id sid tid token lemma pos cord-342211-y7zxipiz 1 1 key key JJ cord-342211-y7zxipiz 1 2 : : : cord-342211-y7zxipiz 1 3 cord-342211-y7zxipiz cord-342211-y7zxipiz JJ cord-342211-y7zxipiz 1 4 authors author NNS cord-342211-y7zxipiz 1 5 : : : cord-342211-y7zxipiz 1 6 Dagpunar Dagpunar NNP cord-342211-y7zxipiz 1 7 , , , cord-342211-y7zxipiz 1 8 J. J. NNP cord-342211-y7zxipiz 1 9 S. S. NNP cord-342211-y7zxipiz 1 10 title title NN cord-342211-y7zxipiz 1 11 : : : cord-342211-y7zxipiz 1 12 Sensitivity sensitivity NN cord-342211-y7zxipiz 1 13 of of IN cord-342211-y7zxipiz 1 14 UK UK NNP cord-342211-y7zxipiz 1 15 Covid-19 covid-19 VBP cord-342211-y7zxipiz 1 16 deaths death NNS cord-342211-y7zxipiz 1 17 to to IN cord-342211-y7zxipiz 1 18 the the DT cord-342211-y7zxipiz 1 19 timing timing NN cord-342211-y7zxipiz 1 20 of of IN cord-342211-y7zxipiz 1 21 suppression suppression NN cord-342211-y7zxipiz 1 22 measures measure NNS cord-342211-y7zxipiz 1 23 and and CC cord-342211-y7zxipiz 1 24 their -PRON- PRP$ cord-342211-y7zxipiz 1 25 relaxation relaxation NN cord-342211-y7zxipiz 1 26 date date NN cord-342211-y7zxipiz 1 27 : : : cord-342211-y7zxipiz 1 28 2020 2020 CD cord-342211-y7zxipiz 1 29 - - HYPH cord-342211-y7zxipiz 1 30 05 05 CD cord-342211-y7zxipiz 1 31 - - SYM cord-342211-y7zxipiz 1 32 15 15 CD cord-342211-y7zxipiz 1 33 journal journal NN cord-342211-y7zxipiz 1 34 : : : cord-342211-y7zxipiz 1 35 nan nan NNP cord-342211-y7zxipiz 1 36 DOI DOI NNP cord-342211-y7zxipiz 1 37 : : : cord-342211-y7zxipiz 2 1 10.1101/2020.05.09.20096859 10.1101/2020.05.09.20096859 CD cord-342211-y7zxipiz 2 2 sha sha NNP cord-342211-y7zxipiz 2 3 : : : cord-342211-y7zxipiz 2 4 9dd79b9be176b6c67d5a2fde62ef4507182f38dd 9dd79b9be176b6c67d5a2fde62ef4507182f38dd CD cord-342211-y7zxipiz 2 5 doc_id doc_id CD cord-342211-y7zxipiz 2 6 : : : cord-342211-y7zxipiz 2 7 342211 342211 CD cord-342211-y7zxipiz 2 8 cord_uid cord_uid NN cord-342211-y7zxipiz 2 9 : : : cord-342211-y7zxipiz 3 1 y7zxipiz y7zxipiz NNP cord-342211-y7zxipiz 4 1 In in IN cord-342211-y7zxipiz 4 2 this this DT cord-342211-y7zxipiz 4 3 paper paper NN cord-342211-y7zxipiz 4 4 I -PRON- PRP cord-342211-y7zxipiz 4 5 examine examine VBP cord-342211-y7zxipiz 4 6 the the DT cord-342211-y7zxipiz 4 7 sensitivity sensitivity NN cord-342211-y7zxipiz 4 8 of of IN cord-342211-y7zxipiz 4 9 total total JJ cord-342211-y7zxipiz 4 10 UK UK NNP cord-342211-y7zxipiz 4 11 Covid-19 covid-19 NN cord-342211-y7zxipiz 4 12 deaths death NNS cord-342211-y7zxipiz 4 13 and and CC cord-342211-y7zxipiz 4 14 the the DT cord-342211-y7zxipiz 4 15 demand demand NN cord-342211-y7zxipiz 4 16 for for IN cord-342211-y7zxipiz 4 17 intensive intensive JJ cord-342211-y7zxipiz 4 18 care care NN cord-342211-y7zxipiz 4 19 and and CC cord-342211-y7zxipiz 4 20 ward ward NN cord-342211-y7zxipiz 4 21 beds bed NNS cord-342211-y7zxipiz 4 22 , , , cord-342211-y7zxipiz 4 23 to to IN cord-342211-y7zxipiz 4 24 the the DT cord-342211-y7zxipiz 4 25 timing timing NN cord-342211-y7zxipiz 4 26 and and CC cord-342211-y7zxipiz 4 27 duration duration NN cord-342211-y7zxipiz 4 28 of of IN cord-342211-y7zxipiz 4 29 suppression suppression NN cord-342211-y7zxipiz 4 30 periods period NNS cord-342211-y7zxipiz 4 31 during during IN cord-342211-y7zxipiz 4 32 a a DT cord-342211-y7zxipiz 4 33 500 500 CD cord-342211-y7zxipiz 4 34 day day NN cord-342211-y7zxipiz 4 35 period period NN cord-342211-y7zxipiz 4 36 . . . cord-342211-y7zxipiz 5 1 This this DT cord-342211-y7zxipiz 5 2 is be VBZ cord-342211-y7zxipiz 5 3 achieved achieve VBN cord-342211-y7zxipiz 5 4 via via IN cord-342211-y7zxipiz 5 5 a a DT cord-342211-y7zxipiz 5 6 SEIR SEIR NNP cord-342211-y7zxipiz 5 7 model model NN cord-342211-y7zxipiz 5 8 . . . cord-342211-y7zxipiz 6 1 Using use VBG cord-342211-y7zxipiz 6 2 an an DT cord-342211-y7zxipiz 6 3 expected expect VBN cord-342211-y7zxipiz 6 4 latent latent JJ cord-342211-y7zxipiz 6 5 period period NN cord-342211-y7zxipiz 6 6 of of IN cord-342211-y7zxipiz 6 7 4.5 4.5 CD cord-342211-y7zxipiz 6 8 days day NNS cord-342211-y7zxipiz 6 9 and and CC cord-342211-y7zxipiz 6 10 infectious infectious JJ cord-342211-y7zxipiz 6 11 period period NN cord-342211-y7zxipiz 6 12 of of IN cord-342211-y7zxipiz 6 13 3.8 3.8 CD cord-342211-y7zxipiz 6 14 days day NNS cord-342211-y7zxipiz 6 15 , , , cord-342211-y7zxipiz 6 16 R_0 R_0 NNP cord-342211-y7zxipiz 6 17 was be VBD cord-342211-y7zxipiz 6 18 first first RB cord-342211-y7zxipiz 6 19 estimated estimate VBN cord-342211-y7zxipiz 6 20 as as IN cord-342211-y7zxipiz 6 21 3.18 3.18 CD cord-342211-y7zxipiz 6 22 using use VBG cord-342211-y7zxipiz 6 23 observed observe VBN cord-342211-y7zxipiz 6 24 death death NN cord-342211-y7zxipiz 6 25 rates rate NNS cord-342211-y7zxipiz 6 26 under under IN cord-342211-y7zxipiz 6 27 unmitigated unmitigated JJ cord-342211-y7zxipiz 6 28 spread spread NN cord-342211-y7zxipiz 6 29 and and CC cord-342211-y7zxipiz 6 30 then then RB cord-342211-y7zxipiz 6 31 under under IN cord-342211-y7zxipiz 6 32 the the DT cord-342211-y7zxipiz 6 33 effects effect NNS cord-342211-y7zxipiz 6 34 of of IN cord-342211-y7zxipiz 6 35 the the DT cord-342211-y7zxipiz 6 36 total total JJ cord-342211-y7zxipiz 6 37 lock lock NN cord-342211-y7zxipiz 6 38 down down RP cord-342211-y7zxipiz 6 39 ( ( -LRB- cord-342211-y7zxipiz 6 40 R_0=0.60 R_0=0.60 NNP cord-342211-y7zxipiz 6 41 ) ) -RRB- cord-342211-y7zxipiz 6 42 of of IN cord-342211-y7zxipiz 6 43 23 23 CD cord-342211-y7zxipiz 6 44 March March NNP cord-342211-y7zxipiz 6 45 . . . cord-342211-y7zxipiz 7 1 The the DT cord-342211-y7zxipiz 7 2 case case NN cord-342211-y7zxipiz 7 3 fatality fatality NN cord-342211-y7zxipiz 7 4 rate rate NN cord-342211-y7zxipiz 7 5 given give VBN cord-342211-y7zxipiz 7 6 infection infection NN cord-342211-y7zxipiz 7 7 is be VBZ cord-342211-y7zxipiz 7 8 taken take VBN cord-342211-y7zxipiz 7 9 as as IN cord-342211-y7zxipiz 7 10 1 1 CD cord-342211-y7zxipiz 7 11 % % NN cord-342211-y7zxipiz 7 12 . . . cord-342211-y7zxipiz 8 1 Parameter parameter NN cord-342211-y7zxipiz 8 2 values value NNS cord-342211-y7zxipiz 8 3 for for IN cord-342211-y7zxipiz 8 4 mean mean JJ cord-342211-y7zxipiz 8 5 length length NN cord-342211-y7zxipiz 8 6 of of IN cord-342211-y7zxipiz 8 7 stay stay NN cord-342211-y7zxipiz 8 8 and and CC cord-342211-y7zxipiz 8 9 conditional conditional JJ cord-342211-y7zxipiz 8 10 probability probability NN cord-342211-y7zxipiz 8 11 of of IN cord-342211-y7zxipiz 8 12 death death NN cord-342211-y7zxipiz 8 13 for for IN cord-342211-y7zxipiz 8 14 ICU ICU NNP cord-342211-y7zxipiz 8 15 and and CC cord-342211-y7zxipiz 8 16 non non JJ cord-342211-y7zxipiz 8 17 - - JJ cord-342211-y7zxipiz 8 18 ICU icu JJ cord-342211-y7zxipiz 8 19 hospital hospital NN cord-342211-y7zxipiz 8 20 admissions admission NNS cord-342211-y7zxipiz 8 21 are be VBP cord-342211-y7zxipiz 8 22 guided guide VBN cord-342211-y7zxipiz 8 23 by by IN cord-342211-y7zxipiz 8 24 Ferguson Ferguson NNP cord-342211-y7zxipiz 8 25 et et NNP cord-342211-y7zxipiz 8 26 al.(2020 al.(2020 NN cord-342211-y7zxipiz 8 27 ) ) -RRB- cord-342211-y7zxipiz 8 28 . . . cord-342211-y7zxipiz 9 1 Under under IN cord-342211-y7zxipiz 9 2 unmitigated unmitigated JJ cord-342211-y7zxipiz 9 3 spread spread NN cord-342211-y7zxipiz 9 4 the the DT cord-342211-y7zxipiz 9 5 model model NN cord-342211-y7zxipiz 9 6 predicts predict VBZ cord-342211-y7zxipiz 9 7 around around IN cord-342211-y7zxipiz 9 8 600,000 600,000 CD cord-342211-y7zxipiz 9 9 deaths death NNS cord-342211-y7zxipiz 9 10 in in IN cord-342211-y7zxipiz 9 11 the the DT cord-342211-y7zxipiz 9 12 UK UK NNP cord-342211-y7zxipiz 9 13 . . . cord-342211-y7zxipiz 10 1 Starting start VBG cord-342211-y7zxipiz 10 2 with with IN cord-342211-y7zxipiz 10 3 one one CD cord-342211-y7zxipiz 10 4 exposed expose VBN cord-342211-y7zxipiz 10 5 person person NN cord-342211-y7zxipiz 10 6 at at IN cord-342211-y7zxipiz 10 7 time time NN cord-342211-y7zxipiz 10 8 zero zero CD cord-342211-y7zxipiz 10 9 and and CC cord-342211-y7zxipiz 10 10 a a DT cord-342211-y7zxipiz 10 11 suppression suppression NN cord-342211-y7zxipiz 10 12 consistent consistent JJ cord-342211-y7zxipiz 10 13 with with IN cord-342211-y7zxipiz 10 14 an an DT cord-342211-y7zxipiz 10 15 R_0 R_0 NNP cord-342211-y7zxipiz 10 16 of of IN cord-342211-y7zxipiz 10 17 0.60 0.60 CD cord-342211-y7zxipiz 10 18 on on IN cord-342211-y7zxipiz 10 19 day day NN cord-342211-y7zxipiz 10 20 72 72 CD cord-342211-y7zxipiz 10 21 , , , cord-342211-y7zxipiz 10 22 the the DT cord-342211-y7zxipiz 10 23 model model NN cord-342211-y7zxipiz 10 24 predicts predict VBZ cord-342211-y7zxipiz 10 25 around around IN cord-342211-y7zxipiz 10 26 39,000 39,000 CD cord-342211-y7zxipiz 10 27 deaths death NNS cord-342211-y7zxipiz 10 28 for for IN cord-342211-y7zxipiz 10 29 a a DT cord-342211-y7zxipiz 10 30 first first JJ cord-342211-y7zxipiz 10 31 wave wave NN cord-342211-y7zxipiz 10 32 , , , cord-342211-y7zxipiz 10 33 but but CC cord-342211-y7zxipiz 10 34 this this DT cord-342211-y7zxipiz 10 35 reduces reduce VBZ cord-342211-y7zxipiz 10 36 to to IN cord-342211-y7zxipiz 10 37 around around RB cord-342211-y7zxipiz 10 38 11,000 11,000 CD cord-342211-y7zxipiz 10 39 if if IN cord-342211-y7zxipiz 10 40 the the DT cord-342211-y7zxipiz 10 41 intervention intervention NN cord-342211-y7zxipiz 10 42 takes take VBZ cord-342211-y7zxipiz 10 43 place place NN cord-342211-y7zxipiz 10 44 one one CD cord-342211-y7zxipiz 10 45 week week NN cord-342211-y7zxipiz 10 46 earlier early RBR cord-342211-y7zxipiz 10 47 . . . cord-342211-y7zxipiz 11 1 If if IN cord-342211-y7zxipiz 11 2 the the DT cord-342211-y7zxipiz 11 3 initial initial JJ cord-342211-y7zxipiz 11 4 suppression suppression NN cord-342211-y7zxipiz 11 5 were be VBD cord-342211-y7zxipiz 11 6 in in IN cord-342211-y7zxipiz 11 7 place place NN cord-342211-y7zxipiz 11 8 until until IN cord-342211-y7zxipiz 11 9 day day NN cord-342211-y7zxipiz 11 10 200 200 CD cord-342211-y7zxipiz 11 11 and and CC cord-342211-y7zxipiz 11 12 then then RB cord-342211-y7zxipiz 11 13 relaxed relaxed JJ cord-342211-y7zxipiz 11 14 to to IN cord-342211-y7zxipiz 11 15 an an DT cord-342211-y7zxipiz 11 16 R_0 R_0 NNP cord-342211-y7zxipiz 11 17 of of IN cord-342211-y7zxipiz 11 18 1.5 1.5 CD cord-342211-y7zxipiz 11 19 between between IN cord-342211-y7zxipiz 11 20 days day NNS cord-342211-y7zxipiz 11 21 200 200 CD cord-342211-y7zxipiz 11 22 and and CC cord-342211-y7zxipiz 11 23 300 300 CD cord-342211-y7zxipiz 11 24 , , , cord-342211-y7zxipiz 11 25 to to TO cord-342211-y7zxipiz 11 26 be be VB cord-342211-y7zxipiz 11 27 followed follow VBN cord-342211-y7zxipiz 11 28 by by IN cord-342211-y7zxipiz 11 29 a a DT cord-342211-y7zxipiz 11 30 return return NN cord-342211-y7zxipiz 11 31 to to IN cord-342211-y7zxipiz 11 32 an an DT cord-342211-y7zxipiz 11 33 R_0 R_0 NNP cord-342211-y7zxipiz 11 34 of of IN cord-342211-y7zxipiz 11 35 0.60 0.60 CD cord-342211-y7zxipiz 11 36 , , , cord-342211-y7zxipiz 11 37 the the DT cord-342211-y7zxipiz 11 38 model model NN cord-342211-y7zxipiz 11 39 predicts predict VBZ cord-342211-y7zxipiz 11 40 around around IN cord-342211-y7zxipiz 11 41 43,000 43,000 CD cord-342211-y7zxipiz 11 42 deaths death NNS cord-342211-y7zxipiz 11 43 . . . cord-342211-y7zxipiz 12 1 This this DT cord-342211-y7zxipiz 12 2 would would MD cord-342211-y7zxipiz 12 3 increase increase VB cord-342211-y7zxipiz 12 4 to to IN cord-342211-y7zxipiz 12 5 around around RB cord-342211-y7zxipiz 12 6 48,000 48,000 CD cord-342211-y7zxipiz 12 7 if if IN cord-342211-y7zxipiz 12 8 the the DT cord-342211-y7zxipiz 12 9 release release NN cord-342211-y7zxipiz 12 10 from from IN cord-342211-y7zxipiz 12 11 the the DT cord-342211-y7zxipiz 12 12 first first JJ cord-342211-y7zxipiz 12 13 suppression suppression NN cord-342211-y7zxipiz 12 14 takes take VBZ cord-342211-y7zxipiz 12 15 place place NN cord-342211-y7zxipiz 12 16 one one CD cord-342211-y7zxipiz 12 17 week week NN cord-342211-y7zxipiz 12 18 earlier early RBR cord-342211-y7zxipiz 12 19 . . . cord-342211-y7zxipiz 13 1 The the DT cord-342211-y7zxipiz 13 2 results result NNS cord-342211-y7zxipiz 13 3 indicate indicate VBP cord-342211-y7zxipiz 13 4 the the DT cord-342211-y7zxipiz 13 5 extreme extreme JJ cord-342211-y7zxipiz 13 6 sensitivity sensitivity NN cord-342211-y7zxipiz 13 7 to to IN cord-342211-y7zxipiz 13 8 timing timing NN cord-342211-y7zxipiz 13 9 and and CC cord-342211-y7zxipiz 13 10 the the DT cord-342211-y7zxipiz 13 11 consequences consequence NNS cord-342211-y7zxipiz 13 12 of of IN cord-342211-y7zxipiz 13 13 even even RB cord-342211-y7zxipiz 13 14 small small JJ cord-342211-y7zxipiz 13 15 delays delay NNS cord-342211-y7zxipiz 13 16 to to IN cord-342211-y7zxipiz 13 17 suppression suppression NN cord-342211-y7zxipiz 13 18 and and CC cord-342211-y7zxipiz 13 19 premature premature JJ cord-342211-y7zxipiz 13 20 relaxation relaxation NN cord-342211-y7zxipiz 13 21 of of IN cord-342211-y7zxipiz 13 22 such such JJ cord-342211-y7zxipiz 13 23 measures measure NNS cord-342211-y7zxipiz 13 24 . . . cord-342211-y7zxipiz 14 1 In in IN cord-342211-y7zxipiz 14 2 order order NN cord-342211-y7zxipiz 14 3 to to TO cord-342211-y7zxipiz 14 4 model model VB cord-342211-y7zxipiz 14 5 the the DT cord-342211-y7zxipiz 14 6 spread spread NN cord-342211-y7zxipiz 14 7 of of IN cord-342211-y7zxipiz 14 8 total total JJ cord-342211-y7zxipiz 14 9 Covid-19 covid-19 NN cord-342211-y7zxipiz 14 10 deaths death NNS cord-342211-y7zxipiz 14 11 in in IN cord-342211-y7zxipiz 14 12 the the DT cord-342211-y7zxipiz 14 13 UK UK NNP cord-342211-y7zxipiz 14 14 over over IN cord-342211-y7zxipiz 14 15 the the DT cord-342211-y7zxipiz 14 16 next next JJ cord-342211-y7zxipiz 14 17 500 500 CD cord-342211-y7zxipiz 14 18 days day NNS cord-342211-y7zxipiz 14 19 say say VBP cord-342211-y7zxipiz 14 20 , , , cord-342211-y7zxipiz 14 21 one one PRP cord-342211-y7zxipiz 14 22 can can MD cord-342211-y7zxipiz 14 23 build build VB cord-342211-y7zxipiz 14 24 a a DT cord-342211-y7zxipiz 14 25 detailed detailed JJ cord-342211-y7zxipiz 14 26 stochastic stochastic JJ cord-342211-y7zxipiz 14 27 micro micro JJ cord-342211-y7zxipiz 14 28 simulation simulation NN cord-342211-y7zxipiz 14 29 model model NN cord-342211-y7zxipiz 14 30 that that WDT cord-342211-y7zxipiz 14 31 includes include VBZ cord-342211-y7zxipiz 14 32 spatial spatial JJ cord-342211-y7zxipiz 14 33 and and CC cord-342211-y7zxipiz 14 34 age age NN cord-342211-y7zxipiz 14 35 heterogeneity heterogeneity NN cord-342211-y7zxipiz 14 36 as as IN cord-342211-y7zxipiz 14 37 in in IN cord-342211-y7zxipiz 14 38 Davies Davies NNP cord-342211-y7zxipiz 14 39 et et NNP cord-342211-y7zxipiz 14 40 al al NNP cord-342211-y7zxipiz 14 41 . . . cord-342211-y7zxipiz 15 1 ( ( -LRB- cord-342211-y7zxipiz 15 2 2020 2020 CD cord-342211-y7zxipiz 15 3 ) ) -RRB- cord-342211-y7zxipiz 15 4 and and CC cord-342211-y7zxipiz 15 5 Ferguson Ferguson NNP cord-342211-y7zxipiz 15 6 et et NNP cord-342211-y7zxipiz 15 7 al al NNP cord-342211-y7zxipiz 15 8 . . . cord-342211-y7zxipiz 16 1 ( ( -LRB- cord-342211-y7zxipiz 16 2 2020 2020 CD cord-342211-y7zxipiz 16 3 ) ) -RRB- cord-342211-y7zxipiz 16 4 . . . cord-342211-y7zxipiz 17 1 In in IN cord-342211-y7zxipiz 17 2 order order NN cord-342211-y7zxipiz 17 3 to to TO cord-342211-y7zxipiz 17 4 gain gain VB cord-342211-y7zxipiz 17 5 some some DT cord-342211-y7zxipiz 17 6 understanding understanding NN cord-342211-y7zxipiz 17 7 of of IN cord-342211-y7zxipiz 17 8 the the DT cord-342211-y7zxipiz 17 9 sensitivity sensitivity NN cord-342211-y7zxipiz 17 10 with with IN cord-342211-y7zxipiz 17 11 respect respect NN cord-342211-y7zxipiz 17 12 to to IN cord-342211-y7zxipiz 17 13 the the DT cord-342211-y7zxipiz 17 14 timing timing NN cord-342211-y7zxipiz 17 15 of of IN cord-342211-y7zxipiz 17 16 suppression suppression NN cord-342211-y7zxipiz 17 17 measures measure NNS cord-342211-y7zxipiz 17 18 and and CC cord-342211-y7zxipiz 17 19 their -PRON- PRP$ cord-342211-y7zxipiz 17 20 relaxation relaxation NN cord-342211-y7zxipiz 17 21 , , , cord-342211-y7zxipiz 17 22 a a DT cord-342211-y7zxipiz 17 23 simple simple JJ cord-342211-y7zxipiz 17 24 deterministic deterministic JJ cord-342211-y7zxipiz 17 25 SEIR seir NN cord-342211-y7zxipiz 17 26 model model NN cord-342211-y7zxipiz 17 27 , , , cord-342211-y7zxipiz 17 28 see see VB cord-342211-y7zxipiz 17 29 for for IN cord-342211-y7zxipiz 17 30 example example NN cord-342211-y7zxipiz 17 31 Hethcote Hethcote NNP cord-342211-y7zxipiz 17 32 ( ( -LRB- cord-342211-y7zxipiz 17 33 2000 2000 CD cord-342211-y7zxipiz 17 34 ) ) -RRB- cord-342211-y7zxipiz 17 35 and and CC cord-342211-y7zxipiz 17 36 Blackwood Blackwood NNP cord-342211-y7zxipiz 17 37 and and CC cord-342211-y7zxipiz 17 38 Childs Childs NNP cord-342211-y7zxipiz 17 39 ( ( -LRB- cord-342211-y7zxipiz 17 40 2008 2008 CD cord-342211-y7zxipiz 17 41 ) ) -RRB- cord-342211-y7zxipiz 17 42 , , , cord-342211-y7zxipiz 17 43 can can MD cord-342211-y7zxipiz 17 44 be be VB cord-342211-y7zxipiz 17 45 useful useful JJ cord-342211-y7zxipiz 17 46 . . . cord-342211-y7zxipiz 18 1 That that DT cord-342211-y7zxipiz 18 2 is be VBZ cord-342211-y7zxipiz 18 3 the the DT cord-342211-y7zxipiz 18 4 approach approach NN cord-342211-y7zxipiz 18 5 used use VBN cord-342211-y7zxipiz 18 6 in in IN cord-342211-y7zxipiz 18 7 this this DT cord-342211-y7zxipiz 18 8 paper paper NN cord-342211-y7zxipiz 18 9 . . . cord-342211-y7zxipiz 19 1 SEIR SEIR NNP cord-342211-y7zxipiz 19 2 is be VBZ cord-342211-y7zxipiz 19 3 a a DT cord-342211-y7zxipiz 19 4 compartment compartment NN cord-342211-y7zxipiz 19 5 based base VBN cord-342211-y7zxipiz 19 6 model model NN cord-342211-y7zxipiz 19 7 with with IN cord-342211-y7zxipiz 19 8 transitions transition NNS cord-342211-y7zxipiz 19 9 as as IN cord-342211-y7zxipiz 19 10 shown show VBN cord-342211-y7zxipiz 19 11 in in IN cord-342211-y7zxipiz 19 12 Diagram Diagram NNP cord-342211-y7zxipiz 19 13 1 1 CD cord-342211-y7zxipiz 19 14 . . . cord-342211-y7zxipiz 20 1 S S NNP cord-342211-y7zxipiz 20 2 stands stand VBZ cord-342211-y7zxipiz 20 3 for for IN cord-342211-y7zxipiz 20 4 the the DT cord-342211-y7zxipiz 20 5 number number NN cord-342211-y7zxipiz 20 6 of of IN cord-342211-y7zxipiz 20 7 susceptibles susceptible NNS cord-342211-y7zxipiz 20 8 , , , cord-342211-y7zxipiz 20 9 those those DT cord-342211-y7zxipiz 20 10 who who WP cord-342211-y7zxipiz 20 11 have have VBP cord-342211-y7zxipiz 20 12 not not RB cord-342211-y7zxipiz 20 13 yet yet RB cord-342211-y7zxipiz 20 14 been be VBN cord-342211-y7zxipiz 20 15 infected infect VBN cord-342211-y7zxipiz 20 16 . . . cord-342211-y7zxipiz 21 1 Initially initially RB cord-342211-y7zxipiz 21 2 , , , cord-342211-y7zxipiz 21 3 almost almost RB cord-342211-y7zxipiz 21 4 the the DT cord-342211-y7zxipiz 21 5 entire entire JJ cord-342211-y7zxipiz 21 6 population population NN cord-342211-y7zxipiz 21 7 is be VBZ cord-342211-y7zxipiz 21 8 in in IN cord-342211-y7zxipiz 21 9 that that DT cord-342211-y7zxipiz 21 10 category category NN cord-342211-y7zxipiz 21 11 . . . cord-342211-y7zxipiz 22 1 E E NNP cord-342211-y7zxipiz 22 2 is be VBZ cord-342211-y7zxipiz 22 3 the the DT cord-342211-y7zxipiz 22 4 number number NN cord-342211-y7zxipiz 22 5 who who WP cord-342211-y7zxipiz 22 6 are be VBP cord-342211-y7zxipiz 22 7 currently currently RB cord-342211-y7zxipiz 22 8 exposed expose VBN cord-342211-y7zxipiz 22 9 , , , cord-342211-y7zxipiz 22 10 that that RB cord-342211-y7zxipiz 22 11 is is RB cord-342211-y7zxipiz 22 12 they -PRON- PRP cord-342211-y7zxipiz 22 13 are be VBP cord-342211-y7zxipiz 22 14 infected infect VBN cord-342211-y7zxipiz 22 15 but but CC cord-342211-y7zxipiz 22 16 not not RB cord-342211-y7zxipiz 22 17 yet yet RB cord-342211-y7zxipiz 22 18 infectious infectious JJ cord-342211-y7zxipiz 22 19 . . . cord-342211-y7zxipiz 23 1 After after IN cord-342211-y7zxipiz 23 2 a a DT cord-342211-y7zxipiz 23 3 latent latent JJ cord-342211-y7zxipiz 23 4 period period NN cord-342211-y7zxipiz 23 5 , , , cord-342211-y7zxipiz 23 6 an an DT cord-342211-y7zxipiz 23 7 exposed expose VBN cord-342211-y7zxipiz 23 8 person person NN cord-342211-y7zxipiz 23 9 becomes become VBZ cord-342211-y7zxipiz 23 10 infectious infectious JJ cord-342211-y7zxipiz 23 11 and and CC cord-342211-y7zxipiz 23 12 is be VBZ cord-342211-y7zxipiz 23 13 able able JJ cord-342211-y7zxipiz 23 14 to to TO cord-342211-y7zxipiz 23 15 infect infect VB cord-342211-y7zxipiz 23 16 susceptible susceptible JJ cord-342211-y7zxipiz 23 17 persons person NNS cord-342211-y7zxipiz 23 18 . . . cord-342211-y7zxipiz 24 1 I -PRON- PRP cord-342211-y7zxipiz 24 2 is be VBZ cord-342211-y7zxipiz 24 3 the the DT cord-342211-y7zxipiz 24 4 number number NN cord-342211-y7zxipiz 24 5 who who WP cord-342211-y7zxipiz 24 6 are be VBP cord-342211-y7zxipiz 24 7 currently currently RB cord-342211-y7zxipiz 24 8 infectious infectious JJ cord-342211-y7zxipiz 24 9 . . . cord-342211-y7zxipiz 25 1 Initially initially RB cord-342211-y7zxipiz 25 2 , , , cord-342211-y7zxipiz 25 3 both both CC cord-342211-y7zxipiz 25 4 I -PRON- PRP cord-342211-y7zxipiz 25 5 and and CC cord-342211-y7zxipiz 25 6 E E NNP cord-342211-y7zxipiz 25 7 are be VBP cord-342211-y7zxipiz 25 8 small small JJ cord-342211-y7zxipiz 25 9 numbers number NNS cord-342211-y7zxipiz 25 10 in in IN cord-342211-y7zxipiz 25 11 comparison comparison NN cord-342211-y7zxipiz 25 12 to to IN cord-342211-y7zxipiz 25 13 N n CD cord-342211-y7zxipiz 25 14 , , , cord-342211-y7zxipiz 25 15 the the DT cord-342211-y7zxipiz 25 16 population population NN cord-342211-y7zxipiz 25 17 size size NN cord-342211-y7zxipiz 25 18 . . . cord-342211-y7zxipiz 26 1 Each each DT cord-342211-y7zxipiz 26 2 infectious infectious JJ cord-342211-y7zxipiz 26 3 person person NN cord-342211-y7zxipiz 26 4 remains remain VBZ cord-342211-y7zxipiz 26 5 so so RB cord-342211-y7zxipiz 26 6 for for IN cord-342211-y7zxipiz 26 7 an an DT cord-342211-y7zxipiz 26 8 infectious infectious JJ cord-342211-y7zxipiz 26 9 period period NN cord-342211-y7zxipiz 26 10 . . . cord-342211-y7zxipiz 27 1 An an DT cord-342211-y7zxipiz 27 2 infective infective JJ cord-342211-y7zxipiz 27 3 person person NN cord-342211-y7zxipiz 27 4 is be VBZ cord-342211-y7zxipiz 27 5 one one CD cord-342211-y7zxipiz 27 6 who who WP cord-342211-y7zxipiz 27 7 is be VBZ cord-342211-y7zxipiz 27 8 either either CC cord-342211-y7zxipiz 27 9 exposed expose VBN cord-342211-y7zxipiz 27 10 or or CC cord-342211-y7zxipiz 27 11 infectious infectious JJ cord-342211-y7zxipiz 27 12 . . . cord-342211-y7zxipiz 28 1 Finally finally RB cord-342211-y7zxipiz 28 2 , , , cord-342211-y7zxipiz 28 3 R r NN cord-342211-y7zxipiz 28 4 stands stand VBZ cord-342211-y7zxipiz 28 5 for for IN cord-342211-y7zxipiz 28 6 those those DT cord-342211-y7zxipiz 28 7 who who WP cord-342211-y7zxipiz 28 8 are be VBP cord-342211-y7zxipiz 28 9 removed remove VBN cord-342211-y7zxipiz 28 10 in in IN cord-342211-y7zxipiz 28 11 the the DT cord-342211-y7zxipiz 28 12 sense sense NN cord-342211-y7zxipiz 28 13 they -PRON- PRP cord-342211-y7zxipiz 28 14 have have VBP cord-342211-y7zxipiz 28 15 either either CC cord-342211-y7zxipiz 28 16 recovered recover VBN cord-342211-y7zxipiz 28 17 or or CC cord-342211-y7zxipiz 28 18 died die VBN cord-342211-y7zxipiz 28 19 . . . cord-342211-y7zxipiz 29 1 In in IN cord-342211-y7zxipiz 29 2 the the DT cord-342211-y7zxipiz 29 3 simple simple JJ cord-342211-y7zxipiz 29 4 form form NN cord-342211-y7zxipiz 29 5 of of IN cord-342211-y7zxipiz 29 6 the the DT cord-342211-y7zxipiz 29 7 model model NN cord-342211-y7zxipiz 29 8 considered consider VBN cord-342211-y7zxipiz 29 9 here here RB cord-342211-y7zxipiz 29 10 it -PRON- PRP cord-342211-y7zxipiz 29 11 is be VBZ cord-342211-y7zxipiz 29 12 assumed assume VBN cord-342211-y7zxipiz 29 13 that that DT cord-342211-y7zxipiz 29 14 + + CD cord-342211-y7zxipiz 30 1 + + CC cord-342211-y7zxipiz 31 1 + + CC cord-342211-y7zxipiz 31 2 = = NN cord-342211-y7zxipiz 31 3 . . . cord-342211-y7zxipiz 32 1 The the DT cord-342211-y7zxipiz 32 2 SEIR seir NN cord-342211-y7zxipiz 32 3 model model NN cord-342211-y7zxipiz 32 4 is be VBZ cord-342211-y7zxipiz 32 5 more more RBR cord-342211-y7zxipiz 32 6 appropriate appropriate JJ cord-342211-y7zxipiz 32 7 than than IN cord-342211-y7zxipiz 32 8 a a DT cord-342211-y7zxipiz 32 9 SIR SIR NNP cord-342211-y7zxipiz 32 10 model model NN cord-342211-y7zxipiz 32 11 for for IN cord-342211-y7zxipiz 32 12 Covid-19 covid-19 NN cord-342211-y7zxipiz 32 13 as as IN cord-342211-y7zxipiz 32 14 SIR SIR NNP cord-342211-y7zxipiz 32 15 does do VBZ cord-342211-y7zxipiz 32 16 not not RB cord-342211-y7zxipiz 32 17 separate separate VB cord-342211-y7zxipiz 32 18 the the DT cord-342211-y7zxipiz 32 19 exposed exposed JJ cord-342211-y7zxipiz 32 20 and and CC cord-342211-y7zxipiz 32 21 infectious infectious JJ cord-342211-y7zxipiz 32 22 states state NNS cord-342211-y7zxipiz 32 23 . . . cord-342211-y7zxipiz 33 1 A a DT cord-342211-y7zxipiz 33 2 key key JJ cord-342211-y7zxipiz 33 3 controllable controllable JJ cord-342211-y7zxipiz 33 4 parameter parameter NN cord-342211-y7zxipiz 33 5 is be VBZ cord-342211-y7zxipiz 33 6 the the DT cord-342211-y7zxipiz 33 7 reproduction reproduction NN cord-342211-y7zxipiz 33 8 number number NN cord-342211-y7zxipiz 33 9 ! ! . cord-342211-y7zxipiz 34 1 which which WDT cord-342211-y7zxipiz 34 2 is be VBZ cord-342211-y7zxipiz 34 3 the the DT cord-342211-y7zxipiz 34 4 expected expect VBN cord-342211-y7zxipiz 34 5 number number NN cord-342211-y7zxipiz 34 6 of of IN cord-342211-y7zxipiz 34 7 susceptibles susceptible NNS cord-342211-y7zxipiz 34 8 that that WDT cord-342211-y7zxipiz 34 9 an an DT cord-342211-y7zxipiz 34 10 infector infector NN cord-342211-y7zxipiz 34 11 will will MD cord-342211-y7zxipiz 34 12 infect infect VB cord-342211-y7zxipiz 34 13 , , , cord-342211-y7zxipiz 34 14 when when WRB cord-342211-y7zxipiz 34 15 the the DT cord-342211-y7zxipiz 34 16 susceptible susceptible JJ cord-342211-y7zxipiz 34 17 proportion proportion NN cord-342211-y7zxipiz 34 18 is be VBZ cord-342211-y7zxipiz 34 19 close close JJ cord-342211-y7zxipiz 34 20 to to IN cord-342211-y7zxipiz 34 21 1 1 CD cord-342211-y7zxipiz 34 22 . . . cord-342211-y7zxipiz 35 1 It -PRON- PRP cord-342211-y7zxipiz 35 2 is be VBZ cord-342211-y7zxipiz 35 3 thought think VBN cord-342211-y7zxipiz 35 4 that that IN cord-342211-y7zxipiz 35 5 a a DT cord-342211-y7zxipiz 35 6 significant significant JJ cord-342211-y7zxipiz 35 7 proportion proportion NN cord-342211-y7zxipiz 35 8 of of IN cord-342211-y7zxipiz 35 9 those those DT cord-342211-y7zxipiz 35 10 infected infect VBN cord-342211-y7zxipiz 35 11 may may MD cord-342211-y7zxipiz 35 12 be be VB cord-342211-y7zxipiz 35 13 asymptomatic asymptomatic JJ cord-342211-y7zxipiz 35 14 or or CC cord-342211-y7zxipiz 35 15 presymptomatic presymptomatic JJ cord-342211-y7zxipiz 35 16 in in IN cord-342211-y7zxipiz 35 17 which which WDT cord-342211-y7zxipiz 35 18 case case NN cord-342211-y7zxipiz 35 19 they -PRON- PRP cord-342211-y7zxipiz 35 20 might may MD cord-342211-y7zxipiz 35 21 spend spend VB cord-342211-y7zxipiz 35 22 all all DT cord-342211-y7zxipiz 35 23 or or CC cord-342211-y7zxipiz 35 24 part part NN cord-342211-y7zxipiz 35 25 of of IN cord-342211-y7zxipiz 35 26 the the DT cord-342211-y7zxipiz 35 27 infectious infectious JJ cord-342211-y7zxipiz 35 28 period period NN cord-342211-y7zxipiz 35 29 unknowingly unknowingly RB cord-342211-y7zxipiz 35 30 infecting infect VBG cord-342211-y7zxipiz 35 31 susceptibles susceptible NNS cord-342211-y7zxipiz 35 32 , , , cord-342211-y7zxipiz 35 33 although although IN cord-342211-y7zxipiz 35 34 there there EX cord-342211-y7zxipiz 35 35 is be VBZ cord-342211-y7zxipiz 35 36 a a DT cord-342211-y7zxipiz 35 37 question question NN cord-342211-y7zxipiz 35 38 as as IN cord-342211-y7zxipiz 35 39 to to IN cord-342211-y7zxipiz 35 40 how how WRB cord-342211-y7zxipiz 35 41 much much JJ cord-342211-y7zxipiz 35 42 virus virus NN cord-342211-y7zxipiz 35 43 they -PRON- PRP cord-342211-y7zxipiz 35 44 shed shed VBP cord-342211-y7zxipiz 35 45 . . . cord-342211-y7zxipiz 36 1 On on IN cord-342211-y7zxipiz 36 2 the the DT cord-342211-y7zxipiz 36 3 other other JJ cord-342211-y7zxipiz 36 4 hand hand NN cord-342211-y7zxipiz 36 5 , , , cord-342211-y7zxipiz 36 6 those those DT cord-342211-y7zxipiz 36 7 who who WP cord-342211-y7zxipiz 36 8 are be VBP cord-342211-y7zxipiz 36 9 symptomatic symptomatic JJ cord-342211-y7zxipiz 36 10 may may MD cord-342211-y7zxipiz 36 11 spend spend VB cord-342211-y7zxipiz 36 12 some some DT cord-342211-y7zxipiz 36 13 of of IN cord-342211-y7zxipiz 36 14 that that DT cord-342211-y7zxipiz 36 15 time time NN cord-342211-y7zxipiz 36 16 in in IN cord-342211-y7zxipiz 36 17 self self NN cord-342211-y7zxipiz 36 18 - - HYPH cord-342211-y7zxipiz 36 19 isolation isolation NN cord-342211-y7zxipiz 36 20 which which WDT cord-342211-y7zxipiz 36 21 reduces reduce VBZ cord-342211-y7zxipiz 36 22 the the DT cord-342211-y7zxipiz 36 23 ! ! . cord-342211-y7zxipiz 37 1 for for IN cord-342211-y7zxipiz 37 2 them -PRON- PRP cord-342211-y7zxipiz 37 3 . . . cord-342211-y7zxipiz 38 1 One one CD cord-342211-y7zxipiz 38 2 of of IN cord-342211-y7zxipiz 38 3 the the DT cord-342211-y7zxipiz 38 4 simplifying simplify VBG cord-342211-y7zxipiz 38 5 assumptions assumption NNS cord-342211-y7zxipiz 38 6 of of IN cord-342211-y7zxipiz 38 7 the the DT cord-342211-y7zxipiz 38 8 model model NN cord-342211-y7zxipiz 38 9 developed develop VBN cord-342211-y7zxipiz 38 10 here here RB cord-342211-y7zxipiz 38 11 is be VBZ cord-342211-y7zxipiz 38 12 that that IN cord-342211-y7zxipiz 38 13 people people NNS cord-342211-y7zxipiz 38 14 can can MD cord-342211-y7zxipiz 38 15 transmit transmit VB cord-342211-y7zxipiz 38 16 the the DT cord-342211-y7zxipiz 38 17 virus virus NN cord-342211-y7zxipiz 38 18 throughout throughout IN cord-342211-y7zxipiz 38 19 their -PRON- PRP$ cord-342211-y7zxipiz 38 20 infectious infectious JJ cord-342211-y7zxipiz 38 21 period period NN cord-342211-y7zxipiz 38 22 . . . cord-342211-y7zxipiz 39 1 A a DT cord-342211-y7zxipiz 39 2 person person NN cord-342211-y7zxipiz 39 3 will will MD cord-342211-y7zxipiz 39 4 transition transition VB cord-342211-y7zxipiz 39 5 between between IN cord-342211-y7zxipiz 39 6 these these DT cord-342211-y7zxipiz 39 7 compartments compartment NNS cord-342211-y7zxipiz 39 8 . . . cord-342211-y7zxipiz 40 1 The the DT cord-342211-y7zxipiz 40 2 SEIR SEIR NNP cord-342211-y7zxipiz 40 3 model model NN cord-342211-y7zxipiz 40 4 will will MD cord-342211-y7zxipiz 40 5 keep keep VB cord-342211-y7zxipiz 40 6 track track NN cord-342211-y7zxipiz 40 7 of of IN cord-342211-y7zxipiz 40 8 how how WRB cord-342211-y7zxipiz 40 9 many many JJ cord-342211-y7zxipiz 40 10 are be VBP cord-342211-y7zxipiz 40 11 in in IN cord-342211-y7zxipiz 40 12 each each DT cord-342211-y7zxipiz 40 13 compartment compartment NN cord-342211-y7zxipiz 40 14 by by IN cord-342211-y7zxipiz 40 15 noting note VBG cord-342211-y7zxipiz 40 16 the the DT cord-342211-y7zxipiz 40 17 rate rate NN cord-342211-y7zxipiz 40 18 at at IN cord-342211-y7zxipiz 40 19 which which WDT cord-342211-y7zxipiz 40 20 people people NNS cord-342211-y7zxipiz 40 21 join join VBP cord-342211-y7zxipiz 40 22 and and CC cord-342211-y7zxipiz 40 23 leave leave VB cord-342211-y7zxipiz 40 24 a a DT cord-342211-y7zxipiz 40 25 compartment compartment NN cord-342211-y7zxipiz 40 26 . . . cord-342211-y7zxipiz 41 1 The the DT cord-342211-y7zxipiz 41 2 key key JJ cord-342211-y7zxipiz 41 3 dynamic dynamic JJ cord-342211-y7zxipiz 41 4 element element NN cord-342211-y7zxipiz 41 5 of of IN cord-342211-y7zxipiz 41 6 this this DT cord-342211-y7zxipiz 41 7 process process NN cord-342211-y7zxipiz 41 8 is be VBZ cord-342211-y7zxipiz 41 9 the the DT cord-342211-y7zxipiz 41 10 transmission transmission NN cord-342211-y7zxipiz 41 11 rate rate NN cord-342211-y7zxipiz 41 12 at at IN cord-342211-y7zxipiz 41 13 which which WDT cord-342211-y7zxipiz 41 14 an an DT cord-342211-y7zxipiz 41 15 infectious infectious JJ cord-342211-y7zxipiz 41 16 person person NN cord-342211-y7zxipiz 41 17 infects infect VBZ cord-342211-y7zxipiz 41 18 susceptibles susceptible NNS cord-342211-y7zxipiz 41 19 . . . cord-342211-y7zxipiz 42 1 Diagram Diagram NNP cord-342211-y7zxipiz 42 2 1 1 CD cord-342211-y7zxipiz 42 3 shows show VBZ cord-342211-y7zxipiz 42 4 the the DT cord-342211-y7zxipiz 42 5 rates rate NNS cord-342211-y7zxipiz 42 6 of of IN cord-342211-y7zxipiz 42 7 movement movement NN cord-342211-y7zxipiz 42 8 between between IN cord-342211-y7zxipiz 42 9 the the DT cord-342211-y7zxipiz 42 10 compartments compartment NNS cord-342211-y7zxipiz 42 11 . . . cord-342211-y7zxipiz 43 1 The the DT cord-342211-y7zxipiz 43 2 mean mean JJ cord-342211-y7zxipiz 43 3 latent latent JJ cord-342211-y7zxipiz 43 4 and and CC cord-342211-y7zxipiz 43 5 infectious infectious JJ cord-342211-y7zxipiz 43 6 periods period NNS cord-342211-y7zxipiz 43 7 are be VBP cord-342211-y7zxipiz 43 8 respectively respectively RB cord-342211-y7zxipiz 43 9 ! ! . cord-342211-y7zxipiz 43 10 " " '' cord-342211-y7zxipiz 44 1 and and CC cord-342211-y7zxipiz 44 2 ! ! . cord-342211-y7zxipiz 44 3 # # $ cord-342211-y7zxipiz 44 4 , , , cord-342211-y7zxipiz 44 5 while while IN cord-342211-y7zxipiz 44 6 " " `` cord-342211-y7zxipiz 44 7 is be VBZ cord-342211-y7zxipiz 44 8 the the DT cord-342211-y7zxipiz 44 9 probability probability NN cord-342211-y7zxipiz 44 10 that that IN cord-342211-y7zxipiz 44 11 an an DT cord-342211-y7zxipiz 44 12 infectious infectious JJ cord-342211-y7zxipiz 44 13 person person NN cord-342211-y7zxipiz 44 14 is be VBZ cord-342211-y7zxipiz 44 15 admitted admit VBN cord-342211-y7zxipiz 44 16 to to IN cord-342211-y7zxipiz 44 17 hospital hospital NN cord-342211-y7zxipiz 44 18 . . . cord-342211-y7zxipiz 45 1 R3 R3 NNP cord-342211-y7zxipiz 45 2 is be VBZ cord-342211-y7zxipiz 45 3 the the DT cord-342211-y7zxipiz 45 4 cumulative cumulative JJ cord-342211-y7zxipiz 45 5 number number NN cord-342211-y7zxipiz 45 6 who who WP cord-342211-y7zxipiz 45 7 do do VBP cord-342211-y7zxipiz 45 8 not not RB cord-342211-y7zxipiz 45 9 require require VB cord-342211-y7zxipiz 45 10 hospital hospital NN cord-342211-y7zxipiz 45 11 treatment treatment NN cord-342211-y7zxipiz 45 12 . . . cord-342211-y7zxipiz 46 1 It -PRON- PRP cord-342211-y7zxipiz 46 2 is be VBZ cord-342211-y7zxipiz 46 3 assumed assume VBN cord-342211-y7zxipiz 46 4 that that IN cord-342211-y7zxipiz 46 5 all all DT cord-342211-y7zxipiz 46 6 such such JJ cord-342211-y7zxipiz 46 7 persons person NNS cord-342211-y7zxipiz 46 8 survive survive VBP cord-342211-y7zxipiz 46 9 , , , cord-342211-y7zxipiz 46 10 but but CC cord-342211-y7zxipiz 46 11 it -PRON- PRP cord-342211-y7zxipiz 46 12 may may MD cord-342211-y7zxipiz 46 13 be be VB cord-342211-y7zxipiz 46 14 more more RBR cord-342211-y7zxipiz 46 15 accurate accurate JJ cord-342211-y7zxipiz 46 16 to to TO cord-342211-y7zxipiz 46 17 say say VB cord-342211-y7zxipiz 46 18 with with IN cord-342211-y7zxipiz 46 19 hindsight hindsight NN cord-342211-y7zxipiz 46 20 that that IN cord-342211-y7zxipiz 46 21 it -PRON- PRP cord-342211-y7zxipiz 46 22 may may MD cord-342211-y7zxipiz 46 23 include include VB cord-342211-y7zxipiz 46 24 an an DT cord-342211-y7zxipiz 46 25 appreciable appreciable JJ cord-342211-y7zxipiz 46 26 number number NN cord-342211-y7zxipiz 46 27 of of IN cord-342211-y7zxipiz 46 28 people people NNS cord-342211-y7zxipiz 46 29 in in IN cord-342211-y7zxipiz 46 30 the the DT cord-342211-y7zxipiz 46 31 community community NN cord-342211-y7zxipiz 46 32 who who WP cord-342211-y7zxipiz 46 33 never never RB cord-342211-y7zxipiz 46 34 went go VBD cord-342211-y7zxipiz 46 35 to to IN cord-342211-y7zxipiz 46 36 hospital hospital NN cord-342211-y7zxipiz 46 37 and and CC cord-342211-y7zxipiz 46 38 did do VBD cord-342211-y7zxipiz 46 39 not not RB cord-342211-y7zxipiz 46 40 survive survive VB cord-342211-y7zxipiz 46 41 . . . cord-342211-y7zxipiz 47 1 In in IN cord-342211-y7zxipiz 47 2 that that DT cord-342211-y7zxipiz 47 3 sense sense NN cord-342211-y7zxipiz 47 4 the the DT cord-342211-y7zxipiz 47 5 model model NN cord-342211-y7zxipiz 47 6 underestimates underestimate VBZ cord-342211-y7zxipiz 47 7 the the DT cord-342211-y7zxipiz 47 8 cumulative cumulative JJ cord-342211-y7zxipiz 47 9 number number NN cord-342211-y7zxipiz 47 10 of of IN cord-342211-y7zxipiz 47 11 deaths death NNS cord-342211-y7zxipiz 47 12 . . . cord-342211-y7zxipiz 48 1 The the DT cord-342211-y7zxipiz 48 2 model model NN cord-342211-y7zxipiz 48 3 is be VBZ cord-342211-y7zxipiz 48 4 an an DT cord-342211-y7zxipiz 48 5 idealisation idealisation NN cord-342211-y7zxipiz 48 6 of of IN cord-342211-y7zxipiz 48 7 what what WP cord-342211-y7zxipiz 48 8 happens happen VBZ cord-342211-y7zxipiz 48 9 in in IN cord-342211-y7zxipiz 48 10 practice practice NN cord-342211-y7zxipiz 48 11 as as IN cord-342211-y7zxipiz 48 12 some some DT cord-342211-y7zxipiz 48 13 people people NNS cord-342211-y7zxipiz 48 14 will will MD cord-342211-y7zxipiz 48 15 enter enter VB cord-342211-y7zxipiz 48 16 hospital hospital NN cord-342211-y7zxipiz 48 17 while while IN cord-342211-y7zxipiz 48 18 still still RB cord-342211-y7zxipiz 48 19 infectious infectious JJ cord-342211-y7zxipiz 48 20 and and CC cord-342211-y7zxipiz 48 21 some some DT cord-342211-y7zxipiz 48 22 will will MD cord-342211-y7zxipiz 48 23 self self NN cord-342211-y7zxipiz 48 24 - - HYPH cord-342211-y7zxipiz 48 25 isolate isolate VB cord-342211-y7zxipiz 48 26 during during IN cord-342211-y7zxipiz 48 27 the the DT cord-342211-y7zxipiz 48 28 infectious infectious JJ cord-342211-y7zxipiz 48 29 state state NN cord-342211-y7zxipiz 48 30 . . . cord-342211-y7zxipiz 49 1 This this DT cord-342211-y7zxipiz 49 2 can can MD cord-342211-y7zxipiz 49 3 be be VB cord-342211-y7zxipiz 49 4 compensated compensate VBN cord-342211-y7zxipiz 49 5 for for IN cord-342211-y7zxipiz 49 6 by by IN cord-342211-y7zxipiz 49 7 a a DT cord-342211-y7zxipiz 49 8 suitable suitable JJ cord-342211-y7zxipiz 49 9 choice choice NN cord-342211-y7zxipiz 49 10 of of IN cord-342211-y7zxipiz 49 11 . . . cord-342211-y7zxipiz 50 1 Apart apart RB cord-342211-y7zxipiz 50 2 from from IN cord-342211-y7zxipiz 50 3 predicting predict VBG cord-342211-y7zxipiz 50 4 the the DT cord-342211-y7zxipiz 50 5 number number NN cord-342211-y7zxipiz 50 6 of of IN cord-342211-y7zxipiz 50 7 deaths death NNS cord-342211-y7zxipiz 50 8 it -PRON- PRP cord-342211-y7zxipiz 50 9 is be VBZ cord-342211-y7zxipiz 50 10 also also RB cord-342211-y7zxipiz 50 11 important important JJ cord-342211-y7zxipiz 50 12 to to TO cord-342211-y7zxipiz 50 13 predict predict VB cord-342211-y7zxipiz 50 14 the the DT cord-342211-y7zxipiz 50 15 demand demand NN cord-342211-y7zxipiz 50 16 for for IN cord-342211-y7zxipiz 50 17 ward ward NN cord-342211-y7zxipiz 50 18 and and CC cord-342211-y7zxipiz 50 19 intensive intensive JJ cord-342211-y7zxipiz 50 20 care care NN cord-342211-y7zxipiz 50 21 beds bed NNS cord-342211-y7zxipiz 50 22 . . . cord-342211-y7zxipiz 51 1 The the DT cord-342211-y7zxipiz 51 2 UK UK NNP cord-342211-y7zxipiz 51 3 National National NNP cord-342211-y7zxipiz 51 4 Health Health NNP cord-342211-y7zxipiz 51 5 Service Service NNP cord-342211-y7zxipiz 51 6 ( ( -LRB- cord-342211-y7zxipiz 51 7 NHS NHS NNP cord-342211-y7zxipiz 51 8 ) ) -RRB- cord-342211-y7zxipiz 51 9 has have VBZ cord-342211-y7zxipiz 51 10 approximately approximately RB cord-342211-y7zxipiz 51 11 150,000 150,000 CD cord-342211-y7zxipiz 51 12 ward ward NN cord-342211-y7zxipiz 51 13 beds bed NNS cord-342211-y7zxipiz 51 14 and and CC cord-342211-y7zxipiz 51 15 around around RB cord-342211-y7zxipiz 51 16 4,200 4,200 CD cord-342211-y7zxipiz 51 17 Intensive intensive JJ cord-342211-y7zxipiz 51 18 care care NN cord-342211-y7zxipiz 51 19 beds bed NNS cord-342211-y7zxipiz 51 20 . . . cord-342211-y7zxipiz 52 1 Clearly clearly RB cord-342211-y7zxipiz 52 2 , , , cord-342211-y7zxipiz 52 3 one one PRP cord-342211-y7zxipiz 52 4 could could MD cord-342211-y7zxipiz 52 5 not not RB cord-342211-y7zxipiz 52 6 expect expect VB cord-342211-y7zxipiz 52 7 to to TO cord-342211-y7zxipiz 52 8 access access VB cord-342211-y7zxipiz 52 9 all all DT cord-342211-y7zxipiz 52 10 of of IN cord-342211-y7zxipiz 52 11 these these DT cord-342211-y7zxipiz 52 12 as as IN cord-342211-y7zxipiz 52 13 the the DT cord-342211-y7zxipiz 52 14 occupancy occupancy NN cord-342211-y7zxipiz 52 15 rate rate NN cord-342211-y7zxipiz 52 16 is be VBZ cord-342211-y7zxipiz 52 17 high high JJ cord-342211-y7zxipiz 52 18 in in IN cord-342211-y7zxipiz 52 19 normal normal JJ cord-342211-y7zxipiz 52 20 times time NNS cord-342211-y7zxipiz 52 21 . . . cord-342211-y7zxipiz 53 1 There there EX cord-342211-y7zxipiz 53 2 is be VBZ cord-342211-y7zxipiz 53 3 the the DT cord-342211-y7zxipiz 53 4 option option NN cord-342211-y7zxipiz 53 5 of of IN cord-342211-y7zxipiz 53 6 building building NN cord-342211-y7zxipiz 53 7 surge surge NN cord-342211-y7zxipiz 53 8 capacity capacity NN cord-342211-y7zxipiz 53 9 . . . cord-342211-y7zxipiz 54 1 Ideally ideally RB cord-342211-y7zxipiz 54 2 , , , cord-342211-y7zxipiz 54 3 that that DT cord-342211-y7zxipiz 54 4 would would MD cord-342211-y7zxipiz 54 5 need need VB cord-342211-y7zxipiz 54 6 to to TO cord-342211-y7zxipiz 54 7 be be VB cord-342211-y7zxipiz 54 8 matched match VBN cord-342211-y7zxipiz 54 9 by by IN cord-342211-y7zxipiz 54 10 similar similar JJ cord-342211-y7zxipiz 54 11 increases increase NNS cord-342211-y7zxipiz 54 12 in in IN cord-342211-y7zxipiz 54 13 medical medical JJ cord-342211-y7zxipiz 54 14 , , , cord-342211-y7zxipiz 54 15 nursing nursing NN cord-342211-y7zxipiz 54 16 , , , cord-342211-y7zxipiz 54 17 and and CC cord-342211-y7zxipiz 54 18 ancillary ancillary JJ cord-342211-y7zxipiz 54 19 staff staff NN cord-342211-y7zxipiz 54 20 ; ; : cord-342211-y7zxipiz 54 21 equipment equipment NN cord-342211-y7zxipiz 54 22 such such JJ cord-342211-y7zxipiz 54 23 as as IN cord-342211-y7zxipiz 54 24 ventilators ventilator NNS cord-342211-y7zxipiz 54 25 ; ; : cord-342211-y7zxipiz 54 26 personal personal JJ cord-342211-y7zxipiz 54 27 protective protective JJ cord-342211-y7zxipiz 54 28 equipment equipment NN cord-342211-y7zxipiz 54 29 ; ; : cord-342211-y7zxipiz 54 30 and and CC cord-342211-y7zxipiz 54 31 testing testing NN cord-342211-y7zxipiz 54 32 for for IN cord-342211-y7zxipiz 54 33 presence presence NN cord-342211-y7zxipiz 54 34 of of IN cord-342211-y7zxipiz 54 35 the the DT cord-342211-y7zxipiz 54 36 virus virus NN cord-342211-y7zxipiz 54 37 , , , cord-342211-y7zxipiz 54 38 all all DT cord-342211-y7zxipiz 54 39 of of IN cord-342211-y7zxipiz 54 40 which which WDT cord-342211-y7zxipiz 54 41 have have VBP cord-342211-y7zxipiz 54 42 become become VBN cord-342211-y7zxipiz 54 43 major major JJ cord-342211-y7zxipiz 54 44 issues issue NNS cord-342211-y7zxipiz 54 45 . . . cord-342211-y7zxipiz 55 1 Turning turn VBG cord-342211-y7zxipiz 55 2 now now RB cord-342211-y7zxipiz 55 3 to to IN cord-342211-y7zxipiz 55 4 what what WP cord-342211-y7zxipiz 55 5 happens happen VBZ cord-342211-y7zxipiz 55 6 in in IN cord-342211-y7zxipiz 55 7 hospitals hospital NNS cord-342211-y7zxipiz 55 8 , , , cord-342211-y7zxipiz 55 9 Diagram Diagram NNP cord-342211-y7zxipiz 55 10 2 2 CD cord-342211-y7zxipiz 55 11 gives give VBZ cord-342211-y7zxipiz 55 12 a a DT cord-342211-y7zxipiz 55 13 schematic schematic JJ cord-342211-y7zxipiz 55 14 view view NN cord-342211-y7zxipiz 55 15 with with IN cord-342211-y7zxipiz 55 16 the the DT cord-342211-y7zxipiz 55 17 transition transition NN cord-342211-y7zxipiz 55 18 rates rate NNS cord-342211-y7zxipiz 55 19 . . . cord-342211-y7zxipiz 56 1 S s NN cord-342211-y7zxipiz 56 2 E e NN cord-342211-y7zxipiz 56 3 I i NN cord-342211-y7zxipiz 56 4 R3 r3 NN cord-342211-y7zxipiz 56 5 . . . cord-342211-y7zxipiz 57 1 CC CC NNP cord-342211-y7zxipiz 57 2 - - : cord-342211-y7zxipiz 57 3 BY by IN cord-342211-y7zxipiz 57 4 4.0 4.0 CD cord-342211-y7zxipiz 57 5 International international JJ cord-342211-y7zxipiz 57 6 license license NN cord-342211-y7zxipiz 58 1 It -PRON- PRP cord-342211-y7zxipiz 58 2 is be VBZ cord-342211-y7zxipiz 58 3 made make VBN cord-342211-y7zxipiz 58 4 available available JJ cord-342211-y7zxipiz 58 5 under under IN cord-342211-y7zxipiz 58 6 a a DT cord-342211-y7zxipiz 59 1 is be VBZ cord-342211-y7zxipiz 59 2 the the DT cord-342211-y7zxipiz 59 3 author author NN cord-342211-y7zxipiz 59 4 / / SYM cord-342211-y7zxipiz 59 5 funder funder NN cord-342211-y7zxipiz 59 6 , , , cord-342211-y7zxipiz 59 7 who who WP cord-342211-y7zxipiz 59 8 has have VBZ cord-342211-y7zxipiz 59 9 granted grant VBN cord-342211-y7zxipiz 59 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 59 11 a a DT cord-342211-y7zxipiz 59 12 license license NN cord-342211-y7zxipiz 59 13 to to TO cord-342211-y7zxipiz 59 14 display display VB cord-342211-y7zxipiz 59 15 the the DT cord-342211-y7zxipiz 59 16 preprint preprint NN cord-342211-y7zxipiz 59 17 in in IN cord-342211-y7zxipiz 59 18 perpetuity perpetuity NN cord-342211-y7zxipiz 59 19 . . . cord-342211-y7zxipiz 60 1 The the DT cord-342211-y7zxipiz 60 2 copyright copyright NN cord-342211-y7zxipiz 60 3 holder holder NN cord-342211-y7zxipiz 60 4 for for IN cord-342211-y7zxipiz 60 5 this this DT cord-342211-y7zxipiz 60 6 preprint preprint NN cord-342211-y7zxipiz 60 7 this this DT cord-342211-y7zxipiz 60 8 version version NN cord-342211-y7zxipiz 60 9 posted post VBN cord-342211-y7zxipiz 60 10 May May NNP cord-342211-y7zxipiz 60 11 15 15 CD cord-342211-y7zxipiz 60 12 , , , cord-342211-y7zxipiz 60 13 2020 2020 CD cord-342211-y7zxipiz 60 14 . . . cord-342211-y7zxipiz 60 15 _SP cord-342211-y7zxipiz 61 1 An an DT cord-342211-y7zxipiz 61 2 infectious infectious JJ cord-342211-y7zxipiz 61 3 person person NN cord-342211-y7zxipiz 61 4 will will MD cord-342211-y7zxipiz 61 5 move move VB cord-342211-y7zxipiz 61 6 with with IN cord-342211-y7zxipiz 61 7 probability probability NN cord-342211-y7zxipiz 61 8 " " '' cord-342211-y7zxipiz 61 9 to to IN cord-342211-y7zxipiz 61 10 hospital hospital NN cord-342211-y7zxipiz 61 11 . . . cord-342211-y7zxipiz 62 1 Of of IN cord-342211-y7zxipiz 62 2 these these DT cord-342211-y7zxipiz 62 3 a a DT cord-342211-y7zxipiz 62 4 proportion proportion NN cord-342211-y7zxipiz 62 5 # # NN cord-342211-y7zxipiz 62 6 will will MD cord-342211-y7zxipiz 62 7 never never RB cord-342211-y7zxipiz 62 8 require require VB cord-342211-y7zxipiz 62 9 an an DT cord-342211-y7zxipiz 62 10 intensive intensive JJ cord-342211-y7zxipiz 62 11 care care NN cord-342211-y7zxipiz 62 12 bed bed NN cord-342211-y7zxipiz 62 13 and and CC cord-342211-y7zxipiz 62 14 will will MD cord-342211-y7zxipiz 62 15 occupy occupy VB cord-342211-y7zxipiz 62 16 a a DT cord-342211-y7zxipiz 62 17 ward ward NN cord-342211-y7zxipiz 62 18 bed bed NN cord-342211-y7zxipiz 62 19 . . . cord-342211-y7zxipiz 63 1 Of of IN cord-342211-y7zxipiz 63 2 those those DT cord-342211-y7zxipiz 63 3 a a DT cord-342211-y7zxipiz 63 4 proportion proportion NN cord-342211-y7zxipiz 63 5 # # $ cord-342211-y7zxipiz 63 6 will will MD cord-342211-y7zxipiz 63 7 die die VB cord-342211-y7zxipiz 63 8 and and CC cord-342211-y7zxipiz 63 9 the the DT cord-342211-y7zxipiz 63 10 rest rest NN cord-342211-y7zxipiz 63 11 will will MD cord-342211-y7zxipiz 63 12 recover recover VB cord-342211-y7zxipiz 63 13 . . . cord-342211-y7zxipiz 64 1 Either either DT cord-342211-y7zxipiz 64 2 way way NN cord-342211-y7zxipiz 64 3 their -PRON- PRP$ cord-342211-y7zxipiz 64 4 average average JJ cord-342211-y7zxipiz 64 5 length length NN cord-342211-y7zxipiz 64 6 of of IN cord-342211-y7zxipiz 64 7 stay stay NN cord-342211-y7zxipiz 64 8 will will MD cord-342211-y7zxipiz 64 9 be be VB cord-342211-y7zxipiz 64 10 ! ! . cord-342211-y7zxipiz 65 1 $ $ $ cord-342211-y7zxipiz 65 2 days day NNS cord-342211-y7zxipiz 65 3 . . . cord-342211-y7zxipiz 66 1 The the DT cord-342211-y7zxipiz 66 2 remaining remain VBG cord-342211-y7zxipiz 66 3 proportion proportion NN cord-342211-y7zxipiz 66 4 1 1 CD cord-342211-y7zxipiz 66 5 − − NN cord-342211-y7zxipiz 66 6 # # NN cord-342211-y7zxipiz 66 7 will will MD cord-342211-y7zxipiz 66 8 spend spend VB cord-342211-y7zxipiz 66 9 an an DT cord-342211-y7zxipiz 66 10 average average NN cord-342211-y7zxipiz 66 11 of of IN cord-342211-y7zxipiz 66 12 ! ! . cord-342211-y7zxipiz 67 1 % % NN cord-342211-y7zxipiz 67 2 days day NNS cord-342211-y7zxipiz 67 3 in in IN cord-342211-y7zxipiz 67 4 a a DT cord-342211-y7zxipiz 67 5 ward ward NN cord-342211-y7zxipiz 67 6 bed bed NN cord-342211-y7zxipiz 67 7 followed follow VBN cord-342211-y7zxipiz 67 8 by by IN cord-342211-y7zxipiz 67 9 an an DT cord-342211-y7zxipiz 67 10 average average NN cord-342211-y7zxipiz 67 11 of of IN cord-342211-y7zxipiz 67 12 ! ! . cord-342211-y7zxipiz 68 1 & & CC cord-342211-y7zxipiz 68 2 days day NNS cord-342211-y7zxipiz 68 3 in in IN cord-342211-y7zxipiz 68 4 intensive intensive JJ cord-342211-y7zxipiz 68 5 care care NN cord-342211-y7zxipiz 68 6 . . . cord-342211-y7zxipiz 69 1 A a DT cord-342211-y7zxipiz 69 2 proportion proportion NN cord-342211-y7zxipiz 69 3 $ $ $ cord-342211-y7zxipiz 69 4 of of IN cord-342211-y7zxipiz 69 5 those those DT cord-342211-y7zxipiz 69 6 entering enter VBG cord-342211-y7zxipiz 69 7 intensive intensive JJ cord-342211-y7zxipiz 69 8 care care NN cord-342211-y7zxipiz 69 9 will will MD cord-342211-y7zxipiz 69 10 die die VB cord-342211-y7zxipiz 69 11 . . . cord-342211-y7zxipiz 70 1 For for IN cord-342211-y7zxipiz 70 2 simplicity simplicity NN cord-342211-y7zxipiz 70 3 , , , cord-342211-y7zxipiz 70 4 those those DT cord-342211-y7zxipiz 70 5 who who WP cord-342211-y7zxipiz 70 6 recover recover VBP cord-342211-y7zxipiz 70 7 are be VBP cord-342211-y7zxipiz 70 8 not not RB cord-342211-y7zxipiz 70 9 re re VBG cord-342211-y7zxipiz 70 10 - - VBN cord-342211-y7zxipiz 70 11 directed direct VBN cord-342211-y7zxipiz 70 12 to to IN cord-342211-y7zxipiz 70 13 a a DT cord-342211-y7zxipiz 70 14 ward ward NN cord-342211-y7zxipiz 70 15 bed bed NN cord-342211-y7zxipiz 70 16 . . . cord-342211-y7zxipiz 71 1 The the DT cord-342211-y7zxipiz 71 2 symbol symbol NN cord-342211-y7zxipiz 71 3 in in IN cord-342211-y7zxipiz 71 4 each each DT cord-342211-y7zxipiz 71 5 compartment compartment NN cord-342211-y7zxipiz 71 6 gives give VBZ cord-342211-y7zxipiz 71 7 the the DT cord-342211-y7zxipiz 71 8 number number NN cord-342211-y7zxipiz 71 9 of of IN cord-342211-y7zxipiz 71 10 persons person NNS cord-342211-y7zxipiz 71 11 currently currently RB cord-342211-y7zxipiz 71 12 occupying occupy VBG cord-342211-y7zxipiz 71 13 it -PRON- PRP cord-342211-y7zxipiz 71 14 , , , cord-342211-y7zxipiz 71 15 # # NN cord-342211-y7zxipiz 71 16 and and CC cord-342211-y7zxipiz 71 17 $ $ $ cord-342211-y7zxipiz 71 18 being be VBG cord-342211-y7zxipiz 71 19 the the DT cord-342211-y7zxipiz 71 20 cumulative cumulative JJ cord-342211-y7zxipiz 71 21 number number NN cord-342211-y7zxipiz 71 22 of of IN cord-342211-y7zxipiz 71 23 deaths death NNS cord-342211-y7zxipiz 71 24 from from IN cord-342211-y7zxipiz 71 25 non non JJ cord-342211-y7zxipiz 71 26 - - JJ cord-342211-y7zxipiz 71 27 ICU ICU NNP cord-342211-y7zxipiz 71 28 and and CC cord-342211-y7zxipiz 71 29 ICU ICU NNP cord-342211-y7zxipiz 71 30 patients patient NNS cord-342211-y7zxipiz 71 31 respectively respectively RB cord-342211-y7zxipiz 71 32 . . . cord-342211-y7zxipiz 72 1 CC CC NNP cord-342211-y7zxipiz 72 2 - - : cord-342211-y7zxipiz 72 3 BY by IN cord-342211-y7zxipiz 72 4 4.0 4.0 CD cord-342211-y7zxipiz 72 5 International international JJ cord-342211-y7zxipiz 72 6 license license NN cord-342211-y7zxipiz 73 1 It -PRON- PRP cord-342211-y7zxipiz 73 2 is be VBZ cord-342211-y7zxipiz 73 3 made make VBN cord-342211-y7zxipiz 73 4 available available JJ cord-342211-y7zxipiz 73 5 under under IN cord-342211-y7zxipiz 73 6 a a DT cord-342211-y7zxipiz 74 1 is be VBZ cord-342211-y7zxipiz 74 2 the the DT cord-342211-y7zxipiz 74 3 author author NN cord-342211-y7zxipiz 74 4 / / SYM cord-342211-y7zxipiz 74 5 funder funder NN cord-342211-y7zxipiz 74 6 , , , cord-342211-y7zxipiz 74 7 who who WP cord-342211-y7zxipiz 74 8 has have VBZ cord-342211-y7zxipiz 74 9 granted grant VBN cord-342211-y7zxipiz 74 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 74 11 a a DT cord-342211-y7zxipiz 74 12 license license NN cord-342211-y7zxipiz 74 13 to to TO cord-342211-y7zxipiz 74 14 display display VB cord-342211-y7zxipiz 74 15 the the DT cord-342211-y7zxipiz 74 16 preprint preprint NN cord-342211-y7zxipiz 74 17 in in IN cord-342211-y7zxipiz 74 18 perpetuity perpetuity NN cord-342211-y7zxipiz 74 19 . . . cord-342211-y7zxipiz 75 1 The the DT cord-342211-y7zxipiz 75 2 copyright copyright NN cord-342211-y7zxipiz 75 3 holder holder NN cord-342211-y7zxipiz 75 4 for for IN cord-342211-y7zxipiz 75 5 this this DT cord-342211-y7zxipiz 75 6 preprint preprint NN cord-342211-y7zxipiz 75 7 this this DT cord-342211-y7zxipiz 75 8 version version NN cord-342211-y7zxipiz 75 9 posted post VBN cord-342211-y7zxipiz 75 10 May May NNP cord-342211-y7zxipiz 75 11 15 15 CD cord-342211-y7zxipiz 75 12 , , , cord-342211-y7zxipiz 75 13 2020 2020 CD cord-342211-y7zxipiz 75 14 . . . cord-342211-y7zxipiz 75 15 . . . cord-342211-y7zxipiz 76 1 https://doi.org/10.1101 https://doi.org/10.1101 NNP cord-342211-y7zxipiz 76 2 _SP cord-342211-y7zxipiz 76 3 Diagrams Diagrams NNP cord-342211-y7zxipiz 76 4 1 1 CD cord-342211-y7zxipiz 76 5 and and CC cord-342211-y7zxipiz 76 6 2 2 CD cord-342211-y7zxipiz 76 7 lead lead VBP cord-342211-y7zxipiz 76 8 directly directly RB cord-342211-y7zxipiz 76 9 to to IN cord-342211-y7zxipiz 76 10 differential differential JJ cord-342211-y7zxipiz 76 11 equations equation NNS cord-342211-y7zxipiz 76 12 ( ( -LRB- cord-342211-y7zxipiz 76 13 1 1 CD cord-342211-y7zxipiz 76 14 - - SYM cord-342211-y7zxipiz 76 15 8 8 CD cord-342211-y7zxipiz 76 16 ) ) -RRB- cord-342211-y7zxipiz 77 1 In in IN cord-342211-y7zxipiz 77 2 this this DT cord-342211-y7zxipiz 77 3 section section NN cord-342211-y7zxipiz 77 4 we -PRON- PRP cord-342211-y7zxipiz 77 5 obtain obtain VBP cord-342211-y7zxipiz 77 6 the the DT cord-342211-y7zxipiz 77 7 important important JJ cord-342211-y7zxipiz 77 8 results result NNS cord-342211-y7zxipiz 77 9 for for IN cord-342211-y7zxipiz 77 10 the the DT cord-342211-y7zxipiz 77 11 case case NN cord-342211-y7zxipiz 77 12 when when WRB cord-342211-y7zxipiz 77 13 / / SYM cord-342211-y7zxipiz 77 14 ≈ ≈ NNP cord-342211-y7zxipiz 77 15 1 1 CD cord-342211-y7zxipiz 77 16 . . . cord-342211-y7zxipiz 78 1 Equations equation NNS cord-342211-y7zxipiz 78 2 ( ( -LRB- cord-342211-y7zxipiz 78 3 2 2 CD cord-342211-y7zxipiz 78 4 - - SYM cord-342211-y7zxipiz 78 5 3 3 CD cord-342211-y7zxipiz 78 6 ) ) -RRB- cord-342211-y7zxipiz 78 7 can can MD cord-342211-y7zxipiz 78 8 be be VB cord-342211-y7zxipiz 78 9 written write VBN cord-342211-y7zxipiz 78 10 as as IN cord-342211-y7zxipiz 78 11 _SP cord-342211-y7zxipiz 79 1 The the DT cord-342211-y7zxipiz 79 2 negative negative JJ cord-342211-y7zxipiz 79 3 root root NN cord-342211-y7zxipiz 79 4 will will MD cord-342211-y7zxipiz 79 5 give give VB cord-342211-y7zxipiz 79 6 a a DT cord-342211-y7zxipiz 79 7 solution solution NN cord-342211-y7zxipiz 79 8 that that WDT cord-342211-y7zxipiz 79 9 decays decay VBZ cord-342211-y7zxipiz 79 10 rapidly rapidly RB cord-342211-y7zxipiz 79 11 and and CC cord-342211-y7zxipiz 79 12 can can MD cord-342211-y7zxipiz 79 13 be be VB cord-342211-y7zxipiz 79 14 ignored ignore VBN cord-342211-y7zxipiz 79 15 , , , cord-342211-y7zxipiz 79 16 see see VB cord-342211-y7zxipiz 79 17 for for IN cord-342211-y7zxipiz 79 18 example example NN cord-342211-y7zxipiz 80 1 Ma Ma NNP cord-342211-y7zxipiz 80 2 ( ( -LRB- cord-342211-y7zxipiz 80 3 2020 2020 CD cord-342211-y7zxipiz 80 4 ) ) -RRB- cord-342211-y7zxipiz 80 5 . . . cord-342211-y7zxipiz 81 1 So so RB cord-342211-y7zxipiz 81 2 , , , cord-342211-y7zxipiz 81 3 while while IN cord-342211-y7zxipiz 81 4 the the DT cord-342211-y7zxipiz 81 5 susceptible susceptible JJ cord-342211-y7zxipiz 81 6 proportion proportion NN cord-342211-y7zxipiz 81 7 is be VBZ cord-342211-y7zxipiz 81 8 close close JJ cord-342211-y7zxipiz 81 9 to to IN cord-342211-y7zxipiz 81 10 1 1 CD cord-342211-y7zxipiz 81 11 we -PRON- PRP cord-342211-y7zxipiz 81 12 have have VBP cord-342211-y7zxipiz 81 13 the the DT cord-342211-y7zxipiz 81 14 solution solution NN cord-342211-y7zxipiz 81 15 and and CC cord-342211-y7zxipiz 81 16 where where WRB cord-342211-y7zxipiz 81 17 = = NN cord-342211-y7zxipiz 81 18 0(234)37(204 0(234)37(204 CD cord-342211-y7zxipiz 81 19 ) ) -RRB- cord-342211-y7zxipiz 82 1 ' ' `` cord-342211-y7zxipiz 82 2 384 384 CD cord-342211-y7zxipiz 82 3 ) ) -RRB- cord-342211-y7zxipiz 82 4 $ $ $ cord-342211-y7zxipiz 82 5 ( ( -LRB- cord-342211-y7zxipiz 82 6 13 13 CD cord-342211-y7zxipiz 82 7 ) ) -RRB- cord-342211-y7zxipiz 82 8 that that WDT cord-342211-y7zxipiz 82 9 is be VBZ cord-342211-y7zxipiz 82 10 . . . cord-342211-y7zxipiz 83 1 CC CC NNP cord-342211-y7zxipiz 83 2 - - : cord-342211-y7zxipiz 83 3 BY by IN cord-342211-y7zxipiz 83 4 4.0 4.0 CD cord-342211-y7zxipiz 83 5 International international JJ cord-342211-y7zxipiz 83 6 license license NN cord-342211-y7zxipiz 84 1 It -PRON- PRP cord-342211-y7zxipiz 84 2 is be VBZ cord-342211-y7zxipiz 84 3 made make VBN cord-342211-y7zxipiz 84 4 available available JJ cord-342211-y7zxipiz 84 5 under under IN cord-342211-y7zxipiz 84 6 a a DT cord-342211-y7zxipiz 85 1 is be VBZ cord-342211-y7zxipiz 85 2 the the DT cord-342211-y7zxipiz 85 3 author author NN cord-342211-y7zxipiz 85 4 / / SYM cord-342211-y7zxipiz 85 5 funder funder NN cord-342211-y7zxipiz 85 6 , , , cord-342211-y7zxipiz 85 7 who who WP cord-342211-y7zxipiz 85 8 has have VBZ cord-342211-y7zxipiz 85 9 granted grant VBN cord-342211-y7zxipiz 85 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 85 11 a a DT cord-342211-y7zxipiz 85 12 license license NN cord-342211-y7zxipiz 85 13 to to TO cord-342211-y7zxipiz 85 14 display display VB cord-342211-y7zxipiz 85 15 the the DT cord-342211-y7zxipiz 85 16 preprint preprint NN cord-342211-y7zxipiz 85 17 in in IN cord-342211-y7zxipiz 85 18 perpetuity perpetuity NN cord-342211-y7zxipiz 85 19 . . . cord-342211-y7zxipiz 86 1 The the DT cord-342211-y7zxipiz 86 2 copyright copyright NN cord-342211-y7zxipiz 86 3 holder holder NN cord-342211-y7zxipiz 86 4 for for IN cord-342211-y7zxipiz 86 5 this this DT cord-342211-y7zxipiz 86 6 preprint preprint NN cord-342211-y7zxipiz 86 7 this this DT cord-342211-y7zxipiz 86 8 version version NN cord-342211-y7zxipiz 86 9 posted post VBN cord-342211-y7zxipiz 86 10 May May NNP cord-342211-y7zxipiz 86 11 15 15 CD cord-342211-y7zxipiz 86 12 , , , cord-342211-y7zxipiz 86 13 2020 2020 CD cord-342211-y7zxipiz 86 14 . . . cord-342211-y7zxipiz 86 15 . . . cord-342211-y7zxipiz 87 1 https://doi.org/10.1101/2020.05.09.20096859 https://doi.org/10.1101/2020.05.09.20096859 NNP cord-342211-y7zxipiz 87 2 doi doi NN cord-342211-y7zxipiz 87 3 : : : cord-342211-y7zxipiz 88 1 medRxiv medRxiv NNP cord-342211-y7zxipiz 88 2 preprint preprint NN cord-342211-y7zxipiz 88 3 ( ( -LRB- cord-342211-y7zxipiz 88 4 + + CD cord-342211-y7zxipiz 88 5 ) ) -RRB- cord-342211-y7zxipiz 89 1 ( ( -LRB- cord-342211-y7zxipiz 89 2 + + NN cord-342211-y7zxipiz 89 3 ) ) -RRB- cord-342211-y7zxipiz 89 4 = = NFP cord-342211-y7zxipiz 89 5 . . . cord-342211-y7zxipiz 90 1 ( ( -LRB- cord-342211-y7zxipiz 90 2 14 14 CD cord-342211-y7zxipiz 90 3 ) ) -RRB- cord-342211-y7zxipiz 91 1 The the DT cord-342211-y7zxipiz 91 2 expected expect VBN cord-342211-y7zxipiz 91 3 number number NN cord-342211-y7zxipiz 91 4 of of IN cord-342211-y7zxipiz 91 5 secondary secondary JJ cord-342211-y7zxipiz 91 6 infections infection NNS cord-342211-y7zxipiz 91 7 from from IN cord-342211-y7zxipiz 91 8 one one CD cord-342211-y7zxipiz 91 9 infectious infectious JJ cord-342211-y7zxipiz 91 10 person person NN cord-342211-y7zxipiz 91 11 is be VBZ cord-342211-y7zxipiz 91 12 For for IN cord-342211-y7zxipiz 91 13 the the DT cord-342211-y7zxipiz 91 14 special special JJ cord-342211-y7zxipiz 91 15 case case NN cord-342211-y7zxipiz 91 16 of of IN cord-342211-y7zxipiz 91 17 = = NFP cord-342211-y7zxipiz 92 1 Substituting substitute VBG cord-342211-y7zxipiz 92 2 ( ( -LRB- cord-342211-y7zxipiz 92 3 10 10 CD cord-342211-y7zxipiz 92 4 ) ) -RRB- cord-342211-y7zxipiz 92 5 into into IN cord-342211-y7zxipiz 92 6 ( ( -LRB- cord-342211-y7zxipiz 92 7 9 9 CD cord-342211-y7zxipiz 92 8 ) ) -RRB- cord-342211-y7zxipiz 93 1 While while IN cord-342211-y7zxipiz 93 2 > > XX cord-342211-y7zxipiz 93 3 0 0 NFP cord-342211-y7zxipiz 93 4 the the DT cord-342211-y7zxipiz 93 5 doubling double VBG cord-342211-y7zxipiz 93 6 time time NN cord-342211-y7zxipiz 93 7 is be VBZ cord-342211-y7zxipiz 93 8 and and CC cord-342211-y7zxipiz 93 9 when when WRB cord-342211-y7zxipiz 93 10 < < XX cord-342211-y7zxipiz 93 11 0 0 NFP cord-342211-y7zxipiz 93 12 the the DT cord-342211-y7zxipiz 93 13 halving halve VBG cord-342211-y7zxipiz 93 14 time time NN cord-342211-y7zxipiz 93 15 is be VBZ cord-342211-y7zxipiz 93 16 ( ( -LRB- cord-342211-y7zxipiz 93 17 20 20 CD cord-342211-y7zxipiz 93 18 ) ) -RRB- cord-342211-y7zxipiz 93 19 From from IN cord-342211-y7zxipiz 93 20 ( ( -LRB- cord-342211-y7zxipiz 93 21 11 11 CD cord-342211-y7zxipiz 93 22 ) ) -RRB- cord-342211-y7zxipiz 93 23 and and CC cord-342211-y7zxipiz 93 24 ( ( -LRB- cord-342211-y7zxipiz 93 25 12 12 CD cord-342211-y7zxipiz 93 26 ) ) -RRB- cord-342211-y7zxipiz 93 27 , , , cord-342211-y7zxipiz 93 28 will will MD cord-342211-y7zxipiz 93 29 all all DT cord-342211-y7zxipiz 93 30 1 1 CD cord-342211-y7zxipiz 93 31 change change NN cord-342211-y7zxipiz 93 32 at at IN cord-342211-y7zxipiz 93 33 rate rate NN cord-342211-y7zxipiz 93 34 so so IN cord-342211-y7zxipiz 93 35 one one PRP cord-342211-y7zxipiz 93 36 could could MD cord-342211-y7zxipiz 93 37 use use VB cord-342211-y7zxipiz 93 38 any any DT cord-342211-y7zxipiz 93 39 of of IN cord-342211-y7zxipiz 93 40 these these DT cord-342211-y7zxipiz 93 41 to to TO cord-342211-y7zxipiz 93 42 estimate estimate VB cord-342211-y7zxipiz 93 43 . . . cord-342211-y7zxipiz 94 1 In in IN cord-342211-y7zxipiz 94 2 the the DT cord-342211-y7zxipiz 94 3 UK UK NNP cord-342211-y7zxipiz 94 4 there there EX cord-342211-y7zxipiz 94 5 were be VBD cord-342211-y7zxipiz 94 6 a a DT cord-342211-y7zxipiz 94 7 large large JJ cord-342211-y7zxipiz 94 8 proportion proportion NN cord-342211-y7zxipiz 94 9 2 2 CD cord-342211-y7zxipiz 94 10 of of IN cord-342211-y7zxipiz 94 11 infectious infectious JJ cord-342211-y7zxipiz 94 12 persons person NNS cord-342211-y7zxipiz 94 13 ( ( -LRB- cord-342211-y7zxipiz 94 14 including include VBG cord-342211-y7zxipiz 94 15 asymptomatic asymptomatic JJ cord-342211-y7zxipiz 94 16 and and CC cord-342211-y7zxipiz 94 17 pre pre JJ cord-342211-y7zxipiz 94 18 - - JJ cord-342211-y7zxipiz 94 19 symptomatic symptomatic JJ cord-342211-y7zxipiz 94 20 ) ) -RRB- cord-342211-y7zxipiz 94 21 who who WP cord-342211-y7zxipiz 94 22 were be VBD cord-342211-y7zxipiz 94 23 never never RB cord-342211-y7zxipiz 94 24 tested test VBN cord-342211-y7zxipiz 94 25 and and CC cord-342211-y7zxipiz 94 26 the the DT cord-342211-y7zxipiz 94 27 availability availability NN cord-342211-y7zxipiz 94 28 of of IN cord-342211-y7zxipiz 94 29 tests test NNS cord-342211-y7zxipiz 94 30 changed change VBN cord-342211-y7zxipiz 94 31 markedly markedly RB cord-342211-y7zxipiz 94 32 over over IN cord-342211-y7zxipiz 94 33 time time NN cord-342211-y7zxipiz 94 34 . . . cord-342211-y7zxipiz 95 1 Therefore therefore RB cord-342211-y7zxipiz 95 2 , , , cord-342211-y7zxipiz 95 3 it -PRON- PRP cord-342211-y7zxipiz 95 4 is be VBZ cord-342211-y7zxipiz 95 5 felt feel VBN cord-342211-y7zxipiz 95 6 that that IN cord-342211-y7zxipiz 95 7 the the DT cord-342211-y7zxipiz 95 8 number number NN cord-342211-y7zxipiz 95 9 of of IN cord-342211-y7zxipiz 95 10 positive positive JJ cord-342211-y7zxipiz 95 11 test test NN cord-342211-y7zxipiz 95 12 results result NNS cord-342211-y7zxipiz 95 13 is be VBZ cord-342211-y7zxipiz 95 14 not not RB cord-342211-y7zxipiz 95 15 a a DT cord-342211-y7zxipiz 95 16 reliable reliable JJ cord-342211-y7zxipiz 95 17 proxy proxy NN cord-342211-y7zxipiz 95 18 for for IN cord-342211-y7zxipiz 95 19 the the DT cord-342211-y7zxipiz 95 20 number number NN cord-342211-y7zxipiz 95 21 of of IN cord-342211-y7zxipiz 95 22 infectious infectious JJ cord-342211-y7zxipiz 95 23 persons person NNS cord-342211-y7zxipiz 95 24 . . . cord-342211-y7zxipiz 96 1 1 1 LS cord-342211-y7zxipiz 97 1 If if IN cord-342211-y7zxipiz 97 2 is be VBZ cord-342211-y7zxipiz 97 3 the the DT cord-342211-y7zxipiz 97 4 case case NN cord-342211-y7zxipiz 97 5 fatality fatality NN cord-342211-y7zxipiz 97 6 rate rate NN cord-342211-y7zxipiz 97 7 then then RB cord-342211-y7zxipiz 97 8 the the DT cord-342211-y7zxipiz 97 9 expected expect VBN cord-342211-y7zxipiz 97 10 number number NN cord-342211-y7zxipiz 97 11 of of IN cord-342211-y7zxipiz 97 12 deaths death NNS cord-342211-y7zxipiz 97 13 up up IN cord-342211-y7zxipiz 97 14 to to IN cord-342211-y7zxipiz 97 15 time time NN cord-342211-y7zxipiz 97 16 is be VBZ cord-342211-y7zxipiz 97 17 [ [ -LRB- cord-342211-y7zxipiz 97 18 1 1 CD cord-342211-y7zxipiz 97 19 − − NNP cord-342211-y7zxipiz 97 20 ( ( -LRB- cord-342211-y7zxipiz 97 21 − − NNP cord-342211-y7zxipiz 97 22 ) ) -RRB- cord-342211-y7zxipiz 97 23 ] ] -RRB- cord-342211-y7zxipiz 98 1 where where WRB cord-342211-y7zxipiz 98 2 is be VBZ cord-342211-y7zxipiz 98 3 the the DT cord-342211-y7zxipiz 98 4 mean mean JJ cord-342211-y7zxipiz 98 5 time time NN cord-342211-y7zxipiz 98 6 between between IN cord-342211-y7zxipiz 98 7 exposure exposure NN cord-342211-y7zxipiz 98 8 and and CC cord-342211-y7zxipiz 98 9 death death NN cord-342211-y7zxipiz 98 10 . . . cord-342211-y7zxipiz 99 1 Differentiating differentiate VBG cord-342211-y7zxipiz 99 2 , , , cord-342211-y7zxipiz 99 3 the the DT cord-342211-y7zxipiz 99 4 death death NN cord-342211-y7zxipiz 99 5 rate rate NN cord-342211-y7zxipiz 99 6 at at IN cord-342211-y7zxipiz 99 7 − − NNP cord-342211-y7zxipiz 99 8 is be VBZ cord-342211-y7zxipiz 99 9 − − NNP cord-342211-y7zxipiz 100 1 The the DT cord-342211-y7zxipiz 100 2 Government Government NNP cord-342211-y7zxipiz 100 3 told tell VBD cord-342211-y7zxipiz 100 4 people people NNS cord-342211-y7zxipiz 100 5 who who WP cord-342211-y7zxipiz 100 6 showed show VBD cord-342211-y7zxipiz 100 7 symptoms symptom NNS cord-342211-y7zxipiz 100 8 to to TO cord-342211-y7zxipiz 100 9 stay stay VB cord-342211-y7zxipiz 100 10 at at IN cord-342211-y7zxipiz 100 11 home home NN cord-342211-y7zxipiz 100 12 , , , cord-342211-y7zxipiz 100 13 without without IN cord-342211-y7zxipiz 100 14 testing test VBG cord-342211-y7zxipiz 100 15 for for IN cord-342211-y7zxipiz 100 16 seven seven CD cord-342211-y7zxipiz 100 17 days day NNS cord-342211-y7zxipiz 100 18 before before IN cord-342211-y7zxipiz 100 19 contemplating contemplate VBG cord-342211-y7zxipiz 100 20 hospital hospital NN cord-342211-y7zxipiz 100 21 admission admission NN cord-342211-y7zxipiz 100 22 . . . cord-342211-y7zxipiz 100 23 . . . cord-342211-y7zxipiz 101 1 CC CC NNP cord-342211-y7zxipiz 101 2 - - : cord-342211-y7zxipiz 101 3 BY by IN cord-342211-y7zxipiz 101 4 4.0 4.0 CD cord-342211-y7zxipiz 101 5 International international JJ cord-342211-y7zxipiz 101 6 license license NN cord-342211-y7zxipiz 102 1 It -PRON- PRP cord-342211-y7zxipiz 102 2 is be VBZ cord-342211-y7zxipiz 102 3 made make VBN cord-342211-y7zxipiz 102 4 available available JJ cord-342211-y7zxipiz 102 5 under under IN cord-342211-y7zxipiz 102 6 a a DT cord-342211-y7zxipiz 103 1 is be VBZ cord-342211-y7zxipiz 103 2 the the DT cord-342211-y7zxipiz 103 3 author author NN cord-342211-y7zxipiz 103 4 / / SYM cord-342211-y7zxipiz 103 5 funder funder NN cord-342211-y7zxipiz 103 6 , , , cord-342211-y7zxipiz 103 7 who who WP cord-342211-y7zxipiz 103 8 has have VBZ cord-342211-y7zxipiz 103 9 granted grant VBN cord-342211-y7zxipiz 103 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 103 11 a a DT cord-342211-y7zxipiz 103 12 license license NN cord-342211-y7zxipiz 103 13 to to TO cord-342211-y7zxipiz 103 14 display display VB cord-342211-y7zxipiz 103 15 the the DT cord-342211-y7zxipiz 103 16 preprint preprint NN cord-342211-y7zxipiz 103 17 in in IN cord-342211-y7zxipiz 103 18 perpetuity perpetuity NN cord-342211-y7zxipiz 103 19 . . . cord-342211-y7zxipiz 104 1 The the DT cord-342211-y7zxipiz 104 2 copyright copyright NN cord-342211-y7zxipiz 104 3 holder holder NN cord-342211-y7zxipiz 104 4 for for IN cord-342211-y7zxipiz 104 5 this this DT cord-342211-y7zxipiz 104 6 preprint preprint NN cord-342211-y7zxipiz 104 7 this this DT cord-342211-y7zxipiz 104 8 version version NN cord-342211-y7zxipiz 104 9 posted post VBN cord-342211-y7zxipiz 104 10 May May NNP cord-342211-y7zxipiz 104 11 15 15 CD cord-342211-y7zxipiz 104 12 , , , cord-342211-y7zxipiz 104 13 2020 2020 CD cord-342211-y7zxipiz 104 14 . . . cord-342211-y7zxipiz 104 15 . . . cord-342211-y7zxipiz 105 1 https://doi.org/10 https://doi.org/10 NNP cord-342211-y7zxipiz 105 2 . . . cord-342211-y7zxipiz 106 1 1101 1101 CD cord-342211-y7zxipiz 107 1 For for IN cord-342211-y7zxipiz 107 2 this this DT cord-342211-y7zxipiz 107 3 reason reason NN cord-342211-y7zxipiz 107 4 , , , cord-342211-y7zxipiz 107 5 was be VBD cord-342211-y7zxipiz 107 6 estimated estimate VBN cord-342211-y7zxipiz 107 7 by by IN cord-342211-y7zxipiz 107 8 fitting fit VBG cord-342211-y7zxipiz 107 9 the the DT cord-342211-y7zxipiz 107 10 logarithm logarithm NN cord-342211-y7zxipiz 107 11 of of IN cord-342211-y7zxipiz 107 12 daily daily JJ cord-342211-y7zxipiz 107 13 deaths death NNS cord-342211-y7zxipiz 107 14 nonparametrically nonparametrically RB cord-342211-y7zxipiz 107 15 in in IN cord-342211-y7zxipiz 107 16 the the DT cord-342211-y7zxipiz 107 17 period period NN cord-342211-y7zxipiz 107 18 11 11 CD cord-342211-y7zxipiz 107 19 March March NNP cord-342211-y7zxipiz 107 20 to to IN cord-342211-y7zxipiz 107 21 2 2 CD cord-342211-y7zxipiz 107 22 April April NNP cord-342211-y7zxipiz 107 23 . . . cord-342211-y7zxipiz 108 1 The the DT cord-342211-y7zxipiz 108 2 dates date NNS cord-342211-y7zxipiz 108 3 were be VBD cord-342211-y7zxipiz 108 4 selected select VBN cord-342211-y7zxipiz 108 5 as as IN cord-342211-y7zxipiz 108 6 to to TO cord-342211-y7zxipiz 108 7 be be VB cord-342211-y7zxipiz 108 8 largely largely RB cord-342211-y7zxipiz 108 9 uninfluenced uninfluenced JJ cord-342211-y7zxipiz 108 10 by by IN cord-342211-y7zxipiz 108 11 the the DT cord-342211-y7zxipiz 108 12 gentle gentle JJ cord-342211-y7zxipiz 108 13 suppression suppression NN cord-342211-y7zxipiz 108 14 introduced introduce VBN cord-342211-y7zxipiz 108 15 on on IN cord-342211-y7zxipiz 108 16 16 16 CD cord-342211-y7zxipiz 108 17 March March NNP cord-342211-y7zxipiz 108 18 and and CC cord-342211-y7zxipiz 108 19 the the DT cord-342211-y7zxipiz 108 20 full full JJ cord-342211-y7zxipiz 108 21 lockdown lockdown NN cord-342211-y7zxipiz 108 22 beginning begin VBG cord-342211-y7zxipiz 108 23 23 23 CD cord-342211-y7zxipiz 108 24 March March NNP cord-342211-y7zxipiz 108 25 , , , cord-342211-y7zxipiz 108 26 given give VBN cord-342211-y7zxipiz 108 27 that that IN cord-342211-y7zxipiz 108 28 there there EX cord-342211-y7zxipiz 108 29 is be VBZ cord-342211-y7zxipiz 108 30 a a DT cord-342211-y7zxipiz 108 31 lag lag NN cord-342211-y7zxipiz 108 32 between between IN cord-342211-y7zxipiz 108 33 exposure exposure NN cord-342211-y7zxipiz 108 34 and and CC cord-342211-y7zxipiz 108 35 death death NN cord-342211-y7zxipiz 108 36 of of IN cord-342211-y7zxipiz 108 37 the the DT cord-342211-y7zxipiz 108 38 order order NN cord-342211-y7zxipiz 108 39 of of IN cord-342211-y7zxipiz 108 40 24 24 CD cord-342211-y7zxipiz 108 41 days day NNS cord-342211-y7zxipiz 108 42 . . . cord-342211-y7zxipiz 109 1 The the DT cord-342211-y7zxipiz 109 2 fit fit NN cord-342211-y7zxipiz 109 3 gave give VBD cord-342211-y7zxipiz 109 4 = = NN cord-342211-y7zxipiz 109 5 0.189 0.189 CD cord-342211-y7zxipiz 109 6 , , , cord-342211-y7zxipiz 109 7 95 95 CD cord-342211-y7zxipiz 109 8 % % NN cord-342211-y7zxipiz 109 9 confidence confidence NN cord-342211-y7zxipiz 109 10 interval interval NN cord-342211-y7zxipiz 109 11 ( ( -LRB- cord-342211-y7zxipiz 109 12 0.172 0.172 CD cord-342211-y7zxipiz 109 13 , , , cord-342211-y7zxipiz 109 14 0.206 0.206 CD cord-342211-y7zxipiz 109 15 ) ) -RRB- cord-342211-y7zxipiz 109 16 with with IN cord-342211-y7zxipiz 109 17 the the DT cord-342211-y7zxipiz 109 18 amount amount NN cord-342211-y7zxipiz 109 19 explained explain VBN cord-342211-y7zxipiz 109 20 by by IN cord-342211-y7zxipiz 109 21 the the DT cord-342211-y7zxipiz 109 22 regression regression NN cord-342211-y7zxipiz 109 23 as as IN cord-342211-y7zxipiz 109 24 $ $ $ cord-342211-y7zxipiz 109 25 = = SYM cord-342211-y7zxipiz 109 26 0.96 0.96 CD cord-342211-y7zxipiz 109 27 . . . cord-342211-y7zxipiz 110 1 The the DT cord-342211-y7zxipiz 110 2 estimated estimate VBN cord-342211-y7zxipiz 110 3 doubling double VBG cord-342211-y7zxipiz 110 4 time time NN cord-342211-y7zxipiz 110 5 in in IN cord-342211-y7zxipiz 110 6 the the DT cord-342211-y7zxipiz 110 7 early early JJ cord-342211-y7zxipiz 110 8 stages stage NNS cord-342211-y7zxipiz 110 9 of of IN cord-342211-y7zxipiz 110 10 unmitigated unmitigated JJ cord-342211-y7zxipiz 110 11 spread spread NN cord-342211-y7zxipiz 110 12 is be VBZ cord-342211-y7zxipiz 110 13 In in IN cord-342211-y7zxipiz 110 14 order order NN cord-342211-y7zxipiz 110 15 to to TO cord-342211-y7zxipiz 110 16 estimate estimate VB cord-342211-y7zxipiz 110 17 ! ! . cord-342211-y7zxipiz 111 1 using use VBG cord-342211-y7zxipiz 111 2 ( ( -LRB- cord-342211-y7zxipiz 111 3 18 18 CD cord-342211-y7zxipiz 111 4 ) ) -RRB- cord-342211-y7zxipiz 111 5 we -PRON- PRP cord-342211-y7zxipiz 111 6 need need VBP cord-342211-y7zxipiz 111 7 not not RB cord-342211-y7zxipiz 111 8 only only RB cord-342211-y7zxipiz 111 9 , , , cord-342211-y7zxipiz 111 10 but but CC cord-342211-y7zxipiz 111 11 estimates estimate NNS cord-342211-y7zxipiz 111 12 of of IN cord-342211-y7zxipiz 111 13 mean mean JJ cord-342211-y7zxipiz 111 14 latent latent JJ cord-342211-y7zxipiz 111 15 and and CC cord-342211-y7zxipiz 111 16 infectious infectious JJ cord-342211-y7zxipiz 111 17 periods period NNS cord-342211-y7zxipiz 111 18 . . . cord-342211-y7zxipiz 112 1 Ferguson Ferguson NNP cord-342211-y7zxipiz 112 2 et et NNP cord-342211-y7zxipiz 112 3 al al NNP cord-342211-y7zxipiz 112 4 . . . cord-342211-y7zxipiz 113 1 ( ( -LRB- cord-342211-y7zxipiz 113 2 2020 2020 CD cord-342211-y7zxipiz 113 3 ) ) -RRB- cord-342211-y7zxipiz 113 4 assumed assume VBD cord-342211-y7zxipiz 113 5 an an DT cord-342211-y7zxipiz 113 6 incubation incubation NN cord-342211-y7zxipiz 113 7 period period NN cord-342211-y7zxipiz 113 8 of of IN cord-342211-y7zxipiz 113 9 5.1 5.1 CD cord-342211-y7zxipiz 113 10 days day NNS cord-342211-y7zxipiz 113 11 with with IN cord-342211-y7zxipiz 113 12 a a DT cord-342211-y7zxipiz 113 13 12 12 CD cord-342211-y7zxipiz 113 14 hour hour NN cord-342211-y7zxipiz 113 15 pre pre JJ cord-342211-y7zxipiz 113 16 - - JJ cord-342211-y7zxipiz 113 17 symptomatic symptomatic JJ cord-342211-y7zxipiz 113 18 infectious infectious JJ cord-342211-y7zxipiz 113 19 period period NN cord-342211-y7zxipiz 113 20 for for IN cord-342211-y7zxipiz 113 21 some some DT cord-342211-y7zxipiz 113 22 , , , cord-342211-y7zxipiz 113 23 together together RB cord-342211-y7zxipiz 113 24 with with IN cord-342211-y7zxipiz 113 25 a a DT cord-342211-y7zxipiz 113 26 6.5 6.5 CD cord-342211-y7zxipiz 113 27 day day NN cord-342211-y7zxipiz 113 28 mean mean VB cord-342211-y7zxipiz 113 29 generation generation NN cord-342211-y7zxipiz 113 30 interval interval NN cord-342211-y7zxipiz 113 31 . . . cord-342211-y7zxipiz 114 1 Anderson Anderson NNP cord-342211-y7zxipiz 114 2 et et NNP cord-342211-y7zxipiz 114 3 al al NNP cord-342211-y7zxipiz 114 4 . . . cord-342211-y7zxipiz 115 1 ( ( -LRB- cord-342211-y7zxipiz 115 2 2020 2020 CD cord-342211-y7zxipiz 115 3 ) ) -RRB- cord-342211-y7zxipiz 115 4 thought think VBD cord-342211-y7zxipiz 115 5 the the DT cord-342211-y7zxipiz 115 6 incubation incubation NN cord-342211-y7zxipiz 115 7 period period NN cord-342211-y7zxipiz 115 8 to to TO cord-342211-y7zxipiz 115 9 be be VB cord-342211-y7zxipiz 115 10 around around RB cord-342211-y7zxipiz 115 11 5 5 CD cord-342211-y7zxipiz 115 12 - - SYM cord-342211-y7zxipiz 115 13 6 6 CD cord-342211-y7zxipiz 115 14 days day NNS cord-342211-y7zxipiz 115 15 with with IN cord-342211-y7zxipiz 115 16 a a DT cord-342211-y7zxipiz 115 17 serial serial JJ cord-342211-y7zxipiz 115 18 interval interval NN cord-342211-y7zxipiz 115 19 of of IN cord-342211-y7zxipiz 115 20 similar similar JJ cord-342211-y7zxipiz 115 21 duration duration NN cord-342211-y7zxipiz 115 22 . . . cord-342211-y7zxipiz 116 1 Davies Davies NNP cord-342211-y7zxipiz 116 2 et et NNP cord-342211-y7zxipiz 116 3 al al NNP cord-342211-y7zxipiz 116 4 . . . cord-342211-y7zxipiz 117 1 ( ( -LRB- cord-342211-y7zxipiz 117 2 2020 2020 CD cord-342211-y7zxipiz 117 3 ) ) -RRB- cord-342211-y7zxipiz 117 4 assumed assume VBD cord-342211-y7zxipiz 117 5 a a DT cord-342211-y7zxipiz 117 6 gamma gamma NN cord-342211-y7zxipiz 117 7 distributed distribute VBN cord-342211-y7zxipiz 117 8 latent latent JJ cord-342211-y7zxipiz 117 9 period period NN cord-342211-y7zxipiz 117 10 with with IN cord-342211-y7zxipiz 117 11 mean mean JJ cord-342211-y7zxipiz 117 12 and and CC cord-342211-y7zxipiz 117 13 standard standard JJ cord-342211-y7zxipiz 117 14 deviation deviation NN cord-342211-y7zxipiz 117 15 of of IN cord-342211-y7zxipiz 117 16 4 4 CD cord-342211-y7zxipiz 117 17 and and CC cord-342211-y7zxipiz 117 18 2 2 CD cord-342211-y7zxipiz 117 19 days day NNS cord-342211-y7zxipiz 117 20 respectively respectively RB cord-342211-y7zxipiz 117 21 , , , cord-342211-y7zxipiz 117 22 a a DT cord-342211-y7zxipiz 117 23 mean mean JJ cord-342211-y7zxipiz 117 24 incubation incubation NN cord-342211-y7zxipiz 117 25 period period NN cord-342211-y7zxipiz 117 26 of of IN cord-342211-y7zxipiz 117 27 5.5 5.5 CD cord-342211-y7zxipiz 117 28 days day NNS cord-342211-y7zxipiz 117 29 , , , cord-342211-y7zxipiz 117 30 and and CC cord-342211-y7zxipiz 117 31 a a DT cord-342211-y7zxipiz 117 32 serial serial JJ cord-342211-y7zxipiz 117 33 interval interval NN cord-342211-y7zxipiz 117 34 of of IN cord-342211-y7zxipiz 117 35 6.5 6.5 CD cord-342211-y7zxipiz 117 36 days day NNS cord-342211-y7zxipiz 117 37 . . . cord-342211-y7zxipiz 118 1 In in IN cord-342211-y7zxipiz 118 2 this this DT cord-342211-y7zxipiz 118 3 paper paper NN cord-342211-y7zxipiz 118 4 we -PRON- PRP cord-342211-y7zxipiz 118 5 take take VBP cord-342211-y7zxipiz 118 6 the the DT cord-342211-y7zxipiz 118 7 mean mean NN cord-342211-y7zxipiz 118 8 latent latent JJ cord-342211-y7zxipiz 118 9 and and CC cord-342211-y7zxipiz 118 10 infectious infectious JJ cord-342211-y7zxipiz 118 11 period period NN cord-342211-y7zxipiz 118 12 to to TO cord-342211-y7zxipiz 118 13 be be VB cord-342211-y7zxipiz 118 14 4.5 4.5 CD cord-342211-y7zxipiz 118 15 and and CC cord-342211-y7zxipiz 118 16 3.8 3.8 CD cord-342211-y7zxipiz 118 17 days day NNS cord-342211-y7zxipiz 118 18 respectively respectively RB cord-342211-y7zxipiz 118 19 , , , cord-342211-y7zxipiz 118 20 leading lead VBG cord-342211-y7zxipiz 118 21 to to IN cord-342211-y7zxipiz 118 22 a a DT cord-342211-y7zxipiz 118 23 crude crude JJ cord-342211-y7zxipiz 118 24 estimate estimate NN cord-342211-y7zxipiz 118 25 of of IN cord-342211-y7zxipiz 118 26 the the DT cord-342211-y7zxipiz 118 27 serial serial JJ cord-342211-y7zxipiz 118 28 interval interval NN cord-342211-y7zxipiz 118 29 to to TO cord-342211-y7zxipiz 118 30 be be VB cord-342211-y7zxipiz 118 31 4.5 4.5 CD cord-342211-y7zxipiz 118 32 + + CD cord-342211-y7zxipiz 119 1 0.5x3.8 0.5x3.8 NFP cord-342211-y7zxipiz 119 2 = = NFP cord-342211-y7zxipiz 120 1 6.4 6.4 CD cord-342211-y7zxipiz 120 2 days day NNS cord-342211-y7zxipiz 120 3 . . . cord-342211-y7zxipiz 121 1 Using use VBG cord-342211-y7zxipiz 121 2 these these DT cord-342211-y7zxipiz 121 3 in in IN cord-342211-y7zxipiz 121 4 ( ( -LRB- cord-342211-y7zxipiz 121 5 18 18 CD cord-342211-y7zxipiz 121 6 ) ) -RRB- cord-342211-y7zxipiz 121 7 gives give VBZ cord-342211-y7zxipiz 121 8 ! ! . cord-342211-y7zxipiz 121 9 = = NFP cord-342211-y7zxipiz 122 1 3.18 3.18 CD cord-342211-y7zxipiz 122 2 . . . cord-342211-y7zxipiz 123 1 The the DT cord-342211-y7zxipiz 123 2 death death NN cord-342211-y7zxipiz 123 3 data datum NNS cord-342211-y7zxipiz 123 4 was be VBD cord-342211-y7zxipiz 123 5 that that IN cord-342211-y7zxipiz 123 6 pertaining pertain VBG cord-342211-y7zxipiz 123 7 to to IN cord-342211-y7zxipiz 123 8 English english JJ cord-342211-y7zxipiz 123 9 hospital hospital NN cord-342211-y7zxipiz 123 10 deaths death NNS cord-342211-y7zxipiz 123 11 by by IN cord-342211-y7zxipiz 123 12 date date NN cord-342211-y7zxipiz 123 13 of of IN cord-342211-y7zxipiz 123 14 death death NN cord-342211-y7zxipiz 123 15 3 3 CD cord-342211-y7zxipiz 123 16 . . . cord-342211-y7zxipiz 124 1 This this DT cord-342211-y7zxipiz 124 2 data data NN cord-342211-y7zxipiz 124 3 set set NN cord-342211-y7zxipiz 124 4 was be VBD cord-342211-y7zxipiz 124 5 chosen choose VBN cord-342211-y7zxipiz 124 6 as as IN cord-342211-y7zxipiz 124 7 many many JJ cord-342211-y7zxipiz 124 8 other other JJ cord-342211-y7zxipiz 124 9 accessible accessible JJ cord-342211-y7zxipiz 124 10 sets set NNS cord-342211-y7zxipiz 124 11 are be VBP cord-342211-y7zxipiz 124 12 by by IN cord-342211-y7zxipiz 124 13 date date NN cord-342211-y7zxipiz 124 14 of of IN cord-342211-y7zxipiz 124 15 recording record VBG cord-342211-y7zxipiz 124 16 the the DT cord-342211-y7zxipiz 124 17 death death NN cord-342211-y7zxipiz 124 18 which which WDT cord-342211-y7zxipiz 124 19 can can MD cord-342211-y7zxipiz 124 20 be be VB cord-342211-y7zxipiz 124 21 several several JJ cord-342211-y7zxipiz 124 22 days day NNS cord-342211-y7zxipiz 124 23 after after IN cord-342211-y7zxipiz 124 24 actual actual JJ cord-342211-y7zxipiz 124 25 death death NN cord-342211-y7zxipiz 124 26 . . . cord-342211-y7zxipiz 125 1 We -PRON- PRP cord-342211-y7zxipiz 125 2 assumed assume VBD cord-342211-y7zxipiz 125 3 that that IN cord-342211-y7zxipiz 125 4 the the DT cord-342211-y7zxipiz 125 5 growth growth NN cord-342211-y7zxipiz 125 6 / / SYM cord-342211-y7zxipiz 125 7 decline decline NN cord-342211-y7zxipiz 125 8 rate rate NN cord-342211-y7zxipiz 125 9 is be VBZ cord-342211-y7zxipiz 125 10 similar similar JJ cord-342211-y7zxipiz 125 11 in in IN cord-342211-y7zxipiz 125 12 all all DT cord-342211-y7zxipiz 125 13 four four CD cord-342211-y7zxipiz 125 14 countries country NNS cord-342211-y7zxipiz 125 15 of of IN cord-342211-y7zxipiz 125 16 the the DT cord-342211-y7zxipiz 125 17 UK UK NNP cord-342211-y7zxipiz 125 18 . . . cord-342211-y7zxipiz 126 1 The the DT cord-342211-y7zxipiz 126 2 model model NN cord-342211-y7zxipiz 126 3 assumes assume VBZ cord-342211-y7zxipiz 126 4 all all DT cord-342211-y7zxipiz 126 5 deaths death NNS cord-342211-y7zxipiz 126 6 occur occur VBP cord-342211-y7zxipiz 126 7 in in IN cord-342211-y7zxipiz 126 8 hospital hospital NN cord-342211-y7zxipiz 126 9 and and CC cord-342211-y7zxipiz 126 10 applies apply VBZ cord-342211-y7zxipiz 126 11 to to IN cord-342211-y7zxipiz 126 12 the the DT cord-342211-y7zxipiz 126 13 entire entire JJ cord-342211-y7zxipiz 126 14 UK UK NNP cord-342211-y7zxipiz 126 15 of of IN cord-342211-y7zxipiz 126 16 population population NN cord-342211-y7zxipiz 126 17 67 67 CD cord-342211-y7zxipiz 126 18 million million CD cord-342211-y7zxipiz 126 19 . . . cord-342211-y7zxipiz 127 1 For for IN cord-342211-y7zxipiz 127 2 illustrative illustrative JJ cord-342211-y7zxipiz 127 3 purposes purpose NNS cord-342211-y7zxipiz 127 4 this this DT cord-342211-y7zxipiz 127 5 is be VBZ cord-342211-y7zxipiz 127 6 considered consider VBN cord-342211-y7zxipiz 127 7 reasonable reasonable JJ cord-342211-y7zxipiz 127 8 although although IN cord-342211-y7zxipiz 127 9 in in IN cord-342211-y7zxipiz 127 10 the the DT cord-342211-y7zxipiz 127 11 event event NN cord-342211-y7zxipiz 127 12 many many JJ cord-342211-y7zxipiz 127 13 deaths death NNS cord-342211-y7zxipiz 127 14 occurred occur VBD cord-342211-y7zxipiz 127 15 in in IN cord-342211-y7zxipiz 127 16 the the DT cord-342211-y7zxipiz 127 17 community community NN cord-342211-y7zxipiz 127 18 including include VBG cord-342211-y7zxipiz 127 19 care care NN cord-342211-y7zxipiz 127 20 homes home NNS cord-342211-y7zxipiz 127 21 . . . cord-342211-y7zxipiz 128 1 The the DT cord-342211-y7zxipiz 128 2 model model NN cord-342211-y7zxipiz 128 3 calculates calculate VBZ cord-342211-y7zxipiz 128 4 bed bed NN cord-342211-y7zxipiz 128 5 occupancy occupancy NN cord-342211-y7zxipiz 128 6 assuming assume VBG cord-342211-y7zxipiz 128 7 an an DT cord-342211-y7zxipiz 128 8 ideal ideal JJ cord-342211-y7zxipiz 128 9 scenario scenario NN cord-342211-y7zxipiz 128 10 where where WRB cord-342211-y7zxipiz 128 11 all all DT cord-342211-y7zxipiz 128 12 who who WP cord-342211-y7zxipiz 128 13 need need VBP cord-342211-y7zxipiz 128 14 hospital hospital NN cord-342211-y7zxipiz 128 15 care care NN cord-342211-y7zxipiz 128 16 receive receive VB cord-342211-y7zxipiz 128 17 it -PRON- PRP cord-342211-y7zxipiz 128 18 . . . cord-342211-y7zxipiz 129 1 It -PRON- PRP cord-342211-y7zxipiz 129 2 is be VBZ cord-342211-y7zxipiz 129 3 assumed assume VBN cord-342211-y7zxipiz 129 4 that that IN cord-342211-y7zxipiz 129 5 1 1 CD cord-342211-y7zxipiz 129 6 % % NN cord-342211-y7zxipiz 129 7 of of IN cord-342211-y7zxipiz 129 8 those those DT cord-342211-y7zxipiz 129 9 infected infect VBN cord-342211-y7zxipiz 129 10 die die NN cord-342211-y7zxipiz 129 11 and and CC cord-342211-y7zxipiz 129 12 4.4 4.4 CD cord-342211-y7zxipiz 129 13 % % NN cord-342211-y7zxipiz 129 14 of of IN cord-342211-y7zxipiz 129 15 those those DT cord-342211-y7zxipiz 129 16 infected infect VBN cord-342211-y7zxipiz 129 17 require require JJ cord-342211-y7zxipiz 129 18 hospital hospital NN cord-342211-y7zxipiz 129 19 treatment treatment NN cord-342211-y7zxipiz 129 20 . . . cord-342211-y7zxipiz 130 1 Of of IN cord-342211-y7zxipiz 130 2 these these DT cord-342211-y7zxipiz 130 3 70 70 CD cord-342211-y7zxipiz 130 4 % % NN cord-342211-y7zxipiz 130 5 will will MD cord-342211-y7zxipiz 130 6 never never RB cord-342211-y7zxipiz 130 7 require require VB cord-342211-y7zxipiz 130 8 intensive intensive JJ cord-342211-y7zxipiz 130 9 care care NN cord-342211-y7zxipiz 130 10 and and CC cord-342211-y7zxipiz 130 11 spend spend VB cord-342211-y7zxipiz 130 12 an an DT cord-342211-y7zxipiz 130 13 average average NN cord-342211-y7zxipiz 130 14 of of IN cord-342211-y7zxipiz 130 15 8 8 CD cord-342211-y7zxipiz 130 16 days day NNS cord-342211-y7zxipiz 130 17 in in IN cord-342211-y7zxipiz 130 18 a a DT cord-342211-y7zxipiz 130 19 ward ward NN cord-342211-y7zxipiz 130 20 bed bed NN cord-342211-y7zxipiz 130 21 . . . cord-342211-y7zxipiz 131 1 Of of IN cord-342211-y7zxipiz 131 2 these these DT cord-342211-y7zxipiz 131 3 11 11 CD cord-342211-y7zxipiz 131 4 % % NN cord-342211-y7zxipiz 131 5 will will MD cord-342211-y7zxipiz 131 6 die die VB cord-342211-y7zxipiz 131 7 . . . cord-342211-y7zxipiz 132 1 Of of IN cord-342211-y7zxipiz 132 2 the the DT cord-342211-y7zxipiz 132 3 remaining remain VBG cord-342211-y7zxipiz 132 4 30 30 CD cord-342211-y7zxipiz 132 5 % % NN cord-342211-y7zxipiz 132 6 all all DT cord-342211-y7zxipiz 132 7 will will MD cord-342211-y7zxipiz 132 8 spend spend VB cord-342211-y7zxipiz 132 9 6 6 CD cord-342211-y7zxipiz 132 10 days day NNS cord-342211-y7zxipiz 132 11 in in IN cord-342211-y7zxipiz 132 12 a a DT cord-342211-y7zxipiz 132 13 ward ward NN cord-342211-y7zxipiz 132 14 followed follow VBN cord-342211-y7zxipiz 132 15 by by IN cord-342211-y7zxipiz 132 16 10 10 CD cord-342211-y7zxipiz 132 17 days day NNS cord-342211-y7zxipiz 132 18 in in IN cord-342211-y7zxipiz 132 19 intensive intensive JJ cord-342211-y7zxipiz 132 20 care care NN cord-342211-y7zxipiz 132 21 and and CC cord-342211-y7zxipiz 132 22 50 50 CD cord-342211-y7zxipiz 132 23 % % NN cord-342211-y7zxipiz 132 24 of of IN cord-342211-y7zxipiz 132 25 these these DT cord-342211-y7zxipiz 132 26 will will MD cord-342211-y7zxipiz 132 27 die die VB cord-342211-y7zxipiz 132 28 , , , cord-342211-y7zxipiz 132 29 These these DT cord-342211-y7zxipiz 132 30 parameter parameter NN cord-342211-y7zxipiz 132 31 values value NNS cord-342211-y7zxipiz 132 32 give give VBP cord-342211-y7zxipiz 132 33 a a DT cord-342211-y7zxipiz 132 34 case case NN cord-342211-y7zxipiz 132 35 fatality fatality NN cord-342211-y7zxipiz 132 36 rate rate NN cord-342211-y7zxipiz 132 37 given give VBN cord-342211-y7zxipiz 132 38 infection infection NN cord-342211-y7zxipiz 132 39 of of IN cord-342211-y7zxipiz 132 40 1 1 CD cord-342211-y7zxipiz 132 41 % % NN cord-342211-y7zxipiz 132 42 . . . cord-342211-y7zxipiz 133 1 These these DT cord-342211-y7zxipiz 133 2 figures figure NNS cord-342211-y7zxipiz 133 3 are be VBP cord-342211-y7zxipiz 133 4 adapted adapt VBN cord-342211-y7zxipiz 133 5 from from IN cord-342211-y7zxipiz 133 6 those those DT cord-342211-y7zxipiz 133 7 of of IN cord-342211-y7zxipiz 133 8 Ferguson Ferguson NNP cord-342211-y7zxipiz 133 9 et et NNP cord-342211-y7zxipiz 133 10 al al NNP cord-342211-y7zxipiz 133 11 . . . cord-342211-y7zxipiz 134 1 ( ( -LRB- cord-342211-y7zxipiz 134 2 2020 2020 CD cord-342211-y7zxipiz 134 3 ) ) -RRB- cord-342211-y7zxipiz 134 4 . . . cord-342211-y7zxipiz 135 1 Table table NN cord-342211-y7zxipiz 135 2 1 1 CD cord-342211-y7zxipiz 135 3 summarises summarise VBZ cord-342211-y7zxipiz 135 4 the the DT cord-342211-y7zxipiz 135 5 model model NN cord-342211-y7zxipiz 135 6 results result VBZ cord-342211-y7zxipiz 135 7 over over IN cord-342211-y7zxipiz 135 8 a a DT cord-342211-y7zxipiz 135 9 period period NN cord-342211-y7zxipiz 135 10 of of IN cord-342211-y7zxipiz 135 11 500 500 CD cord-342211-y7zxipiz 135 12 days day NNS cord-342211-y7zxipiz 135 13 with with IN cord-342211-y7zxipiz 135 14 an an DT cord-342211-y7zxipiz 135 15 initial initial JJ cord-342211-y7zxipiz 135 16 condition condition NN cord-342211-y7zxipiz 135 17 of of IN cord-342211-y7zxipiz 135 18 one one CD cord-342211-y7zxipiz 135 19 exposed expose VBN cord-342211-y7zxipiz 135 20 person person NN cord-342211-y7zxipiz 135 21 at at IN cord-342211-y7zxipiz 135 22 time time NN cord-342211-y7zxipiz 135 23 zero zero CD cord-342211-y7zxipiz 135 24 and and CC cord-342211-y7zxipiz 135 25 ! ! . cord-342211-y7zxipiz 136 1 = = NFP cord-342211-y7zxipiz 137 1 3.18 3.18 CD cord-342211-y7zxipiz 137 2 . . . cord-342211-y7zxipiz 138 1 Figure figure NN cord-342211-y7zxipiz 138 2 1 1 CD cord-342211-y7zxipiz 138 3 shows show VBZ cord-342211-y7zxipiz 138 4 the the DT cord-342211-y7zxipiz 138 5 death death NN cord-342211-y7zxipiz 138 6 rate rate NN cord-342211-y7zxipiz 138 7 , , , cord-342211-y7zxipiz 138 8 required require VBD cord-342211-y7zxipiz 138 9 ward ward NN cord-342211-y7zxipiz 138 10 and and CC cord-342211-y7zxipiz 138 11 intensive intensive JJ cord-342211-y7zxipiz 138 12 care care NN cord-342211-y7zxipiz 138 13 beds bed NNS cord-342211-y7zxipiz 138 14 , , , cord-342211-y7zxipiz 138 15 numbers number NNS cord-342211-y7zxipiz 138 16 of of IN cord-342211-y7zxipiz 138 17 susceptible susceptible JJ cord-342211-y7zxipiz 138 18 , , , cord-342211-y7zxipiz 138 19 exposed expose VBN cord-342211-y7zxipiz 138 20 , , , cord-342211-y7zxipiz 138 21 and and CC cord-342211-y7zxipiz 138 22 infectious infectious JJ cord-342211-y7zxipiz 138 23 , , , cord-342211-y7zxipiz 138 24 and and CC cord-342211-y7zxipiz 138 25 cumulative cumulative JJ cord-342211-y7zxipiz 138 26 deaths death NNS cord-342211-y7zxipiz 138 27 over over IN cord-342211-y7zxipiz 138 28 time time NN cord-342211-y7zxipiz 138 29 . . . cord-342211-y7zxipiz 139 1 Of of IN cord-342211-y7zxipiz 139 2 note note NN cord-342211-y7zxipiz 139 3 is be VBZ cord-342211-y7zxipiz 139 4 the the DT cord-342211-y7zxipiz 139 5 great great JJ cord-342211-y7zxipiz 139 6 speed speed NN cord-342211-y7zxipiz 139 7 at at IN cord-342211-y7zxipiz 139 8 which which WDT cord-342211-y7zxipiz 139 9 the the DT cord-342211-y7zxipiz 139 10 disease disease NN cord-342211-y7zxipiz 139 11 spreads spread VBZ cord-342211-y7zxipiz 139 12 , , , cord-342211-y7zxipiz 139 13 with with IN cord-342211-y7zxipiz 139 14 almost almost RB cord-342211-y7zxipiz 139 15 all all DT cord-342211-y7zxipiz 139 16 deaths death NNS cord-342211-y7zxipiz 139 17 occurring occur VBG cord-342211-y7zxipiz 139 18 within within IN cord-342211-y7zxipiz 139 19 70 70 CD cord-342211-y7zxipiz 139 20 days day NNS cord-342211-y7zxipiz 139 21 . . . cord-342211-y7zxipiz 140 1 Secondly secondly RB cord-342211-y7zxipiz 140 2 , , , cord-342211-y7zxipiz 140 3 is be VBZ cord-342211-y7zxipiz 140 4 the the DT cord-342211-y7zxipiz 140 5 fact fact NN cord-342211-y7zxipiz 140 6 that that IN cord-342211-y7zxipiz 140 7 at at IN cord-342211-y7zxipiz 140 8 the the DT cord-342211-y7zxipiz 140 9 peak peak NN cord-342211-y7zxipiz 140 10 of of IN cord-342211-y7zxipiz 140 11 the the DT cord-342211-y7zxipiz 140 12 wave wave NN cord-342211-y7zxipiz 140 13 , , , cord-342211-y7zxipiz 140 14 the the DT cord-342211-y7zxipiz 140 15 capacity capacity NN cord-342211-y7zxipiz 140 16 of of IN cord-342211-y7zxipiz 140 17 the the DT cord-342211-y7zxipiz 140 18 heath heath NNP cord-342211-y7zxipiz 140 19 service service NN cord-342211-y7zxipiz 140 20 , , , cord-342211-y7zxipiz 140 21 even even RB cord-342211-y7zxipiz 140 22 assuming assume VBG cord-342211-y7zxipiz 140 23 it -PRON- PRP cord-342211-y7zxipiz 140 24 was be VBD cord-342211-y7zxipiz 140 25 exclusively exclusively RB cord-342211-y7zxipiz 140 26 available available JJ cord-342211-y7zxipiz 140 27 to to TO cord-342211-y7zxipiz 140 28 Covid-19 covid-19 VB cord-342211-y7zxipiz 140 29 patients patient NNS cord-342211-y7zxipiz 140 30 , , , cord-342211-y7zxipiz 140 31 is be VBZ cord-342211-y7zxipiz 140 32 exceeded exceed VBN cord-342211-y7zxipiz 140 33 by by IN cord-342211-y7zxipiz 140 34 a a DT cord-342211-y7zxipiz 140 35 factor factor NN cord-342211-y7zxipiz 140 36 of of IN cord-342211-y7zxipiz 140 37 around around RB cord-342211-y7zxipiz 140 38 50 50 CD cord-342211-y7zxipiz 140 39 and and CC cord-342211-y7zxipiz 140 40 4 4 CD cord-342211-y7zxipiz 140 41 for for IN cord-342211-y7zxipiz 140 42 intensive intensive JJ cord-342211-y7zxipiz 140 43 care care NN cord-342211-y7zxipiz 140 44 and and CC cord-342211-y7zxipiz 140 45 ward ward NN cord-342211-y7zxipiz 140 46 beds bed NNS cord-342211-y7zxipiz 140 47 respectively respectively RB cord-342211-y7zxipiz 140 48 . . . cord-342211-y7zxipiz 141 1 3 3 LS cord-342211-y7zxipiz 141 2 https://www.england.nhs.uk/statistics/statistical-work-areas/covid-19-daily-deaths/ https://www.england.nhs.uk/statistics/statistical-work-areas/covid-19-daily-deaths/ NNP cord-342211-y7zxipiz 141 3 . . . cord-342211-y7zxipiz 142 1 CC CC NNP cord-342211-y7zxipiz 142 2 - - : cord-342211-y7zxipiz 142 3 BY by IN cord-342211-y7zxipiz 142 4 4.0 4.0 CD cord-342211-y7zxipiz 142 5 International international JJ cord-342211-y7zxipiz 142 6 license license NN cord-342211-y7zxipiz 143 1 It -PRON- PRP cord-342211-y7zxipiz 143 2 is be VBZ cord-342211-y7zxipiz 143 3 made make VBN cord-342211-y7zxipiz 143 4 available available JJ cord-342211-y7zxipiz 143 5 under under IN cord-342211-y7zxipiz 143 6 a a DT cord-342211-y7zxipiz 144 1 is be VBZ cord-342211-y7zxipiz 144 2 the the DT cord-342211-y7zxipiz 144 3 author author NN cord-342211-y7zxipiz 144 4 / / SYM cord-342211-y7zxipiz 144 5 funder funder NN cord-342211-y7zxipiz 144 6 , , , cord-342211-y7zxipiz 144 7 who who WP cord-342211-y7zxipiz 144 8 has have VBZ cord-342211-y7zxipiz 144 9 granted grant VBN cord-342211-y7zxipiz 144 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 144 11 a a DT cord-342211-y7zxipiz 144 12 license license NN cord-342211-y7zxipiz 144 13 to to TO cord-342211-y7zxipiz 144 14 display display VB cord-342211-y7zxipiz 144 15 the the DT cord-342211-y7zxipiz 144 16 preprint preprint NN cord-342211-y7zxipiz 144 17 in in IN cord-342211-y7zxipiz 144 18 perpetuity perpetuity NN cord-342211-y7zxipiz 144 19 . . . cord-342211-y7zxipiz 145 1 The the DT cord-342211-y7zxipiz 145 2 copyright copyright NN cord-342211-y7zxipiz 145 3 holder holder NN cord-342211-y7zxipiz 145 4 for for IN cord-342211-y7zxipiz 145 5 this this DT cord-342211-y7zxipiz 145 6 preprint preprint NN cord-342211-y7zxipiz 145 7 this this DT cord-342211-y7zxipiz 145 8 version version NN cord-342211-y7zxipiz 145 9 posted post VBN cord-342211-y7zxipiz 145 10 May May NNP cord-342211-y7zxipiz 145 11 15 15 CD cord-342211-y7zxipiz 145 12 , , , cord-342211-y7zxipiz 145 13 2020 2020 CD cord-342211-y7zxipiz 145 14 . . . cord-342211-y7zxipiz 146 1 ( ( -LRB- cord-342211-y7zxipiz 146 2 102 102 CD cord-342211-y7zxipiz 146 3 ) ) -RRB- cord-342211-y7zxipiz 146 4 232,000 232,000 CD cord-342211-y7zxipiz 146 5 ( ( -LRB- cord-342211-y7zxipiz 146 6 109 109 CD cord-342211-y7zxipiz 146 7 ) ) -RRB- cord-342211-y7zxipiz 147 1 Next next RB cord-342211-y7zxipiz 147 2 we -PRON- PRP cord-342211-y7zxipiz 147 3 consider consider VBP cord-342211-y7zxipiz 147 4 the the DT cord-342211-y7zxipiz 147 5 effect effect NN cord-342211-y7zxipiz 147 6 of of IN cord-342211-y7zxipiz 147 7 a a DT cord-342211-y7zxipiz 147 8 lockdown lockdown NN cord-342211-y7zxipiz 147 9 such such JJ cord-342211-y7zxipiz 147 10 as as IN cord-342211-y7zxipiz 147 11 the the DT cord-342211-y7zxipiz 147 12 one one NN cord-342211-y7zxipiz 147 13 implemented implement VBN cord-342211-y7zxipiz 147 14 on on IN cord-342211-y7zxipiz 147 15 23 23 CD cord-342211-y7zxipiz 147 16 March March NNP cord-342211-y7zxipiz 147 17 2020 2020 CD cord-342211-y7zxipiz 147 18 . . . cord-342211-y7zxipiz 148 1 We -PRON- PRP cord-342211-y7zxipiz 148 2 used use VBD cord-342211-y7zxipiz 148 3 death death NN cord-342211-y7zxipiz 148 4 data datum NNS cord-342211-y7zxipiz 148 5 for for IN cord-342211-y7zxipiz 148 6 the the DT cord-342211-y7zxipiz 148 7 period period NN cord-342211-y7zxipiz 148 8 15 15 CD cord-342211-y7zxipiz 148 9 to to TO cord-342211-y7zxipiz 148 10 30 30 CD cord-342211-y7zxipiz 148 11 April April NNP cord-342211-y7zxipiz 148 12 to to TO cord-342211-y7zxipiz 148 13 estimate estimate VB cord-342211-y7zxipiz 148 14 = = SYM cord-342211-y7zxipiz 148 15 −0.054 −0.054 FW cord-342211-y7zxipiz 148 16 , , , cord-342211-y7zxipiz 148 17 with with IN cord-342211-y7zxipiz 148 18 95 95 CD cord-342211-y7zxipiz 148 19 % % NN cord-342211-y7zxipiz 148 20 confidence confidence NN cord-342211-y7zxipiz 148 21 interval interval NN cord-342211-y7zxipiz 148 22 ( ( -LRB- cord-342211-y7zxipiz 148 23 -0.058 -0.058 NNP cord-342211-y7zxipiz 148 24 , , , cord-342211-y7zxipiz 148 25 -0.050 -0.050 NNP cord-342211-y7zxipiz 148 26 ) ) -RRB- cord-342211-y7zxipiz 148 27 and and CC cord-342211-y7zxipiz 148 28 an an DT cord-342211-y7zxipiz 148 29 explanatory explanatory JJ cord-342211-y7zxipiz 148 30 $ $ $ cord-342211-y7zxipiz 148 31 of of IN cord-342211-y7zxipiz 148 32 0.96 0.96 CD cord-342211-y7zxipiz 148 33 . . . cord-342211-y7zxipiz 149 1 Thus thus RB cord-342211-y7zxipiz 149 2 , , , cord-342211-y7zxipiz 149 3 the the DT cord-342211-y7zxipiz 149 4 estimated estimate VBN cord-342211-y7zxipiz 149 5 halving halve VBG cord-342211-y7zxipiz 149 6 time time NN cord-342211-y7zxipiz 149 7 in in IN cord-342211-y7zxipiz 149 8 declining decline VBG cord-342211-y7zxipiz 149 9 the the DT cord-342211-y7zxipiz 149 10 peak peak NN cord-342211-y7zxipiz 149 11 , , , cord-342211-y7zxipiz 149 12 once once IN cord-342211-y7zxipiz 149 13 the the DT cord-342211-y7zxipiz 149 14 effect effect NN cord-342211-y7zxipiz 149 15 of of IN cord-342211-y7zxipiz 149 16 the the DT cord-342211-y7zxipiz 149 17 previous previous JJ cord-342211-y7zxipiz 149 18 ! ! . cord-342211-y7zxipiz 150 1 of of IN cord-342211-y7zxipiz 150 2 3.18 3.18 CD cord-342211-y7zxipiz 150 3 has have VBZ cord-342211-y7zxipiz 150 4 been be VBN cord-342211-y7zxipiz 150 5 largely largely RB cord-342211-y7zxipiz 150 6 eliminated eliminate VBN cord-342211-y7zxipiz 150 7 , , , cord-342211-y7zxipiz 150 8 is be VBZ cord-342211-y7zxipiz 150 9 Exposed expose VBN cord-342211-y7zxipiz 150 10 and and CC cord-342211-y7zxipiz 150 11 Infectious Infectious NNP cord-342211-y7zxipiz 150 12 . . . cord-342211-y7zxipiz 151 1 CC CC NNP cord-342211-y7zxipiz 151 2 - - : cord-342211-y7zxipiz 151 3 BY by IN cord-342211-y7zxipiz 151 4 4.0 4.0 CD cord-342211-y7zxipiz 151 5 International international JJ cord-342211-y7zxipiz 151 6 license license NN cord-342211-y7zxipiz 152 1 It -PRON- PRP cord-342211-y7zxipiz 152 2 is be VBZ cord-342211-y7zxipiz 152 3 made make VBN cord-342211-y7zxipiz 152 4 available available JJ cord-342211-y7zxipiz 152 5 under under IN cord-342211-y7zxipiz 152 6 a a DT cord-342211-y7zxipiz 153 1 is be VBZ cord-342211-y7zxipiz 153 2 the the DT cord-342211-y7zxipiz 153 3 author author NN cord-342211-y7zxipiz 153 4 / / SYM cord-342211-y7zxipiz 153 5 funder funder NN cord-342211-y7zxipiz 153 6 , , , cord-342211-y7zxipiz 153 7 who who WP cord-342211-y7zxipiz 153 8 has have VBZ cord-342211-y7zxipiz 153 9 granted grant VBN cord-342211-y7zxipiz 153 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 153 11 a a DT cord-342211-y7zxipiz 153 12 license license NN cord-342211-y7zxipiz 153 13 to to TO cord-342211-y7zxipiz 153 14 display display VB cord-342211-y7zxipiz 153 15 the the DT cord-342211-y7zxipiz 153 16 preprint preprint NN cord-342211-y7zxipiz 153 17 in in IN cord-342211-y7zxipiz 153 18 perpetuity perpetuity NN cord-342211-y7zxipiz 153 19 . . . cord-342211-y7zxipiz 154 1 The the DT cord-342211-y7zxipiz 154 2 copyright copyright NN cord-342211-y7zxipiz 154 3 holder holder NN cord-342211-y7zxipiz 154 4 for for IN cord-342211-y7zxipiz 154 5 this this DT cord-342211-y7zxipiz 154 6 preprint preprint NN cord-342211-y7zxipiz 154 7 this this DT cord-342211-y7zxipiz 154 8 version version NN cord-342211-y7zxipiz 154 9 posted post VBN cord-342211-y7zxipiz 154 10 May May NNP cord-342211-y7zxipiz 154 11 15 15 CD cord-342211-y7zxipiz 154 12 , , , cord-342211-y7zxipiz 154 13 2020 2020 CD cord-342211-y7zxipiz 154 14 . . . cord-342211-y7zxipiz 154 15 . . . cord-342211-y7zxipiz 155 1 https://doi.org/10.1101/2020.05.09.20096859 https://doi.org/10.1101/2020.05.09.20096859 NNP cord-342211-y7zxipiz 155 2 doi doi NN cord-342211-y7zxipiz 155 3 : : : cord-342211-y7zxipiz 156 1 medRxiv medRxiv NNS cord-342211-y7zxipiz 156 2 preprint preprint NN cord-342211-y7zxipiz 156 3 from from IN cord-342211-y7zxipiz 156 4 a a DT cord-342211-y7zxipiz 156 5 behavioural behavioural JJ cord-342211-y7zxipiz 156 6 survey survey NN cord-342211-y7zxipiz 156 7 of of IN cord-342211-y7zxipiz 156 8 people people NNS cord-342211-y7zxipiz 156 9 's 's POS cord-342211-y7zxipiz 156 10 distancing distance VBG cord-342211-y7zxipiz 156 11 following follow VBG cord-342211-y7zxipiz 156 12 lockdown lockdown NN cord-342211-y7zxipiz 156 13 . . . cord-342211-y7zxipiz 157 1 Table table NN cord-342211-y7zxipiz 157 2 2 2 CD cord-342211-y7zxipiz 157 3 shows show VBZ cord-342211-y7zxipiz 157 4 summary summary NN cord-342211-y7zxipiz 157 5 statistics statistic NNS cord-342211-y7zxipiz 157 6 and and CC cord-342211-y7zxipiz 157 7 figure figure NN cord-342211-y7zxipiz 157 8 2 2 CD cord-342211-y7zxipiz 157 9 the the DT cord-342211-y7zxipiz 157 10 associated associate VBN cord-342211-y7zxipiz 157 11 graphs graph NNS cord-342211-y7zxipiz 157 12 . . . cord-342211-y7zxipiz 158 1 ( ( -LRB- cord-342211-y7zxipiz 158 2 92 92 CD cord-342211-y7zxipiz 158 3 ) ) -RRB- cord-342211-y7zxipiz 159 1 Of of IN cord-342211-y7zxipiz 159 2 note note NN cord-342211-y7zxipiz 159 3 is be VBZ cord-342211-y7zxipiz 159 4 the the DT cord-342211-y7zxipiz 159 5 speed speed NN cord-342211-y7zxipiz 159 6 at at IN cord-342211-y7zxipiz 159 7 which which WDT cord-342211-y7zxipiz 159 8 peak peak NN cord-342211-y7zxipiz 159 9 death death NN cord-342211-y7zxipiz 159 10 rate rate NN cord-342211-y7zxipiz 159 11 is be VBZ cord-342211-y7zxipiz 159 12 reached reach VBN cord-342211-y7zxipiz 159 13 , , , cord-342211-y7zxipiz 159 14 some some DT cord-342211-y7zxipiz 159 15 16 16 CD cord-342211-y7zxipiz 159 16 days day NNS cord-342211-y7zxipiz 159 17 after after IN cord-342211-y7zxipiz 159 18 starting start VBG cord-342211-y7zxipiz 159 19 suppression suppression NN cord-342211-y7zxipiz 159 20 . . . cord-342211-y7zxipiz 160 1 Figure figure NN cord-342211-y7zxipiz 160 2 2 2 CD cord-342211-y7zxipiz 160 3 Suppression suppression NN cord-342211-y7zxipiz 160 4 to to IN cord-342211-y7zxipiz 160 5 ! ! . cord-342211-y7zxipiz 160 6 = = SYM cord-342211-y7zxipiz 160 7 0.60 0.60 CD cord-342211-y7zxipiz 160 8 on on IN cord-342211-y7zxipiz 160 9 day day NN cord-342211-y7zxipiz 160 10 72 72 CD cord-342211-y7zxipiz 161 1 We -PRON- PRP cord-342211-y7zxipiz 161 2 note note VBP cord-342211-y7zxipiz 161 3 that that IN cord-342211-y7zxipiz 161 4 ICU ICU NNP cord-342211-y7zxipiz 161 5 capacity capacity NN cord-342211-y7zxipiz 161 6 is be VBZ cord-342211-y7zxipiz 161 7 exceeded exceed VBN cord-342211-y7zxipiz 161 8 by by IN cord-342211-y7zxipiz 161 9 a a DT cord-342211-y7zxipiz 161 10 factor factor NN cord-342211-y7zxipiz 161 11 of of IN cord-342211-y7zxipiz 161 12 3 3 CD cord-342211-y7zxipiz 161 13 , , , cord-342211-y7zxipiz 161 14 while while IN cord-342211-y7zxipiz 161 15 ward ward NN cord-342211-y7zxipiz 161 16 bed bed NN cord-342211-y7zxipiz 161 17 demand demand NN cord-342211-y7zxipiz 161 18 is be VBZ cord-342211-y7zxipiz 161 19 approximately approximately RB cord-342211-y7zxipiz 161 20 25 25 CD cord-342211-y7zxipiz 161 21 % % NN cord-342211-y7zxipiz 161 22 of of IN cord-342211-y7zxipiz 161 23 capacity capacity NN cord-342211-y7zxipiz 161 24 . . . cord-342211-y7zxipiz 162 1 Exposed exposed JJ cord-342211-y7zxipiz 162 2 and and CC cord-342211-y7zxipiz 162 3 Infectious Infectious NNP cord-342211-y7zxipiz 162 4 . . . cord-342211-y7zxipiz 163 1 CC CC NNP cord-342211-y7zxipiz 163 2 - - : cord-342211-y7zxipiz 163 3 BY by IN cord-342211-y7zxipiz 163 4 4.0 4.0 CD cord-342211-y7zxipiz 163 5 International international JJ cord-342211-y7zxipiz 163 6 license license NN cord-342211-y7zxipiz 164 1 It -PRON- PRP cord-342211-y7zxipiz 164 2 is be VBZ cord-342211-y7zxipiz 164 3 made make VBN cord-342211-y7zxipiz 164 4 available available JJ cord-342211-y7zxipiz 164 5 under under IN cord-342211-y7zxipiz 164 6 a a DT cord-342211-y7zxipiz 165 1 is be VBZ cord-342211-y7zxipiz 165 2 the the DT cord-342211-y7zxipiz 165 3 author author NN cord-342211-y7zxipiz 165 4 / / SYM cord-342211-y7zxipiz 165 5 funder funder NN cord-342211-y7zxipiz 165 6 , , , cord-342211-y7zxipiz 165 7 who who WP cord-342211-y7zxipiz 165 8 has have VBZ cord-342211-y7zxipiz 165 9 granted grant VBN cord-342211-y7zxipiz 165 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 165 11 a a DT cord-342211-y7zxipiz 165 12 license license NN cord-342211-y7zxipiz 165 13 to to TO cord-342211-y7zxipiz 165 14 display display VB cord-342211-y7zxipiz 165 15 the the DT cord-342211-y7zxipiz 165 16 preprint preprint NN cord-342211-y7zxipiz 165 17 in in IN cord-342211-y7zxipiz 165 18 perpetuity perpetuity NN cord-342211-y7zxipiz 165 19 . . . cord-342211-y7zxipiz 166 1 The the DT cord-342211-y7zxipiz 166 2 copyright copyright NN cord-342211-y7zxipiz 166 3 holder holder NN cord-342211-y7zxipiz 166 4 for for IN cord-342211-y7zxipiz 166 5 this this DT cord-342211-y7zxipiz 166 6 preprint preprint NN cord-342211-y7zxipiz 166 7 this this DT cord-342211-y7zxipiz 166 8 version version NN cord-342211-y7zxipiz 166 9 posted post VBN cord-342211-y7zxipiz 166 10 May May NNP cord-342211-y7zxipiz 166 11 15 15 CD cord-342211-y7zxipiz 166 12 , , , cord-342211-y7zxipiz 166 13 2020 2020 CD cord-342211-y7zxipiz 166 14 . . . cord-342211-y7zxipiz 166 15 . . . cord-342211-y7zxipiz 167 1 https://doi.org/10.1101 https://doi.org/10.1101 NNP cord-342211-y7zxipiz 167 2 _SP cord-342211-y7zxipiz 168 1 Now now RB cord-342211-y7zxipiz 168 2 suppose suppose VB cord-342211-y7zxipiz 168 3 that that IN cord-342211-y7zxipiz 168 4 the the DT cord-342211-y7zxipiz 168 5 suppression suppression NN cord-342211-y7zxipiz 168 6 in in IN cord-342211-y7zxipiz 168 7 table table NN cord-342211-y7zxipiz 168 8 2 2 CD cord-342211-y7zxipiz 168 9 takes take VBZ cord-342211-y7zxipiz 168 10 place place NN cord-342211-y7zxipiz 168 11 one one CD cord-342211-y7zxipiz 168 12 week week NN cord-342211-y7zxipiz 168 13 earlier early RBR cord-342211-y7zxipiz 168 14 on on IN cord-342211-y7zxipiz 168 15 day day NN cord-342211-y7zxipiz 168 16 65 65 CD cord-342211-y7zxipiz 168 17 . . . cord-342211-y7zxipiz 169 1 Table table NN cord-342211-y7zxipiz 169 2 3 3 CD cord-342211-y7zxipiz 169 3 and and CC cord-342211-y7zxipiz 169 4 figure figure VB cord-342211-y7zxipiz 169 5 3 3 CD cord-342211-y7zxipiz 169 6 show show VBP cord-342211-y7zxipiz 169 7 the the DT cord-342211-y7zxipiz 169 8 model model NN cord-342211-y7zxipiz 169 9 results result NNS cord-342211-y7zxipiz 169 10 ( ( -LRB- cord-342211-y7zxipiz 169 11 84 84 CD cord-342211-y7zxipiz 169 12 ) ) -RRB- cord-342211-y7zxipiz 170 1 We -PRON- PRP cord-342211-y7zxipiz 170 2 see see VBP cord-342211-y7zxipiz 170 3 a a DT cord-342211-y7zxipiz 170 4 very very RB cord-342211-y7zxipiz 170 5 large large JJ cord-342211-y7zxipiz 170 6 reduction reduction NN cord-342211-y7zxipiz 170 7 in in IN cord-342211-y7zxipiz 170 8 absolute absolute JJ cord-342211-y7zxipiz 170 9 death death NN cord-342211-y7zxipiz 170 10 numbers number NNS cord-342211-y7zxipiz 170 11 from from IN cord-342211-y7zxipiz 170 12 around around RB cord-342211-y7zxipiz 170 13 39,000 39,000 CD cord-342211-y7zxipiz 170 14 to to IN cord-342211-y7zxipiz 170 15 11,000 11,000 CD cord-342211-y7zxipiz 170 16 , , , cord-342211-y7zxipiz 170 17 This this DT cord-342211-y7zxipiz 170 18 extreme extreme JJ cord-342211-y7zxipiz 170 19 sensitivity sensitivity NN cord-342211-y7zxipiz 170 20 is be VBZ cord-342211-y7zxipiz 170 21 a a DT cord-342211-y7zxipiz 170 22 result result NN cord-342211-y7zxipiz 170 23 of of IN cord-342211-y7zxipiz 170 24 the the DT cord-342211-y7zxipiz 170 25 exponential exponential JJ cord-342211-y7zxipiz 170 26 rise rise NN cord-342211-y7zxipiz 170 27 in in IN cord-342211-y7zxipiz 170 28 infectious infectious JJ cord-342211-y7zxipiz 170 29 numbers number NNS cord-342211-y7zxipiz 170 30 and and CC cord-342211-y7zxipiz 170 31 in in IN cord-342211-y7zxipiz 170 32 hindsight hindsight NN cord-342211-y7zxipiz 170 33 clearly clearly RB cord-342211-y7zxipiz 170 34 illustrates illustrate VBZ cord-342211-y7zxipiz 170 35 that that IN cord-342211-y7zxipiz 170 36 earlier early JJR cord-342211-y7zxipiz 170 37 action action NN cord-342211-y7zxipiz 170 38 was be VBD cord-342211-y7zxipiz 170 39 needed need VBN cord-342211-y7zxipiz 170 40 and and CC cord-342211-y7zxipiz 170 41 would would MD cord-342211-y7zxipiz 170 42 have have VB cord-342211-y7zxipiz 170 43 saved save VBN cord-342211-y7zxipiz 170 44 many many JJ cord-342211-y7zxipiz 170 45 lives life NNS cord-342211-y7zxipiz 170 46 . . . cord-342211-y7zxipiz 171 1 The the DT cord-342211-y7zxipiz 171 2 peak peak NN cord-342211-y7zxipiz 171 3 death death NN cord-342211-y7zxipiz 171 4 rate rate NN cord-342211-y7zxipiz 171 5 occurs occur VBZ cord-342211-y7zxipiz 171 6 16 16 CD cord-342211-y7zxipiz 171 7 days day NNS cord-342211-y7zxipiz 171 8 after after IN cord-342211-y7zxipiz 171 9 the the DT cord-342211-y7zxipiz 171 10 beginning beginning NN cord-342211-y7zxipiz 171 11 of of IN cord-342211-y7zxipiz 171 12 suppression suppression NN cord-342211-y7zxipiz 171 13 . . . cord-342211-y7zxipiz 172 1 Exposed exposed JJ cord-342211-y7zxipiz 172 2 and and CC cord-342211-y7zxipiz 172 3 Infectious Infectious NNP cord-342211-y7zxipiz 172 4 . . . cord-342211-y7zxipiz 173 1 CC CC NNP cord-342211-y7zxipiz 173 2 - - : cord-342211-y7zxipiz 173 3 BY by IN cord-342211-y7zxipiz 173 4 4.0 4.0 CD cord-342211-y7zxipiz 173 5 International international JJ cord-342211-y7zxipiz 173 6 license license NN cord-342211-y7zxipiz 174 1 It -PRON- PRP cord-342211-y7zxipiz 174 2 is be VBZ cord-342211-y7zxipiz 174 3 made make VBN cord-342211-y7zxipiz 174 4 available available JJ cord-342211-y7zxipiz 174 5 under under IN cord-342211-y7zxipiz 174 6 a a DT cord-342211-y7zxipiz 175 1 is be VBZ cord-342211-y7zxipiz 175 2 the the DT cord-342211-y7zxipiz 175 3 author author NN cord-342211-y7zxipiz 175 4 / / SYM cord-342211-y7zxipiz 175 5 funder funder NN cord-342211-y7zxipiz 175 6 , , , cord-342211-y7zxipiz 175 7 who who WP cord-342211-y7zxipiz 175 8 has have VBZ cord-342211-y7zxipiz 175 9 granted grant VBN cord-342211-y7zxipiz 175 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 175 11 a a DT cord-342211-y7zxipiz 175 12 license license NN cord-342211-y7zxipiz 175 13 to to TO cord-342211-y7zxipiz 175 14 display display VB cord-342211-y7zxipiz 175 15 the the DT cord-342211-y7zxipiz 175 16 preprint preprint NN cord-342211-y7zxipiz 175 17 in in IN cord-342211-y7zxipiz 175 18 perpetuity perpetuity NN cord-342211-y7zxipiz 175 19 . . . cord-342211-y7zxipiz 176 1 The the DT cord-342211-y7zxipiz 176 2 copyright copyright NN cord-342211-y7zxipiz 176 3 holder holder NN cord-342211-y7zxipiz 176 4 for for IN cord-342211-y7zxipiz 176 5 this this DT cord-342211-y7zxipiz 176 6 preprint preprint NN cord-342211-y7zxipiz 176 7 this this DT cord-342211-y7zxipiz 176 8 version version NN cord-342211-y7zxipiz 176 9 posted post VBN cord-342211-y7zxipiz 176 10 May May NNP cord-342211-y7zxipiz 176 11 15 15 CD cord-342211-y7zxipiz 176 12 , , , cord-342211-y7zxipiz 176 13 2020 2020 CD cord-342211-y7zxipiz 176 14 . . . cord-342211-y7zxipiz 176 15 . . . cord-342211-y7zxipiz 177 1 https://doi.org/10.1101 https://doi.org/10.1101 NNP cord-342211-y7zxipiz 177 2 9 9 CD cord-342211-y7zxipiz 177 3 . . . cord-342211-y7zxipiz 178 1 Releasing release VBG cord-342211-y7zxipiz 178 2 the the DT cord-342211-y7zxipiz 178 3 suppression suppression NN cord-342211-y7zxipiz 178 4 to to IN cord-342211-y7zxipiz 178 5 a a DT cord-342211-y7zxipiz 178 6 relaxed relaxed JJ cord-342211-y7zxipiz 178 7 of of IN cord-342211-y7zxipiz 178 8 1.5 1.5 CD cord-342211-y7zxipiz 178 9 A a DT cord-342211-y7zxipiz 178 10 lockdown lockdown NN cord-342211-y7zxipiz 178 11 to to IN cord-342211-y7zxipiz 178 12 an an DT cord-342211-y7zxipiz 178 13 ! ! . cord-342211-y7zxipiz 179 1 of of IN cord-342211-y7zxipiz 179 2 0.60 0.60 CD cord-342211-y7zxipiz 179 3 from from IN cord-342211-y7zxipiz 179 4 day day NN cord-342211-y7zxipiz 179 5 72 72 CD cord-342211-y7zxipiz 179 6 to to IN cord-342211-y7zxipiz 179 7 day day NN cord-342211-y7zxipiz 179 8 500 500 CD cord-342211-y7zxipiz 179 9 is be VBZ cord-342211-y7zxipiz 179 10 unrealistic unrealistic JJ cord-342211-y7zxipiz 179 11 as as IN cord-342211-y7zxipiz 179 12 it -PRON- PRP cord-342211-y7zxipiz 179 13 causes cause VBZ cord-342211-y7zxipiz 179 14 great great JJ cord-342211-y7zxipiz 179 15 economic economic JJ cord-342211-y7zxipiz 179 16 and and CC cord-342211-y7zxipiz 179 17 societal societal JJ cord-342211-y7zxipiz 179 18 damage damage NN cord-342211-y7zxipiz 179 19 as as RB cord-342211-y7zxipiz 179 20 well well RB cord-342211-y7zxipiz 179 21 as as IN cord-342211-y7zxipiz 179 22 increasing increase VBG cord-342211-y7zxipiz 179 23 other other JJ cord-342211-y7zxipiz 179 24 mortality mortality NN cord-342211-y7zxipiz 179 25 and and CC cord-342211-y7zxipiz 179 26 morbidity morbidity NN cord-342211-y7zxipiz 179 27 . . . cord-342211-y7zxipiz 180 1 Now now RB cord-342211-y7zxipiz 180 2 suppose suppose VB cord-342211-y7zxipiz 180 3 that that IN cord-342211-y7zxipiz 180 4 the the DT cord-342211-y7zxipiz 180 5 suppression suppression NN cord-342211-y7zxipiz 180 6 of of IN cord-342211-y7zxipiz 180 7 figure figure NN cord-342211-y7zxipiz 180 8 2 2 CD cord-342211-y7zxipiz 180 9 is be VBZ cord-342211-y7zxipiz 180 10 released release VBN cord-342211-y7zxipiz 180 11 to to IN cord-342211-y7zxipiz 180 12 a a DT cord-342211-y7zxipiz 180 13 more more RBR cord-342211-y7zxipiz 180 14 relaxed relaxed JJ cord-342211-y7zxipiz 180 15 ! ! . cord-342211-y7zxipiz 181 1 of of IN cord-342211-y7zxipiz 181 2 1.5 1.5 CD cord-342211-y7zxipiz 181 3 between between IN cord-342211-y7zxipiz 181 4 days day NNS cord-342211-y7zxipiz 181 5 200 200 CD cord-342211-y7zxipiz 181 6 and and CC cord-342211-y7zxipiz 181 7 300 300 CD cord-342211-y7zxipiz 181 8 . . . cord-342211-y7zxipiz 182 1 That that DT cord-342211-y7zxipiz 182 2 will will MD cord-342211-y7zxipiz 182 3 mean mean VB cord-342211-y7zxipiz 182 4 there there EX cord-342211-y7zxipiz 182 5 is be VBZ cord-342211-y7zxipiz 182 6 a a DT cord-342211-y7zxipiz 182 7 second second JJ cord-342211-y7zxipiz 182 8 wave wave NN cord-342211-y7zxipiz 183 1 so so RB cord-342211-y7zxipiz 183 2 we -PRON- PRP cord-342211-y7zxipiz 183 3 limit limit VBP cord-342211-y7zxipiz 183 4 its -PRON- PRP$ cord-342211-y7zxipiz 183 5 effect effect NN cord-342211-y7zxipiz 183 6 by by IN cord-342211-y7zxipiz 183 7 suppressing suppress VBG cord-342211-y7zxipiz 183 8 again again RB cord-342211-y7zxipiz 183 9 to to IN cord-342211-y7zxipiz 183 10 ! ! . cord-342211-y7zxipiz 184 1 of of IN cord-342211-y7zxipiz 184 2 0.60 0.60 CD cord-342211-y7zxipiz 184 3 between between IN cord-342211-y7zxipiz 184 4 days day NNS cord-342211-y7zxipiz 184 5 300 300 CD cord-342211-y7zxipiz 184 6 and and CC cord-342211-y7zxipiz 184 7 500 500 CD cord-342211-y7zxipiz 184 8 . . . cord-342211-y7zxipiz 185 1 The the DT cord-342211-y7zxipiz 185 2 results result NNS cord-342211-y7zxipiz 185 3 are be VBP cord-342211-y7zxipiz 185 4 shown show VBN cord-342211-y7zxipiz 185 5 in in IN cord-342211-y7zxipiz 185 6 table table NN cord-342211-y7zxipiz 185 7 4 4 CD cord-342211-y7zxipiz 185 8 and and CC cord-342211-y7zxipiz 185 9 figure figure NN cord-342211-y7zxipiz 185 10 4 4 CD cord-342211-y7zxipiz 185 11 . . . cord-342211-y7zxipiz 185 12 . . . cord-342211-y7zxipiz 186 1 CC CC NNP cord-342211-y7zxipiz 186 2 - - : cord-342211-y7zxipiz 186 3 BY by IN cord-342211-y7zxipiz 186 4 4.0 4.0 CD cord-342211-y7zxipiz 186 5 International international JJ cord-342211-y7zxipiz 186 6 license license NN cord-342211-y7zxipiz 187 1 It -PRON- PRP cord-342211-y7zxipiz 187 2 is be VBZ cord-342211-y7zxipiz 187 3 made make VBN cord-342211-y7zxipiz 187 4 available available JJ cord-342211-y7zxipiz 187 5 under under IN cord-342211-y7zxipiz 187 6 a a DT cord-342211-y7zxipiz 188 1 is be VBZ cord-342211-y7zxipiz 188 2 the the DT cord-342211-y7zxipiz 188 3 author author NN cord-342211-y7zxipiz 188 4 / / SYM cord-342211-y7zxipiz 188 5 funder funder NN cord-342211-y7zxipiz 188 6 , , , cord-342211-y7zxipiz 188 7 who who WP cord-342211-y7zxipiz 188 8 has have VBZ cord-342211-y7zxipiz 188 9 granted grant VBN cord-342211-y7zxipiz 188 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 188 11 a a DT cord-342211-y7zxipiz 188 12 license license NN cord-342211-y7zxipiz 188 13 to to TO cord-342211-y7zxipiz 188 14 display display VB cord-342211-y7zxipiz 188 15 the the DT cord-342211-y7zxipiz 188 16 preprint preprint NN cord-342211-y7zxipiz 188 17 in in IN cord-342211-y7zxipiz 188 18 perpetuity perpetuity NN cord-342211-y7zxipiz 188 19 . . . cord-342211-y7zxipiz 189 1 The the DT cord-342211-y7zxipiz 189 2 copyright copyright NN cord-342211-y7zxipiz 189 3 holder holder NN cord-342211-y7zxipiz 189 4 for for IN cord-342211-y7zxipiz 189 5 this this DT cord-342211-y7zxipiz 189 6 preprint preprint NN cord-342211-y7zxipiz 189 7 this this DT cord-342211-y7zxipiz 189 8 version version NN cord-342211-y7zxipiz 189 9 posted post VBN cord-342211-y7zxipiz 189 10 May May NNP cord-342211-y7zxipiz 189 11 15 15 CD cord-342211-y7zxipiz 189 12 , , , cord-342211-y7zxipiz 189 13 2020 2020 CD cord-342211-y7zxipiz 189 14 . . . cord-342211-y7zxipiz 189 15 . . . cord-342211-y7zxipiz 190 1 https://doi.org/10.1101 https://doi.org/10.1101 NNP cord-342211-y7zxipiz 191 1 The the DT cord-342211-y7zxipiz 191 2 total total JJ cord-342211-y7zxipiz 191 3 deaths death NNS cord-342211-y7zxipiz 191 4 have have VBP cord-342211-y7zxipiz 191 5 been be VBN cord-342211-y7zxipiz 191 6 limited limit VBN cord-342211-y7zxipiz 191 7 to to IN cord-342211-y7zxipiz 191 8 around around RB cord-342211-y7zxipiz 191 9 43,000 43,000 CD cord-342211-y7zxipiz 191 10 by by IN cord-342211-y7zxipiz 191 11 driving drive VBG cord-342211-y7zxipiz 191 12 down down RP cord-342211-y7zxipiz 191 13 infectious infectious JJ cord-342211-y7zxipiz 191 14 numbers number NNS cord-342211-y7zxipiz 191 15 to to IN cord-342211-y7zxipiz 191 16 very very RB cord-342211-y7zxipiz 191 17 low low JJ cord-342211-y7zxipiz 191 18 levels level NNS cord-342211-y7zxipiz 191 19 in in IN cord-342211-y7zxipiz 191 20 the the DT cord-342211-y7zxipiz 191 21 first first JJ cord-342211-y7zxipiz 191 22 wave wave NN cord-342211-y7zxipiz 191 23 . . . cord-342211-y7zxipiz 192 1 The the DT cord-342211-y7zxipiz 192 2 first first JJ cord-342211-y7zxipiz 192 3 suppression suppression NN cord-342211-y7zxipiz 192 4 was be VBD cord-342211-y7zxipiz 192 5 released release VBN cord-342211-y7zxipiz 192 6 on on IN cord-342211-y7zxipiz 192 7 day day NN cord-342211-y7zxipiz 192 8 200 200 CD cord-342211-y7zxipiz 192 9 . . . cord-342211-y7zxipiz 193 1 What what WP cord-342211-y7zxipiz 193 2 happens happen VBZ cord-342211-y7zxipiz 193 3 if if IN cord-342211-y7zxipiz 193 4 the the DT cord-342211-y7zxipiz 193 5 release release NN cord-342211-y7zxipiz 193 6 from from IN cord-342211-y7zxipiz 193 7 the the DT cord-342211-y7zxipiz 193 8 first first JJ cord-342211-y7zxipiz 193 9 suppression suppression NN cord-342211-y7zxipiz 193 10 is be VBZ cord-342211-y7zxipiz 193 11 brought bring VBN cord-342211-y7zxipiz 193 12 forward forward RB cord-342211-y7zxipiz 193 13 from from IN cord-342211-y7zxipiz 193 14 day day NN cord-342211-y7zxipiz 193 15 200 200 CD cord-342211-y7zxipiz 193 16 to to IN cord-342211-y7zxipiz 193 17 day day NN cord-342211-y7zxipiz 193 18 190 190 CD cord-342211-y7zxipiz 193 19 ? ? . cord-342211-y7zxipiz 194 1 Table table NN cord-342211-y7zxipiz 194 2 5 5 CD cord-342211-y7zxipiz 194 3 and and CC cord-342211-y7zxipiz 194 4 figure figure VB cord-342211-y7zxipiz 194 5 5 5 CD cord-342211-y7zxipiz 194 6 show show VBP cord-342211-y7zxipiz 194 7 the the DT cord-342211-y7zxipiz 194 8 results result NNS cord-342211-y7zxipiz 194 9 . . . cord-342211-y7zxipiz 195 1 Exposed exposed JJ cord-342211-y7zxipiz 195 2 and and CC cord-342211-y7zxipiz 195 3 Infectious Infectious NNP cord-342211-y7zxipiz 195 4 _SP cord-342211-y7zxipiz 195 5 Ward Ward NNP cord-342211-y7zxipiz 195 6 Beds Beds NNP cord-342211-y7zxipiz 195 7 Intensive Intensive NNP cord-342211-y7zxipiz 195 8 Care Care NNP cord-342211-y7zxipiz 195 9 Beds Beds NNPS cord-342211-y7zxipiz 195 10 Ward Ward NNP cord-342211-y7zxipiz 195 11 Capacity Capacity NNP cord-342211-y7zxipiz 195 12 ICU ICU NNP cord-342211-y7zxipiz 195 13 Capacity Capacity NNP cord-342211-y7zxipiz 195 14 . . . cord-342211-y7zxipiz 196 1 CC CC NNP cord-342211-y7zxipiz 196 2 - - : cord-342211-y7zxipiz 196 3 BY by IN cord-342211-y7zxipiz 196 4 4.0 4.0 CD cord-342211-y7zxipiz 196 5 International international JJ cord-342211-y7zxipiz 196 6 license license NN cord-342211-y7zxipiz 197 1 It -PRON- PRP cord-342211-y7zxipiz 197 2 is be VBZ cord-342211-y7zxipiz 197 3 made make VBN cord-342211-y7zxipiz 197 4 available available JJ cord-342211-y7zxipiz 197 5 under under IN cord-342211-y7zxipiz 197 6 a a DT cord-342211-y7zxipiz 198 1 is be VBZ cord-342211-y7zxipiz 198 2 the the DT cord-342211-y7zxipiz 198 3 author author NN cord-342211-y7zxipiz 198 4 / / SYM cord-342211-y7zxipiz 198 5 funder funder NN cord-342211-y7zxipiz 198 6 , , , cord-342211-y7zxipiz 198 7 who who WP cord-342211-y7zxipiz 198 8 has have VBZ cord-342211-y7zxipiz 198 9 granted grant VBN cord-342211-y7zxipiz 198 10 medRxiv medRxiv NNS cord-342211-y7zxipiz 198 11 a a DT cord-342211-y7zxipiz 198 12 license license NN cord-342211-y7zxipiz 198 13 to to TO cord-342211-y7zxipiz 198 14 display display VB cord-342211-y7zxipiz 198 15 the the DT cord-342211-y7zxipiz 198 16 preprint preprint NN cord-342211-y7zxipiz 198 17 in in IN cord-342211-y7zxipiz 198 18 perpetuity perpetuity NN cord-342211-y7zxipiz 198 19 . . . cord-342211-y7zxipiz 199 1 The the DT cord-342211-y7zxipiz 199 2 copyright copyright NN cord-342211-y7zxipiz 199 3 holder holder NN cord-342211-y7zxipiz 199 4 for for IN cord-342211-y7zxipiz 199 5 this this DT cord-342211-y7zxipiz 199 6 preprint preprint NN cord-342211-y7zxipiz 199 7 this this DT cord-342211-y7zxipiz 199 8 version version NN cord-342211-y7zxipiz 199 9 posted post VBN cord-342211-y7zxipiz 199 10 May May NNP cord-342211-y7zxipiz 199 11 15 15 CD cord-342211-y7zxipiz 199 12 , , , cord-342211-y7zxipiz 199 13 2020 2020 CD cord-342211-y7zxipiz 199 14 . . . cord-342211-y7zxipiz 199 15 . . . cord-342211-y7zxipiz 200 1 https://doi.org/10.1101 https://doi.org/10.1101 NNP cord-342211-y7zxipiz 201 1 We -PRON- PRP cord-342211-y7zxipiz 201 2 note note VBP cord-342211-y7zxipiz 201 3 that that IN cord-342211-y7zxipiz 201 4 the the DT cord-342211-y7zxipiz 201 5 number number NN cord-342211-y7zxipiz 201 6 of of IN cord-342211-y7zxipiz 201 7 deaths death NNS cord-342211-y7zxipiz 201 8 has have VBZ cord-342211-y7zxipiz 201 9 increased increase VBN cord-342211-y7zxipiz 201 10 by by IN cord-342211-y7zxipiz 201 11 around around IN cord-342211-y7zxipiz 201 12 5,700 5,700 CD cord-342211-y7zxipiz 201 13 , , , cord-342211-y7zxipiz 201 14 an an DT cord-342211-y7zxipiz 201 15 increase increase NN cord-342211-y7zxipiz 201 16 of of IN cord-342211-y7zxipiz 201 17 approximately approximately RB cord-342211-y7zxipiz 201 18 13 13 CD cord-342211-y7zxipiz 201 19 % % NN cord-342211-y7zxipiz 201 20 . . . cord-342211-y7zxipiz 202 1 The the DT cord-342211-y7zxipiz 202 2 model model NN cord-342211-y7zxipiz 202 3 constructed construct VBN cord-342211-y7zxipiz 202 4 here here RB cord-342211-y7zxipiz 202 5 is be VBZ cord-342211-y7zxipiz 202 6 a a DT cord-342211-y7zxipiz 202 7 simple simple JJ cord-342211-y7zxipiz 202 8 one one NN cord-342211-y7zxipiz 202 9 . . . cord-342211-y7zxipiz 203 1 It -PRON- PRP cord-342211-y7zxipiz 203 2 can can MD cord-342211-y7zxipiz 203 3 not not RB cord-342211-y7zxipiz 203 4 compete compete VB cord-342211-y7zxipiz 203 5 with with IN cord-342211-y7zxipiz 203 6 detailed detailed JJ cord-342211-y7zxipiz 203 7 micro micro JJ cord-342211-y7zxipiz 203 8 simulation simulation NN cord-342211-y7zxipiz 203 9 models model NNS cord-342211-y7zxipiz 203 10 . . . cord-342211-y7zxipiz 204 1 Many many JJ cord-342211-y7zxipiz 204 2 simplifying simplify VBG cord-342211-y7zxipiz 204 3 assumptions assumption NNS cord-342211-y7zxipiz 204 4 are be VBP cord-342211-y7zxipiz 204 5 made make VBN cord-342211-y7zxipiz 204 6 . . . cord-342211-y7zxipiz 205 1 There there EX cord-342211-y7zxipiz 205 2 is be VBZ cord-342211-y7zxipiz 205 3 much much JJ cord-342211-y7zxipiz 205 4 uncertainty uncertainty NN cord-342211-y7zxipiz 205 5 about about IN cord-342211-y7zxipiz 205 6 the the DT cord-342211-y7zxipiz 205 7 parameter parameter NN cord-342211-y7zxipiz 205 8 values value NNS cord-342211-y7zxipiz 205 9 for for IN cord-342211-y7zxipiz 205 10 the the DT cord-342211-y7zxipiz 205 11 examples example NNS cord-342211-y7zxipiz 205 12 shown show VBN cord-342211-y7zxipiz 205 13 . . . cord-342211-y7zxipiz 206 1 In in IN cord-342211-y7zxipiz 206 2 reality reality NN cord-342211-y7zxipiz 206 3 , , , cord-342211-y7zxipiz 206 4 they -PRON- PRP cord-342211-y7zxipiz 206 5 will will MD cord-342211-y7zxipiz 206 6 be be VB cord-342211-y7zxipiz 206 7 influenced influence VBN cord-342211-y7zxipiz 206 8 by by IN cord-342211-y7zxipiz 206 9 the the DT cord-342211-y7zxipiz 206 10 degree degree NN cord-342211-y7zxipiz 206 11 of of IN cord-342211-y7zxipiz 206 12 stress stress NN cord-342211-y7zxipiz 206 13 a a DT cord-342211-y7zxipiz 206 14 health health NN cord-342211-y7zxipiz 206 15 system system NN cord-342211-y7zxipiz 206 16 is be VBZ cord-342211-y7zxipiz 206 17 exposed expose VBN cord-342211-y7zxipiz 206 18 to to IN cord-342211-y7zxipiz 206 19 . . . cord-342211-y7zxipiz 207 1 Rather rather RB cord-342211-y7zxipiz 207 2 than than IN cord-342211-y7zxipiz 207 3 precise precise JJ cord-342211-y7zxipiz 207 4 prediction prediction NN cord-342211-y7zxipiz 207 5 , , , cord-342211-y7zxipiz 207 6 the the DT cord-342211-y7zxipiz 207 7 intention intention NN cord-342211-y7zxipiz 207 8 has have VBZ cord-342211-y7zxipiz 207 9 been be VBN cord-342211-y7zxipiz 207 10 to to TO cord-342211-y7zxipiz 207 11 show show VB cord-342211-y7zxipiz 207 12 the the DT cord-342211-y7zxipiz 207 13 modelling modelling NN cord-342211-y7zxipiz 207 14 principles principle NNS cord-342211-y7zxipiz 207 15 and and CC cord-342211-y7zxipiz 207 16 to to TO cord-342211-y7zxipiz 207 17 demonstrate demonstrate VB cord-342211-y7zxipiz 207 18 the the DT cord-342211-y7zxipiz 207 19 extreme extreme JJ cord-342211-y7zxipiz 207 20 sensitivity sensitivity NN cord-342211-y7zxipiz 207 21 of of IN cord-342211-y7zxipiz 207 22 the the DT cord-342211-y7zxipiz 207 23 total total JJ cord-342211-y7zxipiz 207 24 number number NN cord-342211-y7zxipiz 207 25 of of IN cord-342211-y7zxipiz 207 26 deaths death NNS cord-342211-y7zxipiz 207 27 to to IN cord-342211-y7zxipiz 207 28 the the DT cord-342211-y7zxipiz 207 29 timing timing NN cord-342211-y7zxipiz 207 30 of of IN cord-342211-y7zxipiz 207 31 suppression suppression NN cord-342211-y7zxipiz 207 32 measures measure NNS cord-342211-y7zxipiz 207 33 and and CC cord-342211-y7zxipiz 207 34 their -PRON- PRP$ cord-342211-y7zxipiz 207 35 release release NN cord-342211-y7zxipiz 207 36 / / SYM cord-342211-y7zxipiz 207 37 relaxation relaxation NN cord-342211-y7zxipiz 207 38 . . . cord-342211-y7zxipiz 208 1 Literally literally RB cord-342211-y7zxipiz 208 2 , , , cord-342211-y7zxipiz 208 3 each each DT cord-342211-y7zxipiz 208 4 day day NN cord-342211-y7zxipiz 208 5 's 's POS cord-342211-y7zxipiz 208 6 delay delay NN cord-342211-y7zxipiz 208 7 in in IN cord-342211-y7zxipiz 208 8 starting start VBG cord-342211-y7zxipiz 208 9 suppression suppression NN cord-342211-y7zxipiz 208 10 can can MD cord-342211-y7zxipiz 208 11 result result VB cord-342211-y7zxipiz 208 12 in in IN cord-342211-y7zxipiz 208 13 thousands thousand NNS cord-342211-y7zxipiz 208 14 of of IN cord-342211-y7zxipiz 208 15 extra extra JJ cord-342211-y7zxipiz 208 16 deaths death NNS cord-342211-y7zxipiz 208 17 . . . cord-342211-y7zxipiz 209 1 After after IN cord-342211-y7zxipiz 209 2 the the DT cord-342211-y7zxipiz 209 3 peak peak NN cord-342211-y7zxipiz 209 4 has have VBZ cord-342211-y7zxipiz 209 5 been be VBN cord-342211-y7zxipiz 209 6 passed pass VBN cord-342211-y7zxipiz 209 7 it -PRON- PRP cord-342211-y7zxipiz 209 8 is be VBZ cord-342211-y7zxipiz 209 9 equally equally RB cord-342211-y7zxipiz 209 10 important important JJ cord-342211-y7zxipiz 209 11 to to TO cord-342211-y7zxipiz 209 12 time time NN cord-342211-y7zxipiz 209 13 the the DT cord-342211-y7zxipiz 209 14 relaxation relaxation NN cord-342211-y7zxipiz 209 15 so so IN cord-342211-y7zxipiz 209 16 that that IN cord-342211-y7zxipiz 209 17 the the DT cord-342211-y7zxipiz 209 18 further further JJ cord-342211-y7zxipiz 209 19 death death NN cord-342211-y7zxipiz 209 20 toll toll NN cord-342211-y7zxipiz 209 21 is be VBZ cord-342211-y7zxipiz 209 22 not not RB cord-342211-y7zxipiz 209 23 excessive excessive JJ cord-342211-y7zxipiz 209 24 . . . cord-342211-y7zxipiz 210 1 These these DT cord-342211-y7zxipiz 210 2 conclusions conclusion NNS cord-342211-y7zxipiz 210 3 are be VBP cord-342211-y7zxipiz 210 4 the the DT cord-342211-y7zxipiz 210 5 incontrovertible incontrovertible JJ cord-342211-y7zxipiz 210 6 consequence consequence NN cord-342211-y7zxipiz 210 7 of of IN cord-342211-y7zxipiz 210 8 the the DT cord-342211-y7zxipiz 210 9 exponential exponential JJ cord-342211-y7zxipiz 210 10 growth growth NN cord-342211-y7zxipiz 210 11 and and CC cord-342211-y7zxipiz 210 12 decline decline NN cord-342211-y7zxipiz 210 13 of of IN cord-342211-y7zxipiz 210 14 a a DT cord-342211-y7zxipiz 210 15 managed manage VBN cord-342211-y7zxipiz 210 16 epidemic epidemic NN cord-342211-y7zxipiz 210 17 . . . cord-342211-y7zxipiz 211 1 A a DT cord-342211-y7zxipiz 211 2 more more RBR cord-342211-y7zxipiz 211 3 sophisticated sophisticated JJ cord-342211-y7zxipiz 211 4 model model NN cord-342211-y7zxipiz 211 5 will will MD cord-342211-y7zxipiz 211 6 enable enable VB cord-342211-y7zxipiz 211 7 more more RBR cord-342211-y7zxipiz 211 8 precise precise JJ cord-342211-y7zxipiz 211 9 predictions prediction NNS cord-342211-y7zxipiz 211 10 on on IN cord-342211-y7zxipiz 211 11 cumulative cumulative JJ cord-342211-y7zxipiz 211 12 deaths death NNS cord-342211-y7zxipiz 211 13 under under IN cord-342211-y7zxipiz 211 14 a a DT cord-342211-y7zxipiz 211 15 range range NN cord-342211-y7zxipiz 211 16 of of IN cord-342211-y7zxipiz 211 17 control control NN cord-342211-y7zxipiz 211 18 strategies strategy NNS cord-342211-y7zxipiz 211 19 , , , cord-342211-y7zxipiz 211 20 such such JJ cord-342211-y7zxipiz 211 21 as as IN cord-342211-y7zxipiz 211 22 shielding shielding NN cord-342211-y7zxipiz 211 23 and and CC cord-342211-y7zxipiz 211 24 segmentation segmentation NN cord-342211-y7zxipiz 211 25 of of IN cord-342211-y7zxipiz 211 26 the the DT cord-342211-y7zxipiz 211 27 population population NN cord-342211-y7zxipiz 211 28 . . . cord-342211-y7zxipiz 212 1 These these DT cord-342211-y7zxipiz 212 2 can can MD cord-342211-y7zxipiz 212 3 then then RB cord-342211-y7zxipiz 212 4 be be VB cord-342211-y7zxipiz 212 5 put put VBN cord-342211-y7zxipiz 212 6 alongside alongside IN cord-342211-y7zxipiz 212 7 the the DT cord-342211-y7zxipiz 212 8 economic economic JJ cord-342211-y7zxipiz 212 9 and and CC cord-342211-y7zxipiz 212 10 other other JJ cord-342211-y7zxipiz 212 11 effects effect NNS cord-342211-y7zxipiz 212 12 of of IN cord-342211-y7zxipiz 212 13 prolonged prolong VBN cord-342211-y7zxipiz 212 14 suppression suppression NN cord-342211-y7zxipiz 212 15 . . . cord-342211-y7zxipiz 213 1 The the DT cord-342211-y7zxipiz 213 2 political political JJ cord-342211-y7zxipiz 213 3 decisions decision NNS cord-342211-y7zxipiz 213 4 can can MD cord-342211-y7zxipiz 213 5 then then RB cord-342211-y7zxipiz 213 6 be be VB cord-342211-y7zxipiz 213 7 well well RB cord-342211-y7zxipiz 213 8 informed informed JJ cord-342211-y7zxipiz 213 9 . . . cord-342211-y7zxipiz 214 1 At at IN cord-342211-y7zxipiz 214 2 the the DT cord-342211-y7zxipiz 214 3 time time NN cord-342211-y7zxipiz 214 4 of of IN cord-342211-y7zxipiz 214 5 writing writing NN cord-342211-y7zxipiz 214 6 on on IN cord-342211-y7zxipiz 214 7 9 9 CD cord-342211-y7zxipiz 214 8 May May MD cord-342211-y7zxipiz 214 9 some some DT cord-342211-y7zxipiz 214 10 47 47 CD cord-342211-y7zxipiz 214 11 days day NNS cord-342211-y7zxipiz 214 12 after after IN cord-342211-y7zxipiz 214 13 the the DT cord-342211-y7zxipiz 214 14 lockdown lockdown NN cord-342211-y7zxipiz 214 15 of of IN cord-342211-y7zxipiz 214 16 23 23 CD cord-342211-y7zxipiz 214 17 March March NNP cord-342211-y7zxipiz 214 18 , , , cord-342211-y7zxipiz 214 19 we -PRON- PRP cord-342211-y7zxipiz 214 20 note note VBP cord-342211-y7zxipiz 214 21 that that IN cord-342211-y7zxipiz 214 22 total total JJ cord-342211-y7zxipiz 214 23 deaths death NNS cord-342211-y7zxipiz 214 24 were be VBD cord-342211-y7zxipiz 214 25 32,000 32,000 CD cord-342211-y7zxipiz 214 26 and and CC cord-342211-y7zxipiz 214 27 rising rise VBG cord-342211-y7zxipiz 214 28 , , , cord-342211-y7zxipiz 214 29 which which WDT cord-342211-y7zxipiz 214 30 is be VBZ cord-342211-y7zxipiz 214 31 perhaps perhaps RB cord-342211-y7zxipiz 214 32 quite quite RB cord-342211-y7zxipiz 214 33 close close JJ cord-342211-y7zxipiz 214 34 to to IN cord-342211-y7zxipiz 214 35 the the DT cord-342211-y7zxipiz 214 36 scenario scenario NN cord-342211-y7zxipiz 214 37 considered consider VBN cord-342211-y7zxipiz 214 38 in in IN cord-342211-y7zxipiz 214 39 figure figure NN cord-342211-y7zxipiz 214 40 2 2 CD cord-342211-y7zxipiz 214 41 . . . cord-342211-y7zxipiz 215 1 Comparing compare VBG cord-342211-y7zxipiz 215 2 with with IN cord-342211-y7zxipiz 215 3 figure figure NN cord-342211-y7zxipiz 215 4 3 3 CD cord-342211-y7zxipiz 215 5 it -PRON- PRP cord-342211-y7zxipiz 215 6 does do VBZ cord-342211-y7zxipiz 215 7 pose pose VB cord-342211-y7zxipiz 215 8 the the DT cord-342211-y7zxipiz 215 9 question question NN cord-342211-y7zxipiz 215 10 as as IN cord-342211-y7zxipiz 215 11 to to IN cord-342211-y7zxipiz 215 12 why why WRB cord-342211-y7zxipiz 215 13 lockdown lockdown NN cord-342211-y7zxipiz 215 14 did do VBD cord-342211-y7zxipiz 215 15 not not RB cord-342211-y7zxipiz 215 16 occur occur VB cord-342211-y7zxipiz 215 17 earlier early RBR cord-342211-y7zxipiz 215 18 ? ? . cord-342211-y7zxipiz 216 1 It -PRON- PRP cord-342211-y7zxipiz 216 2 is be VBZ cord-342211-y7zxipiz 216 3 quite quite RB cord-342211-y7zxipiz 216 4 possible possible JJ cord-342211-y7zxipiz 216 5 that that IN cord-342211-y7zxipiz 216 6 the the DT cord-342211-y7zxipiz 216 7 cumulative cumulative JJ cord-342211-y7zxipiz 216 8 deaths death NNS cord-342211-y7zxipiz 216 9 obtained obtain VBN cord-342211-y7zxipiz 216 10 from from IN cord-342211-y7zxipiz 216 11 the the DT cord-342211-y7zxipiz 216 12 model model NN cord-342211-y7zxipiz 216 13 are be VBP cord-342211-y7zxipiz 216 14 an an DT cord-342211-y7zxipiz 216 15 underestimate underestimate JJ cord-342211-y7zxipiz 216 16 , , , cord-342211-y7zxipiz 216 17 since since IN cord-342211-y7zxipiz 216 18 in in IN cord-342211-y7zxipiz 216 19 the the DT cord-342211-y7zxipiz 216 20 event event NN cord-342211-y7zxipiz 216 21 a a DT cord-342211-y7zxipiz 216 22 substantial substantial JJ cord-342211-y7zxipiz 216 23 proportion proportion NN cord-342211-y7zxipiz 216 24 of of IN cord-342211-y7zxipiz 216 25 deaths death NNS cord-342211-y7zxipiz 216 26 occurring occur VBG cord-342211-y7zxipiz 216 27 in in IN cord-342211-y7zxipiz 216 28 care care NN cord-342211-y7zxipiz 216 29 homes home NNS cord-342211-y7zxipiz 216 30 are be VBP cord-342211-y7zxipiz 216 31 lagging lag VBG cord-342211-y7zxipiz 216 32 those those DT cord-342211-y7zxipiz 216 33 in in IN cord-342211-y7zxipiz 216 34 hospitals hospital NNS cord-342211-y7zxipiz 216 35 and and CC cord-342211-y7zxipiz 216 36 were be VBD cord-342211-y7zxipiz 216 37 not not RB cord-342211-y7zxipiz 216 38 used use VBN cord-342211-y7zxipiz 216 39 in in IN cord-342211-y7zxipiz 216 40 the the DT cord-342211-y7zxipiz 216 41 estimate estimate NN cord-342211-y7zxipiz 216 42 of of IN cord-342211-y7zxipiz 216 43 ! ! . cord-342211-y7zxipiz 216 44 . . . cord-342211-y7zxipiz 217 1 Further further RB cord-342211-y7zxipiz 217 2 , , , cord-342211-y7zxipiz 217 3 no no DT cord-342211-y7zxipiz 217 4 account account NN cord-342211-y7zxipiz 217 5 has have VBZ cord-342211-y7zxipiz 217 6 been be VBN cord-342211-y7zxipiz 217 7 taken take VBN cord-342211-y7zxipiz 217 8 in in IN cord-342211-y7zxipiz 217 9 the the DT cord-342211-y7zxipiz 217 10 model model NN cord-342211-y7zxipiz 217 11 of of IN cord-342211-y7zxipiz 217 12 a a DT cord-342211-y7zxipiz 217 13 gradual gradual JJ cord-342211-y7zxipiz 217 14 transition transition NN cord-342211-y7zxipiz 217 15 from from IN cord-342211-y7zxipiz 217 16 the the DT cord-342211-y7zxipiz 217 17 unmitigated unmitigated NN cord-342211-y7zxipiz 217 18 ! ! . cord-342211-y7zxipiz 218 1 of of IN cord-342211-y7zxipiz 218 2 3.18 3.18 CD cord-342211-y7zxipiz 218 3 to to IN cord-342211-y7zxipiz 218 4 the the DT cord-342211-y7zxipiz 218 5 estimated estimate VBN cord-342211-y7zxipiz 218 6 value value NN cord-342211-y7zxipiz 218 7 of of IN cord-342211-y7zxipiz 218 8 0.60 0.60 CD cord-342211-y7zxipiz 218 9 following follow VBG cord-342211-y7zxipiz 218 10 lockdown lockdown NN cord-342211-y7zxipiz 218 11 . . . cord-342211-y7zxipiz 219 1 Going go VBG cord-342211-y7zxipiz 219 2 forward forward RB cord-342211-y7zxipiz 219 3 , , , cord-342211-y7zxipiz 219 4 ! ! . cord-342211-y7zxipiz 220 1 will will MD cord-342211-y7zxipiz 220 2 be be VB cord-342211-y7zxipiz 220 3 monitored monitor VBN cord-342211-y7zxipiz 220 4 to to TO cord-342211-y7zxipiz 220 5 update update VB cord-342211-y7zxipiz 220 6 predictions prediction NNS cord-342211-y7zxipiz 220 7 . . . cord-342211-y7zxipiz 221 1 A a DT cord-342211-y7zxipiz 221 2 disadvantage disadvantage NN cord-342211-y7zxipiz 221 3 of of IN cord-342211-y7zxipiz 221 4 using use VBG cord-342211-y7zxipiz 221 5 death death NN cord-342211-y7zxipiz 221 6 data datum NNS cord-342211-y7zxipiz 221 7 is be VBZ cord-342211-y7zxipiz 221 8 that that IN cord-342211-y7zxipiz 221 9 one one NN cord-342211-y7zxipiz 221 10 is be VBZ cord-342211-y7zxipiz 221 11 essentially essentially RB cord-342211-y7zxipiz 221 12 estimating estimate VBG cord-342211-y7zxipiz 221 13 ! ! . cord-342211-y7zxipiz 222 1 some some DT cord-342211-y7zxipiz 222 2 20 20 CD cord-342211-y7zxipiz 222 3 days day NNS cord-342211-y7zxipiz 222 4 previously previously RB cord-342211-y7zxipiz 222 5 . . . cord-342211-y7zxipiz 223 1 But but CC cord-342211-y7zxipiz 223 2 the the DT cord-342211-y7zxipiz 223 3 alternative alternative NN cord-342211-y7zxipiz 223 4 of of IN cord-342211-y7zxipiz 223 5 using use VBG cord-342211-y7zxipiz 223 6 positive positive JJ cord-342211-y7zxipiz 223 7 test test NN cord-342211-y7zxipiz 223 8 numbers number NNS cord-342211-y7zxipiz 223 9 might may MD cord-342211-y7zxipiz 223 10 lead lead VB cord-342211-y7zxipiz 223 11 to to IN cord-342211-y7zxipiz 223 12 biased biased JJ cord-342211-y7zxipiz 223 13 estimates estimate NNS cord-342211-y7zxipiz 223 14 due due JJ cord-342211-y7zxipiz 223 15 to to IN cord-342211-y7zxipiz 223 16 the the DT cord-342211-y7zxipiz 223 17 volatility volatility NN cord-342211-y7zxipiz 223 18 of of IN cord-342211-y7zxipiz 223 19 the the DT cord-342211-y7zxipiz 223 20 proportion proportion NN cord-342211-y7zxipiz 223 21 of of IN cord-342211-y7zxipiz 223 22 infectious infectious JJ cord-342211-y7zxipiz 223 23 persons person NNS cord-342211-y7zxipiz 223 24 who who WP cord-342211-y7zxipiz 223 25 are be VBP cord-342211-y7zxipiz 223 26 represented represent VBN cord-342211-y7zxipiz 223 27 in in IN cord-342211-y7zxipiz 223 28 such such JJ cord-342211-y7zxipiz 223 29 figures figure NNS cord-342211-y7zxipiz 223 30 . . . cord-342211-y7zxipiz 224 1 Perhaps perhaps RB cord-342211-y7zxipiz 224 2 the the DT cord-342211-y7zxipiz 224 3 compromise compromise NN cord-342211-y7zxipiz 224 4 is be VBZ cord-342211-y7zxipiz 224 5 to to TO cord-342211-y7zxipiz 224 6 use use VB cord-342211-y7zxipiz 224 7 hospital hospital NN cord-342211-y7zxipiz 224 8 admissions admission NNS cord-342211-y7zxipiz 224 9 as as IN cord-342211-y7zxipiz 224 10 a a DT cord-342211-y7zxipiz 224 11 proxy proxy NN cord-342211-y7zxipiz 224 12 for for IN cord-342211-y7zxipiz 224 13 infectious infectious JJ cord-342211-y7zxipiz 224 14 numbers number NNS cord-342211-y7zxipiz 224 15 . . . cord-342211-y7zxipiz 225 1 How how WRB cord-342211-y7zxipiz 225 2 will will MD cord-342211-y7zxipiz 225 3 country country VB cord-342211-y7zxipiz 225 4 based base VBN cord-342211-y7zxipiz 225 5 mitigation mitigation NN cord-342211-y7zxipiz 225 6 measures measure NNS cord-342211-y7zxipiz 225 7 influence influence VBP cord-342211-y7zxipiz 225 8 the the DT cord-342211-y7zxipiz 225 9 course course NN cord-342211-y7zxipiz 225 10 of of IN cord-342211-y7zxipiz 225 11 the the DT cord-342211-y7zxipiz 225 12 COVID-19 covid-19 JJ cord-342211-y7zxipiz 225 13 epidemic epidemic NN cord-342211-y7zxipiz 225 14 ? ? . cord-342211-y7zxipiz 226 1 An an DT cord-342211-y7zxipiz 226 2 introduction introduction NN cord-342211-y7zxipiz 226 3 to to IN cord-342211-y7zxipiz 226 4 compartmental compartmental JJ cord-342211-y7zxipiz 226 5 modeling modeling NN cord-342211-y7zxipiz 226 6 for for IN cord-342211-y7zxipiz 226 7 the the DT cord-342211-y7zxipiz 226 8 budding bud VBG cord-342211-y7zxipiz 226 9 infectious infectious JJ cord-342211-y7zxipiz 226 10 disease disease NN cord-342211-y7zxipiz 226 11 modeler modeler NN cord-342211-y7zxipiz 227 1 The the DT cord-342211-y7zxipiz 227 2 effect effect NN cord-342211-y7zxipiz 227 3 of of IN cord-342211-y7zxipiz 227 4 non non JJ cord-342211-y7zxipiz 227 5 - - JJ cord-342211-y7zxipiz 227 6 pharmaceutical pharmaceutical JJ cord-342211-y7zxipiz 227 7 interventions intervention NNS cord-342211-y7zxipiz 227 8 on on IN cord-342211-y7zxipiz 227 9 COVID-19 covid-19 JJ cord-342211-y7zxipiz 227 10 cases case NNS cord-342211-y7zxipiz 227 11 , , , cord-342211-y7zxipiz 227 12 deaths death NNS cord-342211-y7zxipiz 227 13 and and CC cord-342211-y7zxipiz 227 14 demand demand NN cord-342211-y7zxipiz 227 15 for for IN cord-342211-y7zxipiz 227 16 hospital hospital NN cord-342211-y7zxipiz 227 17 services service NNS cord-342211-y7zxipiz 227 18 in in IN cord-342211-y7zxipiz 227 19 the the DT cord-342211-y7zxipiz 227 20 UK UK NNP cord-342211-y7zxipiz 227 21 : : : cord-342211-y7zxipiz 227 22 a a DT cord-342211-y7zxipiz 227 23 modelling modelling NN cord-342211-y7zxipiz 227 24 study study NN cord-342211-y7zxipiz 227 25 Impact impact NN cord-342211-y7zxipiz 227 26 of of IN cord-342211-y7zxipiz 227 27 Non non JJ cord-342211-y7zxipiz 227 28 - - JJ cord-342211-y7zxipiz 227 29 pharmaceutical pharmaceutical JJ cord-342211-y7zxipiz 227 30 interventions intervention NNS cord-342211-y7zxipiz 227 31 ( ( -LRB- cord-342211-y7zxipiz 227 32 NPIs NPIs NNP cord-342211-y7zxipiz 227 33 ) ) -RRB- cord-342211-y7zxipiz 227 34 to to TO cord-342211-y7zxipiz 227 35 reduce reduce VB cord-342211-y7zxipiz 227 36 COVID-19 covid-19 JJ cord-342211-y7zxipiz 227 37 mortality mortality NN cord-342211-y7zxipiz 227 38 and and CC cord-342211-y7zxipiz 227 39 healthcare healthcare NN cord-342211-y7zxipiz 227 40 demand demand NN cord-342211-y7zxipiz 228 1 The the DT cord-342211-y7zxipiz 228 2 mathematics mathematic NNS cord-342211-y7zxipiz 228 3 of of IN cord-342211-y7zxipiz 228 4 infectious infectious JJ cord-342211-y7zxipiz 228 5 diseases disease NNS cord-342211-y7zxipiz 228 6 Quantifying quantify VBG cord-342211-y7zxipiz 228 7 the the DT cord-342211-y7zxipiz 228 8 impact impact NN cord-342211-y7zxipiz 228 9 of of IN cord-342211-y7zxipiz 228 10 physical physical JJ cord-342211-y7zxipiz 228 11 distance distance NN cord-342211-y7zxipiz 228 12 measures measure NNS cord-342211-y7zxipiz 228 13 on on IN cord-342211-y7zxipiz 228 14 the the DT cord-342211-y7zxipiz 228 15 transmission transmission NN cord-342211-y7zxipiz 228 16 of of IN cord-342211-y7zxipiz 228 17 COVID-19 COVID-19 NNP cord-342211-y7zxipiz 228 18 in in IN cord-342211-y7zxipiz 228 19 the the DT cord-342211-y7zxipiz 228 20 UK UK NNP cord-342211-y7zxipiz 228 21 . . . cord-342211-y7zxipiz 229 1 Centre Centre NNP cord-342211-y7zxipiz 229 2 for for IN cord-342211-y7zxipiz 229 3 Mathematical Mathematical NNP cord-342211-y7zxipiz 229 4 Modelling Modelling NNP cord-342211-y7zxipiz 229 5 of of IN cord-342211-y7zxipiz 229 6 Infectious infectious JJ cord-342211-y7zxipiz 229 7 diseases disease NNS cord-342211-y7zxipiz 229 8 , , , cord-342211-y7zxipiz 229 9 Department Department NNP cord-342211-y7zxipiz 229 10 of of IN cord-342211-y7zxipiz 229 11 Infectious infectious JJ cord-342211-y7zxipiz 229 12 diseases disease NNS cord-342211-y7zxipiz 229 13 , , , cord-342211-y7zxipiz 229 14 London London NNP cord-342211-y7zxipiz 229 15 School School NNP cord-342211-y7zxipiz 229 16 of of IN cord-342211-y7zxipiz 229 17 Hygiene Hygiene NNP cord-342211-y7zxipiz 229 18 and and CC cord-342211-y7zxipiz 229 19 Tropical Tropical NNP cord-342211-y7zxipiz 229 20 Medicine Medicine NNP cord-342211-y7zxipiz 229 21 , , , cord-342211-y7zxipiz 229 22 London London NNP cord-342211-y7zxipiz 229 23 WC1E wc1e CD cord-342211-y7zxipiz 229 24 7HT 7HT NNP cord-342211-y7zxipiz 229 25 . . . cord-342211-y7zxipiz 230 1 First first RB cord-342211-y7zxipiz 230 2 online online JJ cord-342211-y7zxipiz 230 3 31 31 CD cord-342211-y7zxipiz 230 4 Estimating estimating NN cord-342211-y7zxipiz 230 5 epidemic epidemic NN cord-342211-y7zxipiz 230 6 exponential exponential JJ cord-342211-y7zxipiz 230 7 growth growth NN cord-342211-y7zxipiz 230 8 rate rate NN cord-342211-y7zxipiz 230 9 and and CC cord-342211-y7zxipiz 230 10 basic basic JJ cord-342211-y7zxipiz 230 11 reproduction reproduction NN cord-342211-y7zxipiz 230 12 number number NN