxlydz 52 36 for for IN cord-296229-pkwxlydz 52 37 correlation correlation NN cord-296229-pkwxlydz 52 38 : : : cord-296229-pkwxlydz 52 39 12 12 CD cord-296229-pkwxlydz 52 40 -28 -28 NN cord-296229-pkwxlydz 52 41 % % NN cord-296229-pkwxlydz 52 42 ) ) -RRB- cord-296229-pkwxlydz 52 43 of of IN cord-296229-pkwxlydz 52 44 onward onward JJ cord-296229-pkwxlydz 52 45 transmissions transmission NNS cord-296229-pkwxlydz 52 46 in in IN cord-296229-pkwxlydz 52 47 Shenzen Shenzen NNP cord-296229-pkwxlydz 52 48 have have VBP cord-296229-pkwxlydz 52 49 occurred occur VBN cord-296229-pkwxlydz 52 50 during during IN cord-296229-pkwxlydz 52 51 the the DT cord-296229-pkwxlydz 52 52 pre pre JJ cord-296229-pkwxlydz 52 53 - - JJ cord-296229-pkwxlydz 52 54 symptomatic symptomatic JJ cord-296229-pkwxlydz 52 55 period period NN cord-296229-pkwxlydz 52 56 ( ( -LRB- cord-296229-pkwxlydz 52 57 Figure figure NN cord-296229-pkwxlydz 52 58 2 2 CD cord-296229-pkwxlydz 52 59 and and CC cord-296229-pkwxlydz 52 60 Table Table NNP cord-296229-pkwxlydz 52 61 1 1 CD cord-296229-pkwxlydz 52 62 ) ) -RRB- cord-296229-pkwxlydz 52 63 . . . cord-296229-pkwxlydz 53 1 6.0 6.0 CD cord-296229-pkwxlydz 53 2 ( ( -LRB- cord-296229-pkwxlydz 53 3 1.6 1.6 CD cord-296229-pkwxlydz 53 4 -14.0 -14.0 CD cord-296229-pkwxlydz 53 5 ) ) -RRB- cord-296229-pkwxlydz 54 1 * * NFP cord-296229-pkwxlydz 54 2 A a DT cord-296229-pkwxlydz 54 3 summary summary NN cord-296229-pkwxlydz 54 4 table table NN cord-296229-pkwxlydz 54 5 of of IN cord-296229-pkwxlydz 54 6 the the DT cord-296229-pkwxlydz 54 7 parameters parameter NNS cord-296229-pkwxlydz 54 8 used use VBN cord-296229-pkwxlydz 54 9 and and CC cord-296229-pkwxlydz 54 10 the the DT cord-296229-pkwxlydz 54 11 underlying underlie VBG cord-296229-pkwxlydz 54 12 assumptions assumption NNS cord-296229-pkwxlydz 54 13 regarding regard VBG cord-296229-pkwxlydz 54 14 the the DT cord-296229-pkwxlydz 54 15 probability probability NN cord-296229-pkwxlydz 54 16 distributions distribution NNS cord-296229-pkwxlydz 54 17 used use VBN cord-296229-pkwxlydz 54 18 is be VBZ cord-296229-pkwxlydz 54 19 publicly publicly RB cord-296229-pkwxlydz 54 20 available available JJ cord-296229-pkwxlydz 54 21 18 18 CD cord-296229-pkwxlydz 54 22 . . . cord-296229-pkwxlydz 55 1 The the DT cord-296229-pkwxlydz 55 2 uncertainty uncertainty NN cord-296229-pkwxlydz 55 3 ranges range VBZ cord-296229-pkwxlydz 55 4 above above RB cord-296229-pkwxlydz 55 5 are be VBP cord-296229-pkwxlydz 55 6 those those DT cord-296229-pkwxlydz 55 7 of of IN cord-296229-pkwxlydz 55 8 the the DT cord-296229-pkwxlydz 55 9 simulated simulated JJ cord-296229-pkwxlydz 55 10 distributions distribution NNS cord-296229-pkwxlydz 55 11 of of IN cord-296229-pkwxlydz 55 12 serial serial JJ cord-296229-pkwxlydz 55 13 interval interval NN cord-296229-pkwxlydz 55 14 and and CC cord-296229-pkwxlydz 55 15 incubation incubation NN cord-296229-pkwxlydz 55 16 periods period NNS cord-296229-pkwxlydz 55 17 ( ( -LRB- cord-296229-pkwxlydz 55 18 instead instead RB cord-296229-pkwxlydz 55 19 of of IN cord-296229-pkwxlydz 55 20 the the DT cord-296229-pkwxlydz 55 21 mean mean NN cord-296229-pkwxlydz 55 22 or or CC cord-296229-pkwxlydz 55 23 median median NN cord-296229-pkwxlydz 55 24 of of IN cord-296229-pkwxlydz 55 25 these these DT cord-296229-pkwxlydz 55 26 parameters parameter NNS cord-296229-pkwxlydz 55 27 ) ) -RRB- cord-296229-pkwxlydz 55 28 , , , cord-296229-pkwxlydz 55 29 and and CC cord-296229-pkwxlydz 55 30 thus thus RB cord-296229-pkwxlydz 55 31 may may MD cord-296229-pkwxlydz 55 32 be be VB cord-296229-pkwxlydz 55 33 different different JJ cord-296229-pkwxlydz 55 34 from from IN cord-296229-pkwxlydz 55 35 what what WP cord-296229-pkwxlydz 55 36 is be VBZ cord-296229-pkwxlydz 55 37 reported report VBN cord-296229-pkwxlydz 55 38 in in IN cord-296229-pkwxlydz 55 39 the the DT cord-296229-pkwxlydz 55 40 original original JJ cord-296229-pkwxlydz 55 41 articles article NNS cord-296229-pkwxlydz 55 42 . . . cord-296229-pkwxlydz 56 1 Note note VB cord-296229-pkwxlydz 56 2 that that IN cord-296229-pkwxlydz 56 3 serial serial JJ cord-296229-pkwxlydz 56 4 intervals interval NNS cord-296229-pkwxlydz 56 5 sampled sample VBN cord-296229-pkwxlydz 56 6 for for IN cord-296229-pkwxlydz 56 7 with with IN cord-296229-pkwxlydz 56 8 and and CC cord-296229-pkwxlydz 56 9 without without IN cord-296229-pkwxlydz 56 10 active active JJ cord-296229-pkwxlydz 56 11 case case NN cord-296229-pkwxlydz 56 12 finding find VBG cord-296229-pkwxlydz 56 13 scenarios scenario NNS cord-296229-pkwxlydz 56 14 were be VBD cord-296229-pkwxlydz 56 15 independent independent JJ cord-296229-pkwxlydz 56 16 , , , cord-296229-pkwxlydz 56 17 i.e. i.e. FW cord-296229-pkwxlydz 56 18 , , , cord-296229-pkwxlydz 56 19 based base VBN cord-296229-pkwxlydz 56 20 on on IN cord-296229-pkwxlydz 56 21 separate separate JJ cord-296229-pkwxlydz 56 22 sets set NNS cord-296229-pkwxlydz 56 23 of of IN cord-296229-pkwxlydz 56 24 parameters parameter NNS cord-296229-pkwxlydz 56 25 . . . cord-296229-pkwxlydz 57 1 Active active JJ cord-296229-pkwxlydz 57 2 case case NN cord-296229-pkwxlydz 57 3 finding finding NN cord-296229-pkwxlydz 57 4 and and CC cord-296229-pkwxlydz 57 5 subsequent subsequent JJ cord-296229-pkwxlydz 57 6 accelerated accelerate VBN cord-296229-pkwxlydz 57 7 isolation isolation NN cord-296229-pkwxlydz 57 8 right right IN cord-296229-pkwxlydz 57 9 censors censor NNS cord-296229-pkwxlydz 57 10 the the DT cord-296229-pkwxlydz 57 11 serial serial JJ cord-296229-pkwxlydz 57 12 interval interval NN cord-296229-pkwxlydz 57 13 and and CC cord-296229-pkwxlydz 57 14 thereby thereby RB cord-296229-pkwxlydz 57 15 reduces reduce VBZ cord-296229-pkwxlydz 57 16 the the DT cord-296229-pkwxlydz 57 17 number number NN cord-296229-pkwxlydz 57 18 of of IN cord-296229-pkwxlydz 57 19 symptomatic symptomatic JJ cord-296229-pkwxlydz 57 20 onward onward JJ cord-296229-pkwxlydz 57 21 transmissions transmission NNS cord-296229-pkwxlydz 57 22 . . . cord-296229-pkwxlydz 58 1 In in IN cord-296229-pkwxlydz 58 2 Shenzen Shenzen NNP cord-296229-pkwxlydz 58 3 , , , cord-296229-pkwxlydz 58 4 the the DT cord-296229-pkwxlydz 58 5 presence presence NN cord-296229-pkwxlydz 58 6 of of IN cord-296229-pkwxlydz 58 7 active active JJ cord-296229-pkwxlydz 58 8 case case NN cord-296229-pkwxlydz 58 9 finding find VBG cord-296229-pkwxlydz 58 10 increased increase VBD cord-296229-pkwxlydz 58 11 the the DT cord-296229-pkwxlydz 58 12 percentage percentage NN cord-296229-pkwxlydz 58 13 pre pre JJ cord-296229-pkwxlydz 58 14 - - JJ cord-296229-pkwxlydz 58 15 symptomatic symptomatic JJ cord-296229-pkwxlydz 58 16 among among IN cord-296229-pkwxlydz 58 17 all all DT cord-296229-pkwxlydz 58 18 transmissions transmission NNS cord-296229-pkwxlydz 58 19 to to IN cord-296229-pkwxlydz 58 20 46 46 CD cord-296229-pkwxlydz 58 21 % % NN cord-296229-pkwxlydz 58 22 ( ( -LRB- cord-296229-pkwxlydz 58 23 21 21 CD cord-296229-pkwxlydz 58 24 -46 -46 NNP cord-296229-pkwxlydz 58 25 % % NN cord-296229-pkwxlydz 58 26 ) ) -RRB- cord-296229-pkwxlydz 58 27 . . . cord-296229-pkwxlydz 59 1 Therefore therefore RB cord-296229-pkwxlydz 59 2 , , , cord-296229-pkwxlydz 59 3 case case NN cord-296229-pkwxlydz 59 4 isolation isolation NN cord-296229-pkwxlydz 59 5 in in IN cord-296229-pkwxlydz 59 6 Shenzen Shenzen NNP cord-296229-pkwxlydz 59 7 has have VBZ cord-296229-pkwxlydz 59 8 on on IN cord-296229-pkwxlydz 59 9 average average JJ cord-296229-pkwxlydz 59 10 reduced reduce VBN cord-296229-pkwxlydz 59 11 the the DT cord-296229-pkwxlydz 59 12 number number NN cord-296229-pkwxlydz 59 13 of of IN cord-296229-pkwxlydz 59 14 secondary secondary JJ cord-296229-pkwxlydz 59 15 cases case NNS cord-296229-pkwxlydz 59 16 during during IN cord-296229-pkwxlydz 59 17 the the DT cord-296229-pkwxlydz 59 18 symptomatic symptomatic JJ cord-296229-pkwxlydz 59 19 period period NN cord-296229-pkwxlydz 59 20 by by IN cord-296229-pkwxlydz 59 21 35 35 CD cord-296229-pkwxlydz 59 22 % % NN cord-296229-pkwxlydz 59 23 ( ( -LRB- cord-296229-pkwxlydz 59 24 42 42 CD cord-296229-pkwxlydz 59 25 -59 -59 NN cord-296229-pkwxlydz 59 26 % % NN cord-296229-pkwxlydz 59 27 ) ) -RRB- cord-296229-pkwxlydz 59 28 and and CC cord-296229-pkwxlydz 59 29 hence hence RB cord-296229-pkwxlydz 59 30 the the DT cord-296229-pkwxlydz 59 31 total total JJ cord-296229-pkwxlydz 59 32 number number NN cord-296229-pkwxlydz 59 33 of of IN cord-296229-pkwxlydz 59 34 secondary secondary JJ cord-296229-pkwxlydz 59 35 cases case NNS cord-296229-pkwxlydz 59 36 by by IN cord-296229-pkwxlydz 59 37 27 27 CD cord-296229-pkwxlydz 59 38 % % NN cord-296229-pkwxlydz 59 39 ( ( -LRB- cord-296229-pkwxlydz 59 40 32 32 CD cord-296229-pkwxlydz 59 41 -45 -45 NNP cord-296229-pkwxlydz 59 42 % % NN cord-296229-pkwxlydz 59 43 ) ) -RRB- cord-296229-pkwxlydz 59 44 . . . cord-296229-pkwxlydz 60 1 Both both CC cord-296229-pkwxlydz 60 2 the the DT cord-296229-pkwxlydz 60 3 sensitivity sensitivity NN cord-296229-pkwxlydz 60 4 analyses analysis NNS cord-296229-pkwxlydz 60 5 for for IN cord-296229-pkwxlydz 60 6 the the DT cord-296229-pkwxlydz 60 7 scenario scenario NN cord-296229-pkwxlydz 60 8 of of IN cord-296229-pkwxlydz 60 9 limited limit VBN cord-296229-pkwxlydz 60 10 to to IN cord-296229-pkwxlydz 60 11 no no DT cord-296229-pkwxlydz 60 12 active active JJ cord-296229-pkwxlydz 60 13 case case NN cord-296229-pkwxlydz 60 14 finding find VBG cord-296229-pkwxlydz 60 15 and and CC cord-296229-pkwxlydz 60 16 for for IN cord-296229-pkwxlydz 60 17 the the DT cord-296229-pkwxlydz 60 18 scenario scenario NN cord-296229-pkwxlydz 60 19 of of IN cord-296229-pkwxlydz 60 20 real real JJ cord-296229-pkwxlydz 60 21 - - HYPH cord-296229-pkwxlydz 60 22 world world NN cord-296229-pkwxlydz 60 23 effects effect NNS cord-296229-pkwxlydz 60 24 of of IN cord-296229-pkwxlydz 60 25 active active JJ cord-296229-pkwxlydz 60 26 case case NN cord-296229-pkwxlydz 60 27 finding finding NN cord-296229-pkwxlydz 60 28 and and CC cord-296229-pkwxlydz 60 29 isolation isolation NN cord-296229-pkwxlydz 60 30 during during IN cord-296229-pkwxlydz 60 31 the the DT cord-296229-pkwxlydz 60 32 containment containment NN cord-296229-pkwxlydz 60 33 phase phase NN cord-296229-pkwxlydz 60 34 of of IN cord-296229-pkwxlydz 60 35 the the DT cord-296229-pkwxlydz 60 36 outbreak outbreak NN cord-296229-pkwxlydz 60 37 response response NN cord-296229-pkwxlydz 60 38 are be VBP cord-296229-pkwxlydz 60 39 similar similar JJ cord-296229-pkwxlydz 60 40 to to IN cord-296229-pkwxlydz 60 41 the the DT cord-296229-pkwxlydz 60 42 estimates estimate NNS cord-296229-pkwxlydz 60 43 in in IN cord-296229-pkwxlydz 60 44 our -PRON- PRP$ cord-296229-pkwxlydz 60 45 main main JJ cord-296229-pkwxlydz 60 46 analysis analysis NN cord-296229-pkwxlydz 60 47 ( ( -LRB- cord-296229-pkwxlydz 60 48 Table table NN cord-296229-pkwxlydz 60 49 1 1 CD cord-296229-pkwxlydz 60 50 ) ) -RRB- cord-296229-pkwxlydz 60 51 . . . cord-296229-pkwxlydz 61 1 We -PRON- PRP cord-296229-pkwxlydz 61 2 estimated estimate VBD cord-296229-pkwxlydz 61 3 that that IN cord-296229-pkwxlydz 61 4 without without IN cord-296229-pkwxlydz 61 5 active active JJ cord-296229-pkwxlydz 61 6 case case NN cord-296229-pkwxlydz 61 7 finding find VBG cord-296229-pkwxlydz 61 8 to to TO cord-296229-pkwxlydz 61 9 accelerate accelerate VB cord-296229-pkwxlydz 61 10 isolation isolation NN cord-296229-pkwxlydz 61 11 in in IN cord-296229-pkwxlydz 61 12 Shenzen Shenzen NNP cord-296229-pkwxlydz 61 13 12 12 CD cord-296229-pkwxlydz 61 14 to to IN cord-296229-pkwxlydz 61 15 28 28 CD cord-296229-pkwxlydz 61 16 % % NN cord-296229-pkwxlydz 61 17 of of IN cord-296229-pkwxlydz 61 18 transmissions transmission NNS cord-296229-pkwxlydz 61 19 occurred occur VBD cord-296229-pkwxlydz 61 20 during during IN cord-296229-pkwxlydz 61 21 the the DT cord-296229-pkwxlydz 61 22 pre pre JJ cord-296229-pkwxlydz 61 23 - - JJ cord-296229-pkwxlydz 61 24 symptomatic symptomatic JJ cord-296229-pkwxlydz 61 25 period period NN cord-296229-pkwxlydz 61 26 . . . cord-296229-pkwxlydz 62 1 We -PRON- PRP cord-296229-pkwxlydz 62 2 further further RB cord-296229-pkwxlydz 62 3 estimated estimate VBD cord-296229-pkwxlydz 62 4 that that IN cord-296229-pkwxlydz 62 5 active active JJ cord-296229-pkwxlydz 62 6 case case NN cord-296229-pkwxlydz 62 7 finding find VBG cord-296229-pkwxlydz 62 8 reduced reduce VBD cord-296229-pkwxlydz 62 9 the the DT cord-296229-pkwxlydz 62 10 number number NN cord-296229-pkwxlydz 62 11 of of IN cord-296229-pkwxlydz 62 12 secondary secondary JJ cord-296229-pkwxlydz 62 13 infections infection NNS cord-296229-pkwxlydz 62 14 after after IN cord-296229-pkwxlydz 62 15 symptom symptom NN cord-296229-pkwxlydz 62 16 onset onset NN cord-296229-pkwxlydz 62 17 and and CC cord-296229-pkwxlydz 62 18 thereby thereby RB cord-296229-pkwxlydz 62 19 increased increase VBD cord-296229-pkwxlydz 62 20 the the DT cord-296229-pkwxlydz 62 21 percentage percentage NN cord-296229-pkwxlydz 62 22 of of IN cord-296229-pkwxlydz 62 23 pre pre JJ cord-296229-pkwxlydz 62 24 - - JJ cord-296229-pkwxlydz 62 25 symptomatic symptomatic JJ cord-296229-pkwxlydz 62 26 transmissions transmission NNS cord-296229-pkwxlydz 62 27 to to IN cord-296229-pkwxlydz 62 28 21 21 CD cord-296229-pkwxlydz 62 29 to to TO cord-296229-pkwxlydz 62 30 46 46 CD cord-296229-pkwxlydz 62 31 % % NN cord-296229-pkwxlydz 62 32 . . . cord-296229-pkwxlydz 63 1 This this DT cord-296229-pkwxlydz 63 2 implies imply VBZ cord-296229-pkwxlydz 63 3 that that IN cord-296229-pkwxlydz 63 4 in in IN cord-296229-pkwxlydz 63 5 Shenzen Shenzen NNP cord-296229-pkwxlydz 63 6 accelerated accelerate VBD cord-296229-pkwxlydz 63 7 case case NN cord-296229-pkwxlydz 63 8 isolation isolation NN cord-296229-pkwxlydz 63 9 has have VBZ cord-296229-pkwxlydz 63 10 prevented prevent VBN cord-296229-pkwxlydz 63 11 35 35 CD cord-296229-pkwxlydz 63 12 -60 -60 NNS cord-296229-pkwxlydz 63 13 % % NN cord-296229-pkwxlydz 63 14 of of IN cord-296229-pkwxlydz 63 15 secondary secondary JJ cord-296229-pkwxlydz 63 16 cases case NNS cord-296229-pkwxlydz 63 17 among among IN cord-296229-pkwxlydz 63 18 symptomatic symptomatic JJ cord-296229-pkwxlydz 63 19 infectees infectee NNS cord-296229-pkwxlydz 63 20 . . . cord-296229-pkwxlydz 64 1 These these DT cord-296229-pkwxlydz 64 2 results result NNS cord-296229-pkwxlydz 64 3 were be VBD cord-296229-pkwxlydz 64 4 similar similar JJ cord-296229-pkwxlydz 64 5 when when WRB cord-296229-pkwxlydz 64 6 alternative alternative JJ cord-296229-pkwxlydz 64 7 settings setting NNS cord-296229-pkwxlydz 64 8 with with IN cord-296229-pkwxlydz 64 9 and and CC cord-296229-pkwxlydz 64 10 without without IN cord-296229-pkwxlydz 64 11 accelerated accelerated JJ cord-296229-pkwxlydz 64 12 case case NN cord-296229-pkwxlydz 64 13 isolation isolation NN cord-296229-pkwxlydz 64 14 were be VBD cord-296229-pkwxlydz 64 15 considered consider VBN cord-296229-pkwxlydz 64 16 . . . cord-296229-pkwxlydz 65 1 In in IN cord-296229-pkwxlydz 65 2 addition addition NN cord-296229-pkwxlydz 65 3 to to IN cord-296229-pkwxlydz 65 4 the the DT cord-296229-pkwxlydz 65 5 mostly mostly RB cord-296229-pkwxlydz 65 6 - - HYPH cord-296229-pkwxlydz 65 7 mild mild JJ cord-296229-pkwxlydz 65 8 and and CC cord-296229-pkwxlydz 65 9 non non JJ cord-296229-pkwxlydz 65 10 - - JJ cord-296229-pkwxlydz 65 11 specific specific JJ cord-296229-pkwxlydz 65 12 symptoms symptom NNS cord-296229-pkwxlydz 65 13 of of IN cord-296229-pkwxlydz 65 14 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 65 15 , , , cord-296229-pkwxlydz 65 16 a a DT cord-296229-pkwxlydz 65 17 high high JJ cord-296229-pkwxlydz 65 18 contribution contribution NN cord-296229-pkwxlydz 65 19 of of IN cord-296229-pkwxlydz 65 20 pre pre JJ cord-296229-pkwxlydz 65 21 - - JJ cord-296229-pkwxlydz 65 22 symptomatic symptomatic JJ cord-296229-pkwxlydz 65 23 cases case NNS cord-296229-pkwxlydz 65 24 to to IN cord-296229-pkwxlydz 65 25 the the DT cord-296229-pkwxlydz 65 26 transmission transmission NN cord-296229-pkwxlydz 65 27 dynamics dynamic NNS cord-296229-pkwxlydz 65 28 of of IN cord-296229-pkwxlydz 65 29 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 65 30 could could MD cord-296229-pkwxlydz 65 31 be be VB cord-296229-pkwxlydz 65 32 part part NN cord-296229-pkwxlydz 65 33 of of IN cord-296229-pkwxlydz 65 34 the the DT cord-296229-pkwxlydz 65 35 reason reason NN cord-296229-pkwxlydz 65 36 why why WRB cord-296229-pkwxlydz 65 37 controlling control VBG cord-296229-pkwxlydz 65 38 COVID-19 COVID-19 , cord-296229-pkwxlydz 65 39 has have VBZ cord-296229-pkwxlydz 65 40 been be VBN cord-296229-pkwxlydz 65 41 challenging challenge VBG cord-296229-pkwxlydz 65 42 and and CC cord-296229-pkwxlydz 65 43 seems seem VBZ cord-296229-pkwxlydz 65 44 to to TO cord-296229-pkwxlydz 65 45 have have VB cord-296229-pkwxlydz 65 46 failed fail VBN cord-296229-pkwxlydz 65 47 in in IN cord-296229-pkwxlydz 65 48 many many JJ cord-296229-pkwxlydz 65 49 countries country NNS cord-296229-pkwxlydz 65 50 13 13 CD cord-296229-pkwxlydz 65 51 . . . cord-296229-pkwxlydz 66 1 It -PRON- PRP cord-296229-pkwxlydz 66 2 implies imply VBZ cord-296229-pkwxlydz 66 3 that that IN cord-296229-pkwxlydz 66 4 control control NN cord-296229-pkwxlydz 66 5 and and CC cord-296229-pkwxlydz 66 6 mitigation mitigation NN cord-296229-pkwxlydz 66 7 of of IN cord-296229-pkwxlydz 66 8 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 66 9 may may MD cord-296229-pkwxlydz 66 10 be be VB cord-296229-pkwxlydz 66 11 substantially substantially RB cord-296229-pkwxlydz 66 12 improved improve VBN cord-296229-pkwxlydz 66 13 if if IN cord-296229-pkwxlydz 66 14 also also RB cord-296229-pkwxlydz 66 15 targeting target VBG cord-296229-pkwxlydz 66 16 pre pre JJ cord-296229-pkwxlydz 66 17 - - JJ cord-296229-pkwxlydz 66 18 symptomatic symptomatic JJ cord-296229-pkwxlydz 66 19 infections infection NNS cord-296229-pkwxlydz 66 20 . . . cord-296229-pkwxlydz 67 1 This this DT cord-296229-pkwxlydz 67 2 may may MD cord-296229-pkwxlydz 67 3 be be VB cord-296229-pkwxlydz 67 4 achieved achieve VBN cord-296229-pkwxlydz 67 5 via via IN cord-296229-pkwxlydz 67 6 social social JJ cord-296229-pkwxlydz 67 7 distancing distancing NN cord-296229-pkwxlydz 67 8 interventions intervention NNS cord-296229-pkwxlydz 67 9 that that WDT cord-296229-pkwxlydz 67 10 do do VBP cord-296229-pkwxlydz 67 11 not not RB cord-296229-pkwxlydz 67 12 rely rely VB cord-296229-pkwxlydz 67 13 on on IN cord-296229-pkwxlydz 67 14 the the DT cord-296229-pkwxlydz 67 15 identification identification NN cord-296229-pkwxlydz 67 16 of of IN cord-296229-pkwxlydz 67 17 symptoms symptom NNS cord-296229-pkwxlydz 67 18 . . . cord-296229-pkwxlydz 68 1 Having have VBG cord-296229-pkwxlydz 68 2 10 10 CD cord-296229-pkwxlydz 68 3 -30 -30 CD cord-296229-pkwxlydz 68 4 % % NN cord-296229-pkwxlydz 68 5 pre pre JJ cord-296229-pkwxlydz 68 6 - - JJ cord-296229-pkwxlydz 68 7 symptomatic symptomatic JJ cord-296229-pkwxlydz 68 8 transmission transmission NN cord-296229-pkwxlydz 68 9 also also RB cord-296229-pkwxlydz 68 10 suggests suggest VBZ cord-296229-pkwxlydz 68 11 that that IN cord-296229-pkwxlydz 68 12 immediate immediate JJ cord-296229-pkwxlydz 68 13 isolation isolation NN cord-296229-pkwxlydz 68 14 at at IN cord-296229-pkwxlydz 68 15 symptom symptom NN cord-296229-pkwxlydz 68 16 onset onset NN cord-296229-pkwxlydz 68 17 can can MD cord-296229-pkwxlydz 68 18 at at IN cord-296229-pkwxlydz 68 19 best good JJS cord-296229-pkwxlydz 68 20 prevent prevent VB cord-296229-pkwxlydz 68 21 70 70 CD cord-296229-pkwxlydz 68 22 - - SYM cord-296229-pkwxlydz 68 23 90 90 CD cord-296229-pkwxlydz 68 24 % % NN cord-296229-pkwxlydz 68 25 of of IN cord-296229-pkwxlydz 68 26 cases case NNS cord-296229-pkwxlydz 68 27 . . . cord-296229-pkwxlydz 69 1 However however RB cord-296229-pkwxlydz 69 2 , , , cord-296229-pkwxlydz 69 3 immediate immediate JJ cord-296229-pkwxlydz 69 4 case case NN cord-296229-pkwxlydz 69 5 isolation isolation NN cord-296229-pkwxlydz 69 6 on on IN cord-296229-pkwxlydz 69 7 the the DT cord-296229-pkwxlydz 69 8 day day NN cord-296229-pkwxlydz 69 9 of of IN cord-296229-pkwxlydz 69 10 symptoms symptom NNS cord-296229-pkwxlydz 69 11 onset onset NN cord-296229-pkwxlydz 69 12 is be VBZ cord-296229-pkwxlydz 69 13 unlikely unlikely JJ cord-296229-pkwxlydz 69 14 . . . cord-296229-pkwxlydz 70 1 We -PRON- PRP cord-296229-pkwxlydz 70 2 also also RB cord-296229-pkwxlydz 70 3 find find VBP cord-296229-pkwxlydz 70 4 that that IN cord-296229-pkwxlydz 70 5 , , , cord-296229-pkwxlydz 70 6 based base VBN cord-296229-pkwxlydz 70 7 on on IN cord-296229-pkwxlydz 70 8 parameters parameter NNS cord-296229-pkwxlydz 70 9 estimated estimate VBN cord-296229-pkwxlydz 70 10 under under IN cord-296229-pkwxlydz 70 11 no no DT cord-296229-pkwxlydz 70 12 active active JJ cord-296229-pkwxlydz 70 13 case case NN cord-296229-pkwxlydz 70 14 finding find VBG cord-296229-pkwxlydz 70 15 scenarios scenario NNS cord-296229-pkwxlydz 70 16 , , , cord-296229-pkwxlydz 70 17 case case NN cord-296229-pkwxlydz 70 18 isolation isolation NN cord-296229-pkwxlydz 70 19 on on IN cord-296229-pkwxlydz 70 20 days day NNS cord-296229-pkwxlydz 70 21 1 1 CD cord-296229-pkwxlydz 70 22 , , , cord-296229-pkwxlydz 70 23 3 3 CD cord-296229-pkwxlydz 70 24 or or CC cord-296229-pkwxlydz 70 25 7 7 CD cord-296229-pkwxlydz 70 26 after after IN cord-296229-pkwxlydz 70 27 symptom symptom NN cord-296229-pkwxlydz 70 28 onset onset NN cord-296229-pkwxlydz 70 29 reduces reduce VBZ cord-296229-pkwxlydz 70 30 the the DT cord-296229-pkwxlydz 70 31 proportion proportion NN cord-296229-pkwxlydz 70 32 of of IN cord-296229-pkwxlydz 70 33 or or CC cord-296229-pkwxlydz 70 34 preventable preventable JJ cord-296229-pkwxlydz 70 35 onward onward JJ cord-296229-pkwxlydz 70 36 transmissions transmission NNS cord-296229-pkwxlydz 70 37 by by IN cord-296229-pkwxlydz 70 38 syndromic syndromic NNP cord-296229-pkwxlydz 70 39 case case NN cord-296229-pkwxlydz 70 40 finding finding NN cord-296229-pkwxlydz 70 41 and and CC cord-296229-pkwxlydz 70 42 isolation isolation NN cord-296229-pkwxlydz 70 43 to to IN cord-296229-pkwxlydz 70 44 approximately approximately RB cord-296229-pkwxlydz 70 45 60 60 CD cord-296229-pkwxlydz 70 46 % % NN cord-296229-pkwxlydz 70 47 , , , cord-296229-pkwxlydz 70 48 50 50 CD cord-296229-pkwxlydz 70 49 % % NN cord-296229-pkwxlydz 70 50 and and CC cord-296229-pkwxlydz 70 51 less less JJR cord-296229-pkwxlydz 70 52 than than IN cord-296229-pkwxlydz 70 53 20 20 CD cord-296229-pkwxlydz 70 54 % % NN cord-296229-pkwxlydz 70 55 , , , cord-296229-pkwxlydz 70 56 respectively respectively RB cord-296229-pkwxlydz 70 57 ( ( -LRB- cord-296229-pkwxlydz 70 58 Figure figure NN cord-296229-pkwxlydz 70 59 3 3 CD cord-296229-pkwxlydz 70 60 ) ) -RRB- cord-296229-pkwxlydz 70 61 . . . cord-296229-pkwxlydz 71 1 We -PRON- PRP cord-296229-pkwxlydz 71 2 find find VBP cord-296229-pkwxlydz 71 3 that that IN cord-296229-pkwxlydz 71 4 in in IN cord-296229-pkwxlydz 71 5 Shenzhen Shenzhen NNP cord-296229-pkwxlydz 71 6 syndromic syndromic JJ cord-296229-pkwxlydz 71 7 identification identification NN cord-296229-pkwxlydz 71 8 and and CC cord-296229-pkwxlydz 71 9 isolation isolation NN cord-296229-pkwxlydz 71 10 has have VBZ cord-296229-pkwxlydz 71 11 prevented prevent VBN cord-296229-pkwxlydz 71 12 35 35 CD cord-296229-pkwxlydz 71 13 -60 -60 NNS cord-296229-pkwxlydz 71 14 % % NN cord-296229-pkwxlydz 71 15 of of IN cord-296229-pkwxlydz 71 16 secondary secondary JJ cord-296229-pkwxlydz 71 17 cases case NNS cord-296229-pkwxlydz 71 18 from from IN cord-296229-pkwxlydz 71 19 symptomatic symptomatic JJ cord-296229-pkwxlydz 71 20 infectees infectee NNS cord-296229-pkwxlydz 71 21 , , , cord-296229-pkwxlydz 71 22 which which WDT cord-296229-pkwxlydz 71 23 is be VBZ cord-296229-pkwxlydz 71 24 in in IN cord-296229-pkwxlydz 71 25 line line NN cord-296229-pkwxlydz 71 26 with with IN cord-296229-pkwxlydz 71 27 previous previous JJ cord-296229-pkwxlydz 71 28 model model NN cord-296229-pkwxlydz 71 29 - - HYPH cord-296229-pkwxlydz 71 30 based base VBN cord-296229-pkwxlydz 71 31 estimates estimate NNS cord-296229-pkwxlydz 71 32 14 14 CD cord-296229-pkwxlydz 71 33 . . . cord-296229-pkwxlydz 72 1 Even even RB cord-296229-pkwxlydz 72 2 for for IN cord-296229-pkwxlydz 72 3 well well RB cord-296229-pkwxlydz 72 4 - - HYPH cord-296229-pkwxlydz 72 5 studied study VBN cord-296229-pkwxlydz 72 6 pathogens pathogen NNS cord-296229-pkwxlydz 72 7 like like IN cord-296229-pkwxlydz 72 8 influenza influenza NN cord-296229-pkwxlydz 72 9 , , , cord-296229-pkwxlydz 72 10 there there EX cord-296229-pkwxlydz 72 11 is be VBZ cord-296229-pkwxlydz 72 12 a a DT cord-296229-pkwxlydz 72 13 substantial substantial JJ cord-296229-pkwxlydz 72 14 amount amount NN cord-296229-pkwxlydz 72 15 of of IN cord-296229-pkwxlydz 72 16 uncertainty uncertainty NN cord-296229-pkwxlydz 72 17 in in IN cord-296229-pkwxlydz 72 18 the the DT cord-296229-pkwxlydz 72 19 contribution contribution NN cord-296229-pkwxlydz 72 20 of of IN cord-296229-pkwxlydz 72 21 asymptomatic asymptomatic JJ cord-296229-pkwxlydz 72 22 and and CC cord-296229-pkwxlydz 72 23 pre pre JJ cord-296229-pkwxlydz 72 24 - - JJ cord-296229-pkwxlydz 72 25 symptomatic symptomatic JJ cord-296229-pkwxlydz 72 26 infections infection NNS cord-296229-pkwxlydz 72 27 to to IN cord-296229-pkwxlydz 72 28 the the DT cord-296229-pkwxlydz 72 29 transmission transmission NN cord-296229-pkwxlydz 72 30 dynamics dynamic NNS cord-296229-pkwxlydz 72 31 . . . cord-296229-pkwxlydz 73 1 For for IN cord-296229-pkwxlydz 73 2 influenza influenza NN cord-296229-pkwxlydz 73 3 , , , cord-296229-pkwxlydz 73 4 10 10 CD cord-296229-pkwxlydz 73 5 -20 -20 CD cord-296229-pkwxlydz 73 6 % % NN cord-296229-pkwxlydz 73 7 of of IN cord-296229-pkwxlydz 73 8 infections infection NNS cord-296229-pkwxlydz 73 9 have have VBP cord-296229-pkwxlydz 73 10 been be VBN cord-296229-pkwxlydz 73 11 found find VBN cord-296229-pkwxlydz 73 12 to to TO cord-296229-pkwxlydz 73 13 be be VB cord-296229-pkwxlydz 73 14 asymptomatic asymptomatic JJ cord-296229-pkwxlydz 73 15 but but CC cord-296229-pkwxlydz 73 16 shedding shed VBG cord-296229-pkwxlydz 73 17 , , , cord-296229-pkwxlydz 73 18 although although IN cord-296229-pkwxlydz 73 19 at at IN cord-296229-pkwxlydz 73 20 lower low JJR cord-296229-pkwxlydz 73 21 viral viral JJ cord-296229-pkwxlydz 73 22 loads load NNS cord-296229-pkwxlydz 73 23 20,21 20,21 CD cord-296229-pkwxlydz 73 24 . . . cord-296229-pkwxlydz 74 1 For for IN cord-296229-pkwxlydz 74 2 SARS SARS NNP cord-296229-pkwxlydz 74 3 , , , cord-296229-pkwxlydz 74 4 7.5 7.5 CD cord-296229-pkwxlydz 74 5 % % NN cord-296229-pkwxlydz 74 6 of of IN cord-296229-pkwxlydz 74 7 exposed expose VBN cord-296229-pkwxlydz 74 8 and and CC cord-296229-pkwxlydz 74 9 seroconverted seroconverte VBD cord-296229-pkwxlydz 74 10 health health NN cord-296229-pkwxlydz 74 11 care care NN cord-296229-pkwxlydz 74 12 workers worker NNS cord-296229-pkwxlydz 74 13 were be VBD cord-296229-pkwxlydz 74 14 found find VBN cord-296229-pkwxlydz 74 15 to to TO cord-296229-pkwxlydz 74 16 not not RB cord-296229-pkwxlydz 74 17 have have VB cord-296229-pkwxlydz 74 18 displayed display VBN cord-296229-pkwxlydz 74 19 symptoms symptom NNS cord-296229-pkwxlydz 74 20 although although IN cord-296229-pkwxlydz 74 21 it -PRON- PRP cord-296229-pkwxlydz 74 22 is be VBZ cord-296229-pkwxlydz 74 23 unclear unclear JJ cord-296229-pkwxlydz 74 24 if if IN cord-296229-pkwxlydz 74 25 those those DT cord-296229-pkwxlydz 74 26 were be VBD cord-296229-pkwxlydz 74 27 also also RB cord-296229-pkwxlydz 74 28 effectively effectively RB cord-296229-pkwxlydz 74 29 transmitting transmit VBG cord-296229-pkwxlydz 74 30 22 22 CD cord-296229-pkwxlydz 74 31 . . . cord-296229-pkwxlydz 75 1 For for IN cord-296229-pkwxlydz 75 2 COVID-19 covid-19 VB cord-296229-pkwxlydz 75 3 the the DT cord-296229-pkwxlydz 75 4 proportion proportion NN cord-296229-pkwxlydz 75 5 of of IN cord-296229-pkwxlydz 75 6 pre pre JJ cord-296229-pkwxlydz 75 7 - - JJ cord-296229-pkwxlydz 75 8 symptomatic symptomatic JJ cord-296229-pkwxlydz 75 9 or or CC cord-296229-pkwxlydz 75 10 asymptomatic asymptomatic JJ cord-296229-pkwxlydz 75 11 infections infection NNS cord-296229-pkwxlydz 75 12 is be VBZ cord-296229-pkwxlydz 75 13 likely likely RB cord-296229-pkwxlydz 75 14 much much RB cord-296229-pkwxlydz 75 15 higher high JJR cord-296229-pkwxlydz 75 16 . . . cord-296229-pkwxlydz 76 1 During during IN cord-296229-pkwxlydz 76 2 an an DT cord-296229-pkwxlydz 76 3 outbreak outbreak NN cord-296229-pkwxlydz 76 4 aboard aboard IN cord-296229-pkwxlydz 76 5 a a DT cord-296229-pkwxlydz 76 6 cruise cruise NN cord-296229-pkwxlydz 76 7 ship ship NN cord-296229-pkwxlydz 76 8 , , , cord-296229-pkwxlydz 76 9 50 50 CD cord-296229-pkwxlydz 76 10 % % NN cord-296229-pkwxlydz 76 11 of of IN cord-296229-pkwxlydz 76 12 passengers passenger NNS cord-296229-pkwxlydz 76 13 who who WP cord-296229-pkwxlydz 76 14 tested test VBD cord-296229-pkwxlydz 76 15 positive positive JJ cord-296229-pkwxlydz 76 16 were be VBD cord-296229-pkwxlydz 76 17 asymptomatic asymptomatic JJ cord-296229-pkwxlydz 76 18 at at IN cord-296229-pkwxlydz 76 19 sample sample NN cord-296229-pkwxlydz 76 20 collection collection NN cord-296229-pkwxlydz 76 21 and and CC cord-296229-pkwxlydz 76 22 therefore therefore RB cord-296229-pkwxlydz 76 23 may may MD cord-296229-pkwxlydz 76 24 or or CC cord-296229-pkwxlydz 76 25 may may MD cord-296229-pkwxlydz 76 26 not not RB cord-296229-pkwxlydz 76 27 have have VB cord-296229-pkwxlydz 76 28 developed develop VBN cord-296229-pkwxlydz 76 29 symptoms symptom NNS cord-296229-pkwxlydz 76 30 at at IN cord-296229-pkwxlydz 76 31 some some DT cord-296229-pkwxlydz 76 32 point point NN cord-296229-pkwxlydz 76 33 later later RB cord-296229-pkwxlydz 76 34 on on IN cord-296229-pkwxlydz 76 35 6 6 CD cord-296229-pkwxlydz 76 36 . . . cord-296229-pkwxlydz 77 1 Whether whether IN cord-296229-pkwxlydz 77 2 asymptomatic asymptomatic JJ cord-296229-pkwxlydz 77 3 carriers carrier NNS cord-296229-pkwxlydz 77 4 are be VBP cord-296229-pkwxlydz 77 5 also also RB cord-296229-pkwxlydz 77 6 infectious infectious JJ cord-296229-pkwxlydz 77 7 has have VBZ cord-296229-pkwxlydz 77 8 not not RB cord-296229-pkwxlydz 77 9 yet yet RB cord-296229-pkwxlydz 77 10 been be VBN cord-296229-pkwxlydz 77 11 clearly clearly RB cord-296229-pkwxlydz 77 12 established establish VBN cord-296229-pkwxlydz 77 13 . . . cord-296229-pkwxlydz 78 1 Our -PRON- PRP$ cord-296229-pkwxlydz 78 2 work work NN cord-296229-pkwxlydz 78 3 is be VBZ cord-296229-pkwxlydz 78 4 based base VBN cord-296229-pkwxlydz 78 5 on on IN cord-296229-pkwxlydz 78 6 observations observation NNS cord-296229-pkwxlydz 78 7 of of IN cord-296229-pkwxlydz 78 8 eventually eventually RB cord-296229-pkwxlydz 78 9 symptomatic symptomatic JJ cord-296229-pkwxlydz 78 10 cases case NNS cord-296229-pkwxlydz 78 11 and and CC cord-296229-pkwxlydz 78 12 hence hence RB cord-296229-pkwxlydz 78 13 we -PRON- PRP cord-296229-pkwxlydz 78 14 implicitly implicitly RB cord-296229-pkwxlydz 78 15 assume assume VBP cord-296229-pkwxlydz 78 16 that that IN cord-296229-pkwxlydz 78 17 only only RB cord-296229-pkwxlydz 78 18 those those DT cord-296229-pkwxlydz 78 19 who who WP cord-296229-pkwxlydz 78 20 will will MD cord-296229-pkwxlydz 78 21 eventually eventually RB cord-296229-pkwxlydz 78 22 become become VB cord-296229-pkwxlydz 78 23 symptomatic symptomatic JJ cord-296229-pkwxlydz 78 24 can can MD cord-296229-pkwxlydz 78 25 effectively effectively RB cord-296229-pkwxlydz 78 26 transmit transmit VB cord-296229-pkwxlydz 78 27 . . . cord-296229-pkwxlydz 79 1 If if IN cord-296229-pkwxlydz 79 2 there there EX cord-296229-pkwxlydz 79 3 is be VBZ cord-296229-pkwxlydz 79 4 an an DT cord-296229-pkwxlydz 79 5 additional additional JJ cord-296229-pkwxlydz 79 6 role role NN cord-296229-pkwxlydz 79 7 for for IN cord-296229-pkwxlydz 79 8 asymptomatic asymptomatic JJ cord-296229-pkwxlydz 79 9 individuals individual NNS cord-296229-pkwxlydz 79 10 in in IN cord-296229-pkwxlydz 79 11 the the DT cord-296229-pkwxlydz 79 12 transmission transmission NN cord-296229-pkwxlydz 79 13 of of IN cord-296229-pkwxlydz 79 14 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 79 15 this this DT cord-296229-pkwxlydz 79 16 will will MD cord-296229-pkwxlydz 79 17 further further RB cord-296229-pkwxlydz 79 18 decrease decrease VB cord-296229-pkwxlydz 79 19 the the DT cord-296229-pkwxlydz 79 20 proportion proportion NN cord-296229-pkwxlydz 79 21 of of IN cord-296229-pkwxlydz 79 22 secondary secondary JJ cord-296229-pkwxlydz 79 23 infections infection NNS cord-296229-pkwxlydz 79 24 attributable attributable JJ cord-296229-pkwxlydz 79 25 to to IN cord-296229-pkwxlydz 79 26 symptomatic symptomatic JJ cord-296229-pkwxlydz 79 27 cases case NNS cord-296229-pkwxlydz 79 28 . . . cord-296229-pkwxlydz 80 1 Hence hence RB cord-296229-pkwxlydz 80 2 , , , cord-296229-pkwxlydz 80 3 our -PRON- PRP$ cord-296229-pkwxlydz 80 4 estimate estimate NN cord-296229-pkwxlydz 80 5 that that IN cord-296229-pkwxlydz 80 6 among among IN cord-296229-pkwxlydz 80 7 those those DT cord-296229-pkwxlydz 80 8 COIVD-19 coivd-19 JJ cord-296229-pkwxlydz 80 9 cases case NNS cord-296229-pkwxlydz 80 10 who who WP cord-296229-pkwxlydz 80 11 eventually eventually RB cord-296229-pkwxlydz 80 12 will will MD cord-296229-pkwxlydz 80 13 develop develop VB cord-296229-pkwxlydz 80 14 symptoms symptom NNS cord-296229-pkwxlydz 80 15 the the DT cord-296229-pkwxlydz 80 16 pre pre NNS cord-296229-pkwxlydz 80 17 - - NNS cord-296229-pkwxlydz 80 18 symptomatics symptomatic NNS cord-296229-pkwxlydz 80 19 substantially substantially RB cord-296229-pkwxlydz 80 20 contribute contribute VBP cord-296229-pkwxlydz 80 21 to to IN cord-296229-pkwxlydz 80 22 transmission transmission NN cord-296229-pkwxlydz 80 23 is be VBZ cord-296229-pkwxlydz 80 24 a a DT cord-296229-pkwxlydz 80 25 conservative conservative JJ cord-296229-pkwxlydz 80 26 approximation approximation NN cord-296229-pkwxlydz 80 27 for for IN cord-296229-pkwxlydz 80 28 the the DT cord-296229-pkwxlydz 80 29 contribution contribution NN cord-296229-pkwxlydz 80 30 of of IN cord-296229-pkwxlydz 80 31 individuals individual NNS cord-296229-pkwxlydz 80 32 without without IN cord-296229-pkwxlydz 80 33 symptoms symptom NNS cord-296229-pkwxlydz 80 34 to to IN cord-296229-pkwxlydz 80 35 COVID-19 covid-19 VB cord-296229-pkwxlydz 80 36 transmission transmission NN cord-296229-pkwxlydz 80 37 . . . cord-296229-pkwxlydz 81 1 A a DT cord-296229-pkwxlydz 81 2 key key JJ cord-296229-pkwxlydz 81 3 limitation limitation NN cord-296229-pkwxlydz 81 4 for for IN cord-296229-pkwxlydz 81 5 this this DT cord-296229-pkwxlydz 81 6 study study NN cord-296229-pkwxlydz 81 7 is be VBZ cord-296229-pkwxlydz 81 8 that that IN cord-296229-pkwxlydz 81 9 we -PRON- PRP cord-296229-pkwxlydz 81 10 had have VBD cord-296229-pkwxlydz 81 11 to to TO cord-296229-pkwxlydz 81 12 use use VB cord-296229-pkwxlydz 81 13 populationlevel populationlevel NNP cord-296229-pkwxlydz 81 14 estimates estimate NNS cord-296229-pkwxlydz 81 15 rather rather RB cord-296229-pkwxlydz 81 16 than than IN cord-296229-pkwxlydz 81 17 individual individual JJ cord-296229-pkwxlydz 81 18 - - HYPH cord-296229-pkwxlydz 81 19 level level NN cord-296229-pkwxlydz 81 20 estimates estimate NNS cord-296229-pkwxlydz 81 21 for for IN cord-296229-pkwxlydz 81 22 the the DT cord-296229-pkwxlydz 81 23 incubation incubation NN cord-296229-pkwxlydz 81 24 period period NN cord-296229-pkwxlydz 81 25 and and CC cord-296229-pkwxlydz 81 26 the the DT cord-296229-pkwxlydz 81 27 serial serial JJ cord-296229-pkwxlydz 81 28 interval interval NN cord-296229-pkwxlydz 81 29 . . . cord-296229-pkwxlydz 82 1 We -PRON- PRP cord-296229-pkwxlydz 82 2 address address VBP cord-296229-pkwxlydz 82 3 biases bias NNS cord-296229-pkwxlydz 82 4 potentially potentially RB cord-296229-pkwxlydz 82 5 arising arise VBG cord-296229-pkwxlydz 82 6 from from IN cord-296229-pkwxlydz 82 7 the the DT cord-296229-pkwxlydz 82 8 correlation correlation NN cord-296229-pkwxlydz 82 9 of of IN cord-296229-pkwxlydz 82 10 the the DT cord-296229-pkwxlydz 82 11 two two CD cord-296229-pkwxlydz 82 12 estimates estimate NNS cord-296229-pkwxlydz 82 13 on on IN cord-296229-pkwxlydz 82 14 the the DT cord-296229-pkwxlydz 82 15 individual individual JJ cord-296229-pkwxlydz 82 16 level level NN cord-296229-pkwxlydz 82 17 by by IN cord-296229-pkwxlydz 82 18 estimating estimate VBG cord-296229-pkwxlydz 82 19 the the DT cord-296229-pkwxlydz 82 20 sensitivity sensitivity NN cord-296229-pkwxlydz 82 21 of of IN cord-296229-pkwxlydz 82 22 estimates estimate NNS cord-296229-pkwxlydz 82 23 to to IN cord-296229-pkwxlydz 82 24 the the DT cord-296229-pkwxlydz 82 25 assumption assumption NN cord-296229-pkwxlydz 82 26 of of IN cord-296229-pkwxlydz 82 27 positive positive JJ cord-296229-pkwxlydz 82 28 or or CC cord-296229-pkwxlydz 82 29 negative negative JJ cord-296229-pkwxlydz 82 30 correlation correlation NN cord-296229-pkwxlydz 82 31 . . . cord-296229-pkwxlydz 83 1 Additionally additionally RB cord-296229-pkwxlydz 83 2 , , , cord-296229-pkwxlydz 83 3 our -PRON- PRP$ cord-296229-pkwxlydz 83 4 estimates estimate NNS cord-296229-pkwxlydz 83 5 are be VBP cord-296229-pkwxlydz 83 6 in in IN cord-296229-pkwxlydz 83 7 essence essence NN cord-296229-pkwxlydz 83 8 estimating estimate VBG cord-296229-pkwxlydz 83 9 the the DT cord-296229-pkwxlydz 83 10 proportion proportion NN cord-296229-pkwxlydz 83 11 of of IN cord-296229-pkwxlydz 83 12 pre pre JJ cord-296229-pkwxlydz 83 13 - - JJ cord-296229-pkwxlydz 83 14 symptomatic symptomatic JJ cord-296229-pkwxlydz 83 15 transmission transmission NN cord-296229-pkwxlydz 83 16 from from IN cord-296229-pkwxlydz 83 17 the the DT cord-296229-pkwxlydz 83 18 amount amount NN cord-296229-pkwxlydz 83 19 of of IN cord-296229-pkwxlydz 83 20 overlap overlap NN cord-296229-pkwxlydz 83 21 of of IN cord-296229-pkwxlydz 83 22 the the DT cord-296229-pkwxlydz 83 23 incubation incubation NN cord-296229-pkwxlydz 83 24 period period NN cord-296229-pkwxlydz 83 25 distribution distribution NN cord-296229-pkwxlydz 83 26 and and CC cord-296229-pkwxlydz 83 27 the the DT cord-296229-pkwxlydz 83 28 serial serial JJ cord-296229-pkwxlydz 83 29 interval interval NN cord-296229-pkwxlydz 83 30 distribution distribution NN cord-296229-pkwxlydz 83 31 . . . cord-296229-pkwxlydz 84 1 If if IN cord-296229-pkwxlydz 84 2 the the DT cord-296229-pkwxlydz 84 3 heterogeneity heterogeneity NN cord-296229-pkwxlydz 84 4 observed observe VBN cord-296229-pkwxlydz 84 5 in in IN cord-296229-pkwxlydz 84 6 either either DT cord-296229-pkwxlydz 84 7 distribution distribution NN cord-296229-pkwxlydz 84 8 was be VBD cord-296229-pkwxlydz 84 9 originated originate VBN cord-296229-pkwxlydz 84 10 in in IN cord-296229-pkwxlydz 84 11 measurement measurement NN cord-296229-pkwxlydz 84 12 bias bias NN cord-296229-pkwxlydz 84 13 rather rather RB cord-296229-pkwxlydz 84 14 than than IN cord-296229-pkwxlydz 84 15 in in IN cord-296229-pkwxlydz 84 16 actual actual NN cord-296229-pkwxlydz 84 17 between between IN cord-296229-pkwxlydz 84 18 individual individual JJ cord-296229-pkwxlydz 84 19 heterogeneity heterogeneity NN cord-296229-pkwxlydz 84 20 of of IN cord-296229-pkwxlydz 84 21 the the DT cord-296229-pkwxlydz 84 22 infection infection NN cord-296229-pkwxlydz 84 23 process process NN cord-296229-pkwxlydz 84 24 , , , cord-296229-pkwxlydz 84 25 then then RB cord-296229-pkwxlydz 84 26 we -PRON- PRP cord-296229-pkwxlydz 84 27 would would MD cord-296229-pkwxlydz 84 28 overestimate overestimate VB cord-296229-pkwxlydz 84 29 the the DT cord-296229-pkwxlydz 84 30 role role NN cord-296229-pkwxlydz 84 31 of of IN cord-296229-pkwxlydz 84 32 pre pre JJ cord-296229-pkwxlydz 84 33 - - JJ cord-296229-pkwxlydz 84 34 symptomatic symptomatic JJ cord-296229-pkwxlydz 84 35 transmission transmission NN cord-296229-pkwxlydz 84 36 . . . cord-296229-pkwxlydz 85 1 In in IN cord-296229-pkwxlydz 85 2 our -PRON- PRP$ cord-296229-pkwxlydz 85 3 sensitivity sensitivity NN cord-296229-pkwxlydz 85 4 analyses analysis NNS cord-296229-pkwxlydz 85 5 , , , cord-296229-pkwxlydz 85 6 we -PRON- PRP cord-296229-pkwxlydz 85 7 find find VBP cord-296229-pkwxlydz 85 8 similar similar JJ cord-296229-pkwxlydz 85 9 estimates estimate NNS cord-296229-pkwxlydz 85 10 for for IN cord-296229-pkwxlydz 85 11 other other JJ cord-296229-pkwxlydz 85 12 settings setting NNS cord-296229-pkwxlydz 85 13 indicating indicate VBG cord-296229-pkwxlydz 85 14 that that IN cord-296229-pkwxlydz 85 15 the the DT cord-296229-pkwxlydz 85 16 observed observed JJ cord-296229-pkwxlydz 85 17 heterogeneity heterogeneity NN cord-296229-pkwxlydz 85 18 in in IN cord-296229-pkwxlydz 85 19 Shenzhen Shenzhen NNP cord-296229-pkwxlydz 85 20 is be VBZ cord-296229-pkwxlydz 85 21 unlikely unlikely JJ cord-296229-pkwxlydz 85 22 to to TO cord-296229-pkwxlydz 85 23 be be VB cord-296229-pkwxlydz 85 24 purely purely RB cord-296229-pkwxlydz 85 25 an an DT cord-296229-pkwxlydz 85 26 observation observation NN cord-296229-pkwxlydz 85 27 artefact artefact NN cord-296229-pkwxlydz 85 28 . . . cord-296229-pkwxlydz 86 1 However however RB cord-296229-pkwxlydz 86 2 , , , cord-296229-pkwxlydz 86 3 our -PRON- PRP$ cord-296229-pkwxlydz 86 4 study study NN cord-296229-pkwxlydz 86 5 supports support VBZ cord-296229-pkwxlydz 86 6 the the DT cord-296229-pkwxlydz 86 7 World World NNP cord-296229-pkwxlydz 86 8 Health Health NNP cord-296229-pkwxlydz 86 9 Organization Organization NNP cord-296229-pkwxlydz 86 10 's 's POS cord-296229-pkwxlydz 86 11 prioritisation prioritisation NN cord-296229-pkwxlydz 86 12 for for IN cord-296229-pkwxlydz 86 13 epidemiological epidemiological JJ cord-296229-pkwxlydz 86 14 studies study NNS cord-296229-pkwxlydz 86 15 , , , cord-296229-pkwxlydz 86 16 ideally ideally RB cord-296229-pkwxlydz 86 17 individual individual JJ cord-296229-pkwxlydz 86 18 - - HYPH cord-296229-pkwxlydz 86 19 level level NN cord-296229-pkwxlydz 86 20 observations observation NNS cord-296229-pkwxlydz 86 21 , , , cord-296229-pkwxlydz 86 22 to to TO cord-296229-pkwxlydz 86 23 further further RB cord-296229-pkwxlydz 86 24 enhance enhance VB cord-296229-pkwxlydz 86 25 the the DT cord-296229-pkwxlydz 86 26 evidence evidence NN cord-296229-pkwxlydz 86 27 base base NN cord-296229-pkwxlydz 86 28 around around IN cord-296229-pkwxlydz 86 29 the the DT cord-296229-pkwxlydz 86 30 role role NN cord-296229-pkwxlydz 86 31 of of IN cord-296229-pkwxlydz 86 32 pre pre JJ cord-296229-pkwxlydz 86 33 - - JJ cord-296229-pkwxlydz 86 34 symptomatic symptomatic JJ cord-296229-pkwxlydz 86 35 transmission transmission NN cord-296229-pkwxlydz 86 36 for for IN cord-296229-pkwxlydz 86 37 COVID-19 covid-19 CD cord-296229-pkwxlydz 86 38 23 23 CD cord-296229-pkwxlydz 86 39 . . . cord-296229-pkwxlydz 87 1 In in IN cord-296229-pkwxlydz 87 2 summary summary NN cord-296229-pkwxlydz 87 3 , , , cord-296229-pkwxlydz 87 4 we -PRON- PRP cord-296229-pkwxlydz 87 5 find find VBP cord-296229-pkwxlydz 87 6 that that IN cord-296229-pkwxlydz 87 7 pre pre JJ cord-296229-pkwxlydz 87 8 - - JJ cord-296229-pkwxlydz 87 9 symptomatic symptomatic JJ cord-296229-pkwxlydz 87 10 transmission transmission NN cord-296229-pkwxlydz 87 11 may may MD cord-296229-pkwxlydz 87 12 play play VB cord-296229-pkwxlydz 87 13 a a DT cord-296229-pkwxlydz 87 14 key key JJ cord-296229-pkwxlydz 87 15 role role NN cord-296229-pkwxlydz 87 16 in in IN cord-296229-pkwxlydz 87 17 the the DT cord-296229-pkwxlydz 87 18 epidemiology epidemiology NN cord-296229-pkwxlydz 87 19 of of IN cord-296229-pkwxlydz 87 20 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 87 21 . . . cord-296229-pkwxlydz 88 1 Given give VBN cord-296229-pkwxlydz 88 2 the the DT cord-296229-pkwxlydz 88 3 relevance relevance NN cord-296229-pkwxlydz 88 4 of of IN cord-296229-pkwxlydz 88 5 pre pre JJ cord-296229-pkwxlydz 88 6 - - JJ cord-296229-pkwxlydz 88 7 symptomatic symptomatic JJ cord-296229-pkwxlydz 88 8 transmission transmission NN cord-296229-pkwxlydz 88 9 for for IN cord-296229-pkwxlydz 88 10 control control NN cord-296229-pkwxlydz 88 11 and and CC cord-296229-pkwxlydz 88 12 mitigation mitigation NN cord-296229-pkwxlydz 88 13 efforts effort NNS cord-296229-pkwxlydz 88 14 , , , cord-296229-pkwxlydz 88 15 additional additional JJ cord-296229-pkwxlydz 88 16 studies study NNS cord-296229-pkwxlydz 88 17 are be VBP cord-296229-pkwxlydz 88 18 urgently urgently RB cord-296229-pkwxlydz 88 19 needed need VBN cord-296229-pkwxlydz 88 20 to to TO cord-296229-pkwxlydz 88 21 reduce reduce VB cord-296229-pkwxlydz 88 22 the the DT cord-296229-pkwxlydz 88 23 uncertainty uncertainty NN cord-296229-pkwxlydz 88 24 in in IN cord-296229-pkwxlydz 88 25 the the DT cord-296229-pkwxlydz 88 26 role role NN cord-296229-pkwxlydz 88 27 of of IN cord-296229-pkwxlydz 88 28 pre pre JJ cord-296229-pkwxlydz 88 29 - - JJ cord-296229-pkwxlydz 88 30 symptomatic symptomatic JJ cord-296229-pkwxlydz 88 31 transmission transmission NN cord-296229-pkwxlydz 88 32 . . . cord-296229-pkwxlydz 89 1 Source source NN cord-296229-pkwxlydz 89 2 data datum NNS cord-296229-pkwxlydz 90 1 This this DT cord-296229-pkwxlydz 90 2 project project NN cord-296229-pkwxlydz 90 3 does do VBZ cord-296229-pkwxlydz 90 4 not not RB cord-296229-pkwxlydz 90 5 involve involve VB cord-296229-pkwxlydz 90 6 any any DT cord-296229-pkwxlydz 90 7 primary primary JJ cord-296229-pkwxlydz 90 8 data data NN cord-296229-pkwxlydz 90 9 collection collection NN cord-296229-pkwxlydz 90 10 . . . cord-296229-pkwxlydz 91 1 All all DT cord-296229-pkwxlydz 91 2 data datum NNS cord-296229-pkwxlydz 91 3 used use VBN cord-296229-pkwxlydz 91 4 are be VBP cord-296229-pkwxlydz 91 5 based base VBN cord-296229-pkwxlydz 91 6 on on IN cord-296229-pkwxlydz 91 7 references reference NNS cord-296229-pkwxlydz 91 8 15 15 CD cord-296229-pkwxlydz 91 9 , , , cord-296229-pkwxlydz 91 10 16 16 CD cord-296229-pkwxlydz 91 11 , , , cord-296229-pkwxlydz 91 12 and and CC cord-296229-pkwxlydz 91 13 17 17 CD cord-296229-pkwxlydz 91 14 . . . cord-296229-pkwxlydz 92 1 More More JJR cord-296229-pkwxlydz 92 2 specifically specifically RB cord-296229-pkwxlydz 92 3 : : : cord-296229-pkwxlydz 92 4 I -PRON- PRP cord-296229-pkwxlydz 92 5 have have VBP cord-296229-pkwxlydz 92 6 only only RB cord-296229-pkwxlydz 92 7 few few JJ cord-296229-pkwxlydz 92 8 remarks remark NNS cord-296229-pkwxlydz 92 9 listed list VBN cord-296229-pkwxlydz 92 10 below below RB cord-296229-pkwxlydz 92 11 . . . cord-296229-pkwxlydz 93 1 Remarks remark NNS cord-296229-pkwxlydz 93 2 : : : cord-296229-pkwxlydz 93 3 Table table NN cord-296229-pkwxlydz 93 4 1 1 CD cord-296229-pkwxlydz 93 5 : : : cord-296229-pkwxlydz 94 1 It -PRON- PRP cord-296229-pkwxlydz 94 2 would would MD cord-296229-pkwxlydz 94 3 interesting interesting JJ cord-296229-pkwxlydz 94 4 if if IN cord-296229-pkwxlydz 94 5 the the DT cord-296229-pkwxlydz 94 6 authors author NNS cord-296229-pkwxlydz 94 7 could could MD cord-296229-pkwxlydz 94 8 give give VB cord-296229-pkwxlydz 94 9 some some DT cord-296229-pkwxlydz 94 10 insight insight NN cord-296229-pkwxlydz 94 11 on on IN cord-296229-pkwxlydz 94 12 " " `` cord-296229-pkwxlydz 94 13 fully fully RB cord-296229-pkwxlydz 94 14 anti anti JJ cord-296229-pkwxlydz 94 15 - - JJ cord-296229-pkwxlydz 94 16 correlated correlated JJ cord-296229-pkwxlydz 94 17 " " '' cord-296229-pkwxlydz 94 18 SI si NN cord-296229-pkwxlydz 94 19 and and CC cord-296229-pkwxlydz 94 20 incubation incubation NN cord-296229-pkwxlydz 94 21 period period NN cord-296229-pkwxlydz 94 22 . . . cord-296229-pkwxlydz 95 1 Under under IN cord-296229-pkwxlydz 95 2 which which WDT cord-296229-pkwxlydz 95 3 circumstances circumstance NNS cord-296229-pkwxlydz 95 4 , , , cord-296229-pkwxlydz 95 5 may may MD cord-296229-pkwxlydz 95 6 this this DT cord-296229-pkwxlydz 95 7 happen happen VB cord-296229-pkwxlydz 95 8 ? ? . cord-296229-pkwxlydz 96 1 I -PRON- PRP cord-296229-pkwxlydz 96 2 could could MD cord-296229-pkwxlydz 96 3 imagine imagine VB cord-296229-pkwxlydz 96 4 uncorrelated uncorrelated JJ cord-296229-pkwxlydz 96 5 and and CC cord-296229-pkwxlydz 96 6 fully fully RB cord-296229-pkwxlydz 96 7 correlated correlate VBN cord-296229-pkwxlydz 96 8 cases case NNS cord-296229-pkwxlydz 96 9 , , , cord-296229-pkwxlydz 96 10 probably probably RB cord-296229-pkwxlydz 96 11 , , , cord-296229-pkwxlydz 96 12 partially partially RB cord-296229-pkwxlydz 96 13 anti anti JJ cord-296229-pkwxlydz 96 14 - - JJ cord-296229-pkwxlydz 96 15 correlated correlated JJ cord-296229-pkwxlydz 96 16 , , , cord-296229-pkwxlydz 96 17 but but CC cord-296229-pkwxlydz 96 18 it -PRON- PRP cord-296229-pkwxlydz 96 19 was be VBD cord-296229-pkwxlydz 96 20 difficult difficult JJ cord-296229-pkwxlydz 96 21 for for IN cord-296229-pkwxlydz 96 22 me -PRON- PRP cord-296229-pkwxlydz 96 23 to to TO cord-296229-pkwxlydz 96 24 imagine imagine VB cord-296229-pkwxlydz 96 25 the the DT cord-296229-pkwxlydz 96 26 setting setting NN cord-296229-pkwxlydz 96 27 of of IN cord-296229-pkwxlydz 96 28 fully fully RB cord-296229-pkwxlydz 96 29 anti anti JJ cord-296229-pkwxlydz 96 30 - - JJ cord-296229-pkwxlydz 96 31 correlated correlate VBN cord-296229-pkwxlydz 96 32 cases case NNS cord-296229-pkwxlydz 96 33 . . . cord-296229-pkwxlydz 97 1 Typos typo NNS cord-296229-pkwxlydz 97 2 , , , cord-296229-pkwxlydz 97 3 etc etc FW cord-296229-pkwxlydz 97 4 : : : cord-296229-pkwxlydz 97 5 Page page NN cord-296229-pkwxlydz 97 6 6 6 CD cord-296229-pkwxlydz 97 7 , , , cord-296229-pkwxlydz 97 8 sixth sixth JJ cord-296229-pkwxlydz 97 9 line line NN cord-296229-pkwxlydz 97 10 from from IN cord-296229-pkwxlydz 97 11 above above RB cord-296229-pkwxlydz 97 12 : : : cord-296229-pkwxlydz 97 13 probably probably RB cord-296229-pkwxlydz 97 14 , , , cord-296229-pkwxlydz 97 15 the the DT cord-296229-pkwxlydz 97 16 authors author NNS cord-296229-pkwxlydz 97 17 could could MD cord-296229-pkwxlydz 97 18 specify specify VB cord-296229-pkwxlydz 97 19 that that IN cord-296229-pkwxlydz 97 20 it -PRON- PRP cord-296229-pkwxlydz 97 21 was be VBD cord-296229-pkwxlydz 97 22 the the DT cord-296229-pkwxlydz 97 23 Diamond Diamond NNP cord-296229-pkwxlydz 97 24 Princess Princess NNP cord-296229-pkwxlydz 97 25 cruise cruise NN cord-296229-pkwxlydz 97 26 ship ship NN cord-296229-pkwxlydz 97 27 docked dock VBN cord-296229-pkwxlydz 97 28 in in IN cord-296229-pkwxlydz 97 29 Japan Japan NNP cord-296229-pkwxlydz 97 30 . . . cord-296229-pkwxlydz 98 1 Figure figure NN cord-296229-pkwxlydz 98 2 3 3 CD cord-296229-pkwxlydz 98 3 : : : cord-296229-pkwxlydz 99 1 I -PRON- PRP cord-296229-pkwxlydz 99 2 would would MD cord-296229-pkwxlydz 99 3 recommend recommend VB cord-296229-pkwxlydz 99 4 to to TO cord-296229-pkwxlydz 99 5 make make VB cord-296229-pkwxlydz 99 6 the the DT cord-296229-pkwxlydz 99 7 lines line NNS cord-296229-pkwxlydz 99 8 grey grey JJ cord-296229-pkwxlydz 99 9 and and CC cord-296229-pkwxlydz 99 10 a a DT cord-296229-pkwxlydz 99 11 bit bit NN cord-296229-pkwxlydz 99 12 transparent transparent JJ cord-296229-pkwxlydz 99 13 , , , cord-296229-pkwxlydz 99 14 so so CC cord-296229-pkwxlydz 99 15 the the DT cord-296229-pkwxlydz 99 16 reader reader NN cord-296229-pkwxlydz 99 17 would would MD cord-296229-pkwxlydz 99 18 be be VB cord-296229-pkwxlydz 99 19 Figure figure NN cord-296229-pkwxlydz 99 20 3 3 CD cord-296229-pkwxlydz 100 1 : : : cord-296229-pkwxlydz 100 2 I -PRON- PRP cord-296229-pkwxlydz 100 3 would would MD cord-296229-pkwxlydz 100 4 recommend recommend VB cord-296229-pkwxlydz 100 5 to to TO cord-296229-pkwxlydz 100 6 make make VB cord-296229-pkwxlydz 100 7 the the DT cord-296229-pkwxlydz 100 8 lines line NNS cord-296229-pkwxlydz 100 9 grey grey JJ cord-296229-pkwxlydz 100 10 and and CC cord-296229-pkwxlydz 100 11 a a DT cord-296229-pkwxlydz 100 12 bit bit NN cord-296229-pkwxlydz 100 13 transparent transparent JJ cord-296229-pkwxlydz 100 14 , , , cord-296229-pkwxlydz 100 15 so so CC cord-296229-pkwxlydz 100 16 the the DT cord-296229-pkwxlydz 100 17 reader reader NN cord-296229-pkwxlydz 100 18 would would MD cord-296229-pkwxlydz 100 19 be be VB cord-296229-pkwxlydz 100 20 able able JJ cord-296229-pkwxlydz 100 21 to to TO cord-296229-pkwxlydz 100 22 distinguish distinguish VB cord-296229-pkwxlydz 100 23 between between IN cord-296229-pkwxlydz 100 24 individual individual JJ cord-296229-pkwxlydz 100 25 lines line NNS cord-296229-pkwxlydz 100 26 . . . cord-296229-pkwxlydz 101 1 Github Github NNP cord-296229-pkwxlydz 101 2 repo repo NN cord-296229-pkwxlydz 101 3 ( ( -LRB- cord-296229-pkwxlydz 101 4 very very RB cord-296229-pkwxlydz 101 5 optional optional JJ cord-296229-pkwxlydz 101 6 ) ) -RRB- cord-296229-pkwxlydz 102 1 : : : cord-296229-pkwxlydz 102 2 the the DT cord-296229-pkwxlydz 102 3 author author NN cord-296229-pkwxlydz 102 4 could could MD cord-296229-pkwxlydz 102 5 improve improve VB cord-296229-pkwxlydz 102 6 their -PRON- PRP$ cord-296229-pkwxlydz 102 7 README.md README.md NNP cord-296229-pkwxlydz 102 8 file file NN cord-296229-pkwxlydz 102 9 , , , cord-296229-pkwxlydz 102 10 so so RB cord-296229-pkwxlydz 102 11 to to TO cord-296229-pkwxlydz 102 12 make make VB cord-296229-pkwxlydz 102 13 it -PRON- PRP cord-296229-pkwxlydz 102 14 as as IN cord-296229-pkwxlydz 102 15 a a DT cord-296229-pkwxlydz 102 16 graphical graphical JJ cord-296229-pkwxlydz 102 17 abstract abstract NN cord-296229-pkwxlydz 102 18 of of IN cord-296229-pkwxlydz 102 19 their -PRON- PRP$ cord-296229-pkwxlydz 102 20 paper paper NN cord-296229-pkwxlydz 102 21 . . . cord-296229-pkwxlydz 103 1 This this DT cord-296229-pkwxlydz 103 2 may may MD cord-296229-pkwxlydz 103 3 help help VB cord-296229-pkwxlydz 103 4 to to TO cord-296229-pkwxlydz 103 5 ease ease VB cord-296229-pkwxlydz 103 6 the the DT cord-296229-pkwxlydz 103 7 access access NN cord-296229-pkwxlydz 103 8 to to IN cord-296229-pkwxlydz 103 9 the the DT cord-296229-pkwxlydz 103 10 repo repo NN cord-296229-pkwxlydz 103 11 for for IN cord-296229-pkwxlydz 103 12 the the DT cord-296229-pkwxlydz 103 13 readers reader NNS cord-296229-pkwxlydz 103 14 . . . cord-296229-pkwxlydz 104 1 Is be VBZ cord-296229-pkwxlydz 104 2 the the DT cord-296229-pkwxlydz 104 3 study study NN cord-296229-pkwxlydz 104 4 design design NN cord-296229-pkwxlydz 104 5 appropriate appropriate JJ cord-296229-pkwxlydz 104 6 and and CC cord-296229-pkwxlydz 104 7 is be VBZ cord-296229-pkwxlydz 104 8 the the DT cord-296229-pkwxlydz 104 9 work work NN cord-296229-pkwxlydz 104 10 technically technically RB cord-296229-pkwxlydz 104 11 sound sound JJ cord-296229-pkwxlydz 104 12 ? ? . cord-296229-pkwxlydz 105 1 Yes yes UH cord-296229-pkwxlydz 105 2 If if IN cord-296229-pkwxlydz 105 3 applicable applicable JJ cord-296229-pkwxlydz 105 4 , , , cord-296229-pkwxlydz 105 5 is be VBZ cord-296229-pkwxlydz 105 6 the the DT cord-296229-pkwxlydz 105 7 statistical statistical JJ cord-296229-pkwxlydz 105 8 analysis analysis NN cord-296229-pkwxlydz 105 9 and and CC cord-296229-pkwxlydz 105 10 its -PRON- PRP$ cord-296229-pkwxlydz 105 11 interpretation interpretation NN cord-296229-pkwxlydz 105 12 appropriate appropriate JJ cord-296229-pkwxlydz 105 13 ? ? . cord-296229-pkwxlydz 106 1 Yes yes UH cord-296229-pkwxlydz 106 2 1 1 CD cord-296229-pkwxlydz 106 3 . . . cord-296229-pkwxlydz 107 1 variability variability NN cord-296229-pkwxlydz 107 2 / / SYM cord-296229-pkwxlydz 107 3 uncertainty uncertainty NN cord-296229-pkwxlydz 107 4 through through IN cord-296229-pkwxlydz 107 5 sensitivity sensitivity NN cord-296229-pkwxlydz 107 6 analyses analysis NNS cord-296229-pkwxlydz 107 7 . . . cord-296229-pkwxlydz 108 1 Figure figure NN cord-296229-pkwxlydz 108 2 3 3 CD cord-296229-pkwxlydz 108 3 is be VBZ cord-296229-pkwxlydz 108 4 difficult difficult JJ cord-296229-pkwxlydz 108 5 to to TO cord-296229-pkwxlydz 108 6 read read VB cord-296229-pkwxlydz 108 7 , , , cord-296229-pkwxlydz 108 8 can can MD cord-296229-pkwxlydz 108 9 you -PRON- PRP cord-296229-pkwxlydz 108 10 use use VB cord-296229-pkwxlydz 108 11 semitransparency semitransparency NN cord-296229-pkwxlydz 108 12 to to TO cord-296229-pkwxlydz 108 13 distinguish distinguish VB cord-296229-pkwxlydz 108 14 the the DT cord-296229-pkwxlydz 108 15 density density NN cord-296229-pkwxlydz 108 16 of of IN cord-296229-pkwxlydz 108 17 simulated simulated JJ cord-296229-pkwxlydz 108 18 lines line NNS cord-296229-pkwxlydz 108 19 ? ? . cord-296229-pkwxlydz 109 1 Do do VBP cord-296229-pkwxlydz 109 2 you -PRON- PRP cord-296229-pkwxlydz 109 3 have have VB cord-296229-pkwxlydz 109 4 any any DT cord-296229-pkwxlydz 109 5 estimate estimate NN cord-296229-pkwxlydz 109 6 of of IN cord-296229-pkwxlydz 109 7 how how WRB cord-296229-pkwxlydz 109 8 early early JJ cord-296229-pkwxlydz 109 9 people people NNS cord-296229-pkwxlydz 109 10 might may MD cord-296229-pkwxlydz 109 11 become become VB cord-296229-pkwxlydz 109 12 contagious contagious JJ cord-296229-pkwxlydz 109 13 before before IN cord-296229-pkwxlydz 109 14 symptom symptom NN cord-296229-pkwxlydz 109 15 onset onset NN cord-296229-pkwxlydz 109 16 ? ? . cord-296229-pkwxlydz 110 1 In in IN cord-296229-pkwxlydz 110 2 Figure figure NN cord-296229-pkwxlydz 110 3 3 3 CD cord-296229-pkwxlydz 110 4 you -PRON- PRP cord-296229-pkwxlydz 110 5 show show VBP cord-296229-pkwxlydz 110 6 infectivity infectivity NN cord-296229-pkwxlydz 110 7 is be VBZ cord-296229-pkwxlydz 110 8 persisting persist VBG cord-296229-pkwxlydz 110 9 for for IN cord-296229-pkwxlydz 110 10 up up IN cord-296229-pkwxlydz 110 11 to to TO cord-296229-pkwxlydz 110 12 a a DT cord-296229-pkwxlydz 110 13 week week NN cord-296229-pkwxlydz 110 14 after after IN cord-296229-pkwxlydz 110 15 onset onset NN cord-296229-pkwxlydz 110 16 , , , cord-296229-pkwxlydz 110 17 but but CC cord-296229-pkwxlydz 110 18 how how WRB cord-296229-pkwxlydz 110 19 many many JJ cord-296229-pkwxlydz 110 20 days day NNS cord-296229-pkwxlydz 110 21 before before IN cord-296229-pkwxlydz 110 22 onset onset NN cord-296229-pkwxlydz 110 23 did do VBD cord-296229-pkwxlydz 110 24 infectiousness infectiousness NN cord-296229-pkwxlydz 110 25 start start VB cord-296229-pkwxlydz 110 26 ? ? . cord-296229-pkwxlydz 111 1 Is be VBZ cord-296229-pkwxlydz 111 2 the the DT cord-296229-pkwxlydz 111 3 study study NN cord-296229-pkwxlydz 111 4 design design NN cord-296229-pkwxlydz 111 5 appropriate appropriate JJ cord-296229-pkwxlydz 111 6 and and CC cord-296229-pkwxlydz 111 7 is be VBZ cord-296229-pkwxlydz 111 8 the the DT cord-296229-pkwxlydz 111 9 work work NN cord-296229-pkwxlydz 111 10 technically technically RB cord-296229-pkwxlydz 111 11 sound sound JJ cord-296229-pkwxlydz 111 12 ? ? . cord-296229-pkwxlydz 112 1 Yes yes UH cord-296229-pkwxlydz 112 2 Are be VBP cord-296229-pkwxlydz 112 3 all all PDT cord-296229-pkwxlydz 112 4 the the DT cord-296229-pkwxlydz 112 5 source source NN cord-296229-pkwxlydz 112 6 data datum NNS cord-296229-pkwxlydz 112 7 underlying underlie VBG cord-296229-pkwxlydz 112 8 the the DT cord-296229-pkwxlydz 112 9 results result NNS cord-296229-pkwxlydz 112 10 available available JJ cord-296229-pkwxlydz 112 11 to to TO cord-296229-pkwxlydz 112 12 ensure ensure VB cord-296229-pkwxlydz 112 13 full full JJ cord-296229-pkwxlydz 112 14 reproducibility reproducibility NN cord-296229-pkwxlydz 112 15 ? ? . cord-296229-pkwxlydz 113 1 Yes yes UH cord-296229-pkwxlydz 113 2 No no DT cord-296229-pkwxlydz 113 3 competing compete VBG cord-296229-pkwxlydz 113 4 interests interest NNS cord-296229-pkwxlydz 113 5 were be VBD cord-296229-pkwxlydz 113 6 disclosed disclose VBN cord-296229-pkwxlydz 113 7 . . . cord-296229-pkwxlydz 114 1 Reviewer Reviewer NNP cord-296229-pkwxlydz 114 2 Expertise Expertise NNP cord-296229-pkwxlydz 114 3 : : : cord-296229-pkwxlydz 115 1 Infectious infectious JJ cord-296229-pkwxlydz 115 2 disease disease NN cord-296229-pkwxlydz 115 3 epidemiology epidemiology NN cord-296229-pkwxlydz 116 1 I -PRON- PRP cord-296229-pkwxlydz 116 2 confirm confirm VBP cord-296229-pkwxlydz 116 3 that that IN cord-296229-pkwxlydz 116 4 I -PRON- PRP cord-296229-pkwxlydz 116 5 have have VBP cord-296229-pkwxlydz 116 6 read read VBN cord-296229-pkwxlydz 116 7 this this DT cord-296229-pkwxlydz 116 8 submission submission NN cord-296229-pkwxlydz 116 9 and and CC cord-296229-pkwxlydz 116 10 believe believe VBP cord-296229-pkwxlydz 116 11 that that IN cord-296229-pkwxlydz 116 12 I -PRON- PRP cord-296229-pkwxlydz 116 13 have have VBP cord-296229-pkwxlydz 116 14 an an DT cord-296229-pkwxlydz 116 15 appropriate appropriate JJ cord-296229-pkwxlydz 116 16 level level NN cord-296229-pkwxlydz 116 17 of of IN cord-296229-pkwxlydz 116 18 expertise expertise NN cord-296229-pkwxlydz 116 19 to to TO cord-296229-pkwxlydz 116 20 confirm confirm VB cord-296229-pkwxlydz 116 21 that that IN cord-296229-pkwxlydz 116 22 it -PRON- PRP cord-296229-pkwxlydz 116 23 is be VBZ cord-296229-pkwxlydz 116 24 of of IN cord-296229-pkwxlydz 116 25 an an DT cord-296229-pkwxlydz 116 26 acceptable acceptable JJ cord-296229-pkwxlydz 116 27 scientific scientific JJ cord-296229-pkwxlydz 116 28 standard standard NN cord-296229-pkwxlydz 116 29 . . . cord-296229-pkwxlydz 117 1 CMMID CMMID NNP cord-296229-pkwxlydz 117 2 nCoV ncov NN cord-296229-pkwxlydz 117 3 working work VBG cord-296229-pkwxlydz 117 4 group group NN cord-296229-pkwxlydz 117 5 : : : cord-296229-pkwxlydz 117 6 Temporal temporal JJ cord-296229-pkwxlydz 117 7 variation variation NN cord-296229-pkwxlydz 117 8 in in IN cord-296229-pkwxlydz 117 9 transmission transmission NN cord-296229-pkwxlydz 117 10 during during IN cord-296229-pkwxlydz 117 11 the the DT cord-296229-pkwxlydz 117 12 COVID-19 covid-19 JJ cord-296229-pkwxlydz 117 13 outbreak outbreak NN cord-296229-pkwxlydz 117 14 CMMID CMMID NNP cord-296229-pkwxlydz 117 15 Repository Repository NNP cord-296229-pkwxlydz 117 16 Reference Reference NNP cord-296229-pkwxlydz 117 17 Source Source NNP cord-296229-pkwxlydz 117 18 2 2 CD cord-296229-pkwxlydz 117 19 . . . cord-296229-pkwxlydz 118 1 World World NNP cord-296229-pkwxlydz 118 2 Health Health NNP cord-296229-pkwxlydz 118 3 Organization Organization NNP cord-296229-pkwxlydz 118 4 : : : cord-296229-pkwxlydz 118 5 Novel Novel NNP cord-296229-pkwxlydz 118 6 Coronavirus(2019-nCoV Coronavirus(2019-nCoV NNP cord-296229-pkwxlydz 118 7 ) ) -RRB- cord-296229-pkwxlydz 118 8 , , , cord-296229-pkwxlydz 118 9 Situation situation NN cord-296229-pkwxlydz 118 10 Reference Reference NNP cord-296229-pkwxlydz 118 11 Source Source NNP cord-296229-pkwxlydz 118 12 3 3 CD cord-296229-pkwxlydz 118 13 . . . cord-296229-pkwxlydz 119 1 World World NNP cord-296229-pkwxlydz 119 2 Health Health NNP cord-296229-pkwxlydz 119 3 Organisation Organisation NNP cord-296229-pkwxlydz 119 4 : : : cord-296229-pkwxlydz 120 1 Novel Novel NNP cord-296229-pkwxlydz 120 2 Coronavirus Coronavirus NNP cord-296229-pkwxlydz 120 3 ( ( -LRB- cord-296229-pkwxlydz 120 4 2019-nCoV 2019-ncov CD cord-296229-pkwxlydz 120 5 ) ) -RRB- cord-296229-pkwxlydz 121 1 Situation situation NN cord-296229-pkwxlydz 121 2 Report Report NNP cord-296229-pkwxlydz 121 3 -48 -48 NNP cord-296229-pkwxlydz 122 1 Reference reference NN cord-296229-pkwxlydz 122 2 Source source NN cord-296229-pkwxlydz 123 1 A a DT cord-296229-pkwxlydz 124 1 Well well UH cord-296229-pkwxlydz 124 2 Infant Infant NNP cord-296229-pkwxlydz 124 3 with with IN cord-296229-pkwxlydz 124 4 Coronavirus Coronavirus NNP cord-296229-pkwxlydz 124 5 Disease Disease NNP cord-296229-pkwxlydz 124 6 2019 2019 CD cord-296229-pkwxlydz 124 7 ( ( -LRB- cord-296229-pkwxlydz 124 8 COVID-19 covid-19 VB cord-296229-pkwxlydz 124 9 ) ) -RRB- cord-296229-pkwxlydz 124 10 with with IN cord-296229-pkwxlydz 124 11 High high JJ cord-296229-pkwxlydz 124 12 Viral Viral NNP cord-296229-pkwxlydz 124 13 Load Load NNP cord-296229-pkwxlydz 124 14 Radiological radiological JJ cord-296229-pkwxlydz 124 15 findings finding NNS cord-296229-pkwxlydz 124 16 from from IN cord-296229-pkwxlydz 124 17 81 81 CD cord-296229-pkwxlydz 124 18 patients patient NNS cord-296229-pkwxlydz 124 19 with with IN cord-296229-pkwxlydz 124 20 COVID-19 covid-19 JJ cord-296229-pkwxlydz 124 21 pneumonia pneumonia NN cord-296229-pkwxlydz 124 22 in in IN cord-296229-pkwxlydz 124 23 Wuhan Wuhan NNP cord-296229-pkwxlydz 124 24 , , , cord-296229-pkwxlydz 124 25 China China NNP cord-296229-pkwxlydz 124 26 : : : cord-296229-pkwxlydz 124 27 a a DT cord-296229-pkwxlydz 124 28 descriptive descriptive JJ cord-296229-pkwxlydz 124 29 study study NN cord-296229-pkwxlydz 124 30 Field Field NNP cord-296229-pkwxlydz 124 31 Briefing Briefing NNP cord-296229-pkwxlydz 124 32 : : : cord-296229-pkwxlydz 124 33 Diamond Diamond NNP cord-296229-pkwxlydz 124 34 Princess Princess NNP cord-296229-pkwxlydz 124 35 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 124 36 Cases Cases NNPS cord-296229-pkwxlydz 124 37 , , , cord-296229-pkwxlydz 124 38 20 20 CD cord-296229-pkwxlydz 124 39 Feb Feb NNP cord-296229-pkwxlydz 124 40 Update Update NNP cord-296229-pkwxlydz 124 41 Reference reference NN cord-296229-pkwxlydz 124 42 Source source NN cord-296229-pkwxlydz 124 43 Epidemiologic Epidemiologic NNP cord-296229-pkwxlydz 124 44 Features Features NNPS cord-296229-pkwxlydz 124 45 and and CC cord-296229-pkwxlydz 124 46 Clinical Clinical NNP cord-296229-pkwxlydz 124 47 Course course NN cord-296229-pkwxlydz 124 48 of of IN cord-296229-pkwxlydz 124 49 Patients patient NNS cord-296229-pkwxlydz 124 50 Infected infect VBN cord-296229-pkwxlydz 124 51 With with IN cord-296229-pkwxlydz 124 52 SARS SARS NNP cord-296229-pkwxlydz 124 53 - - HYPH cord-296229-pkwxlydz 124 54 CoV-2 CoV-2 NNP cord-296229-pkwxlydz 124 55 in in IN cord-296229-pkwxlydz 124 56 Singapore Singapore NNP cord-296229-pkwxlydz 124 57 Version Version NNP cord-296229-pkwxlydz 124 58 1 1 CD cord-296229-pkwxlydz 124 59 06 06 CD cord-296229-pkwxlydz 124 60 July July NNP cord-296229-pkwxlydz 124 61 2020 2020 CD cord-296229-pkwxlydz 125 1 Reviewer reviewer NN cord-296229-pkwxlydz 125 2 Report Report NNP cord-296229-pkwxlydz 126 1 https://doi.org/10.21956/wellcomeopenres.17314.r39156 https://doi.org/10.21956/wellcomeopenres.17314.r39156 . cord-296229-pkwxlydz 127 1 © © NN cord-296229-pkwxlydz 127 2 2020 2020 CD cord-296229-pkwxlydz 128 1 Lee Lee NNP cord-296229-pkwxlydz 128 2 E. E. NNP cord-296229-pkwxlydz 129 1 This this DT cord-296229-pkwxlydz 129 2 is be VBZ cord-296229-pkwxlydz 129 3 an an DT cord-296229-pkwxlydz 129 4 open open JJ cord-296229-pkwxlydz 129 5 access access NN cord-296229-pkwxlydz 129 6 peer peer NN cord-296229-pkwxlydz 129 7 review review NN cord-296229-pkwxlydz 129 8 report report NN cord-296229-pkwxlydz 129 9 distributed distribute VBN cord-296229-pkwxlydz 129 10 under under IN cord-296229-pkwxlydz 129 11 the the DT cord-296229-pkwxlydz 129 12 terms term NNS cord-296229-pkwxlydz 129 13 of of IN cord-296229-pkwxlydz 129 14 the the DT cord-296229-pkwxlydz 129 15 Creative Creative NNP cord-296229-pkwxlydz 129 16 Commons Commons NNP cord-296229-pkwxlydz 129 17 Attribution Attribution NNP cord-296229-pkwxlydz 129 18 , , , cord-296229-pkwxlydz 129 19 which which WDT cord-296229-pkwxlydz 129 20 permits permit VBZ cord-296229-pkwxlydz 129 21 unrestricted unrestricted JJ cord-296229-pkwxlydz 129 22 use use NN cord-296229-pkwxlydz 129 23 , , , cord-296229-pkwxlydz 129 24 distribution distribution NN cord-296229-pkwxlydz 129 25 , , , cord-296229-pkwxlydz 129 26 and and CC cord-296229-pkwxlydz 129 27 reproduction reproduction NN cord-296229-pkwxlydz 129 28 in in IN cord-296229-pkwxlydz 129 29 any any DT cord-296229-pkwxlydz 129 30 medium medium NN cord-296229-pkwxlydz 129 31 , , , cord-296229-pkwxlydz 129 32 provided provide VBD cord-296229-pkwxlydz 129 33 the the DT cord-296229-pkwxlydz 129 34 original original JJ cord-296229-pkwxlydz 129 35 work work NN cord-296229-pkwxlydz 129 36 is be VBZ cord-296229-pkwxlydz 129 37 License license NN cord-296229-pkwxlydz 129 38 properly properly RB cord-296229-pkwxlydz 129 39 cited cite VBN cord-296229-pkwxlydz 129 40 . . . cord-296229-pkwxlydz 130 1 Department Department NNP cord-296229-pkwxlydz 130 2 of of IN cord-296229-pkwxlydz 130 3 Epidemiology Epidemiology NNP cord-296229-pkwxlydz 130 4 , , , cord-296229-pkwxlydz 130 5 Johns Johns NNP cord-296229-pkwxlydz 130 6 Hopkins Hopkins NNP cord-296229-pkwxlydz 130 7 Bloomberg Bloomberg NNP cord-296229-pkwxlydz 130 8 School School NNP cord-296229-pkwxlydz 130 9 of of IN cord-296229-pkwxlydz 130 10 Public Public NNP cord-296229-pkwxlydz 130 11 Health Health NNP cord-296229-pkwxlydz 130 12 , , , cord-296229-pkwxlydz 130 13 Baltimore Baltimore NNP cord-296229-pkwxlydz 130 14 , , , cord-296229-pkwxlydz 130 15 MD MD NNP cord-296229-pkwxlydz 130 16 , , , cord-296229-pkwxlydz 130 17 USA USA NNP cord-296229-pkwxlydz 131 1 This this DT cord-296229-pkwxlydz 131 2 report report NN cord-296229-pkwxlydz 131 3 by by IN cord-296229-pkwxlydz 131 4 Liu Liu NNP cord-296229-pkwxlydz 131 5 is be VBZ cord-296229-pkwxlydz 131 6 a a DT cord-296229-pkwxlydz 131 7 clean clean JJ cord-296229-pkwxlydz 131 8 and and CC cord-296229-pkwxlydz 131 9 straightforward straightforward JJ cord-296229-pkwxlydz 131 10 analysis analysis NN cord-296229-pkwxlydz 131 11 that that WDT cord-296229-pkwxlydz 131 12 brings bring VBZ cord-296229-pkwxlydz 131 13 together together RB cord-296229-pkwxlydz 131 14 early early JJ cord-296229-pkwxlydz 131 15 data datum NNS cord-296229-pkwxlydz 131 16 on on IN cord-296229-pkwxlydz 131 17 the the DT cord-296229-pkwxlydz 131 18 et et FW cord-296229-pkwxlydz 131 19 al al NNP cord-296229-pkwxlydz 131 20 . . . cord-296229-pkwxlydz 132 1 incubation incubation NN cord-296229-pkwxlydz 132 2 period period NN cord-296229-pkwxlydz 132 3 and and CC cord-296229-pkwxlydz 132 4 serial serial JJ cord-296229-pkwxlydz 132 5 interval interval NN cord-296229-pkwxlydz 132 6 of of IN cord-296229-pkwxlydz 132 7 COVID-19 COVID-19 NNP cord-296229-pkwxlydz 133 1 to to TO cord-296229-pkwxlydz 133 2 provide provide VB cord-296229-pkwxlydz 133 3 important important JJ cord-296229-pkwxlydz 133 4 insight insight NN cord-296229-pkwxlydz 133 5 into into IN cord-296229-pkwxlydz 133 6 the the DT cord-296229-pkwxlydz 133 7 contributions contribution NNS cord-296229-pkwxlydz 133 8 of of IN cord-296229-pkwxlydz 133 9 pre pre JJ cord-296229-pkwxlydz 133 10 - - JJ cord-296229-pkwxlydz 133 11 symptomatic symptomatic JJ cord-296229-pkwxlydz 133 12 individuals individual NNS cord-296229-pkwxlydz 133 13 to to IN cord-296229-pkwxlydz 133 14 onward onward JJ cord-296229-pkwxlydz 133 15 disease disease NN cord-296229-pkwxlydz 133 16 transmission transmission NN cord-296229-pkwxlydz 133 17 . . . cord-296229-pkwxlydz 134 1 The the DT cord-296229-pkwxlydz 134 2 authors author NNS cord-296229-pkwxlydz 134 3 ' ' POS cord-296229-pkwxlydz 134 4 analysis analysis NN cord-296229-pkwxlydz 134 5 is be VBZ cord-296229-pkwxlydz 134 6 strengthened strengthen VBN cord-296229-pkwxlydz 134 7 by by IN cord-296229-pkwxlydz 134 8 the the DT cord-296229-pkwxlydz 134 9 inclusion inclusion NN cord-296229-pkwxlydz 134 10 of of IN cord-296229-pkwxlydz 134 11 sensitivity sensitivity NN cord-296229-pkwxlydz 134 12 analysis analysis NN cord-296229-pkwxlydz 134 13 on on IN cord-296229-pkwxlydz 134 14 assumptions assumption NNS cord-296229-pkwxlydz 134 15 about about IN cord-296229-pkwxlydz 134 16 the the DT cord-296229-pkwxlydz 134 17 incubation incubation NN cord-296229-pkwxlydz 134 18 period period NN cord-296229-pkwxlydz 134 19 and and CC cord-296229-pkwxlydz 134 20 serial serial JJ cord-296229-pkwxlydz 134 21 interval interval NN cord-296229-pkwxlydz 134 22 as as RB cord-296229-pkwxlydz 134 23 well well RB cord-296229-pkwxlydz 134 24 as as IN cord-296229-pkwxlydz 134 25 scenarios scenario NNS cord-296229-pkwxlydz 134 26 that that WDT cord-296229-pkwxlydz 134 27 account account VBP cord-296229-pkwxlydz 134 28 for for IN cord-296229-pkwxlydz 134 29 the the DT cord-296229-pkwxlydz 134 30 impact impact NN cord-296229-pkwxlydz 134 31 of of IN cord-296229-pkwxlydz 134 32 active active JJ cord-296229-pkwxlydz 134 33 case case NN cord-296229-pkwxlydz 134 34 finding find VBG cord-296229-pkwxlydz 134 35 on on IN cord-296229-pkwxlydz 134 36 the the DT cord-296229-pkwxlydz 134 37 relative relative JJ cord-296229-pkwxlydz 134 38 contribution contribution NN cord-296229-pkwxlydz 134 39 of of IN cord-296229-pkwxlydz 134 40 pre pre JJ cord-296229-pkwxlydz 134 41 - - JJ cord-296229-pkwxlydz 134 42 symptomatic symptomatic JJ cord-296229-pkwxlydz 134 43 infections infection NNS cord-296229-pkwxlydz 134 44 to to IN cord-296229-pkwxlydz 134 45 onward onward JJ cord-296229-pkwxlydz 134 46 transmission transmission NN cord-296229-pkwxlydz 134 47 . . . cord-296229-pkwxlydz 135 1 I -PRON- PRP cord-296229-pkwxlydz 135 2 would would MD cord-296229-pkwxlydz 135 3 like like VB cord-296229-pkwxlydz 135 4 a a DT cord-296229-pkwxlydz 135 5 more more RBR cord-296229-pkwxlydz 135 6 explicit explicit JJ cord-296229-pkwxlydz 135 7 description description NN cord-296229-pkwxlydz 135 8 of of IN cord-296229-pkwxlydz 135 9 how how WRB cord-296229-pkwxlydz 135 10 the the DT cord-296229-pkwxlydz 135 11 pre pre JJ cord-296229-pkwxlydz 135 12 - - JJ cord-296229-pkwxlydz 135 13 symptomatic symptomatic JJ cord-296229-pkwxlydz 135 14 transmission transmission NN cord-296229-pkwxlydz 135 15 percentages percentage NNS cord-296229-pkwxlydz 135 16 were be VBD cord-296229-pkwxlydz 135 17 estimated estimate VBN cord-296229-pkwxlydz 135 18 . . . cord-296229-pkwxlydz 136 1 As as IN cord-296229-pkwxlydz 136 2 is be VBZ cord-296229-pkwxlydz 136 3 , , , cord-296229-pkwxlydz 136 4 I -PRON- PRP cord-296229-pkwxlydz 136 5 'm be VBP cord-296229-pkwxlydz 136 6 not not RB cord-296229-pkwxlydz 136 7 sure sure JJ cord-296229-pkwxlydz 136 8 why why WRB cord-296229-pkwxlydz 136 9 there there EX cord-296229-pkwxlydz 136 10 are be VBP cord-296229-pkwxlydz 136 11 only only RB cord-296229-pkwxlydz 136 12 point point NN cord-296229-pkwxlydz 136 13 estimates estimate NNS cord-296229-pkwxlydz 136 14 presented present VBN cord-296229-pkwxlydz 136 15 in in IN cord-296229-pkwxlydz 136 16 Table Table NNP cord-296229-pkwxlydz 136 17 1 1 CD cord-296229-pkwxlydz 136 18 , , , cord-296229-pkwxlydz 136 19 unless unless IN cord-296229-pkwxlydz 136 20 only only RB cord-296229-pkwxlydz 136 21 a a DT cord-296229-pkwxlydz 136 22 single single JJ cord-296229-pkwxlydz 136 23 set set NN cord-296229-pkwxlydz 136 24 of of IN cord-296229-pkwxlydz 136 25 draws draw NNS cord-296229-pkwxlydz 136 26 were be VBD cord-296229-pkwxlydz 136 27 performed perform VBN cord-296229-pkwxlydz 136 28 for for IN cord-296229-pkwxlydz 136 29 each each DT cord-296229-pkwxlydz 136 30 category category NN cord-296229-pkwxlydz 136 31 . . . cord-296229-pkwxlydz 137 1 Can Can MD cord-296229-pkwxlydz 137 2 the the DT cord-296229-pkwxlydz 137 3 authors author NNS cord-296229-pkwxlydz 137 4 comment comment VB cord-296229-pkwxlydz 137 5 on on IN cord-296229-pkwxlydz 137 6 the the DT cord-296229-pkwxlydz 137 7 sufficiency sufficiency NN cord-296229-pkwxlydz 137 8 of of IN cord-296229-pkwxlydz 137 9 follow follow VB cord-296229-pkwxlydz 137 10 up up RP cord-296229-pkwxlydz 137 11 time time NN cord-296229-pkwxlydz 137 12 for for IN cord-296229-pkwxlydz 137 13 the the DT cord-296229-pkwxlydz 137 14 studies study NNS cord-296229-pkwxlydz 137 15 that that WDT cord-296229-pkwxlydz 137 16 informed inform VBD cord-296229-pkwxlydz 137 17 the the DT cord-296229-pkwxlydz 137 18 serial serial JJ cord-296229-pkwxlydz 137 19 interval interval NN cord-296229-pkwxlydz 137 20 estimates estimate NNS cord-296229-pkwxlydz 137 21 ? ? . cord-296229-pkwxlydz 138 1 Are be VBP cord-296229-pkwxlydz 138 2 the the DT cord-296229-pkwxlydz 138 3 authors author NNS cord-296229-pkwxlydz 138 4 reasonably reasonably RB cord-296229-pkwxlydz 138 5 confident confident JJ cord-296229-pkwxlydz 138 6 that that IN cord-296229-pkwxlydz 138 7 there there EX cord-296229-pkwxlydz 138 8 is be VBZ cord-296229-pkwxlydz 138 9 limited limited JJ cord-296229-pkwxlydz 138 10 right right JJ cord-296229-pkwxlydz 138 11 censoring censoring NN cord-296229-pkwxlydz 138 12 for for IN cord-296229-pkwxlydz 138 13 individuals individual NNS cord-296229-pkwxlydz 138 14 that that WDT cord-296229-pkwxlydz 138 15 were be VBD cord-296229-pkwxlydz 138 16 non non JJ cord-296229-pkwxlydz 138 17 - - JJ cord-296229-pkwxlydz 138 18 symptomatic symptomatic JJ cord-296229-pkwxlydz 138 19 and and CC cord-296229-pkwxlydz 138 20 positive positive JJ cord-296229-pkwxlydz 138 21 at at IN cord-296229-pkwxlydz 138 22 identification identification NN cord-296229-pkwxlydz 138 23 ( ( -LRB- cord-296229-pkwxlydz 138 24 i.e. i.e. FW cord-296229-pkwxlydz 138 25 , , , cord-296229-pkwxlydz 138 26 to to TO cord-296229-pkwxlydz 138 27 see see VB cord-296229-pkwxlydz 138 28 whether whether IN cord-296229-pkwxlydz 138 29 they -PRON- PRP cord-296229-pkwxlydz 138 30 may may MD cord-296229-pkwxlydz 138 31 have have VB cord-296229-pkwxlydz 138 32 instead instead RB cord-296229-pkwxlydz 138 33 been be VBN cord-296229-pkwxlydz 138 34 pre pre JJ cord-296229-pkwxlydz 138 35 - - JJ cord-296229-pkwxlydz 138 36 symptomatic symptomatic JJ cord-296229-pkwxlydz 138 37 ) ) -RRB- cord-296229-pkwxlydz 138 38 . . . cord-296229-pkwxlydz 139 1 This this DT cord-296229-pkwxlydz 139 2 seems seem VBZ cord-296229-pkwxlydz 139 3 an an DT cord-296229-pkwxlydz 139 4 important important JJ cord-296229-pkwxlydz 139 5 consideration consideration NN cord-296229-pkwxlydz 139 6 that that WDT cord-296229-pkwxlydz 139 7 would would MD cord-296229-pkwxlydz 139 8 bolster bolster VB cord-296229-pkwxlydz 139 9 the the DT cord-296229-pkwxlydz 139 10 validity validity NN cord-296229-pkwxlydz 139 11 of of IN cord-296229-pkwxlydz 139 12 the the DT cord-296229-pkwxlydz 139 13 authors author NNS cord-296229-pkwxlydz 139 14 ' ' POS cord-296229-pkwxlydz 139 15 estimates estimate NNS cord-296229-pkwxlydz 139 16 . . . cord-296229-pkwxlydz 140 1 Since since IN cord-296229-pkwxlydz 140 2 this this DT cord-296229-pkwxlydz 140 3 paper paper NN cord-296229-pkwxlydz 140 4 was be VBD cord-296229-pkwxlydz 140 5 originally originally RB cord-296229-pkwxlydz 140 6 posted post VBN cord-296229-pkwxlydz 140 7 , , , cord-296229-pkwxlydz 140 8 I -PRON- PRP cord-296229-pkwxlydz 140 9 am be VBP cord-296229-pkwxlydz 140 10 wondering wonder VBG cord-296229-pkwxlydz 140 11 whether whether IN cord-296229-pkwxlydz 140 12 there there EX cord-296229-pkwxlydz 140 13 have have VBP cord-296229-pkwxlydz 140 14 been be VBN cord-296229-pkwxlydz 140 15 additional additional JJ cord-296229-pkwxlydz 140 16 estimates estimate NNS cord-296229-pkwxlydz 140 17 of of IN cord-296229-pkwxlydz 140 18 the the DT cord-296229-pkwxlydz 140 19 serial serial JJ cord-296229-pkwxlydz 140 20 interval interval NN cord-296229-pkwxlydz 140 21 under under IN cord-296229-pkwxlydz 140 22 conditions condition NNS cord-296229-pkwxlydz 140 23 of of IN cord-296229-pkwxlydz 140 24 active active JJ cord-296229-pkwxlydz 140 25 case case NN cord-296229-pkwxlydz 140 26 finding find VBG cord-296229-pkwxlydz 140 27 . . . cord-296229-pkwxlydz 141 1 Presumably presumably RB cord-296229-pkwxlydz 141 2 locations location NNS cord-296229-pkwxlydz 141 3 outside outside RB cord-296229-pkwxlydz 141 4 of of IN cord-296229-pkwxlydz 141 5 China China NNP cord-296229-pkwxlydz 141 6 may may MD cord-296229-pkwxlydz 141 7 have have VB cord-296229-pkwxlydz 141 8 had have VBN cord-296229-pkwxlydz 141 9 time time NN cord-296229-pkwxlydz 141 10 to to TO cord-296229-pkwxlydz 141 11 prepare prepare VB cord-296229-pkwxlydz 141 12 their -PRON- PRP$ cord-296229-pkwxlydz 141 13 surveillance surveillance NN cord-296229-pkwxlydz 141 14 systems system NNS cord-296229-pkwxlydz 141 15 so so IN cord-296229-pkwxlydz 141 16 that that IN cord-296229-pkwxlydz 141 17 serial serial JJ cord-296229-pkwxlydz 141 18 interval interval NN cord-296229-pkwxlydz 141 19 estimates estimate NNS cord-296229-pkwxlydz 141 20 would would MD cord-296229-pkwxlydz 141 21 directly directly RB cord-296229-pkwxlydz 141 22 reflect reflect VB cord-296229-pkwxlydz 141 23 scenarios scenario NNS cord-296229-pkwxlydz 141 24 with with IN cord-296229-pkwxlydz 141 25 active active JJ cord-296229-pkwxlydz 141 26 case case NN cord-296229-pkwxlydz 141 27 finding find VBG cord-296229-pkwxlydz 141 28 ( ( -LRB- cord-296229-pkwxlydz 141 29 as as IN cord-296229-pkwxlydz 141 30 opposed oppose VBN cord-296229-pkwxlydz 141 31 to to IN cord-296229-pkwxlydz 141 32 making make VBG cord-296229-pkwxlydz 141 33 a a DT cord-296229-pkwxlydz 141 34 cutoff cutoff NN cord-296229-pkwxlydz 141 35 assumption assumption NN cord-296229-pkwxlydz 141 36 ) ) -RRB- cord-296229-pkwxlydz 141 37 . . . cord-296229-pkwxlydz 142 1 Are be VBP cord-296229-pkwxlydz 142 2 all all PDT cord-296229-pkwxlydz 142 3 the the DT cord-296229-pkwxlydz 142 4 source source NN cord-296229-pkwxlydz 142 5 data datum NNS cord-296229-pkwxlydz 142 6 underlying underlie VBG cord-296229-pkwxlydz 142 7 the the DT cord-296229-pkwxlydz 142 8 results result NNS cord-296229-pkwxlydz 142 9 available available JJ cord-296229-pkwxlydz 142 10 to to TO cord-296229-pkwxlydz 142 11 ensure ensure VB cord-296229-pkwxlydz 142 12 full full JJ cord-296229-pkwxlydz 142 13 reproducibility reproducibility NN cord-296229-pkwxlydz 142 14 ? ? . cord-296229-pkwxlydz 143 1 Yes yes UH cord-296229-pkwxlydz 143 2 No no DT cord-296229-pkwxlydz 143 3 competing compete VBG cord-296229-pkwxlydz 143 4 interests interest NNS cord-296229-pkwxlydz 143 5 were be VBD cord-296229-pkwxlydz 143 6 disclosed disclose VBN cord-296229-pkwxlydz 143 7 . . . cord-296229-pkwxlydz 144 1 This this DT cord-296229-pkwxlydz 144 2 is be VBZ cord-296229-pkwxlydz 144 3 a a DT cord-296229-pkwxlydz 144 4 nice nice JJ cord-296229-pkwxlydz 144 5 simple simple JJ cord-296229-pkwxlydz 144 6 analysis analysis NN cord-296229-pkwxlydz 144 7 of of IN cord-296229-pkwxlydz 144 8 the the DT cord-296229-pkwxlydz 144 9 incubation incubation NN cord-296229-pkwxlydz 144 10 period period NN cord-296229-pkwxlydz 144 11 distribution distribution NN cord-296229-pkwxlydz 144 12 and and CC cord-296229-pkwxlydz 144 13 the the DT cord-296229-pkwxlydz 144 14 serial serial JJ cord-296229-pkwxlydz 144 15 interval interval NN cord-296229-pkwxlydz 144 16 distribution distribution NN cord-296229-pkwxlydz 144 17 , , , cord-296229-pkwxlydz 144 18 showing show VBG cord-296229-pkwxlydz 144 19 that that IN cord-296229-pkwxlydz 144 20 substantial substantial JJ cord-296229-pkwxlydz 144 21 pre pre JJ cord-296229-pkwxlydz 144 22 - - JJ cord-296229-pkwxlydz 144 23 symptomatic symptomatic JJ cord-296229-pkwxlydz 144 24 transmission transmission NN cord-296229-pkwxlydz 144 25 has have VBZ cord-296229-pkwxlydz 144 26 likely likely RB cord-296229-pkwxlydz 144 27 been be VBN cord-296229-pkwxlydz 144 28 occurring occur VBG cord-296229-pkwxlydz 144 29 . . . cord-296229-pkwxlydz 145 1 There there EX cord-296229-pkwxlydz 145 2 is be VBZ cord-296229-pkwxlydz 145 3 fairly fairly RB cord-296229-pkwxlydz 145 4 good good JJ cord-296229-pkwxlydz 145 5 consistency consistency NN cord-296229-pkwxlydz 145 6 in in IN cord-296229-pkwxlydz 145 7 published publish VBN cord-296229-pkwxlydz 145 8 estimates estimate NNS cord-296229-pkwxlydz 145 9 of of IN cord-296229-pkwxlydz 145 10 the the DT cord-296229-pkwxlydz 145 11 incubation incubation NN cord-296229-pkwxlydz 145 12 period period NN cord-296229-pkwxlydz 145 13 distribution distribution NN cord-296229-pkwxlydz 145 14 , , , cord-296229-pkwxlydz 145 15 but but CC cord-296229-pkwxlydz 145 16 relatively relatively RB cord-296229-pkwxlydz 145 17 less less JJR cord-296229-pkwxlydz 145 18 consistency consistency NN cord-296229-pkwxlydz 145 19 in in IN cord-296229-pkwxlydz 145 20 published publish VBN cord-296229-pkwxlydz 145 21 estimates estimate NNS cord-296229-pkwxlydz 145 22 of of IN cord-296229-pkwxlydz 145 23 the the DT cord-296229-pkwxlydz 145 24 serial serial JJ cord-296229-pkwxlydz 145 25 interval interval NN cord-296229-pkwxlydz 145 26 distribution distribution NN cord-296229-pkwxlydz 145 27 . . . cord-296229-pkwxlydz 146 1 Authors author NNS cord-296229-pkwxlydz 146 2 deal deal VBP cord-296229-pkwxlydz 146 3 with with IN cord-296229-pkwxlydz 146 4 this this DT cord-296229-pkwxlydz 146 5 variability variability NN cord-296229-pkwxlydz 146 6 / / SYM cord-296229-pkwxlydz 146 7 uncertainty uncertainty NN cord-296229-pkwxlydz 146 8 through through IN cord-296229-pkwxlydz 146 9 sensitivity sensitivity NN cord-296229-pkwxlydz 146 10 analyses analysis NNS cord-296229-pkwxlydz 146 11 . . .