id sid tid token lemma pos cord-274147-jvymoene 1 1 key key NN cord-274147-jvymoene 1 2 : : : cord-274147-jvymoene 2 1 cord-274147-jvymoene cord-274147-jvymoene JJ cord-274147-jvymoene 2 2 authors author NNS cord-274147-jvymoene 2 3 : : : cord-274147-jvymoene 2 4 Collins Collins NNP cord-274147-jvymoene 2 5 , , , cord-274147-jvymoene 2 6 Obiora Obiora NNP cord-274147-jvymoene 2 7 C. C. NNP cord-274147-jvymoene 2 8 ; ; : cord-274147-jvymoene 2 9 Duffy Duffy NNP cord-274147-jvymoene 2 10 , , , cord-274147-jvymoene 2 11 Kevin Kevin NNP cord-274147-jvymoene 2 12 J. J. NNP cord-274147-jvymoene 2 13 title title NN cord-274147-jvymoene 2 14 : : : cord-274147-jvymoene 3 1 Estimating estimate VBG cord-274147-jvymoene 3 2 the the DT cord-274147-jvymoene 3 3 impact impact NN cord-274147-jvymoene 3 4 of of IN cord-274147-jvymoene 3 5 lock lock NN cord-274147-jvymoene 3 6 - - HYPH cord-274147-jvymoene 3 7 down down RP cord-274147-jvymoene 3 8 , , , cord-274147-jvymoene 3 9 quarantine quarantine NN cord-274147-jvymoene 3 10 and and CC cord-274147-jvymoene 3 11 sensitization sensitization NN cord-274147-jvymoene 3 12 in in IN cord-274147-jvymoene 3 13 a a DT cord-274147-jvymoene 3 14 COVID-19 covid-19 CD cord-274147-jvymoene 3 15 outbreak outbreak NN cord-274147-jvymoene 3 16 : : : cord-274147-jvymoene 3 17 lessons lesson NNS cord-274147-jvymoene 3 18 from from IN cord-274147-jvymoene 3 19 the the DT cord-274147-jvymoene 3 20 COVID-19 covid-19 JJ cord-274147-jvymoene 3 21 outbreak outbreak NN cord-274147-jvymoene 3 22 in in IN cord-274147-jvymoene 3 23 China China NNP cord-274147-jvymoene 3 24 date date NN cord-274147-jvymoene 3 25 : : : cord-274147-jvymoene 3 26 2020 2020 CD cord-274147-jvymoene 3 27 - - HYPH cord-274147-jvymoene 3 28 09 09 CD cord-274147-jvymoene 3 29 - - SYM cord-274147-jvymoene 3 30 17 17 CD cord-274147-jvymoene 3 31 journal journal NN cord-274147-jvymoene 3 32 : : : cord-274147-jvymoene 4 1 PeerJ PeerJ NNP cord-274147-jvymoene 5 1 DOI DOI NNP cord-274147-jvymoene 5 2 : : : cord-274147-jvymoene 6 1 10.7717 10.7717 CD cord-274147-jvymoene 6 2 / / SYM cord-274147-jvymoene 6 3 peerj.9933 peerj.9933 NNP cord-274147-jvymoene 6 4 sha sha NNP cord-274147-jvymoene 6 5 : : : cord-274147-jvymoene 6 6 723d118e4fe392a25b1d691dfe73a9b9a4359245 723d118e4fe392a25b1d691dfe73a9b9a4359245 CD cord-274147-jvymoene 6 7 doc_id doc_id CD cord-274147-jvymoene 6 8 : : : cord-274147-jvymoene 6 9 274147 274147 CD cord-274147-jvymoene 6 10 cord_uid cord_uid NNS cord-274147-jvymoene 6 11 : : : cord-274147-jvymoene 6 12 jvymoene jvymoene NNP cord-274147-jvymoene 7 1 In in IN cord-274147-jvymoene 7 2 recent recent JJ cord-274147-jvymoene 7 3 history history NN cord-274147-jvymoene 7 4 , , , cord-274147-jvymoene 7 5 COVID-19 COVID-19 NNP cord-274147-jvymoene 7 6 is be VBZ cord-274147-jvymoene 7 7 one one CD cord-274147-jvymoene 7 8 of of IN cord-274147-jvymoene 7 9 the the DT cord-274147-jvymoene 7 10 worst bad JJS cord-274147-jvymoene 7 11 infectious infectious JJ cord-274147-jvymoene 7 12 disease disease NN cord-274147-jvymoene 7 13 outbreaks outbreak NNS cord-274147-jvymoene 7 14 currently currently RB cord-274147-jvymoene 7 15 affecting affect VBG cord-274147-jvymoene 7 16 humanity humanity NN cord-274147-jvymoene 7 17 globally globally RB cord-274147-jvymoene 7 18 . . . cord-274147-jvymoene 8 1 Using use VBG cord-274147-jvymoene 8 2 real real JJ cord-274147-jvymoene 8 3 data datum NNS cord-274147-jvymoene 8 4 on on IN cord-274147-jvymoene 8 5 the the DT cord-274147-jvymoene 8 6 COVID-19 covid-19 JJ cord-274147-jvymoene 8 7 outbreak outbreak NN cord-274147-jvymoene 8 8 from from IN cord-274147-jvymoene 8 9 22 22 CD cord-274147-jvymoene 8 10 January January NNP cord-274147-jvymoene 8 11 2020 2020 CD cord-274147-jvymoene 8 12 to to IN cord-274147-jvymoene 8 13 30 30 CD cord-274147-jvymoene 8 14 March March NNP cord-274147-jvymoene 8 15 2020 2020 CD cord-274147-jvymoene 8 16 , , , cord-274147-jvymoene 8 17 we -PRON- PRP cord-274147-jvymoene 8 18 developed develop VBD cord-274147-jvymoene 8 19 a a DT cord-274147-jvymoene 8 20 mathematical mathematical JJ cord-274147-jvymoene 8 21 model model NN cord-274147-jvymoene 8 22 to to TO cord-274147-jvymoene 8 23 investigate investigate VB cord-274147-jvymoene 8 24 the the DT cord-274147-jvymoene 8 25 impact impact NN cord-274147-jvymoene 8 26 of of IN cord-274147-jvymoene 8 27 control control NN cord-274147-jvymoene 8 28 measures measure NNS cord-274147-jvymoene 8 29 in in IN cord-274147-jvymoene 8 30 reducing reduce VBG cord-274147-jvymoene 8 31 the the DT cord-274147-jvymoene 8 32 spread spread NN cord-274147-jvymoene 8 33 of of IN cord-274147-jvymoene 8 34 the the DT cord-274147-jvymoene 8 35 disease disease NN cord-274147-jvymoene 8 36 . . . cord-274147-jvymoene 9 1 Analyses analysis NNS cord-274147-jvymoene 9 2 of of IN cord-274147-jvymoene 9 3 the the DT cord-274147-jvymoene 9 4 model model NN cord-274147-jvymoene 9 5 were be VBD cord-274147-jvymoene 9 6 carried carry VBN cord-274147-jvymoene 9 7 out out RP cord-274147-jvymoene 9 8 to to TO cord-274147-jvymoene 9 9 determine determine VB cord-274147-jvymoene 9 10 the the DT cord-274147-jvymoene 9 11 dynamics dynamic NNS cord-274147-jvymoene 9 12 . . . cord-274147-jvymoene 10 1 The the DT cord-274147-jvymoene 10 2 results result NNS cord-274147-jvymoene 10 3 of of IN cord-274147-jvymoene 10 4 the the DT cord-274147-jvymoene 10 5 analyses analysis NNS cord-274147-jvymoene 10 6 reveal reveal VBP cord-274147-jvymoene 10 7 that that IN cord-274147-jvymoene 10 8 , , , cord-274147-jvymoene 10 9 using use VBG cord-274147-jvymoene 10 10 the the DT cord-274147-jvymoene 10 11 data datum NNS cord-274147-jvymoene 10 12 from from IN cord-274147-jvymoene 10 13 China China NNP cord-274147-jvymoene 10 14 , , , cord-274147-jvymoene 10 15 implementing implement VBG cord-274147-jvymoene 10 16 all all DT cord-274147-jvymoene 10 17 possible possible JJ cord-274147-jvymoene 10 18 control control NN cord-274147-jvymoene 10 19 measures measure NNS cord-274147-jvymoene 10 20 best well RBS cord-274147-jvymoene 10 21 reduced reduce VBD cord-274147-jvymoene 10 22 the the DT cord-274147-jvymoene 10 23 rate rate NN cord-274147-jvymoene 10 24 of of IN cord-274147-jvymoene 10 25 secondary secondary JJ cord-274147-jvymoene 10 26 infections infection NNS cord-274147-jvymoene 10 27 . . . cord-274147-jvymoene 11 1 However however RB cord-274147-jvymoene 11 2 , , , cord-274147-jvymoene 11 3 quarantine quarantine NN cord-274147-jvymoene 11 4 ( ( -LRB- cord-274147-jvymoene 11 5 isolation isolation NN cord-274147-jvymoene 11 6 ) ) -RRB- cord-274147-jvymoene 11 7 of of IN cord-274147-jvymoene 11 8 infectious infectious JJ cord-274147-jvymoene 11 9 individuals individual NNS cord-274147-jvymoene 11 10 is be VBZ cord-274147-jvymoene 11 11 shown show VBN cord-274147-jvymoene 11 12 to to TO cord-274147-jvymoene 11 13 have have VB cord-274147-jvymoene 11 14 the the DT cord-274147-jvymoene 11 15 most most RBS cord-274147-jvymoene 11 16 dominant dominant JJ cord-274147-jvymoene 11 17 effect effect NN cord-274147-jvymoene 11 18 . . . cord-274147-jvymoene 12 1 This this DT cord-274147-jvymoene 12 2 possibility possibility NN cord-274147-jvymoene 12 3 emphasizes emphasize VBZ cord-274147-jvymoene 12 4 the the DT cord-274147-jvymoene 12 5 need need NN cord-274147-jvymoene 12 6 for for IN cord-274147-jvymoene 12 7 extensive extensive JJ cord-274147-jvymoene 12 8 testing testing NN cord-274147-jvymoene 12 9 due due IN cord-274147-jvymoene 12 10 to to IN cord-274147-jvymoene 12 11 the the DT cord-274147-jvymoene 12 12 possible possible JJ cord-274147-jvymoene 12 13 prevalence prevalence NN cord-274147-jvymoene 12 14 of of IN cord-274147-jvymoene 12 15 asymptomatic asymptomatic JJ cord-274147-jvymoene 12 16 COVID-19 covid-19 JJ cord-274147-jvymoene 12 17 cases case NNS cord-274147-jvymoene 12 18 . . . cord-274147-jvymoene 13 1 On on IN cord-274147-jvymoene 13 2 31 31 CD cord-274147-jvymoene 13 3 December December NNP cord-274147-jvymoene 13 4 2019 2019 CD cord-274147-jvymoene 13 5 , , , cord-274147-jvymoene 13 6 the the DT cord-274147-jvymoene 13 7 World World NNP cord-274147-jvymoene 13 8 Health Health NNP cord-274147-jvymoene 13 9 Organization Organization NNP cord-274147-jvymoene 13 10 ( ( -LRB- cord-274147-jvymoene 13 11 WHO who WP cord-274147-jvymoene 13 12 ) ) -RRB- cord-274147-jvymoene 13 13 China China NNP cord-274147-jvymoene 13 14 Country Country NNP cord-274147-jvymoene 13 15 Office Office NNP cord-274147-jvymoene 13 16 received receive VBD cord-274147-jvymoene 13 17 information information NN cord-274147-jvymoene 13 18 of of IN cord-274147-jvymoene 13 19 a a DT cord-274147-jvymoene 13 20 case case NN cord-274147-jvymoene 13 21 of of IN cord-274147-jvymoene 13 22 pneumonia pneumonia NN cord-274147-jvymoene 13 23 detected detect VBN cord-274147-jvymoene 13 24 in in IN cord-274147-jvymoene 13 25 Wuhan Wuhan NNP cord-274147-jvymoene 13 26 City City NNP cord-274147-jvymoene 13 27 , , , cord-274147-jvymoene 13 28 Hubei Hubei NNP cord-274147-jvymoene 13 29 Province Province NNP cord-274147-jvymoene 13 30 of of IN cord-274147-jvymoene 13 31 China China NNP cord-274147-jvymoene 13 32 ( ( -LRB- cord-274147-jvymoene 13 33 WHO who WP cord-274147-jvymoene 13 34 , , , cord-274147-jvymoene 13 35 2020c 2020c CD cord-274147-jvymoene 13 36 ) ) -RRB- cord-274147-jvymoene 13 37 , , , cord-274147-jvymoene 13 38 and and CC cord-274147-jvymoene 13 39 later later RB cord-274147-jvymoene 13 40 identified identify VBN cord-274147-jvymoene 13 41 as as IN cord-274147-jvymoene 13 42 COVID-19 COVID-19 NNP cord-274147-jvymoene 13 43 a a DT cord-274147-jvymoene 13 44 disease disease NN cord-274147-jvymoene 13 45 caused cause VBN cord-274147-jvymoene 13 46 by by IN cord-274147-jvymoene 13 47 the the DT cord-274147-jvymoene 13 48 virus virus NN cord-274147-jvymoene 13 49 SARS SARS NNP cord-274147-jvymoene 13 50 - - HYPH cord-274147-jvymoene 13 51 CoV-2 CoV-2 NNP cord-274147-jvymoene 13 52 ( ( -LRB- cord-274147-jvymoene 13 53 WHO who WP cord-274147-jvymoene 13 54 , , , cord-274147-jvymoene 13 55 2020b 2020b CD cord-274147-jvymoene 13 56 ) ) -RRB- cord-274147-jvymoene 13 57 . . . cord-274147-jvymoene 14 1 The the DT cord-274147-jvymoene 14 2 outbreak outbreak NN cord-274147-jvymoene 14 3 was be VBD cord-274147-jvymoene 14 4 associated associate VBN cord-274147-jvymoene 14 5 with with IN cord-274147-jvymoene 14 6 exposures exposure NNS cord-274147-jvymoene 14 7 to to IN cord-274147-jvymoene 14 8 an an DT cord-274147-jvymoene 14 9 animal animal NN cord-274147-jvymoene 14 10 source source NN cord-274147-jvymoene 14 11 but but CC cord-274147-jvymoene 14 12 it -PRON- PRP cord-274147-jvymoene 14 13 also also RB cord-274147-jvymoene 14 14 became become VBD cord-274147-jvymoene 14 15 clear clear JJ cord-274147-jvymoene 14 16 that that IN cord-274147-jvymoene 14 17 the the DT cord-274147-jvymoene 14 18 virus virus NN cord-274147-jvymoene 14 19 spreads spread VBZ cord-274147-jvymoene 14 20 between between IN cord-274147-jvymoene 14 21 humans human NNS cord-274147-jvymoene 14 22 . . . cord-274147-jvymoene 15 1 Globally globally RB cord-274147-jvymoene 15 2 , , , cord-274147-jvymoene 15 3 COVID-19 COVID-19 NNP cord-274147-jvymoene 15 4 resulted result VBD cord-274147-jvymoene 15 5 in in IN cord-274147-jvymoene 15 6 exponential exponential JJ cord-274147-jvymoene 15 7 growth growth NN cord-274147-jvymoene 15 8 in in IN cord-274147-jvymoene 15 9 cases case NNS cord-274147-jvymoene 15 10 and and CC cord-274147-jvymoene 15 11 deaths death NNS cord-274147-jvymoene 15 12 from from IN cord-274147-jvymoene 15 13 22 22 CD cord-274147-jvymoene 15 14 January January NNP cord-274147-jvymoene 15 15 2020 2020 CD cord-274147-jvymoene 15 16 to to IN cord-274147-jvymoene 15 17 30 30 CD cord-274147-jvymoene 15 18 March March NNP cord-274147-jvymoene 15 19 2020 2020 CD cord-274147-jvymoene 15 20 and and CC cord-274147-jvymoene 15 21 continued continue VBD cord-274147-jvymoene 15 22 to to TO cord-274147-jvymoene 15 23 spread spread VB cord-274147-jvymoene 15 24 rapidly rapidly RB cord-274147-jvymoene 15 25 . . . cord-274147-jvymoene 16 1 Therefore therefore RB cord-274147-jvymoene 16 2 , , , cord-274147-jvymoene 16 3 urgent urgent JJ cord-274147-jvymoene 16 4 measures measure NNS cord-274147-jvymoene 16 5 are be VBP cord-274147-jvymoene 16 6 needed need VBN cord-274147-jvymoene 16 7 to to TO cord-274147-jvymoene 16 8 save save VB cord-274147-jvymoene 16 9 humanity humanity NN cord-274147-jvymoene 16 10 from from IN cord-274147-jvymoene 16 11 this this DT cord-274147-jvymoene 16 12 deadly deadly JJ cord-274147-jvymoene 16 13 outbreak outbreak NN cord-274147-jvymoene 16 14 . . . cord-274147-jvymoene 17 1 Figure figure NN cord-274147-jvymoene 17 2 1 1 CD cord-274147-jvymoene 17 3 is be VBZ cord-274147-jvymoene 17 4 a a DT cord-274147-jvymoene 17 5 graphical graphical JJ cord-274147-jvymoene 17 6 representation representation NN cord-274147-jvymoene 17 7 of of IN cord-274147-jvymoene 17 8 the the DT cord-274147-jvymoene 17 9 total total NN cord-274147-jvymoene 17 10 confirmed confirm VBN cord-274147-jvymoene 17 11 cases case NNS cord-274147-jvymoene 17 12 of of IN cord-274147-jvymoene 17 13 COVID-19 covid-19 CD cord-274147-jvymoene 17 14 in in IN cord-274147-jvymoene 17 15 China China NNP cord-274147-jvymoene 17 16 from from IN cord-274147-jvymoene 17 17 22 22 CD cord-274147-jvymoene 17 18 January January NNP cord-274147-jvymoene 17 19 2020 2020 CD cord-274147-jvymoene 17 20 to to IN cord-274147-jvymoene 17 21 30 30 CD cord-274147-jvymoene 17 22 March March NNP cord-274147-jvymoene 17 23 2020 2020 CD cord-274147-jvymoene 18 1 ( ( -LRB- cord-274147-jvymoene 18 2 WHO who WP cord-274147-jvymoene 18 3 , , , cord-274147-jvymoene 18 4 2020d 2020d CD cord-274147-jvymoene 18 5 ) ) -RRB- cord-274147-jvymoene 18 6 . . . cord-274147-jvymoene 19 1 Unlike unlike IN cord-274147-jvymoene 19 2 in in IN cord-274147-jvymoene 19 3 the the DT cord-274147-jvymoene 19 4 global global JJ cord-274147-jvymoene 19 5 case case NN cord-274147-jvymoene 19 6 , , , cord-274147-jvymoene 19 7 the the DT cord-274147-jvymoene 19 8 new new JJ cord-274147-jvymoene 19 9 confirmed confirm VBN cord-274147-jvymoene 19 10 cases case NNS cord-274147-jvymoene 19 11 increased increase VBD cord-274147-jvymoene 19 12 from from IN cord-274147-jvymoene 19 13 the the DT cord-274147-jvymoene 19 14 onset onset NN cord-274147-jvymoene 19 15 of of IN cord-274147-jvymoene 19 16 the the DT cord-274147-jvymoene 19 17 outbreak outbreak NN cord-274147-jvymoene 19 18 till till IN cord-274147-jvymoene 19 19 20 20 CD cord-274147-jvymoene 19 20 February February NNP cord-274147-jvymoene 19 21 2020 2020 CD cord-274147-jvymoene 19 22 and and CC cord-274147-jvymoene 19 23 then then RB cord-274147-jvymoene 19 24 started start VBD cord-274147-jvymoene 19 25 to to TO cord-274147-jvymoene 19 26 decrease decrease VB cord-274147-jvymoene 19 27 . . . cord-274147-jvymoene 20 1 This this DT cord-274147-jvymoene 20 2 decrease decrease NN cord-274147-jvymoene 20 3 was be VBD cord-274147-jvymoene 20 4 due due JJ cord-274147-jvymoene 20 5 to to IN cord-274147-jvymoene 20 6 the the DT cord-274147-jvymoene 20 7 implementation implementation NN cord-274147-jvymoene 20 8 of of IN cord-274147-jvymoene 20 9 effective effective JJ cord-274147-jvymoene 20 10 control control NN cord-274147-jvymoene 20 11 measures measure NNS cord-274147-jvymoene 20 12 , , , cord-274147-jvymoene 20 13 including include VBG cord-274147-jvymoene 20 14 : : : cord-274147-jvymoene 20 15 public public JJ cord-274147-jvymoene 20 16 education education NN cord-274147-jvymoene 20 17 on on IN cord-274147-jvymoene 20 18 disease disease NNP cord-274147-jvymoene 20 19 prevention prevention NN cord-274147-jvymoene 20 20 and and CC cord-274147-jvymoene 20 21 environmental environmental JJ cord-274147-jvymoene 20 22 hygiene hygiene NN cord-274147-jvymoene 20 23 ; ; : cord-274147-jvymoene 20 24 installation installation NN cord-274147-jvymoene 20 25 of of IN cord-274147-jvymoene 20 26 infra infra JJ cord-274147-jvymoene 20 27 - - HYPH cord-274147-jvymoene 20 28 red red JJ cord-274147-jvymoene 20 29 thermometers thermometer NNS cord-274147-jvymoene 20 30 in in IN cord-274147-jvymoene 20 31 airports airport NNS cord-274147-jvymoene 20 32 , , , cord-274147-jvymoene 20 33 railway railway NN cord-274147-jvymoene 20 34 stations station NNS cord-274147-jvymoene 20 35 , , , cord-274147-jvymoene 20 36 etc etc FW cord-274147-jvymoene 20 37 . . . cord-274147-jvymoene 21 1 to to TO cord-274147-jvymoene 21 2 detect detect VB cord-274147-jvymoene 21 3 infectious infectious JJ cord-274147-jvymoene 21 4 Mathematical mathematical JJ cord-274147-jvymoene 21 5 models model NNS cord-274147-jvymoene 21 6 have have VBP cord-274147-jvymoene 21 7 been be VBN cord-274147-jvymoene 21 8 successfully successfully RB cord-274147-jvymoene 21 9 used use VBN cord-274147-jvymoene 21 10 in in IN cord-274147-jvymoene 21 11 studying study VBG cord-274147-jvymoene 21 12 the the DT cord-274147-jvymoene 21 13 dynamics dynamic NNS cord-274147-jvymoene 21 14 of of IN cord-274147-jvymoene 21 15 infectious infectious JJ cord-274147-jvymoene 21 16 disease disease NN cord-274147-jvymoene 21 17 outbreaks outbreak NNS cord-274147-jvymoene 22 1 ( ( -LRB- cord-274147-jvymoene 22 2 Hellewell Hellewell NNP cord-274147-jvymoene 22 3 et et NNP cord-274147-jvymoene 22 4 al al NNP cord-274147-jvymoene 22 5 . . NNP cord-274147-jvymoene 22 6 , , , cord-274147-jvymoene 22 7 2020 2020 CD cord-274147-jvymoene 22 8 ; ; : cord-274147-jvymoene 22 9 Balilla Balilla NNP cord-274147-jvymoene 22 10 , , , cord-274147-jvymoene 22 11 2020 2020 CD cord-274147-jvymoene 22 12 ; ; . cord-274147-jvymoene 23 1 Li Li NNP cord-274147-jvymoene 23 2 et et NNP cord-274147-jvymoene 23 3 al al NNP cord-274147-jvymoene 23 4 . . . cord-274147-jvymoene 24 1 , , , cord-274147-jvymoene 24 2 2020 2020 CD cord-274147-jvymoene 24 3 ; ; : cord-274147-jvymoene 24 4 Kucharski Kucharski NNP cord-274147-jvymoene 24 5 et et NNP cord-274147-jvymoene 24 6 al al NNP cord-274147-jvymoene 24 7 . . NNP cord-274147-jvymoene 24 8 , , , cord-274147-jvymoene 24 9 2020 2020 CD cord-274147-jvymoene 24 10 ; ; . cord-274147-jvymoene 25 1 Mukandavire Mukandavire NNP cord-274147-jvymoene 25 2 et et NNP cord-274147-jvymoene 25 3 al al NNP cord-274147-jvymoene 25 4 . . NNP cord-274147-jvymoene 25 5 , , , cord-274147-jvymoene 25 6 2011 2011 CD cord-274147-jvymoene 25 7 ; ; : cord-274147-jvymoene 25 8 Collins Collins NNP cord-274147-jvymoene 25 9 & & CC cord-274147-jvymoene 25 10 Duffy Duffy NNP cord-274147-jvymoene 25 11 , , , cord-274147-jvymoene 25 12 2018 2018 CD cord-274147-jvymoene 25 13 ; ; : cord-274147-jvymoene 25 14 Collins Collins NNP cord-274147-jvymoene 25 15 & & CC cord-274147-jvymoene 25 16 Govinder Govinder NNP cord-274147-jvymoene 25 17 , , , cord-274147-jvymoene 25 18 2014 2014 CD cord-274147-jvymoene 25 19 ; ; : cord-274147-jvymoene 25 20 Tian Tian NNP cord-274147-jvymoene 25 21 et et NNP cord-274147-jvymoene 25 22 al al NNP cord-274147-jvymoene 25 23 . . NNP cord-274147-jvymoene 25 24 , , , cord-274147-jvymoene 25 25 2020 2020 CD cord-274147-jvymoene 25 26 ; ; . cord-274147-jvymoene 26 1 Mukandavire Mukandavire NNP cord-274147-jvymoene 26 2 , , , cord-274147-jvymoene 26 3 Smith Smith NNP cord-274147-jvymoene 26 4 & & CC cord-274147-jvymoene 26 5 Morris Morris NNP cord-274147-jvymoene 26 6 Jr Jr NNP cord-274147-jvymoene 26 7 , , , cord-274147-jvymoene 26 8 2013 2013 CD cord-274147-jvymoene 26 9 ; ; : cord-274147-jvymoene 26 10 Tuite Tuite NNP cord-274147-jvymoene 26 11 et et FW cord-274147-jvymoene 26 12 al al NNP cord-274147-jvymoene 26 13 . . NNP cord-274147-jvymoene 26 14 , , , cord-274147-jvymoene 26 15 2011 2011 CD cord-274147-jvymoene 26 16 ) ) -RRB- cord-274147-jvymoene 26 17 . . . cord-274147-jvymoene 27 1 For for IN cord-274147-jvymoene 27 2 instance instance NN cord-274147-jvymoene 27 3 , , , cord-274147-jvymoene 27 4 Chen Chen NNP cord-274147-jvymoene 27 5 et et NNP cord-274147-jvymoene 27 6 al al NNP cord-274147-jvymoene 27 7 . . . cord-274147-jvymoene 28 1 ( ( -LRB- cord-274147-jvymoene 28 2 2020 2020 CD cord-274147-jvymoene 28 3 develop develop VB cord-274147-jvymoene 28 4 a a DT cord-274147-jvymoene 28 5 mathematical mathematical JJ cord-274147-jvymoene 28 6 model model NN cord-274147-jvymoene 28 7 for for IN cord-274147-jvymoene 28 8 calculating calculate VBG cord-274147-jvymoene 28 9 the the DT cord-274147-jvymoene 28 10 potential potential JJ cord-274147-jvymoene 28 11 transmission transmission NN cord-274147-jvymoene 28 12 of of IN cord-274147-jvymoene 28 13 COVID-19 COVID-19 NNP cord-274147-jvymoene 28 14 from from IN cord-274147-jvymoene 28 15 the the DT cord-274147-jvymoene 28 16 original original JJ cord-274147-jvymoene 28 17 infection infection NN cord-274147-jvymoene 28 18 source source NN cord-274147-jvymoene 28 19 to to IN cord-274147-jvymoene 28 20 human human JJ cord-274147-jvymoene 28 21 infections infection NNS cord-274147-jvymoene 28 22 . . . cord-274147-jvymoene 29 1 In in IN cord-274147-jvymoene 29 2 this this DT cord-274147-jvymoene 29 3 study study NN cord-274147-jvymoene 29 4 , , , cord-274147-jvymoene 29 5 we -PRON- PRP cord-274147-jvymoene 29 6 will will MD cord-274147-jvymoene 29 7 explore explore VB cord-274147-jvymoene 29 8 the the DT cord-274147-jvymoene 29 9 control control NN cord-274147-jvymoene 29 10 of of IN cord-274147-jvymoene 29 11 COVID-19 COVID-19 NNP cord-274147-jvymoene 29 12 using use VBG cord-274147-jvymoene 29 13 a a DT cord-274147-jvymoene 29 14 mathematical mathematical JJ cord-274147-jvymoene 29 15 model model NN cord-274147-jvymoene 29 16 with with IN cord-274147-jvymoene 29 17 China China NNP cord-274147-jvymoene 29 18 as as IN cord-274147-jvymoene 29 19 a a DT cord-274147-jvymoene 29 20 case case NN cord-274147-jvymoene 29 21 study study NN cord-274147-jvymoene 29 22 and and CC cord-274147-jvymoene 29 23 the the DT cord-274147-jvymoene 29 24 results result NNS cord-274147-jvymoene 29 25 could could MD cord-274147-jvymoene 29 26 be be VB cord-274147-jvymoene 29 27 useful useful JJ cord-274147-jvymoene 29 28 for for IN cord-274147-jvymoene 29 29 other other JJ cord-274147-jvymoene 29 30 countries country NNS cord-274147-jvymoene 29 31 with with IN cord-274147-jvymoene 29 32 a a DT cord-274147-jvymoene 29 33 COVID-19 covid-19 CD cord-274147-jvymoene 29 34 outbreak outbreak NN cord-274147-jvymoene 29 35 . . . cord-274147-jvymoene 30 1 Some some DT cord-274147-jvymoene 30 2 of of IN cord-274147-jvymoene 30 3 the the DT cord-274147-jvymoene 30 4 recommended recommend VBN cord-274147-jvymoene 30 5 control control NN cord-274147-jvymoene 30 6 measures measure NNS cord-274147-jvymoene 30 7 to to TO cord-274147-jvymoene 30 8 reduce reduce VB cord-274147-jvymoene 30 9 the the DT cord-274147-jvymoene 30 10 spread spread NN cord-274147-jvymoene 30 11 of of IN cord-274147-jvymoene 30 12 COVID-19 covid-19 DT cord-274147-jvymoene 30 13 include include VBP cord-274147-jvymoene 30 14 : : : cord-274147-jvymoene 30 15 sensitization sensitization NN cord-274147-jvymoene 30 16 of of IN cord-274147-jvymoene 30 17 the the DT cord-274147-jvymoene 30 18 public public NN cord-274147-jvymoene 30 19 on on IN cord-274147-jvymoene 30 20 how how WRB cord-274147-jvymoene 30 21 to to TO cord-274147-jvymoene 30 22 reduce reduce VB cord-274147-jvymoene 30 23 transmission transmission NN cord-274147-jvymoene 30 24 , , , cord-274147-jvymoene 30 25 isolation isolation NN cord-274147-jvymoene 30 26 / / SYM cord-274147-jvymoene 30 27 quarantine quarantine NN cord-274147-jvymoene 30 28 of of IN cord-274147-jvymoene 30 29 infectious infectious JJ cord-274147-jvymoene 30 30 individuals individual NNS cord-274147-jvymoene 30 31 , , , cord-274147-jvymoene 30 32 prompt prompt JJ cord-274147-jvymoene 30 33 treatment treatment NN cord-274147-jvymoene 30 34 of of IN cord-274147-jvymoene 30 35 infectious infectious JJ cord-274147-jvymoene 30 36 individuals individual NNS cord-274147-jvymoene 30 37 etc etc FW cord-274147-jvymoene 30 38 . . . cord-274147-jvymoene 31 1 Here here RB cord-274147-jvymoene 31 2 , , , cord-274147-jvymoene 31 3 we -PRON- PRP cord-274147-jvymoene 31 4 formulate formulate VBP cord-274147-jvymoene 31 5 a a DT cord-274147-jvymoene 31 6 mathematical mathematical JJ cord-274147-jvymoene 31 7 model model NN cord-274147-jvymoene 31 8 that that WDT cord-274147-jvymoene 31 9 takes take VBZ cord-274147-jvymoene 31 10 these these DT cord-274147-jvymoene 31 11 control control NN cord-274147-jvymoene 31 12 measures measure NNS cord-274147-jvymoene 31 13 into into IN cord-274147-jvymoene 31 14 consideration consideration NN cord-274147-jvymoene 31 15 . . . cord-274147-jvymoene 32 1 From from IN cord-274147-jvymoene 32 2 the the DT cord-274147-jvymoene 32 3 mode mode NN cord-274147-jvymoene 32 4 of of IN cord-274147-jvymoene 32 5 transmission transmission NN cord-274147-jvymoene 32 6 there there EX cord-274147-jvymoene 32 7 is be VBZ cord-274147-jvymoene 32 8 some some DT cord-274147-jvymoene 32 9 distance distance NN cord-274147-jvymoene 32 10 at at IN cord-274147-jvymoene 32 11 which which WDT cord-274147-jvymoene 32 12 the the DT cord-274147-jvymoene 32 13 virus virus NN cord-274147-jvymoene 32 14 can can MD cord-274147-jvymoene 32 15 not not RB cord-274147-jvymoene 32 16 be be VB cord-274147-jvymoene 32 17 transmitted transmit VBN cord-274147-jvymoene 32 18 . . . cord-274147-jvymoene 33 1 Consider consider VB cord-274147-jvymoene 33 2 a a DT cord-274147-jvymoene 33 3 location location NN cord-274147-jvymoene 33 4 ( ( -LRB- cord-274147-jvymoene 33 5 country country NN cord-274147-jvymoene 33 6 , , , cord-274147-jvymoene 33 7 community community NN cord-274147-jvymoene 33 8 , , , cord-274147-jvymoene 33 9 etc etc FW cord-274147-jvymoene 33 10 . . . cord-274147-jvymoene 33 11 ) ) -RRB- cord-274147-jvymoene 34 1 and and CC cord-274147-jvymoene 34 2 let let VB cord-274147-jvymoene 34 3 N n NN cord-274147-jvymoene 34 4 ( ( -LRB- cord-274147-jvymoene 34 5 t t NN cord-274147-jvymoene 34 6 ) ) -RRB- cord-274147-jvymoene 34 7 be be VB cord-274147-jvymoene 34 8 the the DT cord-274147-jvymoene 34 9 total total JJ cord-274147-jvymoene 34 10 population population NN cord-274147-jvymoene 34 11 of of IN cord-274147-jvymoene 34 12 individuals individual NNS cord-274147-jvymoene 34 13 in in IN cord-274147-jvymoene 34 14 that that DT cord-274147-jvymoene 34 15 location location NN cord-274147-jvymoene 34 16 whose whose WP$ cord-274147-jvymoene 34 17 probability probability NN cord-274147-jvymoene 34 18 of of IN cord-274147-jvymoene 34 19 contacting contact VBG cord-274147-jvymoene 34 20 the the DT cord-274147-jvymoene 34 21 disease disease NN cord-274147-jvymoene 34 22 is be VBZ cord-274147-jvymoene 34 23 greater great JJR cord-274147-jvymoene 34 24 than than IN cord-274147-jvymoene 34 25 zero zero CD cord-274147-jvymoene 34 26 . . . cord-274147-jvymoene 35 1 Next next RB cord-274147-jvymoene 35 2 , , , cord-274147-jvymoene 35 3 we -PRON- PRP cord-274147-jvymoene 35 4 partition partition VBP cord-274147-jvymoene 35 5 N n NN cord-274147-jvymoene 35 6 ( ( -LRB- cord-274147-jvymoene 35 7 t t NN cord-274147-jvymoene 35 8 ) ) -RRB- cord-274147-jvymoene 35 9 into into IN cord-274147-jvymoene 35 10 five five CD cord-274147-jvymoene 35 11 classes class NNS cord-274147-jvymoene 35 12 namely namely RB cord-274147-jvymoene 35 13 : : : cord-274147-jvymoene 35 14 Susceptible susceptible JJ cord-274147-jvymoene 35 15 class class NN cord-274147-jvymoene 35 16 ( ( -LRB- cord-274147-jvymoene 35 17 S(t S(t NNP cord-274147-jvymoene 35 18 ) ) -RRB- cord-274147-jvymoene 35 19 ) ) -RRB- cord-274147-jvymoene 35 20 , , , cord-274147-jvymoene 35 21 Exposed expose VBN cord-274147-jvymoene 35 22 class class NN cord-274147-jvymoene 35 23 ( ( -LRB- cord-274147-jvymoene 35 24 E(t E(t NNP cord-274147-jvymoene 35 25 ) ) -RRB- cord-274147-jvymoene 35 26 ) ) -RRB- cord-274147-jvymoene 35 27 , , , cord-274147-jvymoene 35 28 Infectious infectious JJ cord-274147-jvymoene 35 29 class class NN cord-274147-jvymoene 35 30 ( ( -LRB- cord-274147-jvymoene 35 31 I -PRON- PRP cord-274147-jvymoene 35 32 ( ( -LRB- cord-274147-jvymoene 35 33 t t NN cord-274147-jvymoene 35 34 ) ) -RRB- cord-274147-jvymoene 35 35 ) ) -RRB- cord-274147-jvymoene 35 36 , , , cord-274147-jvymoene 35 37 Quarantine Quarantine NNP cord-274147-jvymoene 35 38 class class NN cord-274147-jvymoene 35 39 ( ( -LRB- cord-274147-jvymoene 35 40 Q(t Q(t NNP cord-274147-jvymoene 35 41 ) ) -RRB- cord-274147-jvymoene 35 42 ) ) -RRB- cord-274147-jvymoene 35 43 and and CC cord-274147-jvymoene 35 44 Recovered recover VBN cord-274147-jvymoene 35 45 / / SYM cord-274147-jvymoene 35 46 removed remove VBD cord-274147-jvymoene 35 47 / / SYM cord-274147-jvymoene 35 48 death death NN cord-274147-jvymoene 35 49 class class NN cord-274147-jvymoene 35 50 _SP cord-274147-jvymoene 35 51 Individuals individual NNS cord-274147-jvymoene 35 52 in in IN cord-274147-jvymoene 35 53 the the DT cord-274147-jvymoene 35 54 location location NN cord-274147-jvymoene 35 55 whose whose WP$ cord-274147-jvymoene 35 56 probability probability NN cord-274147-jvymoene 35 57 of of IN cord-274147-jvymoene 35 58 becoming become VBG cord-274147-jvymoene 35 59 infected infected JJ cord-274147-jvymoene 35 60 is be VBZ cord-274147-jvymoene 35 61 greater great JJR cord-274147-jvymoene 35 62 than than IN cord-274147-jvymoene 35 63 zero zero CD cord-274147-jvymoene 35 64 W w NN cord-274147-jvymoene 35 65 ( ( -LRB- cord-274147-jvymoene 35 66 t t NN cord-274147-jvymoene 35 67 ) ) -RRB- cord-274147-jvymoene 35 68 Pathogens Pathogens NNPS cord-274147-jvymoene 35 69 in in IN cord-274147-jvymoene 35 70 the the DT cord-274147-jvymoene 35 71 environment environment NN cord-274147-jvymoene 35 72 ( ( -LRB- cord-274147-jvymoene 35 73 R(t R(t NNP cord-274147-jvymoene 35 74 ) ) -RRB- cord-274147-jvymoene 35 75 ) ) -RRB- cord-274147-jvymoene 35 76 . . . cord-274147-jvymoene 36 1 Individuals individual NNS cord-274147-jvymoene 36 2 enter enter VBP cord-274147-jvymoene 36 3 the the DT cord-274147-jvymoene 36 4 susceptible susceptible JJ cord-274147-jvymoene 36 5 class class NN cord-274147-jvymoene 36 6 through through IN cord-274147-jvymoene 36 7 migration migration NN cord-274147-jvymoene 36 8 / / SYM cord-274147-jvymoene 36 9 movement movement NN cord-274147-jvymoene 36 10 or or CC cord-274147-jvymoene 36 11 birth birth NN cord-274147-jvymoene 36 12 at at IN cord-274147-jvymoene 36 13 a a DT cord-274147-jvymoene 36 14 rate rate NN cord-274147-jvymoene 36 15 . . . cord-274147-jvymoene 37 1 Susceptible susceptible JJ cord-274147-jvymoene 37 2 individuals individual NNS cord-274147-jvymoene 37 3 become become VBP cord-274147-jvymoene 37 4 exposed expose VBN cord-274147-jvymoene 37 5 by by IN cord-274147-jvymoene 37 6 direct direct JJ cord-274147-jvymoene 37 7 person person NN cord-274147-jvymoene 37 8 - - HYPH cord-274147-jvymoene 37 9 to to IN cord-274147-jvymoene 37 10 - - HYPH cord-274147-jvymoene 37 11 person person NN cord-274147-jvymoene 37 12 contact contact NN cord-274147-jvymoene 37 13 at at IN cord-274147-jvymoene 37 14 a a DT cord-274147-jvymoene 37 15 rate rate NN cord-274147-jvymoene 38 1 β β NNP cord-274147-jvymoene 38 2 I -PRON- PRP cord-274147-jvymoene 38 3 . . . cord-274147-jvymoene 39 1 Susceptible susceptible JJ cord-274147-jvymoene 39 2 individuals individual NNS cord-274147-jvymoene 39 3 can can MD cord-274147-jvymoene 39 4 also also RB cord-274147-jvymoene 39 5 be be VB cord-274147-jvymoene 39 6 exposed expose VBN cord-274147-jvymoene 39 7 through through IN cord-274147-jvymoene 39 8 contact contact NN cord-274147-jvymoene 39 9 with with IN cord-274147-jvymoene 39 10 virus virus NN cord-274147-jvymoene 39 11 in in IN cord-274147-jvymoene 39 12 the the DT cord-274147-jvymoene 39 13 environment environment NN cord-274147-jvymoene 39 14 ( ( -LRB- cord-274147-jvymoene 39 15 shed shed VBN cord-274147-jvymoene 39 16 by by IN cord-274147-jvymoene 39 17 persons person NNS cord-274147-jvymoene 39 18 or or CC cord-274147-jvymoene 39 19 animals animal NNS cord-274147-jvymoene 39 20 ) ) -RRB- cord-274147-jvymoene 39 21 at at IN cord-274147-jvymoene 39 22 a a DT cord-274147-jvymoene 39 23 rate rate NN cord-274147-jvymoene 39 24 β β NN cord-274147-jvymoene 39 25 W w NN cord-274147-jvymoene 39 26 . . . cord-274147-jvymoene 40 1 These these DT cord-274147-jvymoene 40 2 exposed expose VBN cord-274147-jvymoene 40 3 individuals individual NNS cord-274147-jvymoene 40 4 move move VBP cord-274147-jvymoene 40 5 to to IN cord-274147-jvymoene 40 6 the the DT cord-274147-jvymoene 40 7 infectious infectious JJ cord-274147-jvymoene 40 8 class class NN cord-274147-jvymoene 40 9 at at IN cord-274147-jvymoene 40 10 a a DT cord-274147-jvymoene 40 11 rate rate NN cord-274147-jvymoene 40 12 σ σ NN cord-274147-jvymoene 40 13 . . . cord-274147-jvymoene 41 1 Infectious infectious JJ cord-274147-jvymoene 41 2 individual individual NN cord-274147-jvymoene 41 3 recover recover VBP cord-274147-jvymoene 41 4 at at IN cord-274147-jvymoene 41 5 a a DT cord-274147-jvymoene 41 6 rate rate NN cord-274147-jvymoene 41 7 γ γ NN cord-274147-jvymoene 41 8 and and CC cord-274147-jvymoene 41 9 die die VB cord-274147-jvymoene 41 10 from from IN cord-274147-jvymoene 41 11 the the DT cord-274147-jvymoene 41 12 disease disease NN cord-274147-jvymoene 41 13 at at IN cord-274147-jvymoene 41 14 a a DT cord-274147-jvymoene 41 15 rate rate NN cord-274147-jvymoene 41 16 δ δ NN cord-274147-jvymoene 41 17 . . . cord-274147-jvymoene 42 1 There there EX cord-274147-jvymoene 42 2 is be VBZ cord-274147-jvymoene 42 3 also also RB cord-274147-jvymoene 42 4 a a DT cord-274147-jvymoene 42 5 natural natural JJ cord-274147-jvymoene 42 6 death death NN cord-274147-jvymoene 42 7 rate rate NN cord-274147-jvymoene 42 8 µ.W µ.W NNP cord-274147-jvymoene 42 9 ( ( -LRB- cord-274147-jvymoene 42 10 t t NN cord-274147-jvymoene 42 11 ) ) -RRB- cord-274147-jvymoene 42 12 represent represent VB cord-274147-jvymoene 42 13 the the DT cord-274147-jvymoene 42 14 density density NN cord-274147-jvymoene 42 15 of of IN cord-274147-jvymoene 42 16 pathogens pathogen NNS cord-274147-jvymoene 42 17 in in IN cord-274147-jvymoene 42 18 the the DT cord-274147-jvymoene 42 19 environment environment NN cord-274147-jvymoene 42 20 that that WDT cord-274147-jvymoene 42 21 cause cause VBP cord-274147-jvymoene 42 22 the the DT cord-274147-jvymoene 42 23 disease disease NN cord-274147-jvymoene 42 24 . . . cord-274147-jvymoene 43 1 Infectious infectious JJ cord-274147-jvymoene 43 2 individuals individual NNS cord-274147-jvymoene 43 3 shed shed VBP cord-274147-jvymoene 43 4 pathogen pathogen NN cord-274147-jvymoene 43 5 into into IN cord-274147-jvymoene 43 6 the the DT cord-274147-jvymoene 43 7 environment environment NN cord-274147-jvymoene 43 8 at at IN cord-274147-jvymoene 43 9 a a DT cord-274147-jvymoene 43 10 rate rate NN cord-274147-jvymoene 43 11 ν ν NN cord-274147-jvymoene 43 12 and and CC cord-274147-jvymoene 43 13 these these DT cord-274147-jvymoene 43 14 decay decay VBP cord-274147-jvymoene 43 15 at at IN cord-274147-jvymoene 43 16 a a DT cord-274147-jvymoene 43 17 rate rate NN cord-274147-jvymoene 43 18 ξ ξ NNS cord-274147-jvymoene 43 19 . . . cord-274147-jvymoene 44 1 Several several JJ cord-274147-jvymoene 44 2 control control NN cord-274147-jvymoene 44 3 measures measure NNS cord-274147-jvymoene 44 4 are be VBP cord-274147-jvymoene 44 5 introduced introduce VBN cord-274147-jvymoene 44 6 . . . cord-274147-jvymoene 45 1 Sensitization sensitization NN cord-274147-jvymoene 45 2 on on IN cord-274147-jvymoene 45 3 methods method NNS cord-274147-jvymoene 45 4 that that WDT cord-274147-jvymoene 45 5 reduce reduce VBP cord-274147-jvymoene 45 6 an an DT cord-274147-jvymoene 45 7 individuals individual NNS cord-274147-jvymoene 45 8 chance chance NN cord-274147-jvymoene 45 9 of of IN cord-274147-jvymoene 45 10 being be VBG cord-274147-jvymoene 45 11 infected infect VBN cord-274147-jvymoene 45 12 ( ( -LRB- cord-274147-jvymoene 45 13 regular regular JJ cord-274147-jvymoene 45 14 hand hand NN cord-274147-jvymoene 45 15 washing washing NN cord-274147-jvymoene 45 16 etc etc NN cord-274147-jvymoene 45 17 . . . cord-274147-jvymoene 45 18 ) ) -RRB- cord-274147-jvymoene 45 19 is be VBZ cord-274147-jvymoene 45 20 assumed assume VBN cord-274147-jvymoene 45 21 to to TO cord-274147-jvymoene 45 22 reduce reduce VB cord-274147-jvymoene 45 23 the the DT cord-274147-jvymoene 45 24 number number NN cord-274147-jvymoene 45 25 of of IN cord-274147-jvymoene 45 26 susceptible susceptible JJ cord-274147-jvymoene 45 27 individuals individual NNS cord-274147-jvymoene 45 28 at at IN cord-274147-jvymoene 45 29 a a DT cord-274147-jvymoene 45 30 rate rate NN cord-274147-jvymoene 45 31 φ φ NN cord-274147-jvymoene 45 32 . . . cord-274147-jvymoene 46 1 Lock lock NN cord-274147-jvymoene 46 2 - - HYPH cord-274147-jvymoene 46 3 down down NN cord-274147-jvymoene 46 4 reduces reduce VBZ cord-274147-jvymoene 46 5 the the DT cord-274147-jvymoene 46 6 contact contact NN cord-274147-jvymoene 46 7 rates rate NNS cord-274147-jvymoene 46 8 between between IN cord-274147-jvymoene 46 9 the the DT cord-274147-jvymoene 46 10 susceptible susceptible JJ cord-274147-jvymoene 46 11 individuals individual NNS cord-274147-jvymoene 46 12 and and CC cord-274147-jvymoene 46 13 infectious infectious JJ cord-274147-jvymoene 46 14 individuals individual NNS cord-274147-jvymoene 46 15 at at IN cord-274147-jvymoene 46 16 a a DT cord-274147-jvymoene 46 17 rate rate NN cord-274147-jvymoene 46 18 ε ε NN cord-274147-jvymoene 46 19 . . . cord-274147-jvymoene 47 1 Individuals individual NNS cord-274147-jvymoene 47 2 found find VBD cord-274147-jvymoene 47 3 to to TO cord-274147-jvymoene 47 4 be be VB cord-274147-jvymoene 47 5 infected infect VBN cord-274147-jvymoene 47 6 are be VBP cord-274147-jvymoene 47 7 quarantined quarantine VBN cord-274147-jvymoene 47 8 at at IN cord-274147-jvymoene 47 9 a a DT cord-274147-jvymoene 47 10 rate rate NN cord-274147-jvymoene 47 11 ρ ρ NN cord-274147-jvymoene 47 12 . . . cord-274147-jvymoene 48 1 Based base VBN cord-274147-jvymoene 48 2 on on IN cord-274147-jvymoene 48 3 these these DT cord-274147-jvymoene 48 4 assumptions assumption NNS cord-274147-jvymoene 48 5 , , , cord-274147-jvymoene 48 6 the the DT cord-274147-jvymoene 48 7 mathematical mathematical JJ cord-274147-jvymoene 48 8 model model NN cord-274147-jvymoene 48 9 that that WDT cord-274147-jvymoene 48 10 describes describe VBZ cord-274147-jvymoene 48 11 a a DT cord-274147-jvymoene 48 12 COVID-19 covid-19 CD cord-274147-jvymoene 48 13 outbreak outbreak NN cord-274147-jvymoene 48 14 is be VBZ cord-274147-jvymoene 48 15 given give VBN cord-274147-jvymoene 48 16 by by IN cord-274147-jvymoene 48 17 The the DT cord-274147-jvymoene 48 18 meaning meaning NN cord-274147-jvymoene 48 19 of of IN cord-274147-jvymoene 48 20 variables variable NNS cord-274147-jvymoene 48 21 and and CC cord-274147-jvymoene 48 22 parameters parameter NNS cord-274147-jvymoene 48 23 are be VBP cord-274147-jvymoene 48 24 given give VBN cord-274147-jvymoene 48 25 in in IN cord-274147-jvymoene 48 26 Tables table NNS cord-274147-jvymoene 48 27 1 1 CD cord-274147-jvymoene 48 28 and and CC cord-274147-jvymoene 48 29 2 2 CD cord-274147-jvymoene 48 30 . . . cord-274147-jvymoene 49 1 Since since IN cord-274147-jvymoene 49 2 humans human NNS cord-274147-jvymoene 49 3 and and CC cord-274147-jvymoene 49 4 pathogens pathogen NNS cord-274147-jvymoene 49 5 have have VBP cord-274147-jvymoene 49 6 different different JJ cord-274147-jvymoene 49 7 space space NN cord-274147-jvymoene 49 8 and and CC cord-274147-jvymoene 49 9 time time NN cord-274147-jvymoene 49 10 scales scale NNS cord-274147-jvymoene 49 11 , , , cord-274147-jvymoene 49 12 it -PRON- PRP cord-274147-jvymoene 49 13 was be VBD cord-274147-jvymoene 49 14 necessary necessary JJ cord-274147-jvymoene 49 15 to to TO cord-274147-jvymoene 49 16 non non JJ cord-274147-jvymoene 49 17 - - JJ cord-274147-jvymoene 49 18 dimensionalized dimensionalized JJ cord-274147-jvymoene 49 19 model model NN cord-274147-jvymoene 49 20 ( ( -LRB- cord-274147-jvymoene 49 21 1 1 CD cord-274147-jvymoene 49 22 ) ) -RRB- cord-274147-jvymoene 49 23 . . . cord-274147-jvymoene 50 1 To to IN cord-274147-jvymoene 50 2 non non JJ cord-274147-jvymoene 50 3 - - JJ cord-274147-jvymoene 50 4 dimensionalize dimensionalize JJ cord-274147-jvymoene 50 5 the the DT cord-274147-jvymoene 50 6 model model NN cord-274147-jvymoene 50 7 , , , cord-274147-jvymoene 50 8 we -PRON- PRP cord-274147-jvymoene 50 9 set set VBD cord-274147-jvymoene 50 10 the the DT cord-274147-jvymoene 50 11 following follow VBG cord-274147-jvymoene 50 12 : : : cord-274147-jvymoene 51 1 Based base VBN cord-274147-jvymoene 51 2 on on IN cord-274147-jvymoene 51 3 these these DT cord-274147-jvymoene 51 4 , , , cord-274147-jvymoene 51 5 the the DT cord-274147-jvymoene 51 6 Table Table NNP cord-274147-jvymoene 51 7 2 2 CD cord-274147-jvymoene 51 8 Parameters parameter NNS cord-274147-jvymoene 51 9 and and CC cord-274147-jvymoene 51 10 their -PRON- PRP$ cord-274147-jvymoene 51 11 meaning meaning NN cord-274147-jvymoene 51 12 for for IN cord-274147-jvymoene 51 13 model model NN cord-274147-jvymoene 51 14 ( ( -LRB- cord-274147-jvymoene 51 15 1 1 CD cord-274147-jvymoene 51 16 ) ) -RRB- cord-274147-jvymoene 51 17 . . . cord-274147-jvymoene 52 1 Natural natural JJ cord-274147-jvymoene 52 2 death death NN cord-274147-jvymoene 52 3 rate rate NN cord-274147-jvymoene 52 4 of of IN cord-274147-jvymoene 52 5 humans human NNS cord-274147-jvymoene 53 1 δ δ NNP cord-274147-jvymoene 54 1 COVID-19 COVID-19 NNP cord-274147-jvymoene 54 2 induced induce VBN cord-274147-jvymoene 54 3 death death NN cord-274147-jvymoene 54 4 rate rate NN cord-274147-jvymoene 55 1 ρ ρ LS cord-274147-jvymoene 55 2 Rate rate NN cord-274147-jvymoene 55 3 of of IN cord-274147-jvymoene 55 4 quarantine quarantine NN cord-274147-jvymoene 55 5 of of IN cord-274147-jvymoene 55 6 I -PRON- PRP cord-274147-jvymoene 55 7 ( ( -LRB- cord-274147-jvymoene 55 8 t t NN cord-274147-jvymoene 55 9 ) ) -RRB- cord-274147-jvymoene 55 10 ξ ξ VBZ cord-274147-jvymoene 55 11 Pathogens pathogen NNS cord-274147-jvymoene 55 12 decay decay VBP cord-274147-jvymoene 55 13 rate rate NN cord-274147-jvymoene 55 14 ν ν NN cord-274147-jvymoene 55 15 Shedding shedding NN cord-274147-jvymoene 55 16 rate rate NN cord-274147-jvymoene 55 17 of of IN cord-274147-jvymoene 55 18 pathogens pathogen NNS cord-274147-jvymoene 55 19 σ σ NN cord-274147-jvymoene 55 20 Rate rate NN cord-274147-jvymoene 55 21 at at IN cord-274147-jvymoene 55 22 which which WDT cord-274147-jvymoene 55 23 E(t E(t NNP cord-274147-jvymoene 55 24 ) ) -RRB- cord-274147-jvymoene 55 25 becomes become VBZ cord-274147-jvymoene 55 26 I -PRON- PRP cord-274147-jvymoene 55 27 ( ( -LRB- cord-274147-jvymoene 55 28 t t NN cord-274147-jvymoene 55 29 ) ) -RRB- cord-274147-jvymoene 56 1 γ γ NNP cord-274147-jvymoene 56 2 Rate rate NN cord-274147-jvymoene 56 3 of of IN cord-274147-jvymoene 56 4 recovery recovery NN cord-274147-jvymoene 56 5 for for IN cord-274147-jvymoene 56 6 Q(t Q(t NNP cord-274147-jvymoene 56 7 ) ) -RRB- cord-274147-jvymoene 56 8 and and CC cord-274147-jvymoene 56 9 I -PRON- PRP cord-274147-jvymoene 56 10 ( ( -LRB- cord-274147-jvymoene 56 11 t t NN cord-274147-jvymoene 56 12 ) ) -RRB- cord-274147-jvymoene 56 13 φ φ . cord-274147-jvymoene 56 14 Rate rate NN cord-274147-jvymoene 56 15 of of IN cord-274147-jvymoene 56 16 reduction reduction NN cord-274147-jvymoene 56 17 of of IN cord-274147-jvymoene 56 18 S(t S(t NNP cord-274147-jvymoene 56 19 ) ) -RRB- cord-274147-jvymoene 56 20 due due IN cord-274147-jvymoene 56 21 to to IN cord-274147-jvymoene 56 22 sensitization sensitization NN cord-274147-jvymoene 56 23 information information NN cord-274147-jvymoene 56 24 ε ε . cord-274147-jvymoene 56 25 Rate rate NN cord-274147-jvymoene 56 26 of of IN cord-274147-jvymoene 56 27 reduction reduction NN cord-274147-jvymoene 56 28 in in IN cord-274147-jvymoene 56 29 contact contact NN cord-274147-jvymoene 56 30 rate rate NN cord-274147-jvymoene 56 31 of of IN cord-274147-jvymoene 56 32 S(t S(t NNP cord-274147-jvymoene 56 33 ) ) -RRB- cord-274147-jvymoene 56 34 with with IN cord-274147-jvymoene 56 35 I -PRON- PRP cord-274147-jvymoene 56 36 ( ( -LRB- cord-274147-jvymoene 56 37 t t NN cord-274147-jvymoene 56 38 ) ) -RRB- cord-274147-jvymoene 56 39 due due IN cord-274147-jvymoene 56 40 to to TO cord-274147-jvymoene 56 41 lock lock VB cord-274147-jvymoene 56 42 down down RP cord-274147-jvymoene 56 43 dimensionless dimensionless JJ cord-274147-jvymoene 56 44 model model NN cord-274147-jvymoene 56 45 is be VBZ cord-274147-jvymoene 56 46 given give VBN cord-274147-jvymoene 56 47 by by IN cord-274147-jvymoene 56 48 The the DT cord-274147-jvymoene 56 49 model model NN cord-274147-jvymoene 56 50 is be VBZ cord-274147-jvymoene 56 51 used use VBN cord-274147-jvymoene 56 52 to to TO cord-274147-jvymoene 56 53 investigate investigate VB cord-274147-jvymoene 56 54 the the DT cord-274147-jvymoene 56 55 dynamics dynamic NNS cord-274147-jvymoene 56 56 of of IN cord-274147-jvymoene 56 57 a a DT cord-274147-jvymoene 56 58 COVID-19 covid-19 CD cord-274147-jvymoene 56 59 outbreak outbreak NN cord-274147-jvymoene 56 60 . . . cord-274147-jvymoene 57 1 First first RB cord-274147-jvymoene 57 2 , , , cord-274147-jvymoene 57 3 the the DT cord-274147-jvymoene 57 4 basic basic JJ cord-274147-jvymoene 57 5 reproduction reproduction NN cord-274147-jvymoene 57 6 number number NN cord-274147-jvymoene 57 7 , , , cord-274147-jvymoene 57 8 denoted denote VBN cord-274147-jvymoene 57 9 by by IN cord-274147-jvymoene 57 10 R r NN cord-274147-jvymoene 57 11 0 0 CD cord-274147-jvymoene 57 12 , , , cord-274147-jvymoene 57 13 is be VBZ cord-274147-jvymoene 57 14 calculated calculate VBN cord-274147-jvymoene 57 15 as as IN cord-274147-jvymoene 57 16 epidemiologically epidemiologically RB cord-274147-jvymoene 58 1 it -PRON- PRP cord-274147-jvymoene 58 2 represents represent VBZ cord-274147-jvymoene 58 3 the the DT cord-274147-jvymoene 58 4 expected expect VBN cord-274147-jvymoene 58 5 number number NN cord-274147-jvymoene 58 6 of of IN cord-274147-jvymoene 58 7 secondary secondary JJ cord-274147-jvymoene 58 8 infections infection NNS cord-274147-jvymoene 58 9 that that WDT cord-274147-jvymoene 58 10 result result VBP cord-274147-jvymoene 58 11 from from IN cord-274147-jvymoene 58 12 introducing introduce VBG cord-274147-jvymoene 58 13 a a DT cord-274147-jvymoene 58 14 single single JJ cord-274147-jvymoene 58 15 infectious infectious JJ cord-274147-jvymoene 58 16 individual individual NN cord-274147-jvymoene 58 17 into into IN cord-274147-jvymoene 58 18 an an DT cord-274147-jvymoene 58 19 otherwise otherwise RB cord-274147-jvymoene 58 20 susceptible susceptible JJ cord-274147-jvymoene 58 21 population population NN cord-274147-jvymoene 58 22 ( ( -LRB- cord-274147-jvymoene 58 23 Van Van NNP cord-274147-jvymoene 58 24 den den NNP cord-274147-jvymoene 58 25 Driessche Driessche NNP cord-274147-jvymoene 58 26 & & CC cord-274147-jvymoene 58 27 Watmough Watmough NNP cord-274147-jvymoene 58 28 , , , cord-274147-jvymoene 58 29 2002 2002 CD cord-274147-jvymoene 58 30 ) ) -RRB- cord-274147-jvymoene 58 31 . . . cord-274147-jvymoene 59 1 If if IN cord-274147-jvymoene 59 2 R r NN cord-274147-jvymoene 59 3 0 0 CD cord-274147-jvymoene 59 4 < < XX cord-274147-jvymoene 59 5 1 1 CD cord-274147-jvymoene 59 6 , , , cord-274147-jvymoene 59 7 the the DT cord-274147-jvymoene 59 8 outbreak outbreak NN cord-274147-jvymoene 59 9 is be VBZ cord-274147-jvymoene 59 10 likely likely JJ cord-274147-jvymoene 59 11 to to TO cord-274147-jvymoene 59 12 eventually eventually RB cord-274147-jvymoene 59 13 end end VB cord-274147-jvymoene 59 14 . . . cord-274147-jvymoene 60 1 On on IN cord-274147-jvymoene 60 2 the the DT cord-274147-jvymoene 60 3 other other JJ cord-274147-jvymoene 60 4 hand hand NN cord-274147-jvymoene 60 5 , , , cord-274147-jvymoene 60 6 if if IN cord-274147-jvymoene 60 7 R r NN cord-274147-jvymoene 60 8 0 0 CD cord-274147-jvymoene 60 9 > > XX cord-274147-jvymoene 60 10 1 1 CD cord-274147-jvymoene 60 11 the the DT cord-274147-jvymoene 60 12 outbreak outbreak NN cord-274147-jvymoene 60 13 will will MD cord-274147-jvymoene 60 14 continue continue VB cord-274147-jvymoene 60 15 . . . cord-274147-jvymoene 61 1 Thus thus RB cord-274147-jvymoene 61 2 , , , cord-274147-jvymoene 61 3 the the DT cord-274147-jvymoene 61 4 value value NN cord-274147-jvymoene 61 5 of of IN cord-274147-jvymoene 61 6 the the DT cord-274147-jvymoene 61 7 basic basic JJ cord-274147-jvymoene 61 8 reproduction reproduction NN cord-274147-jvymoene 61 9 number number NN cord-274147-jvymoene 61 10 gives give VBZ cord-274147-jvymoene 61 11 an an DT cord-274147-jvymoene 61 12 indication indication NN cord-274147-jvymoene 61 13 on on IN cord-274147-jvymoene 61 14 the the DT cord-274147-jvymoene 61 15 overall overall JJ cord-274147-jvymoene 61 16 rate rate NN cord-274147-jvymoene 61 17 at at IN cord-274147-jvymoene 61 18 which which WDT cord-274147-jvymoene 61 19 the the DT cord-274147-jvymoene 61 20 disease disease NN cord-274147-jvymoene 61 21 spreads spread VBZ cord-274147-jvymoene 61 22 . . . cord-274147-jvymoene 62 1 The the DT cord-274147-jvymoene 62 2 basic basic JJ cord-274147-jvymoene 62 3 reproduction reproduction NN cord-274147-jvymoene 62 4 number number NN cord-274147-jvymoene 62 5 ( ( -LRB- cord-274147-jvymoene 62 6 R r NN cord-274147-jvymoene 62 7 0 0 CD cord-274147-jvymoene 62 8 ) ) -RRB- cord-274147-jvymoene 62 9 of of IN cord-274147-jvymoene 62 10 model model NN cord-274147-jvymoene 62 11 ( ( -LRB- cord-274147-jvymoene 62 12 2 2 CD cord-274147-jvymoene 62 13 ) ) -RRB- cord-274147-jvymoene 62 14 computed compute VBN cord-274147-jvymoene 62 15 using use VBG cord-274147-jvymoene 62 16 the the DT cord-274147-jvymoene 62 17 next next JJ cord-274147-jvymoene 62 18 generation generation NN cord-274147-jvymoene 62 19 matrix matrix NN cord-274147-jvymoene 62 20 approach approach NN cord-274147-jvymoene 62 21 ( ( -LRB- cord-274147-jvymoene 62 22 Van Van NNP cord-274147-jvymoene 62 23 den den NNP cord-274147-jvymoene 62 24 Driessche Driessche NNP cord-274147-jvymoene 62 25 & & CC cord-274147-jvymoene 62 26 Watmough Watmough NNP cord-274147-jvymoene 62 27 , , , cord-274147-jvymoene 62 28 2002 2002 CD cord-274147-jvymoene 62 29 ) ) -RRB- cord-274147-jvymoene 62 30 is be VBZ cord-274147-jvymoene 62 31 . . . cord-274147-jvymoene 63 1 ( ( -LRB- cord-274147-jvymoene 63 2 3 3 LS cord-274147-jvymoene 63 3 ) ) -RRB- cord-274147-jvymoene 64 1 The the DT cord-274147-jvymoene 64 2 equilibrium equilibrium NN cord-274147-jvymoene 64 3 point point NN cord-274147-jvymoene 64 4 of of IN cord-274147-jvymoene 64 5 model model NN cord-274147-jvymoene 64 6 ( ( -LRB- cord-274147-jvymoene 64 7 2 2 LS cord-274147-jvymoene 64 8 ) ) -RRB- cord-274147-jvymoene 64 9 when when WRB cord-274147-jvymoene 64 10 there there EX cord-274147-jvymoene 64 11 is be VBZ cord-274147-jvymoene 64 12 no no DT cord-274147-jvymoene 64 13 disease disease NN cord-274147-jvymoene 64 14 in in IN cord-274147-jvymoene 64 15 the the DT cord-274147-jvymoene 64 16 population population NN cord-274147-jvymoene 64 17 ( ( -LRB- cord-274147-jvymoene 64 18 disease disease NNP cord-274147-jvymoene 64 19 free free JJ cord-274147-jvymoene 64 20 equilibrium equilibrium NN cord-274147-jvymoene 64 21 ( ( -LRB- cord-274147-jvymoene 64 22 DFE DFE NNP cord-274147-jvymoene 64 23 ) ) -RRB- cord-274147-jvymoene 64 24 ) ) -RRB- cord-274147-jvymoene 64 25 is be VBZ cord-274147-jvymoene 64 26 given give VBN cord-274147-jvymoene 64 27 by by IN cord-274147-jvymoene 64 28 Second Second NNP cord-274147-jvymoene 64 29 , , , cord-274147-jvymoene 64 30 the the DT cord-274147-jvymoene 64 31 model model NN cord-274147-jvymoene 64 32 is be VBZ cord-274147-jvymoene 64 33 fit fit JJ cord-274147-jvymoene 64 34 to to IN cord-274147-jvymoene 64 35 the the DT cord-274147-jvymoene 64 36 real real JJ cord-274147-jvymoene 64 37 data datum NNS cord-274147-jvymoene 64 38 ( ( -LRB- cord-274147-jvymoene 64 39 active active JJ cord-274147-jvymoene 64 40 cases case NNS cord-274147-jvymoene 64 41 of of IN cord-274147-jvymoene 64 42 COVID-19 COVID-19 NNP cord-274147-jvymoene 64 43 Worldometer Worldometer NNP cord-274147-jvymoene 64 44 ( ( -LRB- cord-274147-jvymoene 64 45 2020 2020 CD cord-274147-jvymoene 64 46 ) ) -RRB- cord-274147-jvymoene 64 47 ) ) -RRB- cord-274147-jvymoene 64 48 . . . cord-274147-jvymoene 65 1 In in IN cord-274147-jvymoene 65 2 fitting fit VBG cord-274147-jvymoene 65 3 the the DT cord-274147-jvymoene 65 4 model model NN cord-274147-jvymoene 65 5 , , , cord-274147-jvymoene 65 6 the the DT cord-274147-jvymoene 65 7 parameters parameter NNS cord-274147-jvymoene 65 8 γ γ NN cord-274147-jvymoene 65 9 , , , cord-274147-jvymoene 65 10 µ,δ µ,δ NNP cord-274147-jvymoene 65 11 , , , cord-274147-jvymoene 65 12 ξ ξ NNS cord-274147-jvymoene 65 13 were be VBD cord-274147-jvymoene 65 14 fixed fix VBN cord-274147-jvymoene 65 15 with with IN cord-274147-jvymoene 65 16 values value NNS cord-274147-jvymoene 65 17 taken take VBN cord-274147-jvymoene 65 18 from from IN cord-274147-jvymoene 65 19 Chen Chen NNP cord-274147-jvymoene 65 20 et et NNP cord-274147-jvymoene 65 21 al al NNP cord-274147-jvymoene 65 22 . . . cord-274147-jvymoene 66 1 ( ( -LRB- cord-274147-jvymoene 66 2 2020 2020 CD cord-274147-jvymoene 66 3 ) ) -RRB- cord-274147-jvymoene 66 4 except except IN cord-274147-jvymoene 66 5 δ δ LS cord-274147-jvymoene 66 6 which which WDT cord-274147-jvymoene 66 7 we -PRON- PRP cord-274147-jvymoene 66 8 estimated estimate VBD cord-274147-jvymoene 66 9 based base VBN cord-274147-jvymoene 66 10 on on IN cord-274147-jvymoene 66 11 a a DT cord-274147-jvymoene 66 12 high high JJ cord-274147-jvymoene 66 13 estimate estimate NN cord-274147-jvymoene 66 14 of of IN cord-274147-jvymoene 66 15 the the DT cord-274147-jvymoene 66 16 death death NN cord-274147-jvymoene 66 17 rate rate NN cord-274147-jvymoene 66 18 due due IN cord-274147-jvymoene 66 19 to to IN cord-274147-jvymoene 66 20 Covid-19 covid-19 VB cord-274147-jvymoene 66 21 ( ( -LRB- cord-274147-jvymoene 66 22 i.e. i.e. FW cord-274147-jvymoene 66 23 , , , cord-274147-jvymoene 66 24 Italy Italy NNP cord-274147-jvymoene 66 25 at at IN cord-274147-jvymoene 66 26 the the DT cord-274147-jvymoene 66 27 peak peak NN cord-274147-jvymoene 66 28 of of IN cord-274147-jvymoene 66 29 their -PRON- PRP$ cord-274147-jvymoene 66 30 epidemic epidemic NN cord-274147-jvymoene 66 31 ) ) -RRB- cord-274147-jvymoene 66 32 . . . cord-274147-jvymoene 67 1 The the DT cord-274147-jvymoene 67 2 values value NNS cord-274147-jvymoene 67 3 are be VBP cord-274147-jvymoene 67 4 : : : cord-274147-jvymoene 67 5 γ γ NN cord-274147-jvymoene 67 6 = = SYM cord-274147-jvymoene 67 7 0.172 0.172 XX cord-274147-jvymoene 67 8 , , , cord-274147-jvymoene 67 9 µ µ NN cord-274147-jvymoene 67 10 = = SYM cord-274147-jvymoene 67 11 0.002 0.002 NN cord-274147-jvymoene 67 12 , , , cord-274147-jvymoene 67 13 δ δ NN cord-274147-jvymoene 67 14 = = SYM cord-274147-jvymoene 67 15 0.113 0.113 CD cord-274147-jvymoene 67 16 , , , cord-274147-jvymoene 67 17 ξ ξ NN cord-274147-jvymoene 67 18 = = SYM cord-274147-jvymoene 67 19 0.100 0.100 CD cord-274147-jvymoene 67 20 . . . cord-274147-jvymoene 68 1 To to TO cord-274147-jvymoene 68 2 estimate estimate VB cord-274147-jvymoene 68 3 the the DT cord-274147-jvymoene 68 4 remaining remain VBG cord-274147-jvymoene 68 5 parameters parameter NNS cord-274147-jvymoene 68 6 the the DT cord-274147-jvymoene 68 7 data data NN cord-274147-jvymoene 68 8 is be VBZ cord-274147-jvymoene 68 9 also also RB cord-274147-jvymoene 68 10 non non JJ cord-274147-jvymoene 68 11 - - JJ cord-274147-jvymoene 68 12 dimensionalized dimensionalized JJ cord-274147-jvymoene 68 13 to to TO cord-274147-jvymoene 68 14 allow allow VB cord-274147-jvymoene 68 15 for for IN cord-274147-jvymoene 68 16 a a DT cord-274147-jvymoene 68 17 best good JJS cord-274147-jvymoene 68 18 fit fit NN cord-274147-jvymoene 68 19 to to IN cord-274147-jvymoene 68 20 the the DT cord-274147-jvymoene 68 21 model model NN cord-274147-jvymoene 68 22 . . . cord-274147-jvymoene 69 1 The the DT cord-274147-jvymoene 69 2 resulting result VBG cord-274147-jvymoene 69 3 parameter parameter NN cord-274147-jvymoene 69 4 values value NNS cord-274147-jvymoene 69 5 are be VBP cord-274147-jvymoene 69 6 : : : cord-274147-jvymoene 69 7 β β NN cord-274147-jvymoene 69 8 = = SYM cord-274147-jvymoene 69 9 1.097 1.097 CD cord-274147-jvymoene 69 10 , , , cord-274147-jvymoene 69 11 α α NN cord-274147-jvymoene 69 12 = = SYM cord-274147-jvymoene 69 13 0.098 0.098 CD cord-274147-jvymoene 69 14 , , , cord-274147-jvymoene 69 15 φ φ NN cord-274147-jvymoene 69 16 = = SYM cord-274147-jvymoene 69 17 0.006 0.006 CD cord-274147-jvymoene 69 18 , , , cord-274147-jvymoene 69 19 σ σ NN cord-274147-jvymoene 69 20 = = SYM cord-274147-jvymoene 69 21 0.947 0.947 CD cord-274147-jvymoene 69 22 , , , cord-274147-jvymoene 69 23 ρ ρ NNP cord-274147-jvymoene 69 24 = = SYM cord-274147-jvymoene 69 25 0.242 0.242 CD cord-274147-jvymoene 69 26 , , , cord-274147-jvymoene 69 27 ε ε NN cord-274147-jvymoene 69 28 = = NFP cord-274147-jvymoene 70 1 0.211 0.211 NFP cord-274147-jvymoene 70 2 . . . cord-274147-jvymoene 71 1 The the DT cord-274147-jvymoene 71 2 results result NNS cord-274147-jvymoene 71 3 are be VBP cord-274147-jvymoene 71 4 then then RB cord-274147-jvymoene 71 5 converted convert VBN cord-274147-jvymoene 71 6 back back RB cord-274147-jvymoene 71 7 to to IN cord-274147-jvymoene 71 8 the the DT cord-274147-jvymoene 71 9 original original JJ cord-274147-jvymoene 71 10 dimensions dimension NNS cord-274147-jvymoene 71 11 ( ( -LRB- cord-274147-jvymoene 71 12 Fig fig NN cord-274147-jvymoene 71 13 . . NNP cord-274147-jvymoene 71 14 2 2 CD cord-274147-jvymoene 71 15 ) ) -RRB- cord-274147-jvymoene 71 16 . . . cord-274147-jvymoene 72 1 In in IN cord-274147-jvymoene 72 2 this this DT cord-274147-jvymoene 72 3 way way NN cord-274147-jvymoene 72 4 the the DT cord-274147-jvymoene 72 5 actual actual JJ cord-274147-jvymoene 72 6 data data NN cord-274147-jvymoene 72 7 is be VBZ cord-274147-jvymoene 72 8 a a DT cord-274147-jvymoene 72 9 benchmark benchmark NN cord-274147-jvymoene 72 10 for for IN cord-274147-jvymoene 72 11 the the DT cord-274147-jvymoene 72 12 ensuring ensure VBG cord-274147-jvymoene 72 13 visual visual JJ cord-274147-jvymoene 72 14 comparisons comparison NNS cord-274147-jvymoene 72 15 . . . cord-274147-jvymoene 73 1 In in IN cord-274147-jvymoene 73 2 terms term NNS cord-274147-jvymoene 73 3 of of IN cord-274147-jvymoene 73 4 the the DT cord-274147-jvymoene 73 5 overall overall JJ cord-274147-jvymoene 73 6 trend trend NN cord-274147-jvymoene 73 7 , , , cord-274147-jvymoene 73 8 there there EX cord-274147-jvymoene 73 9 is be VBZ cord-274147-jvymoene 73 10 a a DT cord-274147-jvymoene 73 11 reasonable reasonable JJ cord-274147-jvymoene 73 12 fit fit NN cord-274147-jvymoene 73 13 of of IN cord-274147-jvymoene 73 14 the the DT cord-274147-jvymoene 73 15 data datum NNS cord-274147-jvymoene 73 16 for for IN cord-274147-jvymoene 73 17 active active JJ cord-274147-jvymoene 73 18 cases case NNS cord-274147-jvymoene 73 19 of of IN cord-274147-jvymoene 73 20 the the DT cord-274147-jvymoene 73 21 COVID-19 covid-19 JJ cord-274147-jvymoene 73 22 outbreak outbreak NN cord-274147-jvymoene 73 23 in in IN cord-274147-jvymoene 73 24 China China NNP cord-274147-jvymoene 73 25 from from IN cord-274147-jvymoene 73 26 22 22 CD cord-274147-jvymoene 73 27 January January NNP cord-274147-jvymoene 73 28 2020 2020 CD cord-274147-jvymoene 73 29 to to IN cord-274147-jvymoene 73 30 30 30 CD cord-274147-jvymoene 73 31 March March NNP cord-274147-jvymoene 73 32 2020 2020 CD cord-274147-jvymoene 73 33 . . . cord-274147-jvymoene 74 1 Thus thus RB cord-274147-jvymoene 74 2 , , , cord-274147-jvymoene 74 3 the the DT cord-274147-jvymoene 74 4 model model NN cord-274147-jvymoene 74 5 can can MD cord-274147-jvymoene 74 6 be be VB cord-274147-jvymoene 74 7 used use VBN cord-274147-jvymoene 74 8 further far RBR cord-274147-jvymoene 74 9 to to TO cord-274147-jvymoene 74 10 explore explore VB cord-274147-jvymoene 74 11 the the DT cord-274147-jvymoene 74 12 dynamics dynamic NNS cord-274147-jvymoene 74 13 of of IN cord-274147-jvymoene 74 14 COVID-19 covid-19 JJ cord-274147-jvymoene 74 15 outbreaks outbreak NNS cord-274147-jvymoene 74 16 . . . cord-274147-jvymoene 75 1 Using use VBG cord-274147-jvymoene 75 2 the the DT cord-274147-jvymoene 75 3 parameter parameter NN cord-274147-jvymoene 75 4 values value NNS cord-274147-jvymoene 75 5 , , , cord-274147-jvymoene 75 6 the the DT cord-274147-jvymoene 75 7 basic basic JJ cord-274147-jvymoene 75 8 reproduction reproduction NN cord-274147-jvymoene 75 9 number number NN cord-274147-jvymoene 75 10 for for IN cord-274147-jvymoene 75 11 the the DT cord-274147-jvymoene 75 12 COVID-19 covid-19 JJ cord-274147-jvymoene 75 13 outbreak outbreak NN cord-274147-jvymoene 75 14 in in IN cord-274147-jvymoene 75 15 China China NNP cord-274147-jvymoene 75 16 as as IN cord-274147-jvymoene 75 17 at at IN cord-274147-jvymoene 75 18 30 30 CD cord-274147-jvymoene 75 19 March March NNP cord-274147-jvymoene 75 20 2020 2020 CD cord-274147-jvymoene 75 21 is be VBZ cord-274147-jvymoene 75 22 R r NN cord-274147-jvymoene 75 23 0 0 CD cord-274147-jvymoene 75 24 = = SYM cord-274147-jvymoene 75 25 0.454 0.454 CD cord-274147-jvymoene 75 26 < < XX cord-274147-jvymoene 75 27 1 1 CD cord-274147-jvymoene 75 28 . . . cord-274147-jvymoene 76 1 If if IN cord-274147-jvymoene 76 2 we -PRON- PRP cord-274147-jvymoene 76 3 exclude exclude VBP cord-274147-jvymoene 76 4 the the DT cord-274147-jvymoene 76 5 control control NN cord-274147-jvymoene 76 6 measures measure VBZ cord-274147-jvymoene 76 7 the the DT cord-274147-jvymoene 76 8 basic basic JJ cord-274147-jvymoene 76 9 reproduction reproduction NN cord-274147-jvymoene 76 10 number number NN cord-274147-jvymoene 76 11 becomes become VBZ cord-274147-jvymoene 76 12 R r NN cord-274147-jvymoene 76 13 0 0 CD cord-274147-jvymoene 76 14 = = SYM cord-274147-jvymoene 76 15 4.155 4.155 CD cord-274147-jvymoene 76 16 > > SYM cord-274147-jvymoene 76 17 1 1 CD cord-274147-jvymoene 76 18 . . . cord-274147-jvymoene 77 1 Also also RB cord-274147-jvymoene 77 2 , , , cord-274147-jvymoene 77 3 using use VBG cord-274147-jvymoene 77 4 the the DT cord-274147-jvymoene 77 5 model model NN cord-274147-jvymoene 77 6 to to TO cord-274147-jvymoene 77 7 estimate estimate VB cord-274147-jvymoene 77 8 the the DT cord-274147-jvymoene 77 9 basic basic JJ cord-274147-jvymoene 77 10 reproduction reproduction NN cord-274147-jvymoene 77 11 number number NN cord-274147-jvymoene 77 12 for for IN cord-274147-jvymoene 77 13 the the DT cord-274147-jvymoene 77 14 COVID-19 covid-19 JJ cord-274147-jvymoene 77 15 outbreak outbreak NN cord-274147-jvymoene 77 16 in in IN cord-274147-jvymoene 77 17 China China NNP cord-274147-jvymoene 77 18 before before IN cord-274147-jvymoene 77 19 20 20 CD cord-274147-jvymoene 77 20 February February NNP cord-274147-jvymoene 77 21 2020 2020 CD cord-274147-jvymoene 77 22 gives give VBZ cord-274147-jvymoene 77 23 a a DT cord-274147-jvymoene 77 24 basic basic JJ cord-274147-jvymoene 77 25 reproduction reproduction NN cord-274147-jvymoene 77 26 number number NN cord-274147-jvymoene 77 27 R r NN cord-274147-jvymoene 77 28 0 0 CD cord-274147-jvymoene 77 29 > > SYM cord-274147-jvymoene 77 30 1 1 CD cord-274147-jvymoene 77 31 . . . cord-274147-jvymoene 78 1 Numerical numerical JJ cord-274147-jvymoene 78 2 simulations simulation NNS cord-274147-jvymoene 78 3 enable enable VBP cord-274147-jvymoene 78 4 us -PRON- PRP cord-274147-jvymoene 78 5 to to TO cord-274147-jvymoene 78 6 explore explore VB cord-274147-jvymoene 78 7 the the DT cord-274147-jvymoene 78 8 impact impact NN cord-274147-jvymoene 78 9 of of IN cord-274147-jvymoene 78 10 each each DT cord-274147-jvymoene 78 11 of of IN cord-274147-jvymoene 78 12 the the DT cord-274147-jvymoene 78 13 control control NN cord-274147-jvymoene 78 14 measures measure NNS cord-274147-jvymoene 78 15 used use VBN cord-274147-jvymoene 78 16 in in IN cord-274147-jvymoene 78 17 the the DT cord-274147-jvymoene 78 18 COVID-19 covid-19 JJ cord-274147-jvymoene 78 19 outbreak outbreak NN cord-274147-jvymoene 78 20 in in IN cord-274147-jvymoene 78 21 China China NNP cord-274147-jvymoene 78 22 . . . cord-274147-jvymoene 79 1 Figure figure NN cord-274147-jvymoene 79 2 3 3 CD cord-274147-jvymoene 79 3 compares compare VBZ cord-274147-jvymoene 79 4 the the DT cord-274147-jvymoene 79 5 results result NNS cord-274147-jvymoene 79 6 of of IN cord-274147-jvymoene 79 7 using use VBG cord-274147-jvymoene 79 8 all all DT cord-274147-jvymoene 79 9 controls control NNS cord-274147-jvymoene 79 10 with with IN cord-274147-jvymoene 79 11 the the DT cord-274147-jvymoene 79 12 case case NN cord-274147-jvymoene 79 13 where where WRB cord-274147-jvymoene 79 14 there there EX cord-274147-jvymoene 79 15 are be VBP cord-274147-jvymoene 79 16 no no DT cord-274147-jvymoene 79 17 controls control NNS cord-274147-jvymoene 79 18 . . . cord-274147-jvymoene 80 1 With with IN cord-274147-jvymoene 80 2 all all DT cord-274147-jvymoene 80 3 controls control NNS cord-274147-jvymoene 80 4 this this DT cord-274147-jvymoene 80 5 result result NN cord-274147-jvymoene 80 6 agrees agree VBZ cord-274147-jvymoene 80 7 with with IN cord-274147-jvymoene 80 8 the the DT cord-274147-jvymoene 80 9 case case NN cord-274147-jvymoene 80 10 of of IN cord-274147-jvymoene 80 11 the the DT cord-274147-jvymoene 80 12 COVID-19 covid-19 JJ cord-274147-jvymoene 80 13 outbreak outbreak NN cord-274147-jvymoene 80 14 in in IN cord-274147-jvymoene 80 15 China China NNP cord-274147-jvymoene 80 16 where where WRB cord-274147-jvymoene 80 17 the the DT cord-274147-jvymoene 80 18 outbreak outbreak NN cord-274147-jvymoene 80 19 is be VBZ cord-274147-jvymoene 80 20 coming come VBG cord-274147-jvymoene 80 21 to to IN cord-274147-jvymoene 80 22 an an DT cord-274147-jvymoene 80 23 end end NN cord-274147-jvymoene 80 24 . . . cord-274147-jvymoene 81 1 On on IN cord-274147-jvymoene 81 2 the the DT cord-274147-jvymoene 81 3 other other JJ cord-274147-jvymoene 81 4 hand hand NN cord-274147-jvymoene 81 5 , , , cord-274147-jvymoene 81 6 if if IN cord-274147-jvymoene 81 7 no no DT cord-274147-jvymoene 81 8 control control NN cord-274147-jvymoene 81 9 measures measure NNS cord-274147-jvymoene 81 10 are be VBP cord-274147-jvymoene 81 11 used use VBN cord-274147-jvymoene 81 12 , , , cord-274147-jvymoene 81 13 Fig Fig NNP cord-274147-jvymoene 81 14 . . . cord-274147-jvymoene 81 15 3 3 CD cord-274147-jvymoene 81 16 shows show VBZ cord-274147-jvymoene 81 17 that that IN cord-274147-jvymoene 81 18 many many JJ cord-274147-jvymoene 81 19 more more JJR cord-274147-jvymoene 81 20 individuals individual NNS cord-274147-jvymoene 81 21 could could MD cord-274147-jvymoene 81 22 become become VB cord-274147-jvymoene 81 23 infectious infectious JJ cord-274147-jvymoene 81 24 within within IN cord-274147-jvymoene 81 25 a a DT cord-274147-jvymoene 81 26 short short JJ cord-274147-jvymoene 81 27 period period NN cord-274147-jvymoene 81 28 . . . cord-274147-jvymoene 82 1 Next next RB cord-274147-jvymoene 82 2 we -PRON- PRP cord-274147-jvymoene 82 3 explore explore VBP cord-274147-jvymoene 82 4 the the DT cord-274147-jvymoene 82 5 impact impact NN cord-274147-jvymoene 82 6 of of IN cord-274147-jvymoene 82 7 each each DT cord-274147-jvymoene 82 8 of of IN cord-274147-jvymoene 82 9 the the DT cord-274147-jvymoene 82 10 various various JJ cord-274147-jvymoene 82 11 control control NN cord-274147-jvymoene 82 12 measures measure NNS cord-274147-jvymoene 82 13 . . . cord-274147-jvymoene 83 1 Figure figure NN cord-274147-jvymoene 83 2 4 4 CD cord-274147-jvymoene 83 3 is be VBZ cord-274147-jvymoene 83 4 a a DT cord-274147-jvymoene 83 5 comparison comparison NN cord-274147-jvymoene 83 6 of of IN cord-274147-jvymoene 83 7 the the DT cord-274147-jvymoene 83 8 impact impact NN cord-274147-jvymoene 83 9 of of IN cord-274147-jvymoene 83 10 each each DT cord-274147-jvymoene 83 11 separate separate JJ cord-274147-jvymoene 83 12 control control NN cord-274147-jvymoene 83 13 as as IN cord-274147-jvymoene 83 14 compared compare VBN cord-274147-jvymoene 83 15 to to IN cord-274147-jvymoene 83 16 implementing implement VBG cord-274147-jvymoene 83 17 all all DT cord-274147-jvymoene 83 18 or or CC cord-274147-jvymoene 83 19 no no DT cord-274147-jvymoene 83 20 controls control NNS cord-274147-jvymoene 83 21 . . . cord-274147-jvymoene 84 1 From from IN cord-274147-jvymoene 84 2 the the DT cord-274147-jvymoene 84 3 figure figure NN cord-274147-jvymoene 84 4 , , , cord-274147-jvymoene 84 5 each each DT cord-274147-jvymoene 84 6 control control NN cord-274147-jvymoene 84 7 on on IN cord-274147-jvymoene 84 8 its -PRON- PRP$ cord-274147-jvymoene 84 9 own own JJ cord-274147-jvymoene 84 10 reduces reduce VBZ cord-274147-jvymoene 84 11 the the DT cord-274147-jvymoene 84 12 number number NN cord-274147-jvymoene 84 13 of of IN cord-274147-jvymoene 84 14 infectious infectious JJ cord-274147-jvymoene 84 15 individuals individual NNS cord-274147-jvymoene 84 16 but but CC cord-274147-jvymoene 84 17 not not RB cord-274147-jvymoene 84 18 to to IN cord-274147-jvymoene 84 19 the the DT cord-274147-jvymoene 84 20 extent extent NN cord-274147-jvymoene 84 21 of of IN cord-274147-jvymoene 84 22 using use VBG cord-274147-jvymoene 84 23 all all DT cord-274147-jvymoene 84 24 controls control NNS cord-274147-jvymoene 84 25 . . . cord-274147-jvymoene 85 1 Quarantine quarantine NN cord-274147-jvymoene 85 2 is be VBZ cord-274147-jvymoene 85 3 the the DT cord-274147-jvymoene 85 4 best good JJS cord-274147-jvymoene 85 5 individual individual JJ cord-274147-jvymoene 85 6 control control NN cord-274147-jvymoene 85 7 . . . cord-274147-jvymoene 86 1 When when WRB cord-274147-jvymoene 86 2 all all DT cord-274147-jvymoene 86 3 controls control NNS cord-274147-jvymoene 86 4 are be VBP cord-274147-jvymoene 86 5 used use VBN cord-274147-jvymoene 86 6 the the DT cord-274147-jvymoene 86 7 number number NN cord-274147-jvymoene 86 8 quarantined quarantine VBN cord-274147-jvymoene 86 9 is be VBZ cord-274147-jvymoene 86 10 compared compare VBN cord-274147-jvymoene 86 11 to to IN cord-274147-jvymoene 86 12 those those DT cord-274147-jvymoene 86 13 people people NNS cord-274147-jvymoene 86 14 removed remove VBN cord-274147-jvymoene 86 15 from from IN cord-274147-jvymoene 86 16 the the DT cord-274147-jvymoene 86 17 system system NN cord-274147-jvymoene 86 18 in in IN cord-274147-jvymoene 86 19 Fig Fig NNP cord-274147-jvymoene 86 20 . . . cord-274147-jvymoene 87 1 5 5 LS cord-274147-jvymoene 87 2 . . . cord-274147-jvymoene 88 1 From from IN cord-274147-jvymoene 88 2 the the DT cord-274147-jvymoene 88 3 figure figure NN cord-274147-jvymoene 88 4 , , , cord-274147-jvymoene 88 5 the the DT cord-274147-jvymoene 88 6 quarantining quarantining NN cord-274147-jvymoene 88 7 effort effort NN cord-274147-jvymoene 88 8 is be VBZ cord-274147-jvymoene 88 9 greatest great JJS cord-274147-jvymoene 88 10 in in IN cord-274147-jvymoene 88 11 the the DT cord-274147-jvymoene 88 12 early early JJ cord-274147-jvymoene 88 13 part part NN cord-274147-jvymoene 88 14 of of IN cord-274147-jvymoene 88 15 the the DT cord-274147-jvymoene 88 16 outbreak outbreak NN cord-274147-jvymoene 88 17 and and CC cord-274147-jvymoene 88 18 is be VBZ cord-274147-jvymoene 88 19 associated associate VBN cord-274147-jvymoene 88 20 with with IN cord-274147-jvymoene 88 21 a a DT cord-274147-jvymoene 88 22 steady steady JJ cord-274147-jvymoene 88 23 rise rise NN cord-274147-jvymoene 88 24 in in IN cord-274147-jvymoene 88 25 individuals individual NNS cord-274147-jvymoene 88 26 no no RB cord-274147-jvymoene 88 27 longer long RBR cord-274147-jvymoene 88 28 susceptible susceptible JJ cord-274147-jvymoene 88 29 . . . cord-274147-jvymoene 89 1 The the DT cord-274147-jvymoene 89 2 effect effect NN cord-274147-jvymoene 89 3 of of IN cord-274147-jvymoene 89 4 implementing implement VBG cord-274147-jvymoene 89 5 any any DT cord-274147-jvymoene 89 6 two two CD cord-274147-jvymoene 89 7 of of IN cord-274147-jvymoene 89 8 the the DT cord-274147-jvymoene 89 9 controls control NNS cord-274147-jvymoene 89 10 is be VBZ cord-274147-jvymoene 89 11 presented present VBN cord-274147-jvymoene 89 12 in in IN cord-274147-jvymoene 89 13 Fig Fig NNP cord-274147-jvymoene 89 14 . . . cord-274147-jvymoene 90 1 6 6 LS cord-274147-jvymoene 90 2 . . . cord-274147-jvymoene 91 1 Still still RB cord-274147-jvymoene 91 2 quarantine quarantine NN cord-274147-jvymoene 91 3 is be VBZ cord-274147-jvymoene 91 4 the the DT cord-274147-jvymoene 91 5 essential essential JJ cord-274147-jvymoene 91 6 control control NN cord-274147-jvymoene 91 7 and and CC cord-274147-jvymoene 91 8 together together RB cord-274147-jvymoene 91 9 with with IN cord-274147-jvymoene 91 10 lock lock NN cord-274147-jvymoene 91 11 - - HYPH cord-274147-jvymoene 91 12 down down RP cord-274147-jvymoene 91 13 the the DT cord-274147-jvymoene 91 14 result result NN cord-274147-jvymoene 91 15 more more RBR cord-274147-jvymoene 91 16 closely closely RB cord-274147-jvymoene 91 17 matches match NNS cord-274147-jvymoene 91 18 that that DT cord-274147-jvymoene 91 19 of of IN cord-274147-jvymoene 91 20 all all DT cord-274147-jvymoene 91 21 controls control NNS cord-274147-jvymoene 91 22 . . . cord-274147-jvymoene 92 1 However however RB cord-274147-jvymoene 92 2 , , , cord-274147-jvymoene 92 3 the the DT cord-274147-jvymoene 92 4 case case NN cord-274147-jvymoene 92 5 of of IN cord-274147-jvymoene 92 6 sensitization sensitization NN cord-274147-jvymoene 92 7 together together RB cord-274147-jvymoene 92 8 with with IN cord-274147-jvymoene 92 9 lock lock NN cord-274147-jvymoene 92 10 - - HYPH cord-274147-jvymoene 92 11 down down NN cord-274147-jvymoene 92 12 is be VBZ cord-274147-jvymoene 92 13 also also RB cord-274147-jvymoene 92 14 significantly significantly RB cord-274147-jvymoene 92 15 more more RBR cord-274147-jvymoene 92 16 effective effective JJ cord-274147-jvymoene 92 17 . . . cord-274147-jvymoene 93 1 Further further JJ cord-274147-jvymoene 93 2 simulations simulation NNS cord-274147-jvymoene 93 3 , , , cord-274147-jvymoene 93 4 not not RB cord-274147-jvymoene 93 5 presented present VBN cord-274147-jvymoene 93 6 here here RB cord-274147-jvymoene 93 7 , , , cord-274147-jvymoene 93 8 showed show VBD cord-274147-jvymoene 93 9 that that IN cord-274147-jvymoene 93 10 increasing increase VBG cord-274147-jvymoene 93 11 any any DT cord-274147-jvymoene 93 12 one one CD cord-274147-jvymoene 93 13 of of IN cord-274147-jvymoene 93 14 the the DT cord-274147-jvymoene 93 15 separate separate JJ cord-274147-jvymoene 93 16 controls control NNS cord-274147-jvymoene 93 17 can can MD cord-274147-jvymoene 93 18 improve improve VB cord-274147-jvymoene 93 19 their -PRON- PRP$ cord-274147-jvymoene 93 20 effectiveness effectiveness NN cord-274147-jvymoene 93 21 . . . cord-274147-jvymoene 94 1 COVID-19 COVID-19 NNP cord-274147-jvymoene 94 2 is be VBZ cord-274147-jvymoene 94 3 one one CD cord-274147-jvymoene 94 4 of of IN cord-274147-jvymoene 94 5 the the DT cord-274147-jvymoene 94 6 worst bad JJS cord-274147-jvymoene 94 7 infectious infectious JJ cord-274147-jvymoene 94 8 outbreaks outbreak NNS cord-274147-jvymoene 94 9 currently currently RB cord-274147-jvymoene 94 10 affecting affect VBG cord-274147-jvymoene 94 11 humanity humanity NN cord-274147-jvymoene 94 12 globally globally RB cord-274147-jvymoene 94 13 . . . cord-274147-jvymoene 95 1 The the DT cord-274147-jvymoene 95 2 disease disease NN cord-274147-jvymoene 95 3 started start VBD cord-274147-jvymoene 95 4 in in IN cord-274147-jvymoene 95 5 China China NNP cord-274147-jvymoene 95 6 around around IN cord-274147-jvymoene 95 7 December December NNP cord-274147-jvymoene 95 8 2019 2019 CD cord-274147-jvymoene 95 9 and and CC cord-274147-jvymoene 95 10 has have VBZ cord-274147-jvymoene 95 11 spread spread VBN cord-274147-jvymoene 95 12 to to IN cord-274147-jvymoene 95 13 almost almost RB cord-274147-jvymoene 95 14 every every DT cord-274147-jvymoene 95 15 country country NN cord-274147-jvymoene 95 16 of of IN cord-274147-jvymoene 95 17 the the DT cord-274147-jvymoene 95 18 world world NN cord-274147-jvymoene 95 19 within within IN cord-274147-jvymoene 95 20 a a DT cord-274147-jvymoene 95 21 very very RB cord-274147-jvymoene 95 22 short short JJ cord-274147-jvymoene 95 23 period period NN cord-274147-jvymoene 95 24 . . . cord-274147-jvymoene 96 1 The the DT cord-274147-jvymoene 96 2 emotional emotional JJ cord-274147-jvymoene 96 3 and and CC cord-274147-jvymoene 96 4 economic economic JJ cord-274147-jvymoene 96 5 impact impact NN cord-274147-jvymoene 96 6 of of IN cord-274147-jvymoene 96 7 this this DT cord-274147-jvymoene 96 8 outbreak outbreak NN cord-274147-jvymoene 96 9 could could MD cord-274147-jvymoene 96 10 be be VB cord-274147-jvymoene 96 11 significant significant JJ cord-274147-jvymoene 96 12 . . . cord-274147-jvymoene 97 1 Hence hence RB cord-274147-jvymoene 97 2 the the DT cord-274147-jvymoene 97 3 necessity necessity NN cord-274147-jvymoene 97 4 to to TO cord-274147-jvymoene 97 5 urgently urgently RB cord-274147-jvymoene 97 6 stop stop VB cord-274147-jvymoene 97 7 this this DT cord-274147-jvymoene 97 8 outbreak outbreak NN cord-274147-jvymoene 97 9 . . . cord-274147-jvymoene 98 1 Several several JJ cord-274147-jvymoene 98 2 control control NN cord-274147-jvymoene 98 3 measures measure NNS cord-274147-jvymoene 98 4 have have VBP cord-274147-jvymoene 98 5 been be VBN cord-274147-jvymoene 98 6 recommended recommend VBN cord-274147-jvymoene 98 7 by by IN cord-274147-jvymoene 98 8 the the DT cord-274147-jvymoene 98 9 World World NNP cord-274147-jvymoene 98 10 Health Health NNP cord-274147-jvymoene 98 11 Organization Organization NNP cord-274147-jvymoene 98 12 and and CC cord-274147-jvymoene 98 13 other other JJ cord-274147-jvymoene 98 14 policy policy NN cord-274147-jvymoene 98 15 makers maker NNS cord-274147-jvymoene 98 16 . . . cord-274147-jvymoene 99 1 Considering consider VBG cord-274147-jvymoene 99 2 existing exist VBG cord-274147-jvymoene 99 3 data datum NNS cord-274147-jvymoene 99 4 on on IN cord-274147-jvymoene 99 5 the the DT cord-274147-jvymoene 99 6 COVID-19 covid-19 JJ cord-274147-jvymoene 99 7 outbreak outbreak NN cord-274147-jvymoene 99 8 in in IN cord-274147-jvymoene 99 9 China China NNP cord-274147-jvymoene 99 10 has have VBZ cord-274147-jvymoene 99 11 demonstrated demonstrate VBN cord-274147-jvymoene 99 12 that that IN cord-274147-jvymoene 99 13 it -PRON- PRP cord-274147-jvymoene 99 14 is be VBZ cord-274147-jvymoene 99 15 possible possible JJ cord-274147-jvymoene 99 16 to to TO cord-274147-jvymoene 99 17 reduce reduce VB cord-274147-jvymoene 99 18 the the DT cord-274147-jvymoene 99 19 spread spread NN cord-274147-jvymoene 99 20 of of IN cord-274147-jvymoene 99 21 this this DT cord-274147-jvymoene 99 22 disease disease NN cord-274147-jvymoene 99 23 and and CC cord-274147-jvymoene 99 24 how how WRB cord-274147-jvymoene 99 25 they -PRON- PRP cord-274147-jvymoene 99 26 went go VBD cord-274147-jvymoene 99 27 about about IN cord-274147-jvymoene 99 28 this this DT cord-274147-jvymoene 99 29 control control NN cord-274147-jvymoene 99 30 can can MD cord-274147-jvymoene 99 31 be be VB cord-274147-jvymoene 99 32 useful useful JJ cord-274147-jvymoene 99 33 for for IN cord-274147-jvymoene 99 34 other other JJ cord-274147-jvymoene 99 35 countries country NNS cord-274147-jvymoene 99 36 currently currently RB cord-274147-jvymoene 99 37 facing face VBG cord-274147-jvymoene 99 38 COVID-19 covid-19 CD cord-274147-jvymoene 99 39 outbreaks outbreak NNS cord-274147-jvymoene 99 40 . . . cord-274147-jvymoene 100 1 In in IN cord-274147-jvymoene 100 2 this this DT cord-274147-jvymoene 100 3 study study NN cord-274147-jvymoene 100 4 , , , cord-274147-jvymoene 100 5 data datum NNS cord-274147-jvymoene 100 6 from from IN cord-274147-jvymoene 100 7 China China NNP cord-274147-jvymoene 100 8 was be VBD cord-274147-jvymoene 100 9 used use VBN cord-274147-jvymoene 100 10 to to TO cord-274147-jvymoene 100 11 develop develop VB cord-274147-jvymoene 100 12 a a DT cord-274147-jvymoene 100 13 mathematical mathematical JJ cord-274147-jvymoene 100 14 model model NN cord-274147-jvymoene 100 15 for for IN cord-274147-jvymoene 100 16 a a DT cord-274147-jvymoene 100 17 COVID-19 covid-19 JJ cord-274147-jvymoene 100 18 outbreak outbreak NN cord-274147-jvymoene 100 19 that that WDT cord-274147-jvymoene 100 20 includes include VBZ cord-274147-jvymoene 100 21 the the DT cord-274147-jvymoene 100 22 primary primary JJ cord-274147-jvymoene 100 23 control control NN cord-274147-jvymoene 100 24 measures measure NNS cord-274147-jvymoene 100 25 used use VBN cord-274147-jvymoene 100 26 . . . cord-274147-jvymoene 101 1 First first RB cord-274147-jvymoene 101 2 , , , cord-274147-jvymoene 101 3 epidemiological epidemiological JJ cord-274147-jvymoene 101 4 features feature NNS cord-274147-jvymoene 101 5 of of IN cord-274147-jvymoene 101 6 the the DT cord-274147-jvymoene 101 7 model model NN cord-274147-jvymoene 101 8 were be VBD cord-274147-jvymoene 101 9 examined examine VBN cord-274147-jvymoene 101 10 using use VBG cord-274147-jvymoene 101 11 the the DT cord-274147-jvymoene 101 12 basic basic JJ cord-274147-jvymoene 101 13 reproduction reproduction NN cord-274147-jvymoene 101 14 number number NN cord-274147-jvymoene 101 15 . . . cord-274147-jvymoene 102 1 The the DT cord-274147-jvymoene 102 2 control control NN cord-274147-jvymoene 102 3 parameters parameter NNS cord-274147-jvymoene 102 4 of of IN cord-274147-jvymoene 102 5 the the DT cord-274147-jvymoene 102 6 model model NN cord-274147-jvymoene 102 7 were be VBD cord-274147-jvymoene 102 8 estimated estimate VBN cord-274147-jvymoene 102 9 by by IN cord-274147-jvymoene 102 10 fitting fit VBG cord-274147-jvymoene 102 11 the the DT cord-274147-jvymoene 102 12 model model NN cord-274147-jvymoene 102 13 to to IN cord-274147-jvymoene 102 14 the the DT cord-274147-jvymoene 102 15 COVID-19 covid-19 JJ cord-274147-jvymoene 102 16 outbreak outbreak NN cord-274147-jvymoene 102 17 data datum NNS cord-274147-jvymoene 102 18 from from IN cord-274147-jvymoene 102 19 China China NNP cord-274147-jvymoene 102 20 ( ( -LRB- cord-274147-jvymoene 102 21 from from IN cord-274147-jvymoene 102 22 22 22 CD cord-274147-jvymoene 102 23 January January NNP cord-274147-jvymoene 102 24 2020 2020 CD cord-274147-jvymoene 102 25 to to IN cord-274147-jvymoene 102 26 30 30 CD cord-274147-jvymoene 102 27 March March NNP cord-274147-jvymoene 102 28 2020 2020 CD cord-274147-jvymoene 102 29 ) ) -RRB- cord-274147-jvymoene 102 30 . . . cord-274147-jvymoene 103 1 Using use VBG cord-274147-jvymoene 103 2 these these DT cord-274147-jvymoene 103 3 fitted fit VBN cord-274147-jvymoene 103 4 parameter parameter NN cord-274147-jvymoene 103 5 values value NNS cord-274147-jvymoene 103 6 , , , cord-274147-jvymoene 103 7 the the DT cord-274147-jvymoene 103 8 basic basic JJ cord-274147-jvymoene 103 9 reproduction reproduction NN cord-274147-jvymoene 103 10 number number NN cord-274147-jvymoene 103 11 for for IN cord-274147-jvymoene 103 12 the the DT cord-274147-jvymoene 103 13 COVID-19 covid-19 JJ cord-274147-jvymoene 103 14 outbreak outbreak NN cord-274147-jvymoene 103 15 in in IN cord-274147-jvymoene 103 16 China China NNP cord-274147-jvymoene 103 17 as as IN cord-274147-jvymoene 103 18 at at IN cord-274147-jvymoene 103 19 30 30 CD cord-274147-jvymoene 103 20 March March NNP cord-274147-jvymoene 103 21 2020 2020 CD cord-274147-jvymoene 103 22 was be VBD cord-274147-jvymoene 103 23 R r NN cord-274147-jvymoene 103 24 0 0 CD cord-274147-jvymoene 103 25 < < XX cord-274147-jvymoene 103 26 1 1 CD cord-274147-jvymoene 103 27 , , , cord-274147-jvymoene 103 28 showing show VBG cord-274147-jvymoene 103 29 that that IN cord-274147-jvymoene 103 30 China China NNP cord-274147-jvymoene 103 31 , , , cord-274147-jvymoene 103 32 through through IN cord-274147-jvymoene 103 33 their -PRON- PRP$ cord-274147-jvymoene 103 34 various various JJ cord-274147-jvymoene 103 35 control control NN cord-274147-jvymoene 103 36 intervention intervention NN cord-274147-jvymoene 103 37 measures measure NNS cord-274147-jvymoene 103 38 , , , cord-274147-jvymoene 103 39 could could MD cord-274147-jvymoene 103 40 end end VB cord-274147-jvymoene 103 41 the the DT cord-274147-jvymoene 103 42 outbreak outbreak NN cord-274147-jvymoene 103 43 . . . cord-274147-jvymoene 104 1 Calculating calculate VBG cord-274147-jvymoene 104 2 R r NN cord-274147-jvymoene 104 3 0 0 CD cord-274147-jvymoene 104 4 before before IN cord-274147-jvymoene 104 5 20 20 CD cord-274147-jvymoene 104 6 February February NNP cord-274147-jvymoene 104 7 2020 2020 CD cord-274147-jvymoene 104 8 ( ( -LRB- cord-274147-jvymoene 104 9 i.e. i.e. FW cord-274147-jvymoene 104 10 , , , cord-274147-jvymoene 104 11 before before IN cord-274147-jvymoene 104 12 the the DT cord-274147-jvymoene 104 13 COVID-19 covid-19 JJ cord-274147-jvymoene 104 14 outbreak outbreak NN cord-274147-jvymoene 104 15 in in IN cord-274147-jvymoene 104 16 China China NNP cord-274147-jvymoene 104 17 started start VBD cord-274147-jvymoene 104 18 decreasing decrease VBG cord-274147-jvymoene 104 19 ) ) -RRB- cord-274147-jvymoene 104 20 gave give VBD cord-274147-jvymoene 104 21 a a DT cord-274147-jvymoene 104 22 value value NN cord-274147-jvymoene 104 23 greater great JJR cord-274147-jvymoene 104 24 than than IN cord-274147-jvymoene 104 25 unity unity NN cord-274147-jvymoene 104 26 as as IN cord-274147-jvymoene 104 27 found find VBN cord-274147-jvymoene 104 28 in in IN cord-274147-jvymoene 104 29 other other JJ cord-274147-jvymoene 104 30 studies study NNS cord-274147-jvymoene 105 1 ( ( -LRB- cord-274147-jvymoene 105 2 Tian Tian NNP cord-274147-jvymoene 105 3 et et FW cord-274147-jvymoene 105 4 al al NNP cord-274147-jvymoene 105 5 . . NNP cord-274147-jvymoene 105 6 , , , cord-274147-jvymoene 105 7 2020 2020 CD cord-274147-jvymoene 105 8 ; ; : cord-274147-jvymoene 105 9 Balilla Balilla NNP cord-274147-jvymoene 105 10 , , , cord-274147-jvymoene 105 11 2020 2020 CD cord-274147-jvymoene 105 12 ) ) -RRB- cord-274147-jvymoene 105 13 . . . cord-274147-jvymoene 106 1 Using use VBG cord-274147-jvymoene 106 2 all all PDT cord-274147-jvymoene 106 3 the the DT cord-274147-jvymoene 106 4 data datum NNS cord-274147-jvymoene 106 5 up up IN cord-274147-jvymoene 106 6 to to TO cord-274147-jvymoene 106 7 30 30 CD cord-274147-jvymoene 106 8 March March NNP cord-274147-jvymoene 106 9 resulted result VBD cord-274147-jvymoene 106 10 in in IN cord-274147-jvymoene 106 11 an an DT cord-274147-jvymoene 106 12 R r NN cord-274147-jvymoene 106 13 0 0 CD cord-274147-jvymoene 106 14 > > SYM cord-274147-jvymoene 106 15 1 1 CD cord-274147-jvymoene 106 16 , , , cord-274147-jvymoene 106 17 confirming confirm VBG cord-274147-jvymoene 106 18 that that IN cord-274147-jvymoene 106 19 the the DT cord-274147-jvymoene 106 20 control control NN cord-274147-jvymoene 106 21 measures measure NNS cord-274147-jvymoene 106 22 implemented implement VBN cord-274147-jvymoene 106 23 in in IN cord-274147-jvymoene 106 24 China China NNP cord-274147-jvymoene 106 25 were be VBD cord-274147-jvymoene 106 26 effective effective JJ cord-274147-jvymoene 106 27 in in IN cord-274147-jvymoene 106 28 COVID-19 covid-19 JJ cord-274147-jvymoene 106 29 control control NN cord-274147-jvymoene 106 30 and and CC cord-274147-jvymoene 106 31 , , , cord-274147-jvymoene 106 32 where where WRB cord-274147-jvymoene 106 33 possible possible JJ cord-274147-jvymoene 106 34 , , , cord-274147-jvymoene 106 35 should should MD cord-274147-jvymoene 106 36 be be VB cord-274147-jvymoene 106 37 implemented implement VBN cord-274147-jvymoene 106 38 in in IN cord-274147-jvymoene 106 39 other other JJ cord-274147-jvymoene 106 40 countries country NNS cord-274147-jvymoene 106 41 . . . cord-274147-jvymoene 107 1 Second second RB cord-274147-jvymoene 107 2 , , , cord-274147-jvymoene 107 3 by by IN cord-274147-jvymoene 107 4 varying vary VBG cord-274147-jvymoene 107 5 control control NN cord-274147-jvymoene 107 6 parameters parameter NNS cord-274147-jvymoene 107 7 , , , cord-274147-jvymoene 107 8 numerical numerical JJ cord-274147-jvymoene 107 9 simulations simulation NNS cord-274147-jvymoene 107 10 are be VBP cord-274147-jvymoene 107 11 used use VBN cord-274147-jvymoene 107 12 to to TO cord-274147-jvymoene 107 13 investigate investigate VB cord-274147-jvymoene 107 14 levels level NNS cord-274147-jvymoene 107 15 of of IN cord-274147-jvymoene 107 16 impact impact NN cord-274147-jvymoene 107 17 of of IN cord-274147-jvymoene 107 18 the the DT cord-274147-jvymoene 107 19 various various JJ cord-274147-jvymoene 107 20 control control NN cord-274147-jvymoene 107 21 measures measure NNS cord-274147-jvymoene 107 22 in in IN cord-274147-jvymoene 107 23 reducing reduce VBG cord-274147-jvymoene 107 24 the the DT cord-274147-jvymoene 107 25 spread spread NN cord-274147-jvymoene 107 26 of of IN cord-274147-jvymoene 107 27 a a DT cord-274147-jvymoene 107 28 COVID-19 covid-19 CD cord-274147-jvymoene 107 29 outbreak outbreak NN cord-274147-jvymoene 107 30 . . . cord-274147-jvymoene 108 1 For for IN cord-274147-jvymoene 108 2 instance instance NN cord-274147-jvymoene 108 3 , , , cord-274147-jvymoene 108 4 if if IN cord-274147-jvymoene 108 5 all all DT cord-274147-jvymoene 108 6 control control NN cord-274147-jvymoene 108 7 measures measure NNS cord-274147-jvymoene 108 8 are be VBP cord-274147-jvymoene 108 9 effectively effectively RB cord-274147-jvymoene 108 10 used use VBN cord-274147-jvymoene 108 11 the the DT cord-274147-jvymoene 108 12 spread spread NN cord-274147-jvymoene 108 13 of of IN cord-274147-jvymoene 108 14 the the DT cord-274147-jvymoene 108 15 disease disease NN cord-274147-jvymoene 108 16 reduces reduce VBZ cord-274147-jvymoene 108 17 considerably considerably RB cord-274147-jvymoene 108 18 in in IN cord-274147-jvymoene 108 19 the the DT cord-274147-jvymoene 108 20 population population NN cord-274147-jvymoene 108 21 . . . cord-274147-jvymoene 109 1 On on IN cord-274147-jvymoene 109 2 the the DT cord-274147-jvymoene 109 3 other other JJ cord-274147-jvymoene 109 4 hand hand NN cord-274147-jvymoene 109 5 , , , cord-274147-jvymoene 109 6 if if IN cord-274147-jvymoene 109 7 no no DT cord-274147-jvymoene 109 8 control control NN cord-274147-jvymoene 109 9 measures measure NNS cord-274147-jvymoene 109 10 are be VBP cord-274147-jvymoene 109 11 considered consider VBN cord-274147-jvymoene 109 12 , , , cord-274147-jvymoene 109 13 our -PRON- PRP$ cord-274147-jvymoene 109 14 result result NN cord-274147-jvymoene 109 15 showed show VBD cord-274147-jvymoene 109 16 that that IN cord-274147-jvymoene 109 17 a a DT cord-274147-jvymoene 109 18 lot lot NN cord-274147-jvymoene 109 19 more more JJR cord-274147-jvymoene 109 20 of of IN cord-274147-jvymoene 109 21 the the DT cord-274147-jvymoene 109 22 population population NN cord-274147-jvymoene 109 23 can can MD cord-274147-jvymoene 109 24 be be VB cord-274147-jvymoene 109 25 infectious infectious JJ cord-274147-jvymoene 109 26 within within IN cord-274147-jvymoene 109 27 a a DT cord-274147-jvymoene 109 28 short short JJ cord-274147-jvymoene 109 29 period period NN cord-274147-jvymoene 109 30 . . . cord-274147-jvymoene 110 1 As as IN cord-274147-jvymoene 110 2 is be VBZ cord-274147-jvymoene 110 3 well well RB cord-274147-jvymoene 110 4 understood understand VBN cord-274147-jvymoene 110 5 , , , cord-274147-jvymoene 110 6 in in IN cord-274147-jvymoene 110 7 this this DT cord-274147-jvymoene 110 8 scenario scenario NN cord-274147-jvymoene 110 9 the the DT cord-274147-jvymoene 110 10 resulting result VBG cord-274147-jvymoene 110 11 curve curve NN cord-274147-jvymoene 110 12 will will MD cord-274147-jvymoene 110 13 result result VB cord-274147-jvymoene 110 14 in in IN cord-274147-jvymoene 110 15 numerous numerous JJ cord-274147-jvymoene 110 16 deaths death NNS cord-274147-jvymoene 110 17 and and CC cord-274147-jvymoene 110 18 extreme extreme JJ cord-274147-jvymoene 110 19 pressure pressure NN cord-274147-jvymoene 110 20 on on IN cord-274147-jvymoene 110 21 health health NN cord-274147-jvymoene 110 22 care care NN cord-274147-jvymoene 110 23 systems system NNS cord-274147-jvymoene 110 24 . . . cord-274147-jvymoene 111 1 To to TO cord-274147-jvymoene 111 2 avoid avoid VB cord-274147-jvymoene 111 3 these these DT cord-274147-jvymoene 111 4 negative negative JJ cord-274147-jvymoene 111 5 effects effect NNS cord-274147-jvymoene 111 6 the the DT cord-274147-jvymoene 111 7 aim aim NN cord-274147-jvymoene 111 8 is be VBZ cord-274147-jvymoene 111 9 to to TO cord-274147-jvymoene 111 10 flatten flatten VB cord-274147-jvymoene 111 11 the the DT cord-274147-jvymoene 111 12 curve curve NN cord-274147-jvymoene 111 13 as as IN cord-274147-jvymoene 111 14 shown show VBN cord-274147-jvymoene 111 15 for for IN cord-274147-jvymoene 111 16 the the DT cord-274147-jvymoene 111 17 complete complete JJ cord-274147-jvymoene 111 18 control control NN cord-274147-jvymoene 111 19 scenario scenario NN cord-274147-jvymoene 111 20 . . . cord-274147-jvymoene 112 1 Next next RB cord-274147-jvymoene 112 2 , , , cord-274147-jvymoene 112 3 each each DT cord-274147-jvymoene 112 4 control control NN cord-274147-jvymoene 112 5 was be VBD cord-274147-jvymoene 112 6 applied apply VBN cord-274147-jvymoene 112 7 separately separately RB cord-274147-jvymoene 112 8 to to TO cord-274147-jvymoene 112 9 measure measure VB cord-274147-jvymoene 112 10 their -PRON- PRP$ cord-274147-jvymoene 112 11 effect effect NN cord-274147-jvymoene 112 12 . . . cord-274147-jvymoene 113 1 In in IN cord-274147-jvymoene 113 2 each each DT cord-274147-jvymoene 113 3 case case NN cord-274147-jvymoene 113 4 , , , cord-274147-jvymoene 113 5 the the DT cord-274147-jvymoene 113 6 level level NN cord-274147-jvymoene 113 7 of of IN cord-274147-jvymoene 113 8 control control NN cord-274147-jvymoene 113 9 was be VBD cord-274147-jvymoene 113 10 prescribed prescribe VBN cord-274147-jvymoene 113 11 by by IN cord-274147-jvymoene 113 12 the the DT cord-274147-jvymoene 113 13 data datum NNS cord-274147-jvymoene 113 14 fitting fitting NN cord-274147-jvymoene 113 15 . . . cord-274147-jvymoene 114 1 Only only RB cord-274147-jvymoene 114 2 quarantining quarantine VBG cord-274147-jvymoene 114 3 of of IN cord-274147-jvymoene 114 4 infectious infectious JJ cord-274147-jvymoene 114 5 individuals individual NNS cord-274147-jvymoene 114 6 has have VBZ cord-274147-jvymoene 114 7 the the DT cord-274147-jvymoene 114 8 necessary necessary JJ cord-274147-jvymoene 114 9 effect effect NN cord-274147-jvymoene 114 10 of of IN cord-274147-jvymoene 114 11 flattening flatten VBG cord-274147-jvymoene 114 12 the the DT cord-274147-jvymoene 114 13 curve curve NN cord-274147-jvymoene 114 14 . . . cord-274147-jvymoene 115 1 Thus thus RB cord-274147-jvymoene 115 2 , , , cord-274147-jvymoene 115 3 while while IN cord-274147-jvymoene 115 4 the the DT cord-274147-jvymoene 115 5 other other JJ cord-274147-jvymoene 115 6 controls control NNS cord-274147-jvymoene 115 7 are be VBP cord-274147-jvymoene 115 8 helpful helpful JJ cord-274147-jvymoene 115 9 and and CC cord-274147-jvymoene 115 10 the the DT cord-274147-jvymoene 115 11 combined combined JJ cord-274147-jvymoene 115 12 controls control NNS cord-274147-jvymoene 115 13 provide provide VBP cord-274147-jvymoene 115 14 the the DT cord-274147-jvymoene 115 15 best good JJS cord-274147-jvymoene 115 16 overall overall JJ cord-274147-jvymoene 115 17 control control NN cord-274147-jvymoene 115 18 , , , cord-274147-jvymoene 115 19 our -PRON- PRP$ cord-274147-jvymoene 115 20 study study NN cord-274147-jvymoene 115 21 suggests suggest VBZ cord-274147-jvymoene 115 22 that that IN cord-274147-jvymoene 115 23 isolation isolation NN cord-274147-jvymoene 115 24 of of IN cord-274147-jvymoene 115 25 infectious infectious JJ cord-274147-jvymoene 115 26 individuals individual NNS cord-274147-jvymoene 115 27 is be VBZ cord-274147-jvymoene 115 28 by by IN cord-274147-jvymoene 115 29 far far RB cord-274147-jvymoene 115 30 the the DT cord-274147-jvymoene 115 31 most most RBS cord-274147-jvymoene 115 32 important important JJ cord-274147-jvymoene 115 33 control control NN cord-274147-jvymoene 115 34 method method NN cord-274147-jvymoene 115 35 . . . cord-274147-jvymoene 116 1 This this DT cord-274147-jvymoene 116 2 result result NN cord-274147-jvymoene 116 3 agrees agree VBZ cord-274147-jvymoene 116 4 with with IN cord-274147-jvymoene 116 5 the the DT cord-274147-jvymoene 116 6 situation situation NN cord-274147-jvymoene 116 7 in in IN cord-274147-jvymoene 116 8 South South NNP cord-274147-jvymoene 116 9 Korea Korea NNP cord-274147-jvymoene 116 10 where where WRB cord-274147-jvymoene 116 11 extensive extensive JJ cord-274147-jvymoene 116 12 testing testing NN cord-274147-jvymoene 116 13 allowed allow VBD cord-274147-jvymoene 116 14 control control NN cord-274147-jvymoene 116 15 of of IN cord-274147-jvymoene 116 16 new new JJ cord-274147-jvymoene 116 17 infections infection NNS cord-274147-jvymoene 116 18 and and CC cord-274147-jvymoene 116 19 largely largely RB cord-274147-jvymoene 116 20 contained contain VBD cord-274147-jvymoene 116 21 the the DT cord-274147-jvymoene 116 22 outbreak outbreak NN cord-274147-jvymoene 116 23 ( ( -LRB- cord-274147-jvymoene 116 24 Balilla Balilla NNP cord-274147-jvymoene 116 25 , , , cord-274147-jvymoene 116 26 2020 2020 CD cord-274147-jvymoene 116 27 ) ) -RRB- cord-274147-jvymoene 116 28 . . . cord-274147-jvymoene 117 1 On on IN cord-274147-jvymoene 117 2 the the DT cord-274147-jvymoene 117 3 other other JJ cord-274147-jvymoene 117 4 hand hand NN cord-274147-jvymoene 117 5 , , , cord-274147-jvymoene 117 6 it -PRON- PRP cord-274147-jvymoene 117 7 might may MD cord-274147-jvymoene 117 8 be be VB cord-274147-jvymoene 117 9 possible possible JJ cord-274147-jvymoene 117 10 that that IN cord-274147-jvymoene 117 11 the the DT cord-274147-jvymoene 117 12 effective effective JJ cord-274147-jvymoene 117 13 use use NN cord-274147-jvymoene 117 14 of of IN cord-274147-jvymoene 117 15 masks mask NNS cord-274147-jvymoene 117 16 could could MD cord-274147-jvymoene 117 17 have have VB cord-274147-jvymoene 117 18 a a DT cord-274147-jvymoene 117 19 similar similar JJ cord-274147-jvymoene 117 20 effect effect NN cord-274147-jvymoene 117 21 in in IN cord-274147-jvymoene 117 22 preventing prevent VBG cord-274147-jvymoene 117 23 transmission transmission NN cord-274147-jvymoene 117 24 from from IN cord-274147-jvymoene 117 25 infectious infectious JJ cord-274147-jvymoene 117 26 individuals individual NNS cord-274147-jvymoene 117 27 that that WDT cord-274147-jvymoene 117 28 have have VBP cord-274147-jvymoene 117 29 not not RB cord-274147-jvymoene 117 30 yet yet RB cord-274147-jvymoene 117 31 shown show VBN cord-274147-jvymoene 117 32 symptoms symptom NNS cord-274147-jvymoene 117 33 . . . cord-274147-jvymoene 118 1 Both both DT cord-274147-jvymoene 118 2 methods method NNS cord-274147-jvymoene 118 3 of of IN cord-274147-jvymoene 118 4 isolating isolate VBG cord-274147-jvymoene 118 5 infectious infectious JJ cord-274147-jvymoene 118 6 people people NNS cord-274147-jvymoene 118 7 were be VBD cord-274147-jvymoene 118 8 used use VBN cord-274147-jvymoene 118 9 in in IN cord-274147-jvymoene 118 10 China China NNP cord-274147-jvymoene 119 1 ( ( -LRB- cord-274147-jvymoene 119 2 Feng Feng NNP cord-274147-jvymoene 119 3 et et FW cord-274147-jvymoene 119 4 al al NNP cord-274147-jvymoene 119 5 . . NNP cord-274147-jvymoene 119 6 , , , cord-274147-jvymoene 119 7 2020 2020 CD cord-274147-jvymoene 120 1 ; ; : cord-274147-jvymoene 120 2 Chen Chen NNP cord-274147-jvymoene 120 3 et et NNP cord-274147-jvymoene 120 4 al al NNP cord-274147-jvymoene 120 5 . . NNP cord-274147-jvymoene 120 6 , , , cord-274147-jvymoene 120 7 2020 2020 CD cord-274147-jvymoene 120 8 ; ; : cord-274147-jvymoene 120 9 WHO who WP cord-274147-jvymoene 120 10 , , , cord-274147-jvymoene 120 11 2020a 2020a CD cord-274147-jvymoene 120 12 ) ) -RRB- cord-274147-jvymoene 120 13 . . . cord-274147-jvymoene 121 1 The the DT cord-274147-jvymoene 121 2 results result NNS cord-274147-jvymoene 121 3 here here RB cord-274147-jvymoene 121 4 suggest suggest VBP cord-274147-jvymoene 121 5 that that IN cord-274147-jvymoene 121 6 hygiene hygiene NN cord-274147-jvymoene 121 7 behaviour behaviour NN cord-274147-jvymoene 121 8 is be VBZ cord-274147-jvymoene 121 9 the the DT cord-274147-jvymoene 121 10 least least JJS cord-274147-jvymoene 121 11 effective effective JJ cord-274147-jvymoene 121 12 strategy strategy NN cord-274147-jvymoene 121 13 . . . cord-274147-jvymoene 122 1 Although although IN cord-274147-jvymoene 122 2 increasing increase VBG cord-274147-jvymoene 122 3 each each DT cord-274147-jvymoene 122 4 of of IN cord-274147-jvymoene 122 5 the the DT cord-274147-jvymoene 122 6 controls control NNS cord-274147-jvymoene 122 7 could could MD cord-274147-jvymoene 122 8 increase increase VB cord-274147-jvymoene 122 9 their -PRON- PRP$ cord-274147-jvymoene 122 10 effect effect NN cord-274147-jvymoene 122 11 . . . cord-274147-jvymoene 123 1 Therefore therefore RB cord-274147-jvymoene 123 2 , , , cord-274147-jvymoene 123 3 efforts effort NNS cord-274147-jvymoene 123 4 are be VBP cord-274147-jvymoene 123 5 still still RB cord-274147-jvymoene 123 6 required require VBN cord-274147-jvymoene 123 7 to to TO cord-274147-jvymoene 123 8 educate educate VB cord-274147-jvymoene 123 9 individuals individual NNS cord-274147-jvymoene 123 10 on on IN cord-274147-jvymoene 123 11 disease disease NN cord-274147-jvymoene 123 12 prevention prevention NN cord-274147-jvymoene 123 13 strategies strategy NNS cord-274147-jvymoene 123 14 . . . cord-274147-jvymoene 124 1 Forcing force VBG cord-274147-jvymoene 124 2 much much JJ cord-274147-jvymoene 124 3 of of IN cord-274147-jvymoene 124 4 the the DT cord-274147-jvymoene 124 5 public public NN cord-274147-jvymoene 124 6 to to TO cord-274147-jvymoene 124 7 keep keep VB cord-274147-jvymoene 124 8 separate separate JJ cord-274147-jvymoene 124 9 by by IN cord-274147-jvymoene 124 10 a a DT cord-274147-jvymoene 124 11 strict strict JJ cord-274147-jvymoene 124 12 lock lock NN cord-274147-jvymoene 124 13 down down RP cord-274147-jvymoene 124 14 policy policy NN cord-274147-jvymoene 124 15 can can MD cord-274147-jvymoene 124 16 also also RB cord-274147-jvymoene 124 17 increase increase VB cord-274147-jvymoene 124 18 levels level NNS cord-274147-jvymoene 124 19 of of IN cord-274147-jvymoene 124 20 control control NN cord-274147-jvymoene 124 21 . . . cord-274147-jvymoene 125 1 For for IN cord-274147-jvymoene 125 2 less less RBR cord-274147-jvymoene 125 3 developed developed JJ cord-274147-jvymoene 125 4 countries country NNS cord-274147-jvymoene 125 5 , , , cord-274147-jvymoene 125 6 where where WRB cord-274147-jvymoene 125 7 isolation isolation NN cord-274147-jvymoene 125 8 of of IN cord-274147-jvymoene 125 9 infectious infectious JJ cord-274147-jvymoene 125 10 individual individual NN cord-274147-jvymoene 125 11 is be VBZ cord-274147-jvymoene 125 12 difficult difficult JJ cord-274147-jvymoene 125 13 to to TO cord-274147-jvymoene 125 14 apply apply VB cord-274147-jvymoene 125 15 effectively effectively RB cord-274147-jvymoene 125 16 , , , cord-274147-jvymoene 125 17 the the DT cord-274147-jvymoene 125 18 results result NNS cord-274147-jvymoene 125 19 here here RB cord-274147-jvymoene 125 20 suggest suggest VBP cord-274147-jvymoene 125 21 that that IN cord-274147-jvymoene 125 22 eventually eventually RB cord-274147-jvymoene 125 23 lock lock VB cord-274147-jvymoene 125 24 down down RP cord-274147-jvymoene 125 25 and and CC cord-274147-jvymoene 125 26 personal personal JJ cord-274147-jvymoene 125 27 prevention prevention NN cord-274147-jvymoene 125 28 strategies strategy NNS cord-274147-jvymoene 125 29 applied apply VBN cord-274147-jvymoene 125 30 together together RB cord-274147-jvymoene 125 31 could could MD cord-274147-jvymoene 125 32 lead lead VB cord-274147-jvymoene 125 33 to to IN cord-274147-jvymoene 125 34 the the DT cord-274147-jvymoene 125 35 end end NN cord-274147-jvymoene 125 36 of of IN cord-274147-jvymoene 125 37 an an DT cord-274147-jvymoene 125 38 outbreak outbreak NN cord-274147-jvymoene 125 39 . . . cord-274147-jvymoene 126 1 However however RB cord-274147-jvymoene 126 2 , , , cord-274147-jvymoene 126 3 this this DT cord-274147-jvymoene 126 4 process process NN cord-274147-jvymoene 126 5 would would MD cord-274147-jvymoene 126 6 take take VB cord-274147-jvymoene 126 7 longer long RBR cord-274147-jvymoene 126 8 adding add VBG cord-274147-jvymoene 126 9 to to IN cord-274147-jvymoene 126 10 the the DT cord-274147-jvymoene 126 11 associated associate VBN cord-274147-jvymoene 126 12 financial financial JJ cord-274147-jvymoene 126 13 burdens burden NNS cord-274147-jvymoene 126 14 on on IN cord-274147-jvymoene 126 15 individuals individual NNS cord-274147-jvymoene 126 16 and and CC cord-274147-jvymoene 126 17 the the DT cord-274147-jvymoene 126 18 state state NN cord-274147-jvymoene 126 19 . . . cord-274147-jvymoene 127 1 All all DT cord-274147-jvymoene 127 2 models model NNS cord-274147-jvymoene 127 3 depend depend VBP cord-274147-jvymoene 127 4 on on IN cord-274147-jvymoene 127 5 their -PRON- PRP$ cord-274147-jvymoene 127 6 simplifying simplify VBG cord-274147-jvymoene 127 7 assumptions assumption NNS cord-274147-jvymoene 127 8 . . . cord-274147-jvymoene 128 1 For for IN cord-274147-jvymoene 128 2 example example NN cord-274147-jvymoene 128 3 , , , cord-274147-jvymoene 128 4 the the DT cord-274147-jvymoene 128 5 importance importance NN cord-274147-jvymoene 128 6 of of IN cord-274147-jvymoene 128 7 population population NN cord-274147-jvymoene 128 8 network network NN cord-274147-jvymoene 128 9 structure structure NN cord-274147-jvymoene 128 10 could could MD cord-274147-jvymoene 128 11 be be VB cord-274147-jvymoene 128 12 important important JJ cord-274147-jvymoene 128 13 in in IN cord-274147-jvymoene 128 14 how how WRB cord-274147-jvymoene 128 15 a a DT cord-274147-jvymoene 128 16 disease disease NN cord-274147-jvymoene 128 17 spreads spread VBZ cord-274147-jvymoene 128 18 with with IN cord-274147-jvymoene 128 19 this this DT cord-274147-jvymoene 128 20 knowledge knowledge NN cord-274147-jvymoene 128 21 enabling enable VBG cord-274147-jvymoene 128 22 the the DT cord-274147-jvymoene 128 23 potential potential NN cord-274147-jvymoene 128 24 for for IN cord-274147-jvymoene 128 25 targeted targeted JJ cord-274147-jvymoene 128 26 vaccine vaccine NN cord-274147-jvymoene 128 27 control control NN cord-274147-jvymoene 128 28 ( ( -LRB- cord-274147-jvymoene 128 29 Eubank Eubank NNP cord-274147-jvymoene 128 30 et et NNP cord-274147-jvymoene 128 31 al al NNP cord-274147-jvymoene 128 32 . . NNP cord-274147-jvymoene 128 33 , , , cord-274147-jvymoene 128 34 2004 2004 CD cord-274147-jvymoene 128 35 ) ) -RRB- cord-274147-jvymoene 128 36 . . . cord-274147-jvymoene 129 1 However however RB cord-274147-jvymoene 129 2 , , , cord-274147-jvymoene 129 3 in in IN cord-274147-jvymoene 129 4 cases case NNS cord-274147-jvymoene 129 5 such such JJ cord-274147-jvymoene 129 6 as as IN cord-274147-jvymoene 129 7 COVID-19 COVID-19 NNP cord-274147-jvymoene 129 8 where where WRB cord-274147-jvymoene 129 9 there there EX cord-274147-jvymoene 129 10 is be VBZ cord-274147-jvymoene 129 11 yet yet RB cord-274147-jvymoene 129 12 no no DT cord-274147-jvymoene 129 13 vaccine vaccine NN cord-274147-jvymoene 129 14 the the DT cord-274147-jvymoene 129 15 global global JJ cord-274147-jvymoene 129 16 approach approach NN cord-274147-jvymoene 129 17 used use VBN cord-274147-jvymoene 129 18 here here RB cord-274147-jvymoene 129 19 can can MD cord-274147-jvymoene 129 20 be be VB cord-274147-jvymoene 129 21 a a DT cord-274147-jvymoene 129 22 guide guide NN cord-274147-jvymoene 129 23 . . . cord-274147-jvymoene 130 1 In in IN cord-274147-jvymoene 130 2 particular particular JJ cord-274147-jvymoene 130 3 , , , cord-274147-jvymoene 130 4 possible possible JJ cord-274147-jvymoene 130 5 trends trend NNS cord-274147-jvymoene 130 6 can can MD cord-274147-jvymoene 130 7 be be VB cord-274147-jvymoene 130 8 compared compare VBN cord-274147-jvymoene 130 9 , , , cord-274147-jvymoene 130 10 rather rather RB cord-274147-jvymoene 130 11 than than IN cord-274147-jvymoene 130 12 attempting attempt VBG cord-274147-jvymoene 130 13 to to TO cord-274147-jvymoene 130 14 predict predict VB cord-274147-jvymoene 130 15 actual actual JJ cord-274147-jvymoene 130 16 numbers number NNS cord-274147-jvymoene 130 17 , , , cord-274147-jvymoene 130 18 as as IN cord-274147-jvymoene 130 19 was be VBD cord-274147-jvymoene 130 20 the the DT cord-274147-jvymoene 130 21 objective objective NN cord-274147-jvymoene 130 22 here here RB cord-274147-jvymoene 130 23 . . . cord-274147-jvymoene 131 1 A a DT cord-274147-jvymoene 131 2 study study NN cord-274147-jvymoene 131 3 of of IN cord-274147-jvymoene 131 4 the the DT cord-274147-jvymoene 131 5 public public JJ cord-274147-jvymoene 131 6 health health NN cord-274147-jvymoene 131 7 interventions intervention NNS cord-274147-jvymoene 131 8 of of IN cord-274147-jvymoene 131 9 the the DT cord-274147-jvymoene 131 10 COVID-19 covid-19 JJ cord-274147-jvymoene 131 11 outbreak outbreak NN cord-274147-jvymoene 131 12 in in IN cord-274147-jvymoene 131 13 Wuhan Wuhan NNP cord-274147-jvymoene 131 14 , , , cord-274147-jvymoene 131 15 China China NNP cord-274147-jvymoene 131 16 found find VBD cord-274147-jvymoene 131 17 that that IN cord-274147-jvymoene 131 18 over over IN cord-274147-jvymoene 131 19 time time NN cord-274147-jvymoene 131 20 multifaceted multifacete VBN cord-274147-jvymoene 131 21 interventions intervention NNS cord-274147-jvymoene 131 22 improved improve VBD cord-274147-jvymoene 131 23 control control NN cord-274147-jvymoene 131 24 of of IN cord-274147-jvymoene 131 25 the the DT cord-274147-jvymoene 131 26 outbreak outbreak NN cord-274147-jvymoene 131 27 ( ( -LRB- cord-274147-jvymoene 131 28 Pan Pan NNP cord-274147-jvymoene 131 29 et et FW cord-274147-jvymoene 131 30 al al NNP cord-274147-jvymoene 131 31 . . NNP cord-274147-jvymoene 131 32 , , , cord-274147-jvymoene 131 33 2020 2020 CD cord-274147-jvymoene 131 34 ) ) -RRB- cord-274147-jvymoene 131 35 . . . cord-274147-jvymoene 132 1 Part part NN cord-274147-jvymoene 132 2 of of IN cord-274147-jvymoene 132 3 this this DT cord-274147-jvymoene 132 4 intervention intervention NN cord-274147-jvymoene 132 5 strategy strategy NN cord-274147-jvymoene 132 6 was be VBD cord-274147-jvymoene 132 7 the the DT cord-274147-jvymoene 132 8 robust robust JJ cord-274147-jvymoene 132 9 quarantine quarantine NN cord-274147-jvymoene 132 10 and and CC cord-274147-jvymoene 132 11 treatment treatment NN cord-274147-jvymoene 132 12 policy policy NN cord-274147-jvymoene 132 13 of of IN cord-274147-jvymoene 132 14 the the DT cord-274147-jvymoene 132 15 Chinese chinese JJ cord-274147-jvymoene 132 16 government government NN cord-274147-jvymoene 132 17 . . . cord-274147-jvymoene 133 1 A a DT cord-274147-jvymoene 133 2 rapid rapid JJ cord-274147-jvymoene 133 3 review review NN cord-274147-jvymoene 133 4 of of IN cord-274147-jvymoene 133 5 29 29 CD cord-274147-jvymoene 133 6 studies study NNS cord-274147-jvymoene 133 7 ( ( -LRB- cord-274147-jvymoene 133 8 10 10 CD cord-274147-jvymoene 133 9 modelling modelling NN cord-274147-jvymoene 133 10 studies study NNS cord-274147-jvymoene 133 11 on on IN cord-274147-jvymoene 133 12 COVID-19 COVID-19 NNP cord-274147-jvymoene 133 13 , , , cord-274147-jvymoene 133 14 4 4 CD cord-274147-jvymoene 133 15 observational observational JJ cord-274147-jvymoene 133 16 studies study NNS cord-274147-jvymoene 133 17 and and CC cord-274147-jvymoene 133 18 15 15 CD cord-274147-jvymoene 133 19 modelling modelling NN cord-274147-jvymoene 133 20 studies study NNS cord-274147-jvymoene 133 21 of of IN cord-274147-jvymoene 133 22 SARS SARS NNP cord-274147-jvymoene 133 23 and and CC cord-274147-jvymoene 133 24 MERS MERS NNP cord-274147-jvymoene 133 25 ) ) -RRB- cord-274147-jvymoene 133 26 largely largely RB cord-274147-jvymoene 133 27 agrees agree VBZ cord-274147-jvymoene 133 28 with with IN cord-274147-jvymoene 133 29 our -PRON- PRP$ cord-274147-jvymoene 133 30 results result NNS cord-274147-jvymoene 133 31 ( ( -LRB- cord-274147-jvymoene 133 32 Nussbaumer Nussbaumer NNP cord-274147-jvymoene 133 33 - - HYPH cord-274147-jvymoene 133 34 Streit Streit NNP cord-274147-jvymoene 133 35 et et NNP cord-274147-jvymoene 133 36 al al NNP cord-274147-jvymoene 133 37 . . NNP cord-274147-jvymoene 133 38 , , , cord-274147-jvymoene 133 39 2020 2020 CD cord-274147-jvymoene 133 40 ) ) -RRB- cord-274147-jvymoene 133 41 . . . cord-274147-jvymoene 134 1 These these DT cord-274147-jvymoene 134 2 model model NN cord-274147-jvymoene 134 3 results result NNS cord-274147-jvymoene 134 4 are be VBP cord-274147-jvymoene 134 5 also also RB cord-274147-jvymoene 134 6 limited limit VBN cord-274147-jvymoene 134 7 by by IN cord-274147-jvymoene 134 8 the the DT cord-274147-jvymoene 134 9 modelling modelling NN cord-274147-jvymoene 134 10 assumptions assumption NNS cord-274147-jvymoene 134 11 used use VBN cord-274147-jvymoene 134 12 but but CC cord-274147-jvymoene 134 13 these these DT cord-274147-jvymoene 134 14 studies study NNS cord-274147-jvymoene 134 15 found find VBD cord-274147-jvymoene 134 16 quarantine quarantine NN cord-274147-jvymoene 134 17 to to IN cord-274147-jvymoene 134 18 the the DT cord-274147-jvymoene 134 19 most most RBS cord-274147-jvymoene 134 20 effective effective JJ cord-274147-jvymoene 134 21 measure measure NN cord-274147-jvymoene 134 22 in in IN cord-274147-jvymoene 134 23 reducing reduce VBG cord-274147-jvymoene 134 24 infected infected JJ cord-274147-jvymoene 134 25 numbers number NNS cord-274147-jvymoene 134 26 and and CC cord-274147-jvymoene 134 27 deaths death NNS cord-274147-jvymoene 134 28 due due JJ cord-274147-jvymoene 134 29 to to IN cord-274147-jvymoene 135 1 COVID-19 COVID-19 NNP cord-274147-jvymoene 135 2 ( ( -LRB- cord-274147-jvymoene 135 3 Nussbaumer Nussbaumer NNP cord-274147-jvymoene 135 4 - - HYPH cord-274147-jvymoene 135 5 Streit Streit NNP cord-274147-jvymoene 135 6 et et NNP cord-274147-jvymoene 135 7 al al NNP cord-274147-jvymoene 135 8 . . NNP cord-274147-jvymoene 135 9 , , , cord-274147-jvymoene 135 10 2020 2020 CD cord-274147-jvymoene 135 11 ) ) -RRB- cord-274147-jvymoene 135 12 . . . cord-274147-jvymoene 136 1 They -PRON- PRP cord-274147-jvymoene 136 2 also also RB cord-274147-jvymoene 136 3 showed show VBD cord-274147-jvymoene 136 4 that that IN cord-274147-jvymoene 136 5 combining combine VBG cord-274147-jvymoene 136 6 quarantine quarantine NN cord-274147-jvymoene 136 7 with with IN cord-274147-jvymoene 136 8 other other JJ cord-274147-jvymoene 136 9 control control NN cord-274147-jvymoene 136 10 measures measure NNS cord-274147-jvymoene 136 11 had have VBD cord-274147-jvymoene 136 12 a a DT cord-274147-jvymoene 136 13 greater great JJR cord-274147-jvymoene 136 14 effect effect NN cord-274147-jvymoene 136 15 than than IN cord-274147-jvymoene 136 16 quarantine quarantine NN cord-274147-jvymoene 136 17 alone alone RB cord-274147-jvymoene 136 18 , , , cord-274147-jvymoene 136 19 as as IN cord-274147-jvymoene 136 20 found find VBN cord-274147-jvymoene 136 21 here here RB cord-274147-jvymoene 136 22 . . . cord-274147-jvymoene 137 1 In in IN cord-274147-jvymoene 137 2 China China NNP cord-274147-jvymoene 137 3 they -PRON- PRP cord-274147-jvymoene 137 4 managed manage VBD cord-274147-jvymoene 137 5 to to TO cord-274147-jvymoene 137 6 stem stem VB cord-274147-jvymoene 137 7 the the DT cord-274147-jvymoene 137 8 spread spread NN cord-274147-jvymoene 137 9 of of IN cord-274147-jvymoene 137 10 their -PRON- PRP$ cord-274147-jvymoene 137 11 COVID-19 covid-19 JJ cord-274147-jvymoene 137 12 outbreak outbreak NN cord-274147-jvymoene 137 13 . . . cord-274147-jvymoene 138 1 Using use VBG cord-274147-jvymoene 138 2 the the DT cord-274147-jvymoene 138 3 Chinese chinese JJ cord-274147-jvymoene 138 4 data datum NNS cord-274147-jvymoene 138 5 and and CC cord-274147-jvymoene 138 6 assumptions assumption NNS cord-274147-jvymoene 138 7 on on IN cord-274147-jvymoene 138 8 how how WRB cord-274147-jvymoene 138 9 the the DT cord-274147-jvymoene 138 10 outbreak outbreak NN cord-274147-jvymoene 138 11 was be VBD cord-274147-jvymoene 138 12 controlled control VBN cord-274147-jvymoene 138 13 we -PRON- PRP cord-274147-jvymoene 138 14 show show VBP cord-274147-jvymoene 138 15 using use VBG cord-274147-jvymoene 138 16 an an DT cord-274147-jvymoene 138 17 ordinary ordinary JJ cord-274147-jvymoene 138 18 differential differential JJ cord-274147-jvymoene 138 19 equations equation NNS cord-274147-jvymoene 138 20 model model VBP cord-274147-jvymoene 138 21 the the DT cord-274147-jvymoene 138 22 possible possible JJ cord-274147-jvymoene 138 23 effects effect NNS cord-274147-jvymoene 138 24 of of IN cord-274147-jvymoene 138 25 different different JJ cord-274147-jvymoene 138 26 controls control NNS cord-274147-jvymoene 138 27 . . . cord-274147-jvymoene 139 1 Sensitization sensitization NN cord-274147-jvymoene 139 2 and and CC cord-274147-jvymoene 139 3 lock lock NN cord-274147-jvymoene 139 4 - - HYPH cord-274147-jvymoene 139 5 down down NN cord-274147-jvymoene 139 6 are be VBP cord-274147-jvymoene 139 7 helpful helpful JJ cord-274147-jvymoene 139 8 in in IN cord-274147-jvymoene 139 9 controlling control VBG cord-274147-jvymoene 139 10 the the DT cord-274147-jvymoene 139 11 disease disease NN cord-274147-jvymoene 139 12 but but CC cord-274147-jvymoene 139 13 those those DT cord-274147-jvymoene 139 14 would would MD cord-274147-jvymoene 139 15 need need VB cord-274147-jvymoene 139 16 to to TO cord-274147-jvymoene 139 17 be be VB cord-274147-jvymoene 139 18 strongly strongly RB cord-274147-jvymoene 139 19 enforced enforce VBN cord-274147-jvymoene 139 20 . . . cord-274147-jvymoene 140 1 It -PRON- PRP cord-274147-jvymoene 140 2 seems seem VBZ cord-274147-jvymoene 140 3 unlikely unlikely JJ cord-274147-jvymoene 140 4 that that IN cord-274147-jvymoene 140 5 efforts effort NNS cord-274147-jvymoene 140 6 to to TO cord-274147-jvymoene 140 7 increase increase VB cord-274147-jvymoene 140 8 these these DT cord-274147-jvymoene 140 9 individual individual JJ cord-274147-jvymoene 140 10 controls control NNS cord-274147-jvymoene 140 11 could could MD cord-274147-jvymoene 140 12 be be VB cord-274147-jvymoene 140 13 significantly significantly RB cord-274147-jvymoene 140 14 improved improve VBN cord-274147-jvymoene 140 15 beyond beyond IN cord-274147-jvymoene 140 16 the the DT cord-274147-jvymoene 140 17 efforts effort NNS cord-274147-jvymoene 140 18 in in IN cord-274147-jvymoene 140 19 China China NNP cord-274147-jvymoene 140 20 . . . cord-274147-jvymoene 141 1 Thus thus RB cord-274147-jvymoene 141 2 , , , cord-274147-jvymoene 141 3 this this DT cord-274147-jvymoene 141 4 study study NN cord-274147-jvymoene 141 5 points point VBZ cord-274147-jvymoene 141 6 strongly strongly RB cord-274147-jvymoene 141 7 to to IN cord-274147-jvymoene 141 8 the the DT cord-274147-jvymoene 141 9 importance importance NN cord-274147-jvymoene 141 10 of of IN cord-274147-jvymoene 141 11 implementing implement VBG cord-274147-jvymoene 141 12 all all DT cord-274147-jvymoene 141 13 available available JJ cord-274147-jvymoene 141 14 controls control NNS cord-274147-jvymoene 141 15 . . . cord-274147-jvymoene 142 1 Also also RB cord-274147-jvymoene 142 2 , , , cord-274147-jvymoene 142 3 the the DT cord-274147-jvymoene 142 4 isolation isolation NN cord-274147-jvymoene 142 5 of of IN cord-274147-jvymoene 142 6 infectious infectious JJ cord-274147-jvymoene 142 7 individual individual NN cord-274147-jvymoene 142 8 is be VBZ cord-274147-jvymoene 142 9 possibly possibly RB cord-274147-jvymoene 142 10 of of IN cord-274147-jvymoene 142 11 particular particular JJ cord-274147-jvymoene 142 12 importance importance NN cord-274147-jvymoene 142 13 which which WDT cord-274147-jvymoene 142 14 would would MD cord-274147-jvymoene 142 15 point point VB cord-274147-jvymoene 142 16 to to IN cord-274147-jvymoene 142 17 the the DT cord-274147-jvymoene 142 18 need need NN cord-274147-jvymoene 142 19 for for IN cord-274147-jvymoene 142 20 extensive extensive JJ cord-274147-jvymoene 142 21 testing testing NN cord-274147-jvymoene 142 22 due due IN cord-274147-jvymoene 142 23 to to IN cord-274147-jvymoene 142 24 the the DT cord-274147-jvymoene 142 25 possible possible JJ cord-274147-jvymoene 142 26 prevalence prevalence NN cord-274147-jvymoene 142 27 of of IN cord-274147-jvymoene 142 28 asymptomatic asymptomatic JJ cord-274147-jvymoene 142 29 COVID-19 covid-19 JJ cord-274147-jvymoene 142 30 cases case NNS cord-274147-jvymoene 142 31 . . . cord-274147-jvymoene 143 1 Assessment Assessment NNP cord-274147-jvymoene 143 2 of of IN cord-274147-jvymoene 143 3 COVID-19 COVID-19 NNP cord-274147-jvymoene 143 4 mass mass NN cord-274147-jvymoene 143 5 testing testing NN cord-274147-jvymoene 143 6 : : : cord-274147-jvymoene 143 7 the the DT cord-274147-jvymoene 143 8 case case NN cord-274147-jvymoene 143 9 of of IN cord-274147-jvymoene 143 10 South South NNP cord-274147-jvymoene 143 11 Korea Korea NNP cord-274147-jvymoene 143 12 . . . cord-274147-jvymoene 144 1 Available available JJ cord-274147-jvymoene 144 2 at at IN cord-274147-jvymoene 144 3 SSRN SSRN NNP cord-274147-jvymoene 144 4 3556346 3556346 CD cord-274147-jvymoene 145 1 We -PRON- PRP cord-274147-jvymoene 145 2 acknowledge acknowledge VBP cord-274147-jvymoene 145 3 and and CC cord-274147-jvymoene 145 4 regret regret VBP cord-274147-jvymoene 145 5 the the DT cord-274147-jvymoene 145 6 pain pain NN cord-274147-jvymoene 145 7 and and CC cord-274147-jvymoene 145 8 suffering suffering NN cord-274147-jvymoene 145 9 that that IN cord-274147-jvymoene 145 10 this this DT cord-274147-jvymoene 145 11 virus virus NN cord-274147-jvymoene 145 12 has have VBZ cord-274147-jvymoene 145 13 caused cause VBN cord-274147-jvymoene 145 14 . . . cord-274147-jvymoene 146 1 The the DT cord-274147-jvymoene 146 2 authors author NNS cord-274147-jvymoene 146 3 received receive VBD cord-274147-jvymoene 146 4 no no DT cord-274147-jvymoene 146 5 external external JJ cord-274147-jvymoene 146 6 funding funding NN cord-274147-jvymoene 146 7 for for IN cord-274147-jvymoene 146 8 this this DT cord-274147-jvymoene 146 9 work work NN cord-274147-jvymoene 146 10 . . . cord-274147-jvymoene 147 1 The the DT cord-274147-jvymoene 147 2 authors author NNS cord-274147-jvymoene 147 3 declare declare VBP cord-274147-jvymoene 147 4 there there EX cord-274147-jvymoene 147 5 are be VBP cord-274147-jvymoene 147 6 no no DT cord-274147-jvymoene 147 7 competing compete VBG cord-274147-jvymoene 147 8 interests interest NNS cord-274147-jvymoene 147 9 . . . cord-274147-jvymoene 148 1 • • NNP cord-274147-jvymoene 149 1 Obiora Obiora NNP cord-274147-jvymoene 149 2 C. C. NNP cord-274147-jvymoene 149 3 Collins Collins NNP cord-274147-jvymoene 149 4 and and CC cord-274147-jvymoene 149 5 Kevin Kevin NNP cord-274147-jvymoene 149 6 J. J. NNP cord-274147-jvymoene 149 7 Duffy Duffy NNP cord-274147-jvymoene 149 8 conceived conceive VBD cord-274147-jvymoene 149 9 and and CC cord-274147-jvymoene 149 10 designed design VBD cord-274147-jvymoene 149 11 the the DT cord-274147-jvymoene 149 12 methods method NNS cord-274147-jvymoene 149 13 , , , cord-274147-jvymoene 149 14 performed perform VBD cord-274147-jvymoene 149 15 the the DT cord-274147-jvymoene 149 16 model model NN cord-274147-jvymoene 149 17 analyses analysis NNS cord-274147-jvymoene 149 18 , , , cord-274147-jvymoene 149 19 analyzed analyze VBD cord-274147-jvymoene 149 20 the the DT cord-274147-jvymoene 149 21 data datum NNS cord-274147-jvymoene 149 22 , , , cord-274147-jvymoene 149 23 prepared prepare VBN cord-274147-jvymoene 149 24 figures figure NNS cord-274147-jvymoene 149 25 and/or and/or CC cord-274147-jvymoene 149 26 tables table NNS cord-274147-jvymoene 149 27 , , , cord-274147-jvymoene 149 28 authored author VBN cord-274147-jvymoene 149 29 or or CC cord-274147-jvymoene 149 30 reviewed review VBN cord-274147-jvymoene 149 31 drafts draft NNS cord-274147-jvymoene 149 32 of of IN cord-274147-jvymoene 149 33 the the DT cord-274147-jvymoene 149 34 paper paper NN cord-274147-jvymoene 149 35 , , , cord-274147-jvymoene 149 36 and and CC cord-274147-jvymoene 149 37 approved approve VBD cord-274147-jvymoene 149 38 the the DT cord-274147-jvymoene 149 39 final final JJ cord-274147-jvymoene 149 40 draft draft NN cord-274147-jvymoene 149 41 . . . cord-274147-jvymoene 150 1 The the DT cord-274147-jvymoene 150 2 following following JJ cord-274147-jvymoene 150 3 information information NN cord-274147-jvymoene 150 4 was be VBD cord-274147-jvymoene 150 5 supplied supply VBN cord-274147-jvymoene 150 6 regarding regard VBG cord-274147-jvymoene 150 7 data datum NNS cord-274147-jvymoene 150 8 availability availability NN cord-274147-jvymoene 150 9 : : : cord-274147-jvymoene 150 10 The the DT cord-274147-jvymoene 150 11 raw raw JJ cord-274147-jvymoene 150 12 data datum NNS cord-274147-jvymoene 150 13 came come VBD cord-274147-jvymoene 150 14 from from IN cord-274147-jvymoene 150 15 the the DT cord-274147-jvymoene 150 16 Worldometers Worldometers NNP cord-274147-jvymoene 150 17 site site NN cord-274147-jvymoene 150 18 ; ; : cord-274147-jvymoene 150 19 both both CC cord-274147-jvymoene 150 20 the the DT cord-274147-jvymoene 150 21 raw raw JJ cord-274147-jvymoene 150 22 data datum NNS cord-274147-jvymoene 150 23 and and CC cord-274147-jvymoene 150 24 Matlab Matlab NNP cord-274147-jvymoene 150 25 code code NN cord-274147-jvymoene 150 26 are be VBP cord-274147-jvymoene 150 27 available available JJ cord-274147-jvymoene 150 28 in in IN cord-274147-jvymoene 150 29 the the DT cord-274147-jvymoene 150 30 Supplemental supplemental JJ cord-274147-jvymoene 150 31 Files file NNS cord-274147-jvymoene 150 32 . . . cord-274147-jvymoene 151 1 Supplemental supplemental JJ cord-274147-jvymoene 151 2 information information NN cord-274147-jvymoene 151 3 for for IN cord-274147-jvymoene 151 4 this this DT cord-274147-jvymoene 151 5 article article NN cord-274147-jvymoene 151 6 can can MD cord-274147-jvymoene 151 7 be be VB cord-274147-jvymoene 151 8 found find VBN cord-274147-jvymoene 151 9 online online RB cord-274147-jvymoene 151 10 at at IN cord-274147-jvymoene 151 11 http://dx.doi.org/10.7717/ http://dx.doi.org/10.7717/ ADD cord-274147-jvymoene 151 12 peerj.9933#supplemental peerj.9933#supplemental JJ cord-274147-jvymoene 151 13 - - HYPH cord-274147-jvymoene 151 14 information information NN cord-274147-jvymoene 151 15 . . .