id sid tid token lemma pos cord-316993-mv577rok 1 1 key key NN cord-316993-mv577rok 1 2 : : : cord-316993-mv577rok 2 1 cord-316993-mv577rok cord-316993-mv577rok CD cord-316993-mv577rok 2 2 authors author NNS cord-316993-mv577rok 2 3 : : : cord-316993-mv577rok 2 4 Marra Marra NNP cord-316993-mv577rok 2 5 , , , cord-316993-mv577rok 2 6 V. V. NNP cord-316993-mv577rok 2 7 ; ; : cord-316993-mv577rok 2 8 Quartin Quartin NNP cord-316993-mv577rok 2 9 , , , cord-316993-mv577rok 2 10 M. M. NNP cord-316993-mv577rok 2 11 title title NN cord-316993-mv577rok 2 12 : : : cord-316993-mv577rok 3 1 An an DT cord-316993-mv577rok 3 2 estimate estimate NN cord-316993-mv577rok 3 3 of of IN cord-316993-mv577rok 3 4 the the DT cord-316993-mv577rok 3 5 COVID-19 COVID-19 NNP cord-316993-mv577rok 3 6 infection infection NN cord-316993-mv577rok 3 7 fatality fatality NN cord-316993-mv577rok 3 8 rate rate NN cord-316993-mv577rok 3 9 in in IN cord-316993-mv577rok 3 10 Brazil Brazil NNP cord-316993-mv577rok 3 11 based base VBN cord-316993-mv577rok 3 12 on on IN cord-316993-mv577rok 3 13 a a DT cord-316993-mv577rok 3 14 seroprevalence seroprevalence NN cord-316993-mv577rok 3 15 survey survey NN cord-316993-mv577rok 3 16 date date NN cord-316993-mv577rok 3 17 : : : cord-316993-mv577rok 3 18 2020 2020 CD cord-316993-mv577rok 3 19 - - HYPH cord-316993-mv577rok 3 20 08 08 CD cord-316993-mv577rok 3 21 - - SYM cord-316993-mv577rok 3 22 21 21 CD cord-316993-mv577rok 3 23 journal journal NN cord-316993-mv577rok 3 24 : : : cord-316993-mv577rok 3 25 nan nan NNP cord-316993-mv577rok 3 26 DOI DOI NNP cord-316993-mv577rok 3 27 : : : cord-316993-mv577rok 3 28 10.1101/2020.08.18.20177626 10.1101/2020.08.18.20177626 CD cord-316993-mv577rok 3 29 sha sha NNP cord-316993-mv577rok 3 30 : : : cord-316993-mv577rok 3 31 97bf3b6c5543182cff60d5b53950176165429f6b 97bf3b6c5543182cff60d5b53950176165429f6b CD cord-316993-mv577rok 3 32 doc_id doc_id CD cord-316993-mv577rok 3 33 : : : cord-316993-mv577rok 3 34 316993 316993 CD cord-316993-mv577rok 3 35 cord_uid cord_uid NNS cord-316993-mv577rok 3 36 : : : cord-316993-mv577rok 3 37 mv577rok mv577rok CD cord-316993-mv577rok 4 1 We -PRON- PRP cord-316993-mv577rok 4 2 infer infer VBP cord-316993-mv577rok 4 3 the the DT cord-316993-mv577rok 4 4 infection infection NN cord-316993-mv577rok 4 5 fatality fatality NN cord-316993-mv577rok 4 6 rate rate NN cord-316993-mv577rok 4 7 ( ( -LRB- cord-316993-mv577rok 4 8 IFR IFR NNP cord-316993-mv577rok 4 9 ) ) -RRB- cord-316993-mv577rok 4 10 of of IN cord-316993-mv577rok 4 11 SARS SARS NNP cord-316993-mv577rok 4 12 - - HYPH cord-316993-mv577rok 4 13 CoV-2 CoV-2 NNP cord-316993-mv577rok 4 14 in in IN cord-316993-mv577rok 4 15 Brazil Brazil NNP cord-316993-mv577rok 4 16 by by IN cord-316993-mv577rok 4 17 combining combine VBG cord-316993-mv577rok 4 18 three three CD cord-316993-mv577rok 4 19 datasets dataset NNS cord-316993-mv577rok 4 20 . . . cord-316993-mv577rok 5 1 We -PRON- PRP cord-316993-mv577rok 5 2 compute compute VBP cord-316993-mv577rok 5 3 the the DT cord-316993-mv577rok 5 4 prevalence prevalence NN cord-316993-mv577rok 5 5 via via IN cord-316993-mv577rok 5 6 the the DT cord-316993-mv577rok 5 7 population population NN cord-316993-mv577rok 5 8 - - HYPH cord-316993-mv577rok 5 9 based base VBN cord-316993-mv577rok 5 10 seroprevalence seroprevalence NN cord-316993-mv577rok 5 11 survey survey NN cord-316993-mv577rok 5 12 EPICOVID19-BR EPICOVID19-BR NNP cord-316993-mv577rok 5 13 , , , cord-316993-mv577rok 5 14 which which WDT cord-316993-mv577rok 5 15 tested test VBD cord-316993-mv577rok 5 16 89000 89000 CD cord-316993-mv577rok 5 17 people people NNS cord-316993-mv577rok 5 18 in in IN cord-316993-mv577rok 5 19 3 3 CD cord-316993-mv577rok 5 20 stages stage NNS cord-316993-mv577rok 5 21 over over IN cord-316993-mv577rok 5 22 a a DT cord-316993-mv577rok 5 23 period period NN cord-316993-mv577rok 5 24 of of IN cord-316993-mv577rok 5 25 5 5 CD cord-316993-mv577rok 5 26 weeks week NNS cord-316993-mv577rok 5 27 . . . cord-316993-mv577rok 6 1 This this DT cord-316993-mv577rok 6 2 randomized randomized JJ cord-316993-mv577rok 6 3 survey survey NN cord-316993-mv577rok 6 4 selected select VBD cord-316993-mv577rok 6 5 people people NNS cord-316993-mv577rok 6 6 of of IN cord-316993-mv577rok 6 7 133 133 CD cord-316993-mv577rok 6 8 cities city NNS cord-316993-mv577rok 6 9 ( ( -LRB- cord-316993-mv577rok 6 10 accounting account VBG cord-316993-mv577rok 6 11 for for IN cord-316993-mv577rok 6 12 35.5 35.5 CD cord-316993-mv577rok 6 13 % % NN cord-316993-mv577rok 6 14 of of IN cord-316993-mv577rok 6 15 the the DT cord-316993-mv577rok 6 16 Brazilian brazilian JJ cord-316993-mv577rok 6 17 population population NN cord-316993-mv577rok 6 18 ) ) -RRB- cord-316993-mv577rok 6 19 and and CC cord-316993-mv577rok 6 20 tested test VBD cord-316993-mv577rok 6 21 them -PRON- PRP cord-316993-mv577rok 6 22 for for IN cord-316993-mv577rok 6 23 IgM IgM NNP cord-316993-mv577rok 6 24 / / SYM cord-316993-mv577rok 6 25 IgG IgG NNP cord-316993-mv577rok 6 26 antibodies antibody NNS cord-316993-mv577rok 6 27 making make VBG cord-316993-mv577rok 6 28 use use NN cord-316993-mv577rok 6 29 of of IN cord-316993-mv577rok 6 30 a a DT cord-316993-mv577rok 6 31 rapid rapid JJ cord-316993-mv577rok 6 32 test test NN cord-316993-mv577rok 6 33 . . . cord-316993-mv577rok 7 1 We -PRON- PRP cord-316993-mv577rok 7 2 estimate estimate VBP cord-316993-mv577rok 7 3 the the DT cord-316993-mv577rok 7 4 time time NN cord-316993-mv577rok 7 5 delay delay NN cord-316993-mv577rok 7 6 between between IN cord-316993-mv577rok 7 7 the the DT cord-316993-mv577rok 7 8 development development NN cord-316993-mv577rok 7 9 of of IN cord-316993-mv577rok 7 10 antibodies antibody NNS cord-316993-mv577rok 7 11 and and CC cord-316993-mv577rok 7 12 subsequent subsequent JJ cord-316993-mv577rok 7 13 fatality fatality NN cord-316993-mv577rok 7 14 using use VBG cord-316993-mv577rok 7 15 the the DT cord-316993-mv577rok 7 16 public public JJ cord-316993-mv577rok 7 17 SIVEP SIVEP NNP cord-316993-mv577rok 7 18 - - HYPH cord-316993-mv577rok 7 19 Gripe Gripe NNP cord-316993-mv577rok 7 20 dataset dataset NN cord-316993-mv577rok 7 21 . . . cord-316993-mv577rok 8 1 The the DT cord-316993-mv577rok 8 2 number number NN cord-316993-mv577rok 8 3 of of IN cord-316993-mv577rok 8 4 fatalities fatality NNS cord-316993-mv577rok 8 5 is be VBZ cord-316993-mv577rok 8 6 obtained obtain VBN cord-316993-mv577rok 8 7 using use VBG cord-316993-mv577rok 8 8 the the DT cord-316993-mv577rok 8 9 public public JJ cord-316993-mv577rok 8 10 Painel Painel NNP cord-316993-mv577rok 8 11 Coronavirus Coronavirus NNP cord-316993-mv577rok 8 12 dataset dataset NN cord-316993-mv577rok 8 13 . . . cord-316993-mv577rok 9 1 The the DT cord-316993-mv577rok 9 2 IFR IFR NNP cord-316993-mv577rok 9 3 is be VBZ cord-316993-mv577rok 9 4 computed compute VBN cord-316993-mv577rok 9 5 for for IN cord-316993-mv577rok 9 6 each each DT cord-316993-mv577rok 9 7 survey survey NN cord-316993-mv577rok 9 8 stage stage NN cord-316993-mv577rok 9 9 and and CC cord-316993-mv577rok 9 10 27 27 CD cord-316993-mv577rok 9 11 federal federal JJ cord-316993-mv577rok 9 12 states state NNS cord-316993-mv577rok 9 13 . . . cord-316993-mv577rok 10 1 We -PRON- PRP cord-316993-mv577rok 10 2 infer infer VBP cord-316993-mv577rok 10 3 a a DT cord-316993-mv577rok 10 4 country country NN cord-316993-mv577rok 10 5 - - HYPH cord-316993-mv577rok 10 6 wide wide JJ cord-316993-mv577rok 10 7 average average JJ cord-316993-mv577rok 10 8 IFR ifr NN cord-316993-mv577rok 10 9 of of IN cord-316993-mv577rok 10 10 1.05 1.05 CD cord-316993-mv577rok 10 11 % % NN cord-316993-mv577rok 10 12 ( ( -LRB- cord-316993-mv577rok 10 13 95 95 CD cord-316993-mv577rok 10 14 % % NN cord-316993-mv577rok 10 15 CI ci NN cord-316993-mv577rok 10 16 : : : cord-316993-mv577rok 10 17 0.96 0.96 CD cord-316993-mv577rok 10 18 - - SYM cord-316993-mv577rok 10 19 1.17 1.17 CD cord-316993-mv577rok 10 20 % % NN cord-316993-mv577rok 10 21 ) ) -RRB- cord-316993-mv577rok 10 22 and and CC cord-316993-mv577rok 10 23 find find VB cord-316993-mv577rok 10 24 evidence evidence NN cord-316993-mv577rok 10 25 for for IN cord-316993-mv577rok 10 26 its -PRON- PRP$ cord-316993-mv577rok 10 27 increase increase NN cord-316993-mv577rok 10 28 starting start VBG cord-316993-mv577rok 10 29 in in IN cord-316993-mv577rok 10 30 June June NNP cord-316993-mv577rok 10 31 2020 2020 CD cord-316993-mv577rok 10 32 . . . cord-316993-mv577rok 11 1 The the DT cord-316993-mv577rok 11 2 infection infection NN cord-316993-mv577rok 11 3 fatality fatality NN cord-316993-mv577rok 11 4 rate rate NN cord-316993-mv577rok 11 5 ( ( -LRB- cord-316993-mv577rok 11 6 IFR IFR NNP cord-316993-mv577rok 11 7 ) ) -RRB- cord-316993-mv577rok 11 8 is be VBZ cord-316993-mv577rok 11 9 one one CD cord-316993-mv577rok 11 10 of of IN cord-316993-mv577rok 11 11 the the DT cord-316993-mv577rok 11 12 most most RBS cord-316993-mv577rok 11 13 important important JJ cord-316993-mv577rok 11 14 quantities quantity NNS cord-316993-mv577rok 11 15 of of IN cord-316993-mv577rok 11 16 any any DT cord-316993-mv577rok 11 17 new new JJ cord-316993-mv577rok 11 18 disease disease NN cord-316993-mv577rok 11 19 . . . cord-316993-mv577rok 12 1 An an DT cord-316993-mv577rok 12 2 accurate accurate JJ cord-316993-mv577rok 12 3 estimate estimate NN cord-316993-mv577rok 12 4 of of IN cord-316993-mv577rok 12 5 both both CC cord-316993-mv577rok 12 6 the the DT cord-316993-mv577rok 12 7 case case NN cord-316993-mv577rok 12 8 fatality fatality NN cord-316993-mv577rok 12 9 rate rate NN cord-316993-mv577rok 12 10 ( ( -LRB- cord-316993-mv577rok 12 11 CFR CFR NNP cord-316993-mv577rok 12 12 ) ) -RRB- cord-316993-mv577rok 12 13 and and CC cord-316993-mv577rok 12 14 IFR IFR NNP cord-316993-mv577rok 12 15 is be VBZ cord-316993-mv577rok 12 16 thus thus RB cord-316993-mv577rok 12 17 usually usually RB cord-316993-mv577rok 12 18 a a DT cord-316993-mv577rok 12 19 challenge challenge NN cord-316993-mv577rok 12 20 before before IN cord-316993-mv577rok 12 21 the the DT cord-316993-mv577rok 12 22 end end NN cord-316993-mv577rok 12 23 of of IN cord-316993-mv577rok 12 24 a a DT cord-316993-mv577rok 12 25 pandemic pandemic NN cord-316993-mv577rok 12 26 . . . cord-316993-mv577rok 13 1 1 1 LS cord-316993-mv577rok 14 1 It -PRON- PRP cord-316993-mv577rok 14 2 is be VBZ cord-316993-mv577rok 14 3 , , , cord-316993-mv577rok 14 4 nevertheless nevertheless RB cord-316993-mv577rok 14 5 , , , cord-316993-mv577rok 14 6 a a DT cord-316993-mv577rok 14 7 very very RB cord-316993-mv577rok 14 8 important important JJ cord-316993-mv577rok 14 9 endeavor endeavor NN cord-316993-mv577rok 14 10 as as IN cord-316993-mv577rok 14 11 it -PRON- PRP cord-316993-mv577rok 14 12 has have VBZ cord-316993-mv577rok 14 13 direct direct JJ cord-316993-mv577rok 14 14 implications implication NNS cord-316993-mv577rok 14 15 on on IN cord-316993-mv577rok 14 16 the the DT cord-316993-mv577rok 14 17 amount amount NN cord-316993-mv577rok 14 18 of of IN cord-316993-mv577rok 14 19 resources resource NNS cord-316993-mv577rok 14 20 and and CC cord-316993-mv577rok 14 21 effort effort NN cord-316993-mv577rok 14 22 that that WDT cord-316993-mv577rok 14 23 should should MD cord-316993-mv577rok 14 24 be be VB cord-316993-mv577rok 14 25 allocated allocate VBN cord-316993-mv577rok 14 26 to to TO cord-316993-mv577rok 14 27 prevent prevent VB cord-316993-mv577rok 14 28 the the DT cord-316993-mv577rok 14 29 spread spread NN cord-316993-mv577rok 14 30 of of IN cord-316993-mv577rok 14 31 the the DT cord-316993-mv577rok 14 32 disease disease NN cord-316993-mv577rok 14 33 and and CC cord-316993-mv577rok 14 34 help help VB cord-316993-mv577rok 14 35 steer steer VB cord-316993-mv577rok 14 36 policy policy NN cord-316993-mv577rok 14 37 - - HYPH cord-316993-mv577rok 14 38 making making NN cord-316993-mv577rok 14 39 in in IN cord-316993-mv577rok 14 40 general general JJ cord-316993-mv577rok 14 41 . . . cord-316993-mv577rok 15 1 For for IN cord-316993-mv577rok 15 2 instance instance NN cord-316993-mv577rok 15 3 using use VBG cord-316993-mv577rok 15 4 the the DT cord-316993-mv577rok 15 5 United United NNP cord-316993-mv577rok 15 6 States States NNP cord-316993-mv577rok 15 7 as as IN cord-316993-mv577rok 15 8 reference reference NN cord-316993-mv577rok 15 9 , , , cord-316993-mv577rok 15 10 Perlroth Perlroth NNP cord-316993-mv577rok 15 11 et et NNP cord-316993-mv577rok 15 12 al al NNP cord-316993-mv577rok 15 13 . . NNP cord-316993-mv577rok 15 14 2 2 CD cord-316993-mv577rok 15 15 concluded conclude VBD cord-316993-mv577rok 15 16 that that IN cord-316993-mv577rok 15 17 a a DT cord-316993-mv577rok 15 18 CFR CFR NNP cord-316993-mv577rok 15 19 below below IN cord-316993-mv577rok 15 20 1 1 CD cord-316993-mv577rok 15 21 % % NN cord-316993-mv577rok 15 22 makes make VBZ cord-316993-mv577rok 15 23 schoolclosures schoolclosure NNS cord-316993-mv577rok 15 24 and and CC cord-316993-mv577rok 15 25 social social JJ cord-316993-mv577rok 15 26 distancing distance VBG cord-316993-mv577rok 15 27 not not RB cord-316993-mv577rok 15 28 cost cost NN cord-316993-mv577rok 15 29 - - HYPH cord-316993-mv577rok 15 30 effective effective JJ cord-316993-mv577rok 15 31 . . . cord-316993-mv577rok 16 1 In in IN cord-316993-mv577rok 16 2 order order NN cord-316993-mv577rok 16 3 to to TO cord-316993-mv577rok 16 4 estimate estimate VB cord-316993-mv577rok 16 5 the the DT cord-316993-mv577rok 16 6 IFR IFR NNP cord-316993-mv577rok 16 7 one one PRP cord-316993-mv577rok 16 8 needs need VBZ cord-316993-mv577rok 16 9 not not RB cord-316993-mv577rok 16 10 only only RB cord-316993-mv577rok 16 11 an an DT cord-316993-mv577rok 16 12 estimate estimate NN cord-316993-mv577rok 16 13 of of IN cord-316993-mv577rok 16 14 the the DT cord-316993-mv577rok 16 15 number number NN cord-316993-mv577rok 16 16 of of IN cord-316993-mv577rok 16 17 deaths death NNS cord-316993-mv577rok 16 18 , , , cord-316993-mv577rok 16 19 but but CC cord-316993-mv577rok 16 20 also also RB cord-316993-mv577rok 16 21 of of IN cord-316993-mv577rok 16 22 the the DT cord-316993-mv577rok 16 23 total total JJ cord-316993-mv577rok 16 24 infected infected JJ cord-316993-mv577rok 16 25 population population NN cord-316993-mv577rok 16 26 , , , cord-316993-mv577rok 16 27 and and CC cord-316993-mv577rok 16 28 then then RB cord-316993-mv577rok 16 29 to to TO cord-316993-mv577rok 16 30 compare compare VB cord-316993-mv577rok 16 31 both both DT cord-316993-mv577rok 16 32 within within IN cord-316993-mv577rok 16 33 the the DT cord-316993-mv577rok 16 34 same same JJ cord-316993-mv577rok 16 35 time time NN cord-316993-mv577rok 16 36 period period NN cord-316993-mv577rok 16 37 . . . cord-316993-mv577rok 17 1 It -PRON- PRP cord-316993-mv577rok 17 2 is be VBZ cord-316993-mv577rok 17 3 , , , cord-316993-mv577rok 17 4 therefore therefore RB cord-316993-mv577rok 17 5 , , , cord-316993-mv577rok 17 6 a a DT cord-316993-mv577rok 17 7 difficult difficult JJ cord-316993-mv577rok 17 8 task task NN cord-316993-mv577rok 17 9 as as IN cord-316993-mv577rok 17 10 many many JJ cord-316993-mv577rok 17 11 cases case NNS cord-316993-mv577rok 17 12 are be VBP cord-316993-mv577rok 17 13 asymptomatic asymptomatic JJ cord-316993-mv577rok 17 14 or or CC cord-316993-mv577rok 17 15 develop develop VBP cord-316993-mv577rok 17 16 only only RB cord-316993-mv577rok 17 17 mild mild JJ cord-316993-mv577rok 17 18 symptoms symptom NNS cord-316993-mv577rok 17 19 and and CC cord-316993-mv577rok 17 20 are be VBP cord-316993-mv577rok 17 21 often often RB cord-316993-mv577rok 17 22 unaccounted unaccounte VBN cord-316993-mv577rok 17 23 for for IN cord-316993-mv577rok 17 24 . . . cord-316993-mv577rok 18 1 It -PRON- PRP cord-316993-mv577rok 18 2 is be VBZ cord-316993-mv577rok 18 3 also also RB cord-316993-mv577rok 18 4 hampered hamper VBN cord-316993-mv577rok 18 5 due due IN cord-316993-mv577rok 18 6 to to IN cord-316993-mv577rok 18 7 the the DT cord-316993-mv577rok 18 8 lack lack NN cord-316993-mv577rok 18 9 of of IN cord-316993-mv577rok 18 10 testing testing NN cord-316993-mv577rok 18 11 in in IN cord-316993-mv577rok 18 12 many many JJ cord-316993-mv577rok 18 13 countries country NNS cord-316993-mv577rok 18 14 . . . cord-316993-mv577rok 19 1 3 3 LS cord-316993-mv577rok 20 1 The the DT cord-316993-mv577rok 20 2 total total JJ cord-316993-mv577rok 20 3 number number NN cord-316993-mv577rok 20 4 of of IN cord-316993-mv577rok 20 5 deaths death NNS cord-316993-mv577rok 20 6 during during IN cord-316993-mv577rok 20 7 an an DT cord-316993-mv577rok 20 8 epidemic epidemic NN cord-316993-mv577rok 20 9 can can MD cord-316993-mv577rok 20 10 be be VB cord-316993-mv577rok 20 11 biased bias VBN cord-316993-mv577rok 20 12 by by IN cord-316993-mv577rok 20 13 the the DT cord-316993-mv577rok 20 14 mislabeling mislabeling NN cord-316993-mv577rok 20 15 of of IN cord-316993-mv577rok 20 16 undiagnosed undiagnosed JJ cord-316993-mv577rok 20 17 fatalities fatality NNS cord-316993-mv577rok 20 18 . . . cord-316993-mv577rok 21 1 To to TO cord-316993-mv577rok 21 2 circumvent circumvent VB cord-316993-mv577rok 21 3 this this DT cord-316993-mv577rok 21 4 possibility possibility NN cord-316993-mv577rok 21 5 , , , cord-316993-mv577rok 21 6 one one PRP cord-316993-mv577rok 21 7 can can MD cord-316993-mv577rok 21 8 rely rely VB cord-316993-mv577rok 21 9 on on IN cord-316993-mv577rok 21 10 statistical statistical JJ cord-316993-mv577rok 21 11 estimates estimate NNS cord-316993-mv577rok 21 12 from from IN cord-316993-mv577rok 21 13 the the DT cord-316993-mv577rok 21 14 study study NN cord-316993-mv577rok 21 15 of of IN cord-316993-mv577rok 21 16 the the DT cord-316993-mv577rok 21 17 excess excess JJ cord-316993-mv577rok 21 18 deaths death NNS cord-316993-mv577rok 21 19 in in IN cord-316993-mv577rok 21 20 a a DT cord-316993-mv577rok 21 21 given give VBN cord-316993-mv577rok 21 22 period period NN cord-316993-mv577rok 21 23 of of IN cord-316993-mv577rok 21 24 time time NN cord-316993-mv577rok 21 25 . . . cord-316993-mv577rok 22 1 In in IN cord-316993-mv577rok 22 2 the the DT cord-316993-mv577rok 22 3 case case NN cord-316993-mv577rok 22 4 of of IN cord-316993-mv577rok 22 5 COVID-19 COVID-19 NNP cord-316993-mv577rok 22 6 this this DT cord-316993-mv577rok 22 7 method method NN cord-316993-mv577rok 22 8 is be VBZ cord-316993-mv577rok 22 9 being be VBG cord-316993-mv577rok 22 10 pursued pursue VBN cord-316993-mv577rok 22 11 by by IN cord-316993-mv577rok 22 12 many many JJ cord-316993-mv577rok 22 13 groups group NNS cord-316993-mv577rok 22 14 , , , cord-316993-mv577rok 22 15 4 4 CD cord-316993-mv577rok 22 16 - - SYM cord-316993-mv577rok 22 17 6 6 CD cord-316993-mv577rok 22 18 including include VBG cord-316993-mv577rok 22 19 the the DT cord-316993-mv577rok 22 20 mainstream mainstream NN cord-316993-mv577rok 22 21 media medium NNS cord-316993-mv577rok 22 22 , , , cord-316993-mv577rok 22 23 7 7 CD cord-316993-mv577rok 22 24 - - SYM cord-316993-mv577rok 22 25 9 9 CD cord-316993-mv577rok 22 26 as as IN cord-316993-mv577rok 22 27 a a DT cord-316993-mv577rok 22 28 method method NN cord-316993-mv577rok 22 29 which which WDT cord-316993-mv577rok 22 30 is be VBZ cord-316993-mv577rok 22 31 complementary complementary JJ cord-316993-mv577rok 22 32 to to IN cord-316993-mv577rok 22 33 the the DT cord-316993-mv577rok 22 34 officially officially RB cord-316993-mv577rok 22 35 reported report VBN cord-316993-mv577rok 22 36 numbers number NNS cord-316993-mv577rok 22 37 . . . cord-316993-mv577rok 23 1 However however RB cord-316993-mv577rok 23 2 , , , cord-316993-mv577rok 23 3 this this DT cord-316993-mv577rok 23 4 approach approach NN cord-316993-mv577rok 23 5 invariably invariably RB cord-316993-mv577rok 23 6 suffers suffer VBZ cord-316993-mv577rok 23 7 from from IN cord-316993-mv577rok 23 8 important important JJ cord-316993-mv577rok 23 9 modeling modeling NN cord-316993-mv577rok 23 10 uncertainties uncertainty NNS cord-316993-mv577rok 23 11 . . . cord-316993-mv577rok 24 1 5 5 LS cord-316993-mv577rok 25 1 This this DT cord-316993-mv577rok 25 2 may may MD cord-316993-mv577rok 25 3 be be VB cord-316993-mv577rok 25 4 especially especially RB cord-316993-mv577rok 25 5 true true JJ cord-316993-mv577rok 25 6 during during IN cord-316993-mv577rok 25 7 the the DT cord-316993-mv577rok 25 8 current current JJ cord-316993-mv577rok 25 9 pandemic pandemic NN cord-316993-mv577rok 25 10 which which WDT cord-316993-mv577rok 25 11 has have VBZ cord-316993-mv577rok 25 12 seen see VBN cord-316993-mv577rok 25 13 an an DT cord-316993-mv577rok 25 14 unprecedented unprecedented JJ cord-316993-mv577rok 25 15 amount amount NN cord-316993-mv577rok 25 16 of of IN cord-316993-mv577rok 25 17 disruption disruption NN cord-316993-mv577rok 25 18 of of IN cord-316993-mv577rok 25 19 economic economic JJ cord-316993-mv577rok 25 20 activity activity NN cord-316993-mv577rok 25 21 and and CC cord-316993-mv577rok 25 22 social social JJ cord-316993-mv577rok 25 23 behavior behavior NN cord-316993-mv577rok 25 24 , , , cord-316993-mv577rok 25 25 which which WDT cord-316993-mv577rok 25 26 includes include VBZ cord-316993-mv577rok 25 27 a a DT cord-316993-mv577rok 25 28 large large JJ cord-316993-mv577rok 25 29 fraction fraction NN cord-316993-mv577rok 25 30 of of IN cord-316993-mv577rok 25 31 the the DT cord-316993-mv577rok 25 32 population population NN cord-316993-mv577rok 25 33 undertaking undertake VBG cord-316993-mv577rok 25 34 social social JJ cord-316993-mv577rok 25 35 distancing distance VBG cord-316993-mv577rok 25 36 measures measure NNS cord-316993-mv577rok 25 37 . . . cord-316993-mv577rok 26 1 10 10 CD cord-316993-mv577rok 26 2 One one CD cord-316993-mv577rok 26 3 of of IN cord-316993-mv577rok 26 4 the the DT cord-316993-mv577rok 26 5 first first JJ cord-316993-mv577rok 26 6 detailed detailed JJ cord-316993-mv577rok 26 7 analysis analysis NN cord-316993-mv577rok 26 8 of of IN cord-316993-mv577rok 26 9 the the DT cord-316993-mv577rok 26 10 IFR IFR NNP cord-316993-mv577rok 26 11 of of IN cord-316993-mv577rok 26 12 COVID-19 COVID-19 NNP cord-316993-mv577rok 26 13 was be VBD cord-316993-mv577rok 26 14 based base VBN cord-316993-mv577rok 26 15 on on IN cord-316993-mv577rok 26 16 around around RB cord-316993-mv577rok 26 17 70 70 CD cord-316993-mv577rok 26 18 thousand thousand CD cord-316993-mv577rok 26 19 clinically clinically RB cord-316993-mv577rok 26 20 diagnosed diagnose VBN cord-316993-mv577rok 26 21 cases case NNS cord-316993-mv577rok 26 22 in in IN cord-316993-mv577rok 26 23 China China NNP cord-316993-mv577rok 26 24 . . . cord-316993-mv577rok 27 1 After after IN cord-316993-mv577rok 27 2 adjusting adjust VBG cord-316993-mv577rok 27 3 for for IN cord-316993-mv577rok 27 4 demography demography NN cord-316993-mv577rok 27 5 and and CC cord-316993-mv577rok 27 6 under under IN cord-316993-mv577rok 27 7 - - HYPH cord-316993-mv577rok 27 8 ascertainment ascertainment NN cord-316993-mv577rok 27 9 Verity Verity NNP cord-316993-mv577rok 27 10 et et NNP cord-316993-mv577rok 27 11 15 15 CD cord-316993-mv577rok 28 1 On on IN cord-316993-mv577rok 28 2 the the DT cord-316993-mv577rok 28 3 other other JJ cord-316993-mv577rok 28 4 hand hand NN cord-316993-mv577rok 28 5 , , , cord-316993-mv577rok 28 6 a a DT cord-316993-mv577rok 28 7 report report NN cord-316993-mv577rok 28 8 by by IN cord-316993-mv577rok 28 9 the the DT cord-316993-mv577rok 28 10 group group NN cord-316993-mv577rok 28 11 at at IN cord-316993-mv577rok 28 12 Imperial Imperial NNP cord-316993-mv577rok 28 13 College College NNP cord-316993-mv577rok 28 14 London London NNP cord-316993-mv577rok 28 15 estimated estimate VBD cord-316993-mv577rok 28 16 much much RB cord-316993-mv577rok 28 17 higher high JJR cord-316993-mv577rok 28 18 values value NNS cord-316993-mv577rok 28 19 for for IN cord-316993-mv577rok 28 20 the the DT cord-316993-mv577rok 28 21 16 16 CD cord-316993-mv577rok 28 22 Brazilian brazilian JJ cord-316993-mv577rok 28 23 states state NNS cord-316993-mv577rok 28 24 they -PRON- PRP cord-316993-mv577rok 28 25 considered consider VBD cord-316993-mv577rok 28 26 , , , cord-316993-mv577rok 28 27 16 16 CD cord-316993-mv577rok 28 28 which which WDT cord-316993-mv577rok 28 29 , , , cord-316993-mv577rok 28 30 combined combine VBN cord-316993-mv577rok 28 31 , , , cord-316993-mv577rok 28 32 suggest suggest VBP cord-316993-mv577rok 28 33 an an DT cord-316993-mv577rok 28 34 overall overall JJ cord-316993-mv577rok 28 35 IFR ifr NN cord-316993-mv577rok 28 36 of of IN cord-316993-mv577rok 28 37 0.9 0.9 CD cord-316993-mv577rok 28 38 % % NN cord-316993-mv577rok 28 39 . . . cord-316993-mv577rok 29 1 The the DT cord-316993-mv577rok 29 2 incompatible incompatible JJ cord-316993-mv577rok 29 3 estimates estimate NNS cord-316993-mv577rok 29 4 above above IN cord-316993-mv577rok 29 5 highlight highlight VBP cord-316993-mv577rok 29 6 the the DT cord-316993-mv577rok 29 7 in- in- NN cord-316993-mv577rok 29 8 . . . cord-316993-mv577rok 30 1 CC CC NNP cord-316993-mv577rok 30 2 - - : cord-316993-mv577rok 30 3 BY by IN cord-316993-mv577rok 30 4 4.0 4.0 CD cord-316993-mv577rok 30 5 International international JJ cord-316993-mv577rok 30 6 license license NN cord-316993-mv577rok 31 1 It -PRON- PRP cord-316993-mv577rok 31 2 is be VBZ cord-316993-mv577rok 31 3 made make VBN cord-316993-mv577rok 31 4 available available JJ cord-316993-mv577rok 31 5 under under IN cord-316993-mv577rok 31 6 a a DT cord-316993-mv577rok 32 1 is be VBZ cord-316993-mv577rok 32 2 the the DT cord-316993-mv577rok 32 3 author author NN cord-316993-mv577rok 32 4 / / SYM cord-316993-mv577rok 32 5 funder funder NN cord-316993-mv577rok 32 6 , , , cord-316993-mv577rok 32 7 who who WP cord-316993-mv577rok 32 8 has have VBZ cord-316993-mv577rok 32 9 granted grant VBN cord-316993-mv577rok 32 10 medRxiv medRxiv NNS cord-316993-mv577rok 32 11 a a DT cord-316993-mv577rok 32 12 license license NN cord-316993-mv577rok 32 13 to to TO cord-316993-mv577rok 32 14 display display VB cord-316993-mv577rok 32 15 the the DT cord-316993-mv577rok 32 16 preprint preprint NN cord-316993-mv577rok 32 17 in in IN cord-316993-mv577rok 32 18 perpetuity perpetuity NN cord-316993-mv577rok 32 19 . . . cord-316993-mv577rok 33 1 ( ( -LRB- cord-316993-mv577rok 33 2 which which WDT cord-316993-mv577rok 33 3 was be VBD cord-316993-mv577rok 33 4 not not RB cord-316993-mv577rok 33 5 certified certify VBN cord-316993-mv577rok 33 6 by by IN cord-316993-mv577rok 33 7 peer peer NN cord-316993-mv577rok 33 8 review review NN cord-316993-mv577rok 33 9 ) ) -RRB- cord-316993-mv577rok 34 1 The the DT cord-316993-mv577rok 34 2 copyright copyright NN cord-316993-mv577rok 34 3 holder holder NN cord-316993-mv577rok 34 4 for for IN cord-316993-mv577rok 34 5 this this DT cord-316993-mv577rok 34 6 preprint preprint NN cord-316993-mv577rok 34 7 this this DT cord-316993-mv577rok 34 8 version version NN cord-316993-mv577rok 34 9 posted post VBD cord-316993-mv577rok 34 10 August August NNP cord-316993-mv577rok 34 11 21 21 CD cord-316993-mv577rok 34 12 , , , cord-316993-mv577rok 34 13 2020 2020 CD cord-316993-mv577rok 34 14 . . . cord-316993-mv577rok 35 1 herent herent NNP cord-316993-mv577rok 35 2 uncertainty uncertainty NN cord-316993-mv577rok 35 3 in in IN cord-316993-mv577rok 35 4 modeling model VBG cord-316993-mv577rok 35 5 a a DT cord-316993-mv577rok 35 6 new new JJ cord-316993-mv577rok 35 7 disease disease NN cord-316993-mv577rok 35 8 that that WDT cord-316993-mv577rok 35 9 has have VBZ cord-316993-mv577rok 35 10 caused cause VBN cord-316993-mv577rok 35 11 such such PDT cord-316993-mv577rok 35 12 an an DT cord-316993-mv577rok 35 13 unprecedented unprecedented JJ cord-316993-mv577rok 35 14 change change NN cord-316993-mv577rok 35 15 in in IN cord-316993-mv577rok 35 16 lifestyle lifestyle NN cord-316993-mv577rok 35 17 worldwide worldwide RB cord-316993-mv577rok 35 18 . . . cord-316993-mv577rok 36 1 This this DT cord-316993-mv577rok 36 2 is be VBZ cord-316993-mv577rok 36 3 the the DT cord-316993-mv577rok 36 4 main main JJ cord-316993-mv577rok 36 5 reason reason NN cord-316993-mv577rok 36 6 why why WRB cord-316993-mv577rok 36 7 one one PRP cord-316993-mv577rok 36 8 should should MD cord-316993-mv577rok 36 9 rely rely VB cord-316993-mv577rok 36 10 on on IN cord-316993-mv577rok 36 11 seroprevalence seroprevalence NN cord-316993-mv577rok 36 12 estimates estimate NNS cord-316993-mv577rok 36 13 in in IN cord-316993-mv577rok 36 14 order order NN cord-316993-mv577rok 36 15 to to TO cord-316993-mv577rok 36 16 estimate estimate VB cord-316993-mv577rok 36 17 the the DT cord-316993-mv577rok 36 18 IFR IFR NNP cord-316993-mv577rok 36 19 of of IN cord-316993-mv577rok 36 20 COVID-19 COVID-19 NNP cord-316993-mv577rok 36 21 . . . cord-316993-mv577rok 37 1 In in IN cord-316993-mv577rok 37 2 a a DT cord-316993-mv577rok 37 3 recent recent JJ cord-316993-mv577rok 37 4 study study NN cord-316993-mv577rok 37 5 , , , cord-316993-mv577rok 37 6 relying rely VBG cord-316993-mv577rok 37 7 on on IN cord-316993-mv577rok 37 8 antibody antibody NN cord-316993-mv577rok 37 9 screening screening NN cord-316993-mv577rok 37 10 of of IN cord-316993-mv577rok 37 11 blood blood NN cord-316993-mv577rok 37 12 donors donor NNS cord-316993-mv577rok 37 13 , , , cord-316993-mv577rok 37 14 the the DT cord-316993-mv577rok 37 15 IFR IFR NNP cord-316993-mv577rok 37 16 was be VBD cord-316993-mv577rok 37 17 estimated estimate VBN cord-316993-mv577rok 37 18 to to TO cord-316993-mv577rok 37 19 be be VB cord-316993-mv577rok 37 20 much much RB cord-316993-mv577rok 37 21 lower low JJR cord-316993-mv577rok 37 22 , , , cord-316993-mv577rok 37 23 less less JJR cord-316993-mv577rok 37 24 than than IN cord-316993-mv577rok 37 25 0.21 0.21 CD cord-316993-mv577rok 37 26 % % NN cord-316993-mv577rok 37 27 at at IN cord-316993-mv577rok 37 28 95 95 CD cord-316993-mv577rok 37 29 % % NN cord-316993-mv577rok 37 30 CL CL NNP cord-316993-mv577rok 37 31 . . . cord-316993-mv577rok 38 1 17 17 CD cord-316993-mv577rok 39 1 Such such JJ cord-316993-mv577rok 39 2 an an DT cord-316993-mv577rok 39 3 approach approach NN cord-316993-mv577rok 39 4 is be VBZ cord-316993-mv577rok 39 5 , , , cord-316993-mv577rok 39 6 however however RB cord-316993-mv577rok 39 7 , , , cord-316993-mv577rok 39 8 limited limit VBN cord-316993-mv577rok 39 9 by by IN cord-316993-mv577rok 39 10 the the DT cord-316993-mv577rok 39 11 fact fact NN cord-316993-mv577rok 39 12 that that IN cord-316993-mv577rok 39 13 blood blood NN cord-316993-mv577rok 39 14 donors donor NNS cord-316993-mv577rok 39 15 may may MD cord-316993-mv577rok 39 16 not not RB cord-316993-mv577rok 39 17 be be VB cord-316993-mv577rok 39 18 representative representative JJ cord-316993-mv577rok 39 19 of of IN cord-316993-mv577rok 39 20 the the DT cord-316993-mv577rok 39 21 population population NN cord-316993-mv577rok 39 22 . . . cord-316993-mv577rok 40 1 In in IN cord-316993-mv577rok 40 2 particular particular JJ cord-316993-mv577rok 40 3 all all DT cord-316993-mv577rok 40 4 donors donor NNS cord-316993-mv577rok 40 5 are be VBP cord-316993-mv577rok 40 6 younger young JJR cord-316993-mv577rok 40 7 than than IN cord-316993-mv577rok 40 8 70 70 CD cord-316993-mv577rok 40 9 and and CC cord-316993-mv577rok 40 10 healthy healthy JJ cord-316993-mv577rok 40 11 . . . cord-316993-mv577rok 41 1 The the DT cord-316993-mv577rok 41 2 ideal ideal JJ cord-316993-mv577rok 41 3 approach approach NN cord-316993-mv577rok 41 4 to to TO cord-316993-mv577rok 41 5 circumvent circumvent VB cord-316993-mv577rok 41 6 the the DT cord-316993-mv577rok 41 7 limitations limitation NNS cord-316993-mv577rok 41 8 above above RB cord-316993-mv577rok 41 9 is be VBZ cord-316993-mv577rok 41 10 to to TO cord-316993-mv577rok 41 11 conduct conduct VB cord-316993-mv577rok 41 12 random random JJ cord-316993-mv577rok 41 13 serology serology NN cord-316993-mv577rok 41 14 studies study NNS cord-316993-mv577rok 41 15 in in IN cord-316993-mv577rok 41 16 the the DT cord-316993-mv577rok 41 17 population population NN cord-316993-mv577rok 41 18 . . . cord-316993-mv577rok 42 1 One one CD cord-316993-mv577rok 42 2 such such JJ cord-316993-mv577rok 42 3 study study NN cord-316993-mv577rok 42 4 -conducted -conducte VBN cord-316993-mv577rok 42 5 in in IN cord-316993-mv577rok 42 6 Geneva Geneva NNP cord-316993-mv577rok 42 7 , , , cord-316993-mv577rok 42 8 Switzerland Switzerland NNP cord-316993-mv577rok 42 9 , , , cord-316993-mv577rok 42 10 with with IN cord-316993-mv577rok 42 11 2766 2766 CD cord-316993-mv577rok 42 12 participants participant NNS cord-316993-mv577rok 42 13 -found -found VBD cord-316993-mv577rok 43 1 that that IN cord-316993-mv577rok 43 2 for for IN cord-316993-mv577rok 43 3 every every DT cord-316993-mv577rok 43 4 reported report VBN cord-316993-mv577rok 43 5 COVID-19 covid-19 CD cord-316993-mv577rok 43 6 case case NN cord-316993-mv577rok 43 7 there there EX cord-316993-mv577rok 43 8 were be VBD cord-316993-mv577rok 43 9 another another DT cord-316993-mv577rok 43 10 10.6 10.6 CD cord-316993-mv577rok 43 11 unreported unreported JJ cord-316993-mv577rok 43 12 ones one NNS cord-316993-mv577rok 43 13 , , , cord-316993-mv577rok 43 14 18 18 CD cord-316993-mv577rok 43 15 a a DT cord-316993-mv577rok 43 16 large large JJ cord-316993-mv577rok 43 17 discrepancy discrepancy NN cord-316993-mv577rok 43 18 which which WDT cord-316993-mv577rok 43 19 again again RB cord-316993-mv577rok 43 20 stresses stress VBZ cord-316993-mv577rok 43 21 the the DT cord-316993-mv577rok 43 22 difficulties difficulty NNS cord-316993-mv577rok 43 23 that that WDT cord-316993-mv577rok 43 24 models model NNS cord-316993-mv577rok 43 25 have have VBP cord-316993-mv577rok 43 26 to to TO cord-316993-mv577rok 43 27 deal deal VB cord-316993-mv577rok 43 28 with with IN cord-316993-mv577rok 43 29 . . . cord-316993-mv577rok 44 1 The the DT cord-316993-mv577rok 44 2 same same JJ cord-316993-mv577rok 44 3 group group NN cord-316993-mv577rok 44 4 reported report VBD cord-316993-mv577rok 44 5 an an DT cord-316993-mv577rok 44 6 IFR IFR NNP cord-316993-mv577rok 44 7 of of IN cord-316993-mv577rok 44 8 0.64 0.64 CD cord-316993-mv577rok 44 9 % % NN cord-316993-mv577rok 44 10 ( ( -LRB- cord-316993-mv577rok 44 11 95 95 CD cord-316993-mv577rok 44 12 % % NN cord-316993-mv577rok 44 13 CI ci NN cord-316993-mv577rok 44 14 : : : cord-316993-mv577rok 44 15 0.38 0.38 CD cord-316993-mv577rok 44 16 - - HYPH cord-316993-mv577rok 44 17 0.98 0.98 CD cord-316993-mv577rok 44 18 % % NN cord-316993-mv577rok 44 19 ) ) -RRB- cord-316993-mv577rok 44 20 . . . cord-316993-mv577rok 45 1 19 19 CD cord-316993-mv577rok 45 2 A a DT cord-316993-mv577rok 45 3 much much RB cord-316993-mv577rok 45 4 larger large JJR cord-316993-mv577rok 45 5 survey survey NN cord-316993-mv577rok 45 6 with with IN cord-316993-mv577rok 45 7 61075 61075 CD cord-316993-mv577rok 45 8 participants participant NNS cord-316993-mv577rok 45 9 was be VBD cord-316993-mv577rok 45 10 conducted conduct VBN cord-316993-mv577rok 45 11 in in IN cord-316993-mv577rok 45 12 Spain Spain NNP cord-316993-mv577rok 45 13 , , , cord-316993-mv577rok 45 14 but but CC cord-316993-mv577rok 45 15 IFR IFR NNP cord-316993-mv577rok 45 16 estimates estimate NNS cord-316993-mv577rok 45 17 were be VBD cord-316993-mv577rok 45 18 not not RB cord-316993-mv577rok 45 19 reported report VBN cord-316993-mv577rok 45 20 . . . cord-316993-mv577rok 46 1 20 20 CD cord-316993-mv577rok 47 1 A a DT cord-316993-mv577rok 47 2 meta meta JJ cord-316993-mv577rok 47 3 - - HYPH cord-316993-mv577rok 47 4 analysis analysis NN cord-316993-mv577rok 47 5 of of IN cord-316993-mv577rok 47 6 36 36 CD cord-316993-mv577rok 47 7 seroprevalence seroprevalence NN cord-316993-mv577rok 47 8 studies study NNS cord-316993-mv577rok 47 9 performed perform VBN cord-316993-mv577rok 47 10 by by IN cord-316993-mv577rok 47 11 Ioannidis Ioannidis NNP cord-316993-mv577rok 47 12 21 21 CD cord-316993-mv577rok 47 13 found find VBD cord-316993-mv577rok 47 14 that that IN cord-316993-mv577rok 47 15 the the DT cord-316993-mv577rok 47 16 IFR IFR NNP cord-316993-mv577rok 47 17 values value NNS cord-316993-mv577rok 47 18 ranged range VBD cord-316993-mv577rok 47 19 from from IN cord-316993-mv577rok 47 20 0.00 0.00 CD cord-316993-mv577rok 47 21 % % NN cord-316993-mv577rok 47 22 to to TO cord-316993-mv577rok 47 23 1.31 1.31 CD cord-316993-mv577rok 47 24 % % NN cord-316993-mv577rok 47 25 , , , cord-316993-mv577rok 47 26 and and CC cord-316993-mv577rok 47 27 among among IN cord-316993-mv577rok 47 28 32 32 CD cord-316993-mv577rok 47 29 different different JJ cord-316993-mv577rok 47 30 locations location NNS cord-316993-mv577rok 47 31 the the DT cord-316993-mv577rok 47 32 median median JJ cord-316993-mv577rok 47 33 IFR IFR NNP cord-316993-mv577rok 47 34 was be VBD cord-316993-mv577rok 47 35 0.24 0.24 CD cord-316993-mv577rok 47 36 % % NN cord-316993-mv577rok 47 37 . . . cord-316993-mv577rok 48 1 Another another DT cord-316993-mv577rok 48 2 meta meta JJ cord-316993-mv577rok 48 3 - - HYPH cord-316993-mv577rok 48 4 analysis analysis NN cord-316993-mv577rok 48 5 of of IN cord-316993-mv577rok 48 6 25 25 CD cord-316993-mv577rok 48 7 IFR IFR NNP cord-316993-mv577rok 48 8 studies study NNS cord-316993-mv577rok 48 9 found find VBD cord-316993-mv577rok 48 10 an an DT cord-316993-mv577rok 48 11 IFR IFR NNP cord-316993-mv577rok 48 12 of of IN cord-316993-mv577rok 48 13 0.68 0.68 CD cord-316993-mv577rok 48 14 % % NN cord-316993-mv577rok 48 15 ( ( -LRB- cord-316993-mv577rok 48 16 95 95 CD cord-316993-mv577rok 48 17 % % NN cord-316993-mv577rok 48 18 CI ci NN cord-316993-mv577rok 48 19 : : : cord-316993-mv577rok 48 20 0.53 0.53 CD cord-316993-mv577rok 48 21 - - HYPH cord-316993-mv577rok 48 22 0.82 0.82 CD cord-316993-mv577rok 48 23 % % NN cord-316993-mv577rok 48 24 ) ) -RRB- cord-316993-mv577rok 48 25 . . . cord-316993-mv577rok 49 1 22 22 CD cord-316993-mv577rok 50 1 These these DT cord-316993-mv577rok 50 2 results result NNS cord-316993-mv577rok 50 3 hint hint VBP cord-316993-mv577rok 50 4 at at IN cord-316993-mv577rok 50 5 a a DT cord-316993-mv577rok 50 6 possible possible JJ cord-316993-mv577rok 50 7 large large JJ cord-316993-mv577rok 50 8 variation variation NN cord-316993-mv577rok 50 9 in in IN cord-316993-mv577rok 50 10 IFR IFR NNP cord-316993-mv577rok 50 11 values value NNS cord-316993-mv577rok 50 12 around around IN cord-316993-mv577rok 50 13 the the DT cord-316993-mv577rok 50 14 globe globe NN cord-316993-mv577rok 50 15 , , , cord-316993-mv577rok 50 16 although although IN cord-316993-mv577rok 50 17 data datum NNS cord-316993-mv577rok 50 18 from from IN cord-316993-mv577rok 50 19 different different JJ cord-316993-mv577rok 50 20 countries country NNS cord-316993-mv577rok 50 21 were be VBD cord-316993-mv577rok 50 22 reported report VBN cord-316993-mv577rok 50 23 to to TO cord-316993-mv577rok 50 24 be be VB cord-316993-mv577rok 50 25 highly highly RB cord-316993-mv577rok 50 26 heterogeneous heterogeneous JJ cord-316993-mv577rok 50 27 . . . cord-316993-mv577rok 51 1 In in IN cord-316993-mv577rok 51 2 Brazil Brazil NNP cord-316993-mv577rok 51 3 , , , cord-316993-mv577rok 51 4 a a DT cord-316993-mv577rok 51 5 large large JJ cord-316993-mv577rok 51 6 random random JJ cord-316993-mv577rok 51 7 seroprevalence seroprevalence NN cord-316993-mv577rok 51 8 study study NN cord-316993-mv577rok 51 9 was be VBD cord-316993-mv577rok 51 10 performed perform VBN cord-316993-mv577rok 51 11 by by IN cord-316993-mv577rok 51 12 the the DT cord-316993-mv577rok 51 13 EPICOVID19-BR EPICOVID19-BR NNP cord-316993-mv577rok 51 14 team team NN cord-316993-mv577rok 51 15 23 23 CD cord-316993-mv577rok 51 16 which which WDT cord-316993-mv577rok 51 17 aimed aim VBD cord-316993-mv577rok 51 18 to to TO cord-316993-mv577rok 51 19 test test VB cord-316993-mv577rok 51 20 250 250 CD cord-316993-mv577rok 51 21 individuals individual NNS cord-316993-mv577rok 51 22 in in IN cord-316993-mv577rok 51 23 each each DT cord-316993-mv577rok 51 24 of of IN cord-316993-mv577rok 51 25 the the DT cord-316993-mv577rok 51 26 133 133 CD cord-316993-mv577rok 51 27 selected select VBN cord-316993-mv577rok 51 28 large large JJ cord-316993-mv577rok 51 29 sentinel sentinel JJ cord-316993-mv577rok 51 30 cities city NNS cord-316993-mv577rok 51 31 . . . cord-316993-mv577rok 52 1 It -PRON- PRP cord-316993-mv577rok 52 2 has have VBZ cord-316993-mv577rok 52 3 so so RB cord-316993-mv577rok 52 4 far far RB cord-316993-mv577rok 52 5 been be VBN cord-316993-mv577rok 52 6 carried carry VBN cord-316993-mv577rok 52 7 out out RP cord-316993-mv577rok 52 8 in in IN cord-316993-mv577rok 52 9 3 3 CD cord-316993-mv577rok 52 10 stages stage NNS cord-316993-mv577rok 52 11 using use VBG cord-316993-mv577rok 52 12 the the DT cord-316993-mv577rok 52 13 Wondfo Wondfo NNP cord-316993-mv577rok 52 14 lateral lateral JJ cord-316993-mv577rok 52 15 flow flow NN cord-316993-mv577rok 52 16 test test NN cord-316993-mv577rok 52 17 for for IN cord-316993-mv577rok 52 18 immunoglobulin immunoglobulin NN cord-316993-mv577rok 52 19 M M NNP cord-316993-mv577rok 52 20 and and CC cord-316993-mv577rok 52 21 G G NNP cord-316993-mv577rok 52 22 antibodies antibody NNS cord-316993-mv577rok 52 23 against against IN cord-316993-mv577rok 52 24 SARS SARS NNP cord-316993-mv577rok 52 25 - - HYPH cord-316993-mv577rok 52 26 CoV-2 CoV-2 NNP cord-316993-mv577rok 52 27 . . . cord-316993-mv577rok 53 1 The the DT cord-316993-mv577rok 53 2 first first JJ cord-316993-mv577rok 53 3 stage stage NN cord-316993-mv577rok 53 4 was be VBD cord-316993-mv577rok 53 5 conducted conduct VBN cord-316993-mv577rok 53 6 between between IN cord-316993-mv577rok 53 7 May May NNP cord-316993-mv577rok 53 8 14 14 CD cord-316993-mv577rok 53 9 and and CC cord-316993-mv577rok 53 10 21 21 CD cord-316993-mv577rok 53 11 , , , cord-316993-mv577rok 53 12 2020 2020 CD cord-316993-mv577rok 53 13 , , , cord-316993-mv577rok 53 14 but but CC cord-316993-mv577rok 53 15 did do VBD cord-316993-mv577rok 53 16 not not RB cord-316993-mv577rok 53 17 reach reach VB cord-316993-mv577rok 53 18 its -PRON- PRP$ cord-316993-mv577rok 53 19 target target NN cord-316993-mv577rok 53 20 number number NN cord-316993-mv577rok 53 21 of of IN cord-316993-mv577rok 53 22 samples sample NNS cord-316993-mv577rok 53 23 , , , cord-316993-mv577rok 53 24 and and CC cord-316993-mv577rok 53 25 in in IN cord-316993-mv577rok 53 26 only only RB cord-316993-mv577rok 53 27 90 90 CD cord-316993-mv577rok 53 28 of of IN cord-316993-mv577rok 53 29 the the DT cord-316993-mv577rok 53 30 133 133 CD cord-316993-mv577rok 53 31 cities city NNS cord-316993-mv577rok 53 32 at at RB cord-316993-mv577rok 53 33 least least RBS cord-316993-mv577rok 53 34 200 200 CD cord-316993-mv577rok 53 35 tests test NNS cord-316993-mv577rok 53 36 were be VBD cord-316993-mv577rok 53 37 performed perform VBN cord-316993-mv577rok 53 38 . . . cord-316993-mv577rok 54 1 The the DT cord-316993-mv577rok 54 2 total total JJ cord-316993-mv577rok 54 3 number number NN cord-316993-mv577rok 54 4 of of IN cord-316993-mv577rok 54 5 tests test NNS cord-316993-mv577rok 54 6 in in IN cord-316993-mv577rok 54 7 all all DT cord-316993-mv577rok 54 8 cities city NNS cord-316993-mv577rok 54 9 was be VBD cord-316993-mv577rok 54 10 25025 25025 CD cord-316993-mv577rok 54 11 . . . cord-316993-mv577rok 55 1 Round round JJ cord-316993-mv577rok 55 2 2 2 CD cord-316993-mv577rok 55 3 was be VBD cord-316993-mv577rok 55 4 conducted conduct VBN cord-316993-mv577rok 55 5 from from IN cord-316993-mv577rok 55 6 June June NNP cord-316993-mv577rok 55 7 4 4 CD cord-316993-mv577rok 55 8 to to IN cord-316993-mv577rok 55 9 7 7 CD cord-316993-mv577rok 55 10 and and CC cord-316993-mv577rok 55 11 reached reach VBD cord-316993-mv577rok 55 12 over over IN cord-316993-mv577rok 55 13 200 200 CD cord-316993-mv577rok 55 14 tests test NNS cord-316993-mv577rok 55 15 in in IN cord-316993-mv577rok 55 16 120 120 CD cord-316993-mv577rok 55 17 cities city NNS cord-316993-mv577rok 55 18 . . . cord-316993-mv577rok 56 1 Considering consider VBG cord-316993-mv577rok 56 2 all all DT cord-316993-mv577rok 56 3 cities city NNS cord-316993-mv577rok 56 4 a a DT cord-316993-mv577rok 56 5 total total NN cord-316993-mv577rok 56 6 of of IN cord-316993-mv577rok 56 7 31165 31165 CD cord-316993-mv577rok 56 8 individuals individual NNS cord-316993-mv577rok 56 9 were be VBD cord-316993-mv577rok 56 10 tested test VBN cord-316993-mv577rok 56 11 . . . cord-316993-mv577rok 57 1 Round round JJ cord-316993-mv577rok 57 2 3 3 CD cord-316993-mv577rok 57 3 was be VBD cord-316993-mv577rok 57 4 performed perform VBN cord-316993-mv577rok 57 5 between between IN cord-316993-mv577rok 57 6 June June NNP cord-316993-mv577rok 57 7 21 21 CD cord-316993-mv577rok 57 8 and and CC cord-316993-mv577rok 57 9 24 24 CD cord-316993-mv577rok 57 10 and and CC cord-316993-mv577rok 57 11 made make VBD cord-316993-mv577rok 57 12 over over RP cord-316993-mv577rok 57 13 200 200 CD cord-316993-mv577rok 57 14 tests test NNS cord-316993-mv577rok 57 15 in in IN cord-316993-mv577rok 57 16 all all DT cord-316993-mv577rok 57 17 133 133 CD cord-316993-mv577rok 57 18 cities city NNS cord-316993-mv577rok 57 19 for for IN cord-316993-mv577rok 57 20 a a DT cord-316993-mv577rok 57 21 total total NN cord-316993-mv577rok 57 22 of of IN cord-316993-mv577rok 57 23 33207 33207 CD cord-316993-mv577rok 57 24 tests test NNS cord-316993-mv577rok 57 25 . . . cord-316993-mv577rok 58 1 The the DT cord-316993-mv577rok 58 2 total total JJ cord-316993-mv577rok 58 3 number number NN cord-316993-mv577rok 58 4 of of IN cord-316993-mv577rok 58 5 tests test NNS cord-316993-mv577rok 58 6 in in IN cord-316993-mv577rok 58 7 all all DT cord-316993-mv577rok 58 8 rounds round NNS cord-316993-mv577rok 58 9 was be VBD cord-316993-mv577rok 58 10 89397 89397 CD cord-316993-mv577rok 58 11 , , , cord-316993-mv577rok 58 12 see see VB cord-316993-mv577rok 58 13 Figure figure NN cord-316993-mv577rok 58 14 1 1 CD cord-316993-mv577rok 58 15 . . . cord-316993-mv577rok 59 1 The the DT cord-316993-mv577rok 59 2 COVID-19 COVID-19 NNP cord-316993-mv577rok 59 3 pandemic pandemic NN cord-316993-mv577rok 59 4 has have VBZ cord-316993-mv577rok 59 5 strongly strongly RB cord-316993-mv577rok 59 6 affected affect VBN cord-316993-mv577rok 59 7 Brazil Brazil NNP cord-316993-mv577rok 59 8 . . . cord-316993-mv577rok 60 1 24 24 CD cord-316993-mv577rok 61 1 The the DT cord-316993-mv577rok 61 2 federal federal JJ cord-316993-mv577rok 61 3 government government NN cord-316993-mv577rok 61 4 response response NN cord-316993-mv577rok 61 5 has have VBZ cord-316993-mv577rok 61 6 been be VBN cord-316993-mv577rok 61 7 heavily heavily RB cord-316993-mv577rok 61 8 criticized criticize VBN cord-316993-mv577rok 61 9 , , , cord-316993-mv577rok 61 10 25 25 CD cord-316993-mv577rok 61 11 and and CC cord-316993-mv577rok 61 12 in in IN cord-316993-mv577rok 61 13 August August NNP cord-316993-mv577rok 61 14 2020 2020 CD cord-316993-mv577rok 61 15 the the DT cord-316993-mv577rok 61 16 number number NN cord-316993-mv577rok 61 17 of of IN cord-316993-mv577rok 61 18 confirmed confirm VBN cord-316993-mv577rok 61 19 cases case NNS cord-316993-mv577rok 61 20 and and CC cord-316993-mv577rok 61 21 deaths death NNS cord-316993-mv577rok 61 22 crossed cross VBD cord-316993-mv577rok 61 23 3 3 CD cord-316993-mv577rok 61 24 million million CD cord-316993-mv577rok 61 25 and and CC cord-316993-mv577rok 61 26 100 100 CD cord-316993-mv577rok 61 27 thousand thousand CD cord-316993-mv577rok 61 28 , , , cord-316993-mv577rok 61 29 respectively respectively RB cord-316993-mv577rok 61 30 , , , cord-316993-mv577rok 61 31 second second RB cord-316993-mv577rok 61 32 only only RB cord-316993-mv577rok 61 33 to to IN cord-316993-mv577rok 61 34 the the DT cord-316993-mv577rok 61 35 USA USA NNP cord-316993-mv577rok 61 36 in in IN cord-316993-mv577rok 61 37 raw raw JJ cord-316993-mv577rok 61 38 numbers number NNS cord-316993-mv577rok 61 39 . . . cord-316993-mv577rok 62 1 Furthermore furthermore RB cord-316993-mv577rok 62 2 , , , cord-316993-mv577rok 62 3 strong strong JJ cord-316993-mv577rok 62 4 ethnic ethnic JJ cord-316993-mv577rok 62 5 end end NN cord-316993-mv577rok 62 6 regional regional JJ cord-316993-mv577rok 62 7 variations variation NNS cord-316993-mv577rok 62 8 in in IN cord-316993-mv577rok 62 9 hospital hospital NN cord-316993-mv577rok 62 10 mortality mortality NN cord-316993-mv577rok 62 11 were be VBD cord-316993-mv577rok 62 12 found find VBN cord-316993-mv577rok 62 13 , , , cord-316993-mv577rok 62 14 casting cast VBG cord-316993-mv577rok 62 15 doubts doubt NNS cord-316993-mv577rok 62 16 on on IN cord-316993-mv577rok 62 17 the the DT cord-316993-mv577rok 62 18 availability availability NN cord-316993-mv577rok 62 19 of of IN cord-316993-mv577rok 62 20 public public JJ cord-316993-mv577rok 62 21 health health NN cord-316993-mv577rok 62 22 care care NN cord-316993-mv577rok 62 23 for for IN cord-316993-mv577rok 62 24 the the DT cord-316993-mv577rok 62 25 sections section NNS cord-316993-mv577rok 62 26 of of IN cord-316993-mv577rok 62 27 society society NN cord-316993-mv577rok 62 28 that that WDT cord-316993-mv577rok 62 29 can can MD cord-316993-mv577rok 62 30 not not RB cord-316993-mv577rok 62 31 afford afford VB cord-316993-mv577rok 62 32 private private JJ cord-316993-mv577rok 62 33 care care NN cord-316993-mv577rok 62 34 . . . cord-316993-mv577rok 63 1 26 26 CD cord-316993-mv577rok 64 1 This this DT cord-316993-mv577rok 64 2 daring daring JJ cord-316993-mv577rok 64 3 situation situation NN cord-316993-mv577rok 64 4 motivates motivate VBZ cord-316993-mv577rok 64 5 even even RB cord-316993-mv577rok 64 6 further far RBR cord-316993-mv577rok 64 7 the the DT cord-316993-mv577rok 64 8 need need NN cord-316993-mv577rok 64 9 for for IN cord-316993-mv577rok 64 10 an an DT cord-316993-mv577rok 64 11 estimation estimation NN cord-316993-mv577rok 64 12 of of IN cord-316993-mv577rok 64 13 the the DT cord-316993-mv577rok 64 14 IFR IFR NNP cord-316993-mv577rok 64 15 which which WDT cord-316993-mv577rok 64 16 is be VBZ cord-316993-mv577rok 64 17 as as RB cord-316993-mv577rok 64 18 accurate accurate JJ cord-316993-mv577rok 64 19 as as IN cord-316993-mv577rok 64 20 possible possible JJ cord-316993-mv577rok 64 21 in in IN cord-316993-mv577rok 64 22 order order NN cord-316993-mv577rok 64 23 to to TO cord-316993-mv577rok 64 24 trigger trigger VB cord-316993-mv577rok 64 25 an an DT cord-316993-mv577rok 64 26 adequate adequate JJ cord-316993-mv577rok 64 27 political political JJ cord-316993-mv577rok 64 28 response response NN cord-316993-mv577rok 64 29 to to IN cord-316993-mv577rok 64 30 the the DT cord-316993-mv577rok 64 31 crisis crisis NN cord-316993-mv577rok 64 32 . . . cord-316993-mv577rok 65 1 As as IN cord-316993-mv577rok 65 2 summarized summarize VBN cord-316993-mv577rok 65 3 by by IN cord-316993-mv577rok 65 4 Figure Figure NNP cord-316993-mv577rok 65 5 1 1 CD cord-316993-mv577rok 65 6 , , , cord-316993-mv577rok 65 7 in in IN cord-316993-mv577rok 65 8 order order NN cord-316993-mv577rok 65 9 to to TO cord-316993-mv577rok 65 10 estimate estimate VB cord-316993-mv577rok 65 11 the the DT cord-316993-mv577rok 65 12 IFR IFR NNP cord-316993-mv577rok 65 13 we -PRON- PRP cord-316993-mv577rok 65 14 make make VBP cord-316993-mv577rok 65 15 use use NN cord-316993-mv577rok 65 16 of of IN cord-316993-mv577rok 65 17 three three CD cord-316993-mv577rok 65 18 complementary complementary JJ cord-316993-mv577rok 65 19 datasets dataset NNS cord-316993-mv577rok 65 20 . . . cord-316993-mv577rok 66 1 We -PRON- PRP cord-316993-mv577rok 66 2 compute compute VBP cord-316993-mv577rok 66 3 the the DT cord-316993-mv577rok 66 4 percentage percentage NN cord-316993-mv577rok 66 5 p p NN cord-316993-mv577rok 66 6 a a NN cord-316993-mv577rok 66 7 ( ( -LRB- cord-316993-mv577rok 66 8 t t NN cord-316993-mv577rok 66 9 ) ) -RRB- cord-316993-mv577rok 66 10 of of IN cord-316993-mv577rok 66 11 Brazilians Brazilians NNPS cord-316993-mv577rok 66 12 that that WDT cord-316993-mv577rok 66 13 have have VBP cord-316993-mv577rok 66 14 been be VBN cord-316993-mv577rok 66 15 infected infect VBN cord-316993-mv577rok 66 16 by by IN cord-316993-mv577rok 66 17 SARS SARS NNP cord-316993-mv577rok 66 18 - - HYPH cord-316993-mv577rok 66 19 CoV-2 CoV-2 NNP cord-316993-mv577rok 66 20 at at IN cord-316993-mv577rok 66 21 the the DT cord-316993-mv577rok 66 22 city city NN cord-316993-mv577rok 66 23 , , , cord-316993-mv577rok 66 24 state state NN cord-316993-mv577rok 66 25 and and CC cord-316993-mv577rok 66 26 Brazilian brazilian JJ cord-316993-mv577rok 66 27 levels level NNS cord-316993-mv577rok 66 28 via via IN cord-316993-mv577rok 66 29 the the DT cord-316993-mv577rok 66 30 EPICOVID19-BR EPICOVID19-BR NNP cord-316993-mv577rok 66 31 data datum NNS cord-316993-mv577rok 66 32 . . . cord-316993-mv577rok 67 1 We -PRON- PRP cord-316993-mv577rok 67 2 robustly robustly RB cord-316993-mv577rok 67 3 correct correct VBP cord-316993-mv577rok 67 4 for for IN cord-316993-mv577rok 67 5 false false JJ cord-316993-mv577rok 67 6 positive positive JJ cord-316993-mv577rok 67 7 and and CC cord-316993-mv577rok 67 8 negative negative JJ cord-316993-mv577rok 67 9 rates rate NNS cord-316993-mv577rok 67 10 and and CC cord-316993-mv577rok 67 11 combine combine VB cord-316993-mv577rok 67 12 prevalences prevalence NNS cord-316993-mv577rok 67 13 from from IN cord-316993-mv577rok 67 14 different different JJ cord-316993-mv577rok 67 15 cities city NNS cord-316993-mv577rok 67 16 without without IN cord-316993-mv577rok 67 17 neglecting neglect VBG cord-316993-mv577rok 67 18 the the DT cord-316993-mv577rok 67 19 non non JJ cord-316993-mv577rok 67 20 - - JJ cord-316993-mv577rok 67 21 Gaussian gaussian JJ cord-316993-mv577rok 67 22 nature nature NN cord-316993-mv577rok 67 23 of of IN cord-316993-mv577rok 67 24 the the DT cord-316993-mv577rok 67 25 distributions distribution NNS cord-316993-mv577rok 67 26 ( ( -LRB- cord-316993-mv577rok 67 27 details detail NNS cord-316993-mv577rok 67 28 in in IN cord-316993-mv577rok 67 29 the the DT cord-316993-mv577rok 67 30 Supplementary Supplementary NNP cord-316993-mv577rok 67 31 Materials Materials NNPS cord-316993-mv577rok 67 32 ) ) -RRB- cord-316993-mv577rok 67 33 . . . cord-316993-mv577rok 68 1 The the DT cord-316993-mv577rok 68 2 result result NN cord-316993-mv577rok 68 3 is be VBZ cord-316993-mv577rok 68 4 shown show VBN cord-316993-mv577rok 68 5 in in IN cord-316993-mv577rok 68 6 Figure figure NN cord-316993-mv577rok 68 7 2 2 CD cord-316993-mv577rok 68 8 and and CC cord-316993-mv577rok 68 9 in in IN cord-316993-mv577rok 68 10 Table table NN cord-316993-mv577rok 69 1 I -PRON- PRP cord-316993-mv577rok 69 2 ( ( -LRB- cord-316993-mv577rok 69 3 the the DT cord-316993-mv577rok 69 4 federal federal JJ cord-316993-mv577rok 69 5 state state NN cord-316993-mv577rok 69 6 acronyms acronym NNS cord-316993-mv577rok 69 7 explanation explanation NN cord-316993-mv577rok 69 8 and and CC cord-316993-mv577rok 69 9 full full JJ cord-316993-mv577rok 69 10 numerical numerical JJ cord-316993-mv577rok 69 11 tables table NNS cord-316993-mv577rok 69 12 can can MD cord-316993-mv577rok 69 13 be be VB cord-316993-mv577rok 69 14 found find VBN cord-316993-mv577rok 69 15 in in IN cord-316993-mv577rok 69 16 the the DT cord-316993-mv577rok 69 17 Supplementary Supplementary NNP cord-316993-mv577rok 69 18 Materials Materials NNPS cord-316993-mv577rok 69 19 ) ) -RRB- cord-316993-mv577rok 69 20 . . . cord-316993-mv577rok 70 1 We -PRON- PRP cord-316993-mv577rok 70 2 note note VBP cord-316993-mv577rok 70 3 a a DT cord-316993-mv577rok 70 4 sharp sharp JJ cord-316993-mv577rok 70 5 increase increase NN cord-316993-mv577rok 70 6 in in IN cord-316993-mv577rok 70 7 prevalence prevalence NN cord-316993-mv577rok 70 8 between between IN cord-316993-mv577rok 70 9 rounds round NNS cord-316993-mv577rok 70 10 1 1 CD cord-316993-mv577rok 70 11 and and CC cord-316993-mv577rok 70 12 2 2 CD cord-316993-mv577rok 70 13 , , , cord-316993-mv577rok 70 14 and and CC cord-316993-mv577rok 70 15 a a DT cord-316993-mv577rok 70 16 subsequent subsequent JJ cord-316993-mv577rok 70 17 stabilization stabilization NN cord-316993-mv577rok 70 18 between between IN cord-316993-mv577rok 70 19 rounds round NNS cord-316993-mv577rok 70 20 2 2 CD cord-316993-mv577rok 70 21 and and CC cord-316993-mv577rok 70 22 3 3 CD cord-316993-mv577rok 70 23 . . . cord-316993-mv577rok 71 1 The the DT cord-316993-mv577rok 71 2 state state NN cord-316993-mv577rok 71 3 of of IN cord-316993-mv577rok 71 4 Pará Pará NNP cord-316993-mv577rok 71 5 ( ( -LRB- cord-316993-mv577rok 71 6 PA PA NNP cord-316993-mv577rok 71 7 ) ) -RRB- cord-316993-mv577rok 71 8 exhibits exhibit VBZ cord-316993-mv577rok 71 9 an an DT cord-316993-mv577rok 71 10 unexpected unexpected JJ cord-316993-mv577rok 71 11 sharp sharp JJ cord-316993-mv577rok 71 12 decrease decrease NN cord-316993-mv577rok 71 13 in in IN cord-316993-mv577rok 71 14 prevalence prevalence NN cord-316993-mv577rok 71 15 in in IN cord-316993-mv577rok 71 16 the the DT cord-316993-mv577rok 71 17 last last JJ cord-316993-mv577rok 71 18 round round NN cord-316993-mv577rok 71 19 , , , cord-316993-mv577rok 71 20 possibly possibly RB cord-316993-mv577rok 71 21 due due IN cord-316993-mv577rok 71 22 to to IN cord-316993-mv577rok 71 23 a a DT cord-316993-mv577rok 71 24 heterogeneity heterogeneity NN cord-316993-mv577rok 71 25 in in IN cord-316993-mv577rok 71 26 the the DT cord-316993-mv577rok 71 27 sampled sample VBN cord-316993-mv577rok 71 28 population population NN cord-316993-mv577rok 71 29 . . . cord-316993-mv577rok 72 1 We -PRON- PRP cord-316993-mv577rok 72 2 obtain obtain VBP cord-316993-mv577rok 72 3 the the DT cord-316993-mv577rok 72 4 number number NN cord-316993-mv577rok 72 5 of of IN cord-316993-mv577rok 72 6 fatalities fatality NNS cord-316993-mv577rok 72 7 via via IN cord-316993-mv577rok 72 8 the the DT cord-316993-mv577rok 72 9 public public JJ cord-316993-mv577rok 72 10 Painel Painel NNP cord-316993-mv577rok 72 11 Coronavírus Coronavírus NNP cord-316993-mv577rok 72 12 dataset dataset NN cord-316993-mv577rok 72 13 . . . cord-316993-mv577rok 73 1 27 27 CD cord-316993-mv577rok 74 1 Painel Painel NNP cord-316993-mv577rok 74 2 Coronavírus Coronavírus NNP cord-316993-mv577rok 74 3 is be VBZ cord-316993-mv577rok 74 4 the the DT cord-316993-mv577rok 74 5 Brazilian brazilian JJ cord-316993-mv577rok 74 6 reference reference NN cord-316993-mv577rok 74 7 to to TO cord-316993-mv577rok 74 8 keep keep VB cord-316993-mv577rok 74 9 track track NN cord-316993-mv577rok 74 10 of of IN cord-316993-mv577rok 74 11 the the DT cord-316993-mv577rok 74 12 pandemic pandemic NN cord-316993-mv577rok 74 13 at at IN cord-316993-mv577rok 74 14 the the DT cord-316993-mv577rok 74 15 federal federal JJ cord-316993-mv577rok 74 16 level level NN cord-316993-mv577rok 74 17 and and CC cord-316993-mv577rok 74 18 provides provide VBZ cord-316993-mv577rok 74 19 the the DT cord-316993-mv577rok 74 20 deaths death NNS cord-316993-mv577rok 74 21 by by IN cord-316993-mv577rok 74 22 COVID-19 covid-19 VB cord-316993-mv577rok 74 23 with with IN cord-316993-mv577rok 74 24 their -PRON- PRP$ cord-316993-mv577rok 74 25 geographic geographic JJ cord-316993-mv577rok 74 26 location location NN cord-316993-mv577rok 74 27 . . . cord-316993-mv577rok 75 1 We -PRON- PRP cord-316993-mv577rok 75 2 can can MD cord-316993-mv577rok 75 3 not not RB cord-316993-mv577rok 75 4 compute compute VB cord-316993-mv577rok 75 5 the the DT cord-316993-mv577rok 75 6 IFR IFR NNP cord-316993-mv577rok 75 7 directly directly RB cord-316993-mv577rok 75 8 via via IN cord-316993-mv577rok 75 9 the the DT cord-316993-mv577rok 75 10 ratio ratio NN cord-316993-mv577rok 75 11 of of IN cord-316993-mv577rok 75 12 p p NN cord-316993-mv577rok 75 13 d d NN cord-316993-mv577rok 75 14 and and CC cord-316993-mv577rok 75 15 p p NN cord-316993-mv577rok 75 16 a a NN cord-316993-mv577rok 76 1 because because IN cord-316993-mv577rok 76 2 , , , cord-316993-mv577rok 76 3 at at IN cord-316993-mv577rok 76 4 a a DT cord-316993-mv577rok 76 5 given give VBN cord-316993-mv577rok 76 6 timet timet NN cord-316993-mv577rok 76 7 , , , cord-316993-mv577rok 76 8 there there EX cord-316993-mv577rok 76 9 are be VBP cord-316993-mv577rok 76 10 patients patient NNS cord-316993-mv577rok 76 11 that that WDT cord-316993-mv577rok 76 12 developed develop VBD cord-316993-mv577rok 76 13 antibodies antibody NNS cord-316993-mv577rok 76 14 but but CC cord-316993-mv577rok 76 15 did do VBD cord-316993-mv577rok 76 16 not not RB cord-316993-mv577rok 76 17 die die VB cord-316993-mv577rok 76 18 yet yet RB cord-316993-mv577rok 76 19 from from IN cord-316993-mv577rok 76 20 the the DT cord-316993-mv577rok 76 21 disease disease NN cord-316993-mv577rok 76 22 . . . cord-316993-mv577rok 77 1 28 28 CD cord-316993-mv577rok 78 1 In in IN cord-316993-mv577rok 78 2 order order NN cord-316993-mv577rok 78 3 to to TO cord-316993-mv577rok 78 4 estimate estimate VB cord-316993-mv577rok 78 5 the the DT cord-316993-mv577rok 78 6 time time NN cord-316993-mv577rok 78 7 delay delay NN cord-316993-mv577rok 78 8 τ τ NN cord-316993-mv577rok 78 9 ad ad NN cord-316993-mv577rok 78 10 between between IN cord-316993-mv577rok 78 11 the the DT cord-316993-mv577rok 78 12 development development NN cord-316993-mv577rok 78 13 of of IN cord-316993-mv577rok 78 14 antibodies antibody NNS cord-316993-mv577rok 78 15 and and CC cord-316993-mv577rok 78 16 subsequent subsequent JJ cord-316993-mv577rok 78 17 fatality fatality NN cord-316993-mv577rok 78 18 we -PRON- PRP cord-316993-mv577rok 78 19 use use VBP cord-316993-mv577rok 78 20 the the DT cord-316993-mv577rok 78 21 public public JJ cord-316993-mv577rok 78 22 SIVEP SIVEP NNP cord-316993-mv577rok 78 23 - - HYPH cord-316993-mv577rok 78 24 Gripe Gripe NNP cord-316993-mv577rok 78 25 dataset dataset NN cord-316993-mv577rok 78 26 ( ( -LRB- cord-316993-mv577rok 78 27 " " `` cord-316993-mv577rok 78 28 Sistema Sistema NNP cord-316993-mv577rok 78 29 de de FW cord-316993-mv577rok 78 30 Informação Informação NNP cord-316993-mv577rok 78 31 da da NNP cord-316993-mv577rok 78 32 Vigilância Vigilância NNP cord-316993-mv577rok 78 33 Epidemiológica Epidemiológica NNP cord-316993-mv577rok 78 34 da da NNP cord-316993-mv577rok 78 35 Gripe Gripe NNP cord-316993-mv577rok 78 36 " " '' cord-316993-mv577rok 78 37 ) ) -RRB- cord-316993-mv577rok 78 38 , , , cord-316993-mv577rok 78 39 . . . cord-316993-mv577rok 79 1 CC CC NNP cord-316993-mv577rok 79 2 - - : cord-316993-mv577rok 79 3 BY by IN cord-316993-mv577rok 79 4 4.0 4.0 CD cord-316993-mv577rok 79 5 International international JJ cord-316993-mv577rok 79 6 license license NN cord-316993-mv577rok 80 1 It -PRON- PRP cord-316993-mv577rok 80 2 is be VBZ cord-316993-mv577rok 80 3 made make VBN cord-316993-mv577rok 80 4 available available JJ cord-316993-mv577rok 80 5 under under IN cord-316993-mv577rok 80 6 a a DT cord-316993-mv577rok 81 1 is be VBZ cord-316993-mv577rok 81 2 the the DT cord-316993-mv577rok 81 3 author author NN cord-316993-mv577rok 81 4 / / SYM cord-316993-mv577rok 81 5 funder funder NN cord-316993-mv577rok 81 6 , , , cord-316993-mv577rok 81 7 who who WP cord-316993-mv577rok 81 8 has have VBZ cord-316993-mv577rok 81 9 granted grant VBN cord-316993-mv577rok 81 10 medRxiv medRxiv NNS cord-316993-mv577rok 81 11 a a DT cord-316993-mv577rok 81 12 license license NN cord-316993-mv577rok 81 13 to to TO cord-316993-mv577rok 81 14 display display VB cord-316993-mv577rok 81 15 the the DT cord-316993-mv577rok 81 16 preprint preprint NN cord-316993-mv577rok 81 17 in in IN cord-316993-mv577rok 81 18 perpetuity perpetuity NN cord-316993-mv577rok 81 19 . . . cord-316993-mv577rok 82 1 The the DT cord-316993-mv577rok 82 2 copyright copyright NN cord-316993-mv577rok 82 3 holder holder NN cord-316993-mv577rok 82 4 for for IN cord-316993-mv577rok 82 5 this this DT cord-316993-mv577rok 82 6 preprint preprint NN cord-316993-mv577rok 82 7 this this DT cord-316993-mv577rok 82 8 version version NN cord-316993-mv577rok 82 9 posted post VBD cord-316993-mv577rok 82 10 August August NNP cord-316993-mv577rok 82 11 21 21 CD cord-316993-mv577rok 82 12 , , , cord-316993-mv577rok 82 13 2020 2020 CD cord-316993-mv577rok 82 14 . . . cord-316993-mv577rok 82 15 . . . cord-316993-mv577rok 83 1 https://doi.org/10.1101/2020.08.18.20177626 https://doi.org/10.1101/2020.08.18.20177626 NNS cord-316993-mv577rok 83 2 doi doi XX cord-316993-mv577rok 83 3 : : : cord-316993-mv577rok 84 1 medRxiv medRxiv NNP cord-316993-mv577rok 84 2 preprint preprint NNP cord-316993-mv577rok 84 3 a a DT cord-316993-mv577rok 84 4 prospectively prospectively RB cord-316993-mv577rok 84 5 collected collect VBN cord-316993-mv577rok 84 6 respiratory respiratory JJ cord-316993-mv577rok 84 7 infection infection NN cord-316993-mv577rok 84 8 registry registry NN cord-316993-mv577rok 84 9 data datum NNS cord-316993-mv577rok 84 10 that that WDT cord-316993-mv577rok 84 11 is be VBZ cord-316993-mv577rok 84 12 maintained maintain VBN cord-316993-mv577rok 84 13 by by IN cord-316993-mv577rok 84 14 the the DT cord-316993-mv577rok 84 15 Ministry Ministry NNP cord-316993-mv577rok 84 16 of of IN cord-316993-mv577rok 84 17 Health Health NNP cord-316993-mv577rok 84 18 for for IN cord-316993-mv577rok 84 19 the the DT cord-316993-mv577rok 84 20 purposes purpose NNS cord-316993-mv577rok 84 21 of of IN cord-316993-mv577rok 84 22 recording record VBG cord-316993-mv577rok 84 23 cases case NNS cord-316993-mv577rok 84 24 of of IN cord-316993-mv577rok 84 25 Severe severe JJ cord-316993-mv577rok 84 26 Acute acute JJ cord-316993-mv577rok 84 27 Respiratory Respiratory NNP cord-316993-mv577rok 84 28 Syndrome Syndrome NNP cord-316993-mv577rok 84 29 ( ( -LRB- cord-316993-mv577rok 84 30 SARS SARS NNP cord-316993-mv577rok 84 31 ) ) -RRB- cord-316993-mv577rok 84 32 across across IN cord-316993-mv577rok 84 33 both both CC cord-316993-mv577rok 84 34 public public JJ cord-316993-mv577rok 84 35 and and CC cord-316993-mv577rok 84 36 private private JJ cord-316993-mv577rok 84 37 hospitals hospital NNS cord-316993-mv577rok 84 38 . . . cord-316993-mv577rok 85 1 The the DT cord-316993-mv577rok 85 2 SIVEP SIVEP NNP cord-316993-mv577rok 85 3 - - HYPH cord-316993-mv577rok 85 4 Gripe Gripe NNP cord-316993-mv577rok 85 5 dataset dataset NN cord-316993-mv577rok 85 6 contains contain VBZ cord-316993-mv577rok 85 7 the the DT cord-316993-mv577rok 85 8 dates date NNS cord-316993-mv577rok 85 9 of of IN cord-316993-mv577rok 85 10 symptoms symptom NNS cord-316993-mv577rok 85 11 onset onset NN cord-316993-mv577rok 85 12 and and CC cord-316993-mv577rok 85 13 death death NN cord-316993-mv577rok 85 14 for for IN cord-316993-mv577rok 85 15 patients patient NNS cord-316993-mv577rok 85 16 with with IN cord-316993-mv577rok 85 17 SARS SARS NNP cord-316993-mv577rok 85 18 - - HYPH cord-316993-mv577rok 85 19 CoV-2 CoV-2 NNP cord-316993-mv577rok 85 20 positive positive JJ cord-316993-mv577rok 85 21 RT rt NN cord-316993-mv577rok 85 22 - - HYPH cord-316993-mv577rok 85 23 PCR PCR NNP cord-316993-mv577rok 85 24 test test NN cord-316993-mv577rok 85 25 , , , cord-316993-mv577rok 85 26 together together RB cord-316993-mv577rok 85 27 with with IN cord-316993-mv577rok 85 28 their -PRON- PRP$ cord-316993-mv577rok 85 29 geographic geographic JJ cord-316993-mv577rok 85 30 location location NN cord-316993-mv577rok 85 31 , , , cord-316993-mv577rok 85 32 which which WDT cord-316993-mv577rok 85 33 allow allow VBP cord-316993-mv577rok 85 34 us -PRON- PRP cord-316993-mv577rok 85 35 to to TO cord-316993-mv577rok 85 36 estimate estimate VB cord-316993-mv577rok 85 37 the the DT cord-316993-mv577rok 85 38 time time NN cord-316993-mv577rok 85 39 delay delay NN cord-316993-mv577rok 85 40 τ τ NN cord-316993-mv577rok 85 41 sd sd NN cord-316993-mv577rok 85 42 between between IN cord-316993-mv577rok 85 43 the the DT cord-316993-mv577rok 85 44 development development NN cord-316993-mv577rok 85 45 of of IN cord-316993-mv577rok 85 46 symptoms symptom NNS cord-316993-mv577rok 85 47 and and CC cord-316993-mv577rok 85 48 subsequent subsequent JJ cord-316993-mv577rok 85 49 fatality fatality NN cord-316993-mv577rok 85 50 . . . cord-316993-mv577rok 86 1 We -PRON- PRP cord-316993-mv577rok 86 2 also also RB cord-316993-mv577rok 86 3 make make VBP cord-316993-mv577rok 86 4 use use NN cord-316993-mv577rok 86 5 of of IN cord-316993-mv577rok 86 6 an an DT cord-316993-mv577rok 86 7 empirical empirical JJ cord-316993-mv577rok 86 8 distribution distribution NN cord-316993-mv577rok 86 9 between between IN cord-316993-mv577rok 86 10 the the DT cord-316993-mv577rok 86 11 first first JJ cord-316993-mv577rok 86 12 symptoms symptom NNS cord-316993-mv577rok 86 13 and and CC cord-316993-mv577rok 86 14 the the DT cord-316993-mv577rok 86 15 development development NN cord-316993-mv577rok 86 16 of of IN cord-316993-mv577rok 86 17 antibodies antibody NNS cord-316993-mv577rok 86 18 29 29 CD cord-316993-mv577rok 86 19 to to TO cord-316993-mv577rok 86 20 estimate estimate VB cord-316993-mv577rok 86 21 the the DT cord-316993-mv577rok 86 22 mean mean JJ cord-316993-mv577rok 86 23 time time NN cord-316993-mv577rok 86 24 - - HYPH cord-316993-mv577rok 86 25 delay delay NN cord-316993-mv577rok 86 26 τ τ NN cord-316993-mv577rok 86 27 sa sa NN cord-316993-mv577rok 86 28 between between IN cord-316993-mv577rok 86 29 both both DT cord-316993-mv577rok 86 30 events event NNS cord-316993-mv577rok 86 31 . . . cord-316993-mv577rok 87 1 Together together RB cord-316993-mv577rok 87 2 , , , cord-316993-mv577rok 87 3 these these DT cord-316993-mv577rok 87 4 estimates estimate NNS cord-316993-mv577rok 87 5 allow allow VBP cord-316993-mv577rok 87 6 us -PRON- PRP cord-316993-mv577rok 87 7 to to TO cord-316993-mv577rok 87 8 obtain obtain VB cord-316993-mv577rok 87 9 the the DT cord-316993-mv577rok 87 10 time time NN cord-316993-mv577rok 87 11 - - HYPH cord-316993-mv577rok 87 12 delay delay NN cord-316993-mv577rok 87 13 τ τ NN cord-316993-mv577rok 87 14 ad ad NN cord-316993-mv577rok 87 15 τ τ NN cord-316993-mv577rok 87 16 sd sd NN cord-316993-mv577rok 87 17 − − NNP cord-316993-mv577rok 87 18 τ τ NN cord-316993-mv577rok 87 19 sa sa NNP cord-316993-mv577rok 87 20 . . . cord-316993-mv577rok 88 1 For for IN cord-316993-mv577rok 88 2 the the DT cord-316993-mv577rok 88 3 whole whole JJ cord-316993-mv577rok 88 4 Brazil Brazil NNP cord-316993-mv577rok 88 5 we -PRON- PRP cord-316993-mv577rok 88 6 find find VBP cord-316993-mv577rok 88 7 τ τ NN cord-316993-mv577rok 88 8 ad ad NN cord-316993-mv577rok 88 9 10.3 10.3 CD cord-316993-mv577rok 88 10 days day NNS cord-316993-mv577rok 88 11 . . . cord-316993-mv577rok 89 1 Table table NN cord-316993-mv577rok 89 2 II ii CD cord-316993-mv577rok 89 3 summarize summarize VBP cord-316993-mv577rok 89 4 all all PDT cord-316993-mv577rok 89 5 the the DT cord-316993-mv577rok 89 6 estimated estimate VBN cord-316993-mv577rok 89 7 time time NN cord-316993-mv577rok 89 8 - - HYPH cord-316993-mv577rok 89 9 delays delay NNS cord-316993-mv577rok 89 10 which which WDT cord-316993-mv577rok 89 11 are be VBP cord-316993-mv577rok 89 12 used use VBN cord-316993-mv577rok 89 13 in in IN cord-316993-mv577rok 89 14 our -PRON- PRP$ cord-316993-mv577rok 89 15 calculations calculation NNS cord-316993-mv577rok 89 16 ( ( -LRB- cord-316993-mv577rok 89 17 details detail NNS cord-316993-mv577rok 89 18 in in IN cord-316993-mv577rok 89 19 the the DT cord-316993-mv577rok 89 20 Supplementary Supplementary NNP cord-316993-mv577rok 89 21 Materials Materials NNPS cord-316993-mv577rok 89 22 ) ) -RRB- cord-316993-mv577rok 89 23 . . . cord-316993-mv577rok 90 1 Using use VBG cord-316993-mv577rok 90 2 this this DT cord-316993-mv577rok 90 3 combined combine VBN cord-316993-mv577rok 90 4 information information NN cord-316993-mv577rok 90 5 we -PRON- PRP cord-316993-mv577rok 90 6 can can MD cord-316993-mv577rok 90 7 then then RB cord-316993-mv577rok 90 8 compute compute VB cord-316993-mv577rok 90 9 the the DT cord-316993-mv577rok 90 10 IFR IFR NNP cord-316993-mv577rok 90 11 at at IN cord-316993-mv577rok 90 12 the the DT cord-316993-mv577rok 90 13 state state NN cord-316993-mv577rok 90 14 and and CC cord-316993-mv577rok 90 15 country country NN cord-316993-mv577rok 90 16 levels level NNS cord-316993-mv577rok 90 17 : : : cord-316993-mv577rok 90 18 wheret wheret NNP cord-316993-mv577rok 90 19 is be VBZ cord-316993-mv577rok 90 20 the the DT cord-316993-mv577rok 90 21 time time NN cord-316993-mv577rok 90 22 of of IN cord-316993-mv577rok 90 23 a a DT cord-316993-mv577rok 90 24 given give VBN cord-316993-mv577rok 90 25 EPICOVID19-BR epicovid19-br NN cord-316993-mv577rok 90 26 phase phase NN cord-316993-mv577rok 90 27 . . . cord-316993-mv577rok 91 1 The the DT cord-316993-mv577rok 91 2 results result NNS cord-316993-mv577rok 91 3 for for IN cord-316993-mv577rok 91 4 Brazil Brazil NNP cord-316993-mv577rok 91 5 are be VBP cord-316993-mv577rok 91 6 given give VBN cord-316993-mv577rok 91 7 in in IN cord-316993-mv577rok 91 8 Table table NN cord-316993-mv577rok 91 9 I I NNP cord-316993-mv577rok 91 10 and and CC cord-316993-mv577rok 91 11 Figure Figure NNP cord-316993-mv577rok 91 12 3 3 CD cord-316993-mv577rok 91 13 , , , cord-316993-mv577rok 91 14 the the DT cord-316993-mv577rok 91 15 ones one NNS cord-316993-mv577rok 91 16 for for IN cord-316993-mv577rok 91 17 the the DT cord-316993-mv577rok 91 18 states state NNS cord-316993-mv577rok 91 19 ( ( -LRB- cord-316993-mv577rok 91 20 combining combine VBG cord-316993-mv577rok 91 21 all all DT cord-316993-mv577rok 91 22 rounds round NNS cord-316993-mv577rok 91 23 ) ) -RRB- cord-316993-mv577rok 91 24 in in IN cord-316993-mv577rok 91 25 Figure figure NN cord-316993-mv577rok 91 26 4 4 CD cord-316993-mv577rok 91 27 . . . cord-316993-mv577rok 92 1 We -PRON- PRP cord-316993-mv577rok 92 2 see see VBP cord-316993-mv577rok 92 3 in in IN cord-316993-mv577rok 92 4 Figure figure NN cord-316993-mv577rok 92 5 3 3 CD cord-316993-mv577rok 92 6 that that WDT cord-316993-mv577rok 92 7 round round VBP cord-316993-mv577rok 92 8 3 3 CD cord-316993-mv577rok 92 9 exhibits exhibit VBZ cord-316993-mv577rok 92 10 a a DT cord-316993-mv577rok 92 11 considerably considerably RB cord-316993-mv577rok 92 12 higher high JJR cord-316993-mv577rok 92 13 IFR IFR NNP cord-316993-mv577rok 92 14 , , , cord-316993-mv577rok 92 15 which which WDT cord-316993-mv577rok 92 16 we -PRON- PRP cord-316993-mv577rok 92 17 explore explore VBP cord-316993-mv577rok 92 18 below below RB cord-316993-mv577rok 92 19 . . . cord-316993-mv577rok 93 1 We -PRON- PRP cord-316993-mv577rok 93 2 note note VBP cord-316993-mv577rok 93 3 significant significant JJ cord-316993-mv577rok 93 4 statistical statistical JJ cord-316993-mv577rok 93 5 tensions tension NNS cord-316993-mv577rok 93 6 in in IN cord-316993-mv577rok 93 7 the the DT cord-316993-mv577rok 93 8 data datum NNS cord-316993-mv577rok 93 9 of of IN cord-316993-mv577rok 93 10 two two CD cord-316993-mv577rok 93 11 states state NNS cord-316993-mv577rok 93 12 : : : cord-316993-mv577rok 93 13 Pará Pará NNP cord-316993-mv577rok 93 14 ( ( -LRB- cord-316993-mv577rok 93 15 PA PA NNP cord-316993-mv577rok 93 16 ) ) -RRB- cord-316993-mv577rok 93 17 and and CC cord-316993-mv577rok 93 18 Roraima Roraima NNP cord-316993-mv577rok 93 19 ( ( -LRB- cord-316993-mv577rok 93 20 RR RR NNP cord-316993-mv577rok 93 21 ) ) -RRB- cord-316993-mv577rok 93 22 . . . cord-316993-mv577rok 94 1 We -PRON- PRP cord-316993-mv577rok 94 2 therefore therefore RB cord-316993-mv577rok 94 3 consider consider VBP cord-316993-mv577rok 94 4 their -PRON- PRP$ cord-316993-mv577rok 94 5 IFR IFR NNP cord-316993-mv577rok 94 6 estimates estimate NNS cord-316993-mv577rok 94 7 unreliable unreliable JJ cord-316993-mv577rok 94 8 , , , cord-316993-mv577rok 94 9 but but CC cord-316993-mv577rok 94 10 due due IN cord-316993-mv577rok 94 11 to to IN cord-316993-mv577rok 94 12 their -PRON- PRP$ cord-316993-mv577rok 94 13 small small JJ cord-316993-mv577rok 94 14 population population NN cord-316993-mv577rok 94 15 they -PRON- PRP cord-316993-mv577rok 94 16 have have VBP cord-316993-mv577rok 94 17 insignificant insignificant JJ cord-316993-mv577rok 94 18 impact impact NN cord-316993-mv577rok 94 19 on on IN cord-316993-mv577rok 94 20 the the DT cord-316993-mv577rok 94 21 IFR IFR NNP cord-316993-mv577rok 94 22 estimates estimate NNS cord-316993-mv577rok 94 23 at at IN cord-316993-mv577rok 94 24 the the DT cord-316993-mv577rok 94 25 country country NN cord-316993-mv577rok 94 26 - - HYPH cord-316993-mv577rok 94 27 level level NN cord-316993-mv577rok 94 28 . . . cord-316993-mv577rok 95 1 The the DT cord-316993-mv577rok 95 2 numerical numerical JJ cord-316993-mv577rok 95 3 results result NNS cord-316993-mv577rok 95 4 for for IN cord-316993-mv577rok 95 5 all all PDT cord-316993-mv577rok 95 6 the the DT cord-316993-mv577rok 95 7 states state NNS cord-316993-mv577rok 95 8 and and CC cord-316993-mv577rok 95 9 for for IN cord-316993-mv577rok 95 10 the the DT cord-316993-mv577rok 95 11 three three CD cord-316993-mv577rok 95 12 rounds round NNS cord-316993-mv577rok 95 13 separately separately RB cord-316993-mv577rok 95 14 can can MD cord-316993-mv577rok 95 15 be be VB cord-316993-mv577rok 95 16 found find VBN cord-316993-mv577rok 95 17 in in IN cord-316993-mv577rok 95 18 the the DT cord-316993-mv577rok 95 19 Supplementary Supplementary NNP cord-316993-mv577rok 95 20 Materials Materials NNPS cord-316993-mv577rok 95 21 . . . cord-316993-mv577rok 96 1 The the DT cord-316993-mv577rok 96 2 confidence confidence NN cord-316993-mv577rok 96 3 interval interval NN cord-316993-mv577rok 96 4 was be VBD cord-316993-mv577rok 96 5 computed compute VBN cord-316993-mv577rok 96 6 by by IN cord-316993-mv577rok 96 7 combining combine VBG cord-316993-mv577rok 96 8 the the DT cord-316993-mv577rok 96 9 statistical statistical JJ cord-316993-mv577rok 96 10 sources source NNS cord-316993-mv577rok 96 11 of of IN cord-316993-mv577rok 96 12 error error NN cord-316993-mv577rok 96 13 and and CC cord-316993-mv577rok 96 14 including include VBG cord-316993-mv577rok 96 15 the the DT cord-316993-mv577rok 96 16 non non JJ cord-316993-mv577rok 96 17 - - JJ cord-316993-mv577rok 96 18 Gaussian gaussian JJ cord-316993-mv577rok 96 19 nature nature NN cord-316993-mv577rok 96 20 of of IN cord-316993-mv577rok 96 21 the the DT cord-316993-mv577rok 96 22 distributions distribution NNS cord-316993-mv577rok 96 23 . . . cord-316993-mv577rok 97 1 Our -PRON- PRP$ cord-316993-mv577rok 97 2 overall overall JJ cord-316993-mv577rok 97 3 estimate estimate NN cord-316993-mv577rok 97 4 of of IN cord-316993-mv577rok 97 5 the the DT cord-316993-mv577rok 97 6 IFR IFR NNP cord-316993-mv577rok 97 7 of of IN cord-316993-mv577rok 97 8 1.05 1.05 CD cord-316993-mv577rok 97 9 % % NN cord-316993-mv577rok 97 10 ( ( -LRB- cord-316993-mv577rok 97 11 95 95 CD cord-316993-mv577rok 97 12 % % NN cord-316993-mv577rok 97 13 CI ci NN cord-316993-mv577rok 97 14 : : : cord-316993-mv577rok 97 15 0.96 0.96 CD cord-316993-mv577rok 97 16 - - SYM cord-316993-mv577rok 97 17 1.17 1.17 CD cord-316993-mv577rok 97 18 % % NN cord-316993-mv577rok 97 19 ) ) -RRB- cord-316993-mv577rok 97 20 is be VBZ cord-316993-mv577rok 97 21 in in IN cord-316993-mv577rok 97 22 agreement agreement NN cord-316993-mv577rok 97 23 with with IN cord-316993-mv577rok 97 24 some some DT cord-316993-mv577rok 97 25 , , , cord-316993-mv577rok 97 26 but but CC cord-316993-mv577rok 97 27 not not RB cord-316993-mv577rok 97 28 all all DT cord-316993-mv577rok 97 29 , , , cord-316993-mv577rok 97 30 of of IN cord-316993-mv577rok 97 31 the the DT cord-316993-mv577rok 97 32 previous previous JJ cord-316993-mv577rok 97 33 world world NN cord-316993-mv577rok 97 34 estimates estimate NNS cord-316993-mv577rok 97 35 discussed discuss VBN cord-316993-mv577rok 97 36 earlier early RBR cord-316993-mv577rok 97 37 . . . cord-316993-mv577rok 98 1 In in IN cord-316993-mv577rok 98 2 particular particular JJ cord-316993-mv577rok 98 3 , , , cord-316993-mv577rok 98 4 at at IN cord-316993-mv577rok 98 5 the the DT cord-316993-mv577rok 98 6 country country NN cord-316993-mv577rok 98 7 level level NN cord-316993-mv577rok 98 8 , , , cord-316993-mv577rok 98 9 our -PRON- PRP$ cord-316993-mv577rok 98 10 combined combine VBN cord-316993-mv577rok 98 11 estimate estimate NN cord-316993-mv577rok 98 12 agrees agree VBZ cord-316993-mv577rok 98 13 qualitatively qualitatively RB cord-316993-mv577rok 98 14 with with IN cord-316993-mv577rok 98 15 the the DT cord-316993-mv577rok 98 16 one one CD cord-316993-mv577rok 98 17 by by IN cord-316993-mv577rok 98 18 the the DT cord-316993-mv577rok 98 19 Imperial Imperial NNP cord-316993-mv577rok 98 20 College College NNP cord-316993-mv577rok 98 21 COVID-19 COVID-19 NNP cord-316993-mv577rok 98 22 Response Response NNP cord-316993-mv577rok 98 23 Team Team NNP cord-316993-mv577rok 98 24 , , , cord-316993-mv577rok 98 25 16 16 CD cord-316993-mv577rok 98 26 even even RB cord-316993-mv577rok 98 27 though though IN cord-316993-mv577rok 98 28 their -PRON- PRP$ cord-316993-mv577rok 98 29 result result NN cord-316993-mv577rok 98 30 falls fall VBZ cord-316993-mv577rok 98 31 outside outside IN cord-316993-mv577rok 98 32 our -PRON- PRP$ cord-316993-mv577rok 98 33 95 95 CD cord-316993-mv577rok 98 34 % % NN cord-316993-mv577rok 98 35 CI CI NNP cord-316993-mv577rok 98 36 . . . cord-316993-mv577rok 99 1 At at IN cord-316993-mv577rok 99 2 the the DT cord-316993-mv577rok 99 3 state state NN cord-316993-mv577rok 99 4 level level NN cord-316993-mv577rok 99 5 we -PRON- PRP cord-316993-mv577rok 99 6 also also RB cord-316993-mv577rok 99 7 find find VBP cord-316993-mv577rok 99 8 some some DT cord-316993-mv577rok 99 9 disagree- disagree- JJ cord-316993-mv577rok 99 10 ment ment NN cord-316993-mv577rok 99 11 between between IN cord-316993-mv577rok 99 12 their -PRON- PRP$ cord-316993-mv577rok 99 13 values value NNS cord-316993-mv577rok 99 14 and and CC cord-316993-mv577rok 99 15 our -PRON- PRP$ cord-316993-mv577rok 99 16 95 95 CD cord-316993-mv577rok 99 17 % % NN cord-316993-mv577rok 99 18 CIs ci NNS cord-316993-mv577rok 99 19 , , , cord-316993-mv577rok 99 20 see see VB cord-316993-mv577rok 99 21 Figure Figure NNP cord-316993-mv577rok 99 22 4 4 CD cord-316993-mv577rok 99 23 . . . cord-316993-mv577rok 100 1 Our -PRON- PRP$ cord-316993-mv577rok 100 2 estimate estimate NN cord-316993-mv577rok 100 3 is be VBZ cord-316993-mv577rok 100 4 also also RB cord-316993-mv577rok 100 5 very very RB cord-316993-mv577rok 100 6 precise precise JJ cord-316993-mv577rok 100 7 : : : cord-316993-mv577rok 100 8 the the DT cord-316993-mv577rok 100 9 statistical statistical JJ cord-316993-mv577rok 100 10 error error NN cord-316993-mv577rok 100 11 is be VBZ cord-316993-mv577rok 100 12 smaller small JJR cord-316993-mv577rok 100 13 than than IN cord-316993-mv577rok 100 14 the the DT cord-316993-mv577rok 100 15 aforementioned aforementioned JJ cord-316993-mv577rok 100 16 similar similar JJ cord-316993-mv577rok 100 17 studies study NNS cord-316993-mv577rok 100 18 . . . cord-316993-mv577rok 101 1 However however RB cord-316993-mv577rok 101 2 , , , cord-316993-mv577rok 101 3 it -PRON- PRP cord-316993-mv577rok 101 4 may may MD cord-316993-mv577rok 101 5 suffer suffer VB cord-316993-mv577rok 101 6 from from IN cord-316993-mv577rok 101 7 a a DT cord-316993-mv577rok 101 8 number number NN cord-316993-mv577rok 101 9 of of IN cord-316993-mv577rok 101 10 systematic systematic JJ cord-316993-mv577rok 101 11 biases bias NNS cord-316993-mv577rok 101 12 related relate VBN cord-316993-mv577rok 101 13 to to IN cord-316993-mv577rok 101 14 each each DT cord-316993-mv577rok 101 15 of of IN cord-316993-mv577rok 101 16 the the DT cord-316993-mv577rok 101 17 three three CD cord-316993-mv577rok 101 18 datasets dataset NNS cord-316993-mv577rok 101 19 , , , cord-316993-mv577rok 101 20 which which WDT cord-316993-mv577rok 101 21 we -PRON- PRP cord-316993-mv577rok 101 22 now now RB cord-316993-mv577rok 101 23 discuss discuss VBP cord-316993-mv577rok 101 24 . . . cord-316993-mv577rok 102 1 First first RB cord-316993-mv577rok 102 2 , , , cord-316993-mv577rok 102 3 we -PRON- PRP cord-316993-mv577rok 102 4 are be VBP cord-316993-mv577rok 102 5 assuming assume VBG cord-316993-mv577rok 102 6 that that IN cord-316993-mv577rok 102 7 SARS SARS NNP cord-316993-mv577rok 102 8 - - HYPH cord-316993-mv577rok 102 9 CoV-2 CoV-2 NNP cord-316993-mv577rok 102 10 antibodies antibody NNS cord-316993-mv577rok 102 11 remain remain VBP cord-316993-mv577rok 102 12 present present JJ cord-316993-mv577rok 102 13 in in IN cord-316993-mv577rok 102 14 the the DT cord-316993-mv577rok 102 15 patients patient NNS cord-316993-mv577rok 102 16 . . . cord-316993-mv577rok 103 1 Indeed indeed RB cord-316993-mv577rok 103 2 , , , cord-316993-mv577rok 103 3 there there EX cord-316993-mv577rok 103 4 are be VBP cord-316993-mv577rok 103 5 reports report NNS cord-316993-mv577rok 103 6 that that IN cord-316993-mv577rok 103 7 IgG IgG NNP cord-316993-mv577rok 103 8 levels level NNS cord-316993-mv577rok 103 9 fade fade VBP cord-316993-mv577rok 103 10 in in IN cord-316993-mv577rok 103 11 recovered recover VBN cord-316993-mv577rok 103 12 patients patient NNS cord-316993-mv577rok 103 13 on on IN cord-316993-mv577rok 103 14 a a DT cord-316993-mv577rok 103 15 timescale timescale NN cord-316993-mv577rok 103 16 of of IN cord-316993-mv577rok 103 17 a a DT cord-316993-mv577rok 103 18 few few JJ cord-316993-mv577rok 103 19 months month NNS cord-316993-mv577rok 103 20 . . . cord-316993-mv577rok 104 1 30 30 CD cord-316993-mv577rok 104 2 Even even RB cord-316993-mv577rok 104 3 if if IN cord-316993-mv577rok 104 4 confirmed confirm VBN cord-316993-mv577rok 104 5 , , , cord-316993-mv577rok 104 6 this this DT cord-316993-mv577rok 104 7 effect effect NN cord-316993-mv577rok 104 8 should should MD cord-316993-mv577rok 104 9 have have VB cord-316993-mv577rok 104 10 only only RB cord-316993-mv577rok 104 11 a a DT cord-316993-mv577rok 104 12 small small JJ cord-316993-mv577rok 104 13 impact impact NN cord-316993-mv577rok 104 14 on on IN cord-316993-mv577rok 104 15 our -PRON- PRP$ cord-316993-mv577rok 104 16 results result NNS cord-316993-mv577rok 104 17 since since IN cord-316993-mv577rok 104 18 the the DT cord-316993-mv577rok 104 19 last last JJ cord-316993-mv577rok 104 20 round round NN cord-316993-mv577rok 104 21 of of IN cord-316993-mv577rok 104 22 EPICOVID19-BR epicovid19-br NN cord-316993-mv577rok 104 23 was be VBD cord-316993-mv577rok 104 24 performed perform VBN cord-316993-mv577rok 104 25 on on IN cord-316993-mv577rok 104 26 22 22 CD cord-316993-mv577rok 104 27 / / SYM cord-316993-mv577rok 104 28 Jun/2020 Jun/2020 NNS cord-316993-mv577rok 104 29 , , , cord-316993-mv577rok 104 30 still still RB cord-316993-mv577rok 104 31 early early RB cord-316993-mv577rok 104 32 in in IN cord-316993-mv577rok 104 33 the the DT cord-316993-mv577rok 104 34 Brazilian brazilian JJ cord-316993-mv577rok 104 35 epidemic epidemic NN cord-316993-mv577rok 104 36 progression progression NN cord-316993-mv577rok 104 37 . . . cord-316993-mv577rok 105 1 In in IN cord-316993-mv577rok 105 2 fact fact NN cord-316993-mv577rok 105 3 , , , cord-316993-mv577rok 105 4 the the DT cord-316993-mv577rok 105 5 number number NN cord-316993-mv577rok 105 6 of of IN cord-316993-mv577rok 105 7 confirmed confirm VBN cord-316993-mv577rok 105 8 cases case NNS cord-316993-mv577rok 105 9 in in IN cord-316993-mv577rok 105 10 Brazil Brazil NNP cord-316993-mv577rok 105 11 had have VBD cord-316993-mv577rok 105 12 increased increase VBN cord-316993-mv577rok 105 13 over over IN cord-316993-mv577rok 105 14 20-fold 20-fold CD cord-316993-mv577rok 105 15 in in IN cord-316993-mv577rok 105 16 the the DT cord-316993-mv577rok 105 17 preceding precede VBG cord-316993-mv577rok 105 18 2 2 CD cord-316993-mv577rok 105 19 months month NNS cord-316993-mv577rok 105 20 , , , cord-316993-mv577rok 105 21 which which WDT cord-316993-mv577rok 105 22 means mean VBZ cord-316993-mv577rok 105 23 that that IN cord-316993-mv577rok 105 24 our -PRON- PRP$ cord-316993-mv577rok 105 25 IFR IFR NNP cord-316993-mv577rok 105 26 estimates estimate NNS cord-316993-mv577rok 105 27 must must MD cord-316993-mv577rok 105 28 be be VB cord-316993-mv577rok 105 29 dominated dominate VBN cord-316993-mv577rok 105 30 by by IN cord-316993-mv577rok 105 31 recent recent JJ cord-316993-mv577rok 105 32 infections infection NNS cord-316993-mv577rok 105 33 . . . cord-316993-mv577rok 106 1 In in IN cord-316993-mv577rok 106 2 any any DT cord-316993-mv577rok 106 3 case case NN cord-316993-mv577rok 106 4 , , , cord-316993-mv577rok 106 5 the the DT cord-316993-mv577rok 106 6 fading fading NN cord-316993-mv577rok 106 7 of of IN cord-316993-mv577rok 106 8 IgG igg NN cord-316993-mv577rok 106 9 levels level NNS cord-316993-mv577rok 106 10 leads lead VBZ cord-316993-mv577rok 106 11 to to IN cord-316993-mv577rok 106 12 an an DT cord-316993-mv577rok 106 13 underestimate underestimate NN cord-316993-mv577rok 106 14 of of IN cord-316993-mv577rok 106 15 p p NN cord-316993-mv577rok 106 16 a a NN cord-316993-mv577rok 106 17 and and CC cord-316993-mv577rok 106 18 an an DT cord-316993-mv577rok 106 19 overestimate overestimate NN cord-316993-mv577rok 106 20 of of IN cord-316993-mv577rok 106 21 the the DT cord-316993-mv577rok 106 22 IFR IFR NNP cord-316993-mv577rok 106 23 . . . cord-316993-mv577rok 107 1 One one CD cord-316993-mv577rok 107 2 may may MD cord-316993-mv577rok 107 3 speculate speculate VB cord-316993-mv577rok 107 4 that that IN cord-316993-mv577rok 107 5 the the DT cord-316993-mv577rok 107 6 observed observed JJ cord-316993-mv577rok 107 7 increase increase NN cord-316993-mv577rok 107 8 in in IN cord-316993-mv577rok 107 9 IFR IFR NNP cord-316993-mv577rok 107 10 in in IN cord-316993-mv577rok 107 11 round round JJ cord-316993-mv577rok 107 12 3 3 CD cord-316993-mv577rok 107 13 may may MD cord-316993-mv577rok 107 14 be be VB cord-316993-mv577rok 107 15 a a DT cord-316993-mv577rok 107 16 result result NN cord-316993-mv577rok 107 17 of of IN cord-316993-mv577rok 107 18 fading fade VBG cord-316993-mv577rok 107 19 antibody antibody NN cord-316993-mv577rok 107 20 levels level NNS cord-316993-mv577rok 107 21 - - : cord-316993-mv577rok 107 22 antibodies antibody NNS cord-316993-mv577rok 107 23 prevalences prevalence NNS cord-316993-mv577rok 107 24 are be VBP cord-316993-mv577rok 107 25 indeed indeed RB cord-316993-mv577rok 107 26 cumulative cumulative JJ cord-316993-mv577rok 107 27 . . . cord-316993-mv577rok 108 1 We -PRON- PRP cord-316993-mv577rok 108 2 checked check VBD cord-316993-mv577rok 108 3 this this DT cord-316993-mv577rok 108 4 hypothesis hypothesis NN cord-316993-mv577rok 108 5 and and CC cord-316993-mv577rok 108 6 found find VBD cord-316993-mv577rok 108 7 that that IN cord-316993-mv577rok 108 8 the the DT cord-316993-mv577rok 108 9 higher high JJR cord-316993-mv577rok 108 10 IFR IFR NNP cord-316993-mv577rok 108 11 of of IN cord-316993-mv577rok 108 12 round round JJ cord-316993-mv577rok 108 13 3 3 CD cord-316993-mv577rok 108 14 persists persist VBZ cord-316993-mv577rok 108 15 if if IN cord-316993-mv577rok 108 16 we -PRON- PRP cord-316993-mv577rok 108 17 limit limit VBP cord-316993-mv577rok 108 18 the the DT cord-316993-mv577rok 108 19 number number NN cord-316993-mv577rok 108 20 of of IN cord-316993-mv577rok 108 21 deaths death NNS cord-316993-mv577rok 108 22 between between IN cord-316993-mv577rok 108 23 the the DT cord-316993-mv577rok 108 24 delayed delay VBN cord-316993-mv577rok 108 25 timet timet NNP cord-316993-mv577rok 108 26 + + CC cord-316993-mv577rok 108 27 τ τ NN cord-316993-mv577rok 108 28 ad ad NN cord-316993-mv577rok 108 29 and and CC cord-316993-mv577rok 108 30 90 90 CD cord-316993-mv577rok 108 31 days day NNS cord-316993-mv577rok 108 32 earlier early RBR cord-316993-mv577rok 108 33 , , , cord-316993-mv577rok 108 34 which which WDT cord-316993-mv577rok 108 35 is be VBZ cord-316993-mv577rok 108 36 equivalent equivalent JJ cord-316993-mv577rok 108 37 to to TO cord-316993-mv577rok 108 38 assume assume VB cord-316993-mv577rok 108 39 a a DT cord-316993-mv577rok 108 40 sharp sharp JJ cord-316993-mv577rok 108 41 drop drop NN cord-316993-mv577rok 108 42 of of IN cord-316993-mv577rok 108 43 IgG igg NN cord-316993-mv577rok 108 44 levels level NNS cord-316993-mv577rok 108 45 after after IN cord-316993-mv577rok 108 46 such such PDT cord-316993-mv577rok 108 47 a a DT cord-316993-mv577rok 108 48 time time NN cord-316993-mv577rok 108 49 period period NN cord-316993-mv577rok 108 50 . . . cord-316993-mv577rok 109 1 Consequently consequently RB cord-316993-mv577rok 109 2 , , , cord-316993-mv577rok 109 3 we -PRON- PRP cord-316993-mv577rok 109 4 rule rule VBP cord-316993-mv577rok 109 5 out out RP cord-316993-mv577rok 109 6 this this DT cord-316993-mv577rok 109 7 explanation explanation NN cord-316993-mv577rok 109 8 and and CC cord-316993-mv577rok 109 9 rather rather RB cord-316993-mv577rok 109 10 propose propose VB cord-316993-mv577rok 109 11 that that IN cord-316993-mv577rok 109 12 the the DT cord-316993-mv577rok 109 13 higher high JJR cord-316993-mv577rok 109 14 IFR IFR NNP cord-316993-mv577rok 109 15 is be VBZ cord-316993-mv577rok 109 16 due due JJ cord-316993-mv577rok 109 17 to to IN cord-316993-mv577rok 109 18 hospital hospital NN cord-316993-mv577rok 109 19 bed bed NN cord-316993-mv577rok 109 20 saturation saturation NN cord-316993-mv577rok 109 21 in in IN cord-316993-mv577rok 109 22 June June NNP cord-316993-mv577rok 109 23 and and CC cord-316993-mv577rok 109 24 July July NNP cord-316993-mv577rok 109 25 . . . cord-316993-mv577rok 110 1 31 31 CD cord-316993-mv577rok 111 1 This this DT cord-316993-mv577rok 111 2 may may MD cord-316993-mv577rok 111 3 be be VB cord-316993-mv577rok 111 4 particularly particularly RB cord-316993-mv577rok 111 5 relevant relevant JJ cord-316993-mv577rok 111 6 in in IN cord-316993-mv577rok 111 7 the the DT cord-316993-mv577rok 111 8 context context NN cord-316993-mv577rok 111 9 of of IN cord-316993-mv577rok 111 10 the the DT cord-316993-mv577rok 111 11 public public JJ cord-316993-mv577rok 111 12 health health NN cord-316993-mv577rok 111 13 care care NN cord-316993-mv577rok 111 14 , , , cord-316993-mv577rok 111 15 which which WDT cord-316993-mv577rok 111 16 serves serve VBZ cord-316993-mv577rok 111 17 75 75 CD cord-316993-mv577rok 111 18 % % NN cord-316993-mv577rok 111 19 of of IN cord-316993-mv577rok 111 20 the the DT cord-316993-mv577rok 111 21 population population NN cord-316993-mv577rok 111 22 but but CC cord-316993-mv577rok 111 23 its -PRON- PRP$ cord-316993-mv577rok 111 24 total total JJ cord-316993-mv577rok 111 25 spending spending NN cord-316993-mv577rok 111 26 is be VBZ cord-316993-mv577rok 111 27 similar similar JJ cord-316993-mv577rok 111 28 to to IN cord-316993-mv577rok 111 29 the the DT cord-316993-mv577rok 111 30 that that DT cord-316993-mv577rok 111 31 of of IN cord-316993-mv577rok 111 32 the the DT cord-316993-mv577rok 111 33 private private JJ cord-316993-mv577rok 111 34 health health NN cord-316993-mv577rok 111 35 care care NN cord-316993-mv577rok 111 36 , , , cord-316993-mv577rok 111 37 implying imply VBG cord-316993-mv577rok 111 38 that that IN cord-316993-mv577rok 111 39 , , , cord-316993-mv577rok 111 40 on on IN cord-316993-mv577rok 111 41 average average JJ cord-316993-mv577rok 111 42 , , , cord-316993-mv577rok 111 43 a a DT cord-316993-mv577rok 111 44 patient patient NN cord-316993-mv577rok 111 45 in in IN cord-316993-mv577rok 111 46 a a DT cord-316993-mv577rok 111 47 private private JJ cord-316993-mv577rok 111 48 hospital hospital NN cord-316993-mv577rok 111 49 costs cost NNS cord-316993-mv577rok 111 50 three three CD cord-316993-mv577rok 111 51 times time NNS cord-316993-mv577rok 111 52 more more JJR cord-316993-mv577rok 111 53 than than IN cord-316993-mv577rok 111 54 one one CD cord-316993-mv577rok 111 55 in in IN cord-316993-mv577rok 111 56 a a DT cord-316993-mv577rok 111 57 public public JJ cord-316993-mv577rok 111 58 hospital hospital NN cord-316993-mv577rok 111 59 . . . cord-316993-mv577rok 112 1 32 32 CD cord-316993-mv577rok 112 2 Second second JJ cord-316993-mv577rok 112 3 , , , cord-316993-mv577rok 112 4 not not RB cord-316993-mv577rok 112 5 all all DT cord-316993-mv577rok 112 6 COVID-19 covid-19 VBP cord-316993-mv577rok 112 7 related related JJ cord-316993-mv577rok 112 8 deaths death NNS cord-316993-mv577rok 112 9 may may MD cord-316993-mv577rok 112 10 be be VB cord-316993-mv577rok 112 11 registered register VBN cord-316993-mv577rok 112 12 in in IN cord-316993-mv577rok 112 13 Painel Painel NNP cord-316993-mv577rok 112 14 Coronavírus Coronavírus NNP cord-316993-mv577rok 112 15 . . . cord-316993-mv577rok 113 1 One one PRP cord-316993-mv577rok 113 2 expects expect VBZ cord-316993-mv577rok 113 3 this this DT cord-316993-mv577rok 113 4 to to TO cord-316993-mv577rok 113 5 happen happen VB cord-316993-mv577rok 113 6 for for IN cord-316993-mv577rok 113 7 out out IN cord-316993-mv577rok 113 8 - - HYPH cord-316993-mv577rok 113 9 of of IN cord-316993-mv577rok 113 10 - - HYPH cord-316993-mv577rok 113 11 hospital hospital NN cord-316993-mv577rok 113 12 fatalities fatality NNS cord-316993-mv577rok 113 13 and and CC cord-316993-mv577rok 113 14 be be VB cord-316993-mv577rok 113 15 stronger strong JJR cord-316993-mv577rok 113 16 in in IN cord-316993-mv577rok 113 17 the the DT cord-316993-mv577rok 113 18 poorest poor JJS cord-316993-mv577rok 113 19 areas area NNS cord-316993-mv577rok 113 20 with with IN cord-316993-mv577rok 113 21 a a DT cord-316993-mv577rok 113 22 less less RBR cord-316993-mv577rok 113 23 present present JJ cord-316993-mv577rok 113 24 health health NN cord-316993-mv577rok 113 25 care care NN cord-316993-mv577rok 113 26 infrastruc- infrastruc- JJ cord-316993-mv577rok 113 27 . . . cord-316993-mv577rok 114 1 CC CC NNP cord-316993-mv577rok 114 2 - - : cord-316993-mv577rok 114 3 BY by IN cord-316993-mv577rok 114 4 4.0 4.0 CD cord-316993-mv577rok 114 5 International international JJ cord-316993-mv577rok 114 6 license license NN cord-316993-mv577rok 115 1 It -PRON- PRP cord-316993-mv577rok 115 2 is be VBZ cord-316993-mv577rok 115 3 made make VBN cord-316993-mv577rok 115 4 available available JJ cord-316993-mv577rok 115 5 under under IN cord-316993-mv577rok 115 6 a a DT cord-316993-mv577rok 116 1 is be VBZ cord-316993-mv577rok 116 2 the the DT cord-316993-mv577rok 116 3 author author NN cord-316993-mv577rok 116 4 / / SYM cord-316993-mv577rok 116 5 funder funder NN cord-316993-mv577rok 116 6 , , , cord-316993-mv577rok 116 7 who who WP cord-316993-mv577rok 116 8 has have VBZ cord-316993-mv577rok 116 9 granted grant VBN cord-316993-mv577rok 116 10 medRxiv medRxiv NNS cord-316993-mv577rok 116 11 a a DT cord-316993-mv577rok 116 12 license license NN cord-316993-mv577rok 116 13 to to TO cord-316993-mv577rok 116 14 display display VB cord-316993-mv577rok 116 15 the the DT cord-316993-mv577rok 116 16 preprint preprint NN cord-316993-mv577rok 116 17 in in IN cord-316993-mv577rok 116 18 perpetuity perpetuity NN cord-316993-mv577rok 116 19 . . . cord-316993-mv577rok 117 1 The the DT cord-316993-mv577rok 117 2 copyright copyright NN cord-316993-mv577rok 117 3 holder holder NN cord-316993-mv577rok 117 4 for for IN cord-316993-mv577rok 117 5 this this DT cord-316993-mv577rok 117 6 preprint preprint NN cord-316993-mv577rok 117 7 this this DT cord-316993-mv577rok 117 8 version version NN cord-316993-mv577rok 117 9 posted post VBD cord-316993-mv577rok 117 10 August August NNP cord-316993-mv577rok 117 11 21 21 CD cord-316993-mv577rok 117 12 , , , cord-316993-mv577rok 117 13 2020 2020 CD cord-316993-mv577rok 117 14 . . . cord-316993-mv577rok 118 1 Figure figure NN cord-316993-mv577rok 118 2 4 4 CD cord-316993-mv577rok 118 3 . . . cord-316993-mv577rok 119 1 Combined combine VBN cord-316993-mv577rok 119 2 IFR IFR NNP cord-316993-mv577rok 119 3 using use VBG cord-316993-mv577rok 119 4 all all DT cord-316993-mv577rok 119 5 3 3 CD cord-316993-mv577rok 119 6 rounds round NNS cord-316993-mv577rok 119 7 ( ( -LRB- cord-316993-mv577rok 119 8 maximum maximum JJ cord-316993-mv577rok 119 9 likelihood likelihood NN cord-316993-mv577rok 119 10 and and CC cord-316993-mv577rok 119 11 95%CI 95%ci CD cord-316993-mv577rok 119 12 ) ) -RRB- cord-316993-mv577rok 119 13 . . . cord-316993-mv577rok 120 1 The the DT cord-316993-mv577rok 120 2 black black JJ cord-316993-mv577rok 120 3 dots dot NNS cord-316993-mv577rok 120 4 represent represent VBP cord-316993-mv577rok 120 5 model model NN cord-316993-mv577rok 120 6 - - HYPH cord-316993-mv577rok 120 7 based base VBN cord-316993-mv577rok 120 8 results result NNS cord-316993-mv577rok 120 9 by by IN cord-316993-mv577rok 120 10 the the DT cord-316993-mv577rok 120 11 Imperial Imperial NNP cord-316993-mv577rok 120 12 College College NNP cord-316993-mv577rok 120 13 COVID-19 COVID-19 NNP cord-316993-mv577rok 120 14 Response Response NNP cord-316993-mv577rok 120 15 Team Team NNP cord-316993-mv577rok 120 16 . . . cord-316993-mv577rok 121 1 16 16 CD cord-316993-mv577rok 122 1 The the DT cord-316993-mv577rok 122 2 horizontal horizontal JJ cord-316993-mv577rok 122 3 red red JJ cord-316993-mv577rok 122 4 line line NN cord-316993-mv577rok 122 5 is be VBZ cord-316993-mv577rok 122 6 the the DT cord-316993-mv577rok 122 7 IFR IFR NNP cord-316993-mv577rok 122 8 estimate estimate NN cord-316993-mv577rok 122 9 for for IN cord-316993-mv577rok 122 10 Brazil Brazil NNP cord-316993-mv577rok 122 11 given give VBN cord-316993-mv577rok 122 12 in in IN cord-316993-mv577rok 122 13 Table table NN cord-316993-mv577rok 122 14 I -PRON- PRP cord-316993-mv577rok 122 15 . . . cord-316993-mv577rok 123 1 Two two CD cord-316993-mv577rok 123 2 states state NNS cord-316993-mv577rok 123 3 have have VBP cord-316993-mv577rok 123 4 unreliable unreliable JJ cord-316993-mv577rok 123 5 combined combine VBN cord-316993-mv577rok 123 6 IFR IFR NNP cord-316993-mv577rok 123 7 results result NNS cord-316993-mv577rok 123 8 and and CC cord-316993-mv577rok 123 9 are be VBP cord-316993-mv577rok 123 10 shown show VBN cord-316993-mv577rok 123 11 in in IN cord-316993-mv577rok 123 12 light light JJ cord-316993-mv577rok 123 13 gray gray NN cord-316993-mv577rok 123 14 : : : cord-316993-mv577rok 123 15 PA PA NNP cord-316993-mv577rok 123 16 has have VBZ cord-316993-mv577rok 123 17 a a DT cord-316993-mv577rok 123 18 significant significant JJ cord-316993-mv577rok 123 19 decrease decrease NN cord-316993-mv577rok 123 20 in in IN cord-316993-mv577rok 123 21 pa pa NNP cord-316993-mv577rok 123 22 in in IN cord-316993-mv577rok 123 23 round round JJ cord-316993-mv577rok 123 24 3 3 CD cord-316993-mv577rok 123 25 that that WDT cord-316993-mv577rok 123 26 can can MD cord-316993-mv577rok 123 27 not not RB cord-316993-mv577rok 123 28 be be VB cord-316993-mv577rok 123 29 a a DT cord-316993-mv577rok 123 30 simple simple JJ cord-316993-mv577rok 123 31 fluctuation fluctuation NN cord-316993-mv577rok 123 32 ; ; : cord-316993-mv577rok 123 33 RR RR NNP cord-316993-mv577rok 123 34 has have VBZ cord-316993-mv577rok 123 35 a a DT cord-316993-mv577rok 123 36 very very RB cord-316993-mv577rok 123 37 low low JJ cord-316993-mv577rok 123 38 IFR ifr NN cord-316993-mv577rok 123 39 in in IN cord-316993-mv577rok 123 40 round round JJ cord-316993-mv577rok 123 41 2 2 CD cord-316993-mv577rok 123 42 which which WDT cord-316993-mv577rok 123 43 is be VBZ cord-316993-mv577rok 123 44 in in IN cord-316993-mv577rok 123 45 tension tension NN cord-316993-mv577rok 123 46 with with IN cord-316993-mv577rok 123 47 the the DT cord-316993-mv577rok 123 48 other other JJ cord-316993-mv577rok 123 49 rounds round NNS cord-316993-mv577rok 123 50 and and CC cord-316993-mv577rok 123 51 artificially artificially RB cord-316993-mv577rok 123 52 shrinks shrink VBZ cord-316993-mv577rok 123 53 the the DT cord-316993-mv577rok 123 54 CI CI NNP cord-316993-mv577rok 123 55 . . . cord-316993-mv577rok 124 1 ture ture NNP cord-316993-mv577rok 124 2 . . . cord-316993-mv577rok 125 1 As as IN cord-316993-mv577rok 125 2 we -PRON- PRP cord-316993-mv577rok 125 3 are be VBP cord-316993-mv577rok 125 4 analyzing analyze VBG cord-316993-mv577rok 125 5 the the DT cord-316993-mv577rok 125 6 133 133 CD cord-316993-mv577rok 125 7 large large JJ cord-316993-mv577rok 125 8 sentinel sentinel JJ cord-316993-mv577rok 125 9 cities city NNS cord-316993-mv577rok 125 10 that that WDT cord-316993-mv577rok 125 11 entered enter VBD cord-316993-mv577rok 125 12 the the DT cord-316993-mv577rok 125 13 EPICOVID19-BR epicovid19-br NN cord-316993-mv577rok 125 14 survey survey NN cord-316993-mv577rok 125 15 this this DT cord-316993-mv577rok 125 16 bias bias NN cord-316993-mv577rok 125 17 is be VBZ cord-316993-mv577rok 125 18 not not RB cord-316993-mv577rok 125 19 expected expect VBN cord-316993-mv577rok 125 20 to to TO cord-316993-mv577rok 125 21 be be VB cord-316993-mv577rok 125 22 sizable sizable JJ cord-316993-mv577rok 125 23 . . . cord-316993-mv577rok 126 1 Its -PRON- PRP$ cord-316993-mv577rok 126 2 effect effect NN cord-316993-mv577rok 126 3 is be VBZ cord-316993-mv577rok 126 4 , , , cord-316993-mv577rok 126 5 nonetheless nonetheless RB cord-316993-mv577rok 126 6 , , , cord-316993-mv577rok 126 7 the the DT cord-316993-mv577rok 126 8 underestimation underestimation NN cord-316993-mv577rok 126 9 of of IN cord-316993-mv577rok 126 10 the the DT cord-316993-mv577rok 126 11 IFR IFR NNP cord-316993-mv577rok 126 12 . . . cord-316993-mv577rok 127 1 A a DT cord-316993-mv577rok 127 2 third third JJ cord-316993-mv577rok 127 3 potential potential JJ cord-316993-mv577rok 127 4 bias bias NN cord-316993-mv577rok 127 5 comes come VBZ cord-316993-mv577rok 127 6 from from IN cord-316993-mv577rok 127 7 the the DT cord-316993-mv577rok 127 8 fact fact NN cord-316993-mv577rok 127 9 that that IN cord-316993-mv577rok 127 10 the the DT cord-316993-mv577rok 127 11 time time NN cord-316993-mv577rok 127 12 in in IN cord-316993-mv577rok 127 13 Painel Painel NNP cord-316993-mv577rok 127 14 Coronavírus Coronavírus NNP cord-316993-mv577rok 127 15 is be VBZ cord-316993-mv577rok 127 16 not not RB cord-316993-mv577rok 127 17 the the DT cord-316993-mv577rok 127 18 actual actual JJ cord-316993-mv577rok 127 19 time time NN cord-316993-mv577rok 127 20 of of IN cord-316993-mv577rok 127 21 death death NN cord-316993-mv577rok 127 22 but but CC cord-316993-mv577rok 127 23 rather rather RB cord-316993-mv577rok 127 24 the the DT cord-316993-mv577rok 127 25 time time NN cord-316993-mv577rok 127 26 of of IN cord-316993-mv577rok 127 27 notification notification NN cord-316993-mv577rok 127 28 . . . cord-316993-mv577rok 128 1 In in IN cord-316993-mv577rok 128 2 order order NN cord-316993-mv577rok 128 3 to to TO cord-316993-mv577rok 128 4 alleviate alleviate VB cord-316993-mv577rok 128 5 this this DT cord-316993-mv577rok 128 6 issue issue NN cord-316993-mv577rok 128 7 and and CC cord-316993-mv577rok 128 8 also also RB cord-316993-mv577rok 128 9 average average VBP cord-316993-mv577rok 128 10 out out RP cord-316993-mv577rok 128 11 oscillations oscillation NNS cord-316993-mv577rok 128 12 due due IN cord-316993-mv577rok 128 13 to to IN cord-316993-mv577rok 128 14 weekends weekend NNS cord-316993-mv577rok 128 15 , , , cord-316993-mv577rok 128 16 we -PRON- PRP cord-316993-mv577rok 128 17 smooth smooth VBP cord-316993-mv577rok 128 18 the the DT cord-316993-mv577rok 128 19 dn dn NNP cord-316993-mv577rok 128 20 d d NNP cord-316993-mv577rok 128 21 /dt /dt NNP cord-316993-mv577rok 128 22 data datum NNS cord-316993-mv577rok 128 23 according accord VBG cord-316993-mv577rok 128 24 to to IN cord-316993-mv577rok 128 25 a a DT cord-316993-mv577rok 128 26 forward forward RB cord-316993-mv577rok 128 27 7-day 7-day JJ cord-316993-mv577rok 128 28 moving move VBG cord-316993-mv577rok 128 29 average average NN cord-316993-mv577rok 128 30 ( ( -LRB- cord-316993-mv577rok 128 31 details detail NNS cord-316993-mv577rok 128 32 in in IN cord-316993-mv577rok 128 33 the the DT cord-316993-mv577rok 128 34 Supplementary Supplementary NNP cord-316993-mv577rok 128 35 Materials Materials NNPS cord-316993-mv577rok 128 36 ) ) -RRB- cord-316993-mv577rok 128 37 . . . cord-316993-mv577rok 129 1 Finally finally RB cord-316993-mv577rok 129 2 , , , cord-316993-mv577rok 129 3 the the DT cord-316993-mv577rok 129 4 SIVEP SIVEP NNP cord-316993-mv577rok 129 5 - - HYPH cord-316993-mv577rok 129 6 Gripe Gripe NNP cord-316993-mv577rok 129 7 dataset dataset NN cord-316993-mv577rok 129 8 is be VBZ cord-316993-mv577rok 129 9 biased bias VBN cord-316993-mv577rok 129 10 towards towards IN cord-316993-mv577rok 129 11 cases case NNS cord-316993-mv577rok 129 12 with with IN cord-316993-mv577rok 129 13 severe severe JJ cord-316993-mv577rok 129 14 symptoms symptom NNS cord-316993-mv577rok 129 15 . . . cord-316993-mv577rok 130 1 Indeed indeed RB cord-316993-mv577rok 130 2 , , , cord-316993-mv577rok 130 3 there there EX cord-316993-mv577rok 130 4 is be VBZ cord-316993-mv577rok 130 5 a a DT cord-316993-mv577rok 130 6 significant significant JJ cord-316993-mv577rok 130 7 number number NN cord-316993-mv577rok 130 8 of of IN cord-316993-mv577rok 130 9 cases case NNS cord-316993-mv577rok 130 10 that that WDT cord-316993-mv577rok 130 11 are be VBP cord-316993-mv577rok 130 12 hospitalized hospitalize VBN cord-316993-mv577rok 130 13 when when WRB cord-316993-mv577rok 130 14 symptoms symptom NNS cord-316993-mv577rok 130 15 are be VBP cord-316993-mv577rok 130 16 notified notify VBN cord-316993-mv577rok 130 17 ( ( -LRB- cord-316993-mv577rok 130 18 see see VB cord-316993-mv577rok 130 19 Supplementary Supplementary NNP cord-316993-mv577rok 130 20 Materials Materials NNPS cord-316993-mv577rok 130 21 ) ) -RRB- cord-316993-mv577rok 130 22 . . . cord-316993-mv577rok 131 1 We -PRON- PRP cord-316993-mv577rok 131 2 took take VBD cord-316993-mv577rok 131 3 this this DT cord-316993-mv577rok 131 4 into into IN cord-316993-mv577rok 131 5 account account NN cord-316993-mv577rok 131 6 via via IN cord-316993-mv577rok 131 7 a a DT cord-316993-mv577rok 131 8 delay delay NN cord-316993-mv577rok 131 9 parameter parameter NN cord-316993-mv577rok 131 10 τ τ NN cord-316993-mv577rok 131 11 ∆ ∆ NN cord-316993-mv577rok 131 12 = = SYM cord-316993-mv577rok 131 13 τ τ NN cord-316993-mv577rok 131 14 sd sd NN cord-316993-mv577rok 131 15 − − NN cord-316993-mv577rok 131 16 τ τ NN cord-316993-mv577rok 131 17 sivep sivep NNP cord-316993-mv577rok 131 18 sd sd NN cord-316993-mv577rok 131 19 = = SYM cord-316993-mv577rok 131 20 2 2 CD cord-316993-mv577rok 131 21 ± ± NNP cord-316993-mv577rok 131 22 1 1 CD cord-316993-mv577rok 131 23 days day NNS cord-316993-mv577rok 131 24 ( ( -LRB- cord-316993-mv577rok 131 25 see see VB cord-316993-mv577rok 131 26 Table Table NNP cord-316993-mv577rok 131 27 II II NNP cord-316993-mv577rok 131 28 ) ) -RRB- cord-316993-mv577rok 131 29 which which WDT cord-316993-mv577rok 131 30 models model VBZ cord-316993-mv577rok 131 31 the the DT cord-316993-mv577rok 131 32 time time NN cord-316993-mv577rok 131 33 that that WDT cord-316993-mv577rok 131 34 a a DT cord-316993-mv577rok 131 35 patient patient NN cord-316993-mv577rok 131 36 takes take VBZ cord-316993-mv577rok 131 37 to to TO cord-316993-mv577rok 131 38 go go VB cord-316993-mv577rok 131 39 from from IN cord-316993-mv577rok 131 40 symptoms symptom NNS cord-316993-mv577rok 131 41 onset onset JJ cord-316993-mv577rok 131 42 to to IN cord-316993-mv577rok 131 43 severe severe JJ cord-316993-mv577rok 131 44 symptoms symptom NNS cord-316993-mv577rok 131 45 ( ( -LRB- cord-316993-mv577rok 131 46 details detail NNS cord-316993-mv577rok 131 47 in in IN cord-316993-mv577rok 131 48 the the DT cord-316993-mv577rok 131 49 Supplementary Supplementary NNP cord-316993-mv577rok 131 50 Materials Materials NNPS cord-316993-mv577rok 131 51 ) ) -RRB- cord-316993-mv577rok 131 52 . . . cord-316993-mv577rok 132 1 Had have VBD cord-316993-mv577rok 132 2 we -PRON- PRP cord-316993-mv577rok 132 3 set set VBN cord-316993-mv577rok 132 4 τ τ NN cord-316993-mv577rok 132 5 ∆ ∆ NN cord-316993-mv577rok 132 6 = = SYM cord-316993-mv577rok 132 7 0 0 NFP cord-316993-mv577rok 132 8 , , , cord-316993-mv577rok 132 9 we -PRON- PRP cord-316993-mv577rok 132 10 would would MD cord-316993-mv577rok 132 11 have have VB cord-316993-mv577rok 132 12 obtained obtain VBN cord-316993-mv577rok 132 13 for for IN cord-316993-mv577rok 132 14 the the DT cord-316993-mv577rok 132 15 IFR IFR NNP cord-316993-mv577rok 132 16 in in IN cord-316993-mv577rok 132 17 Brazil Brazil NNP cord-316993-mv577rok 132 18 a a DT cord-316993-mv577rok 132 19 value value NN cord-316993-mv577rok 132 20 of of IN cord-316993-mv577rok 132 21 1.02 1.02 CD cord-316993-mv577rok 132 22 % % NN cord-316993-mv577rok 132 23 ( ( -LRB- cord-316993-mv577rok 132 24 95 95 CD cord-316993-mv577rok 132 25 % % NN cord-316993-mv577rok 132 26 CI ci NN cord-316993-mv577rok 132 27 : : : cord-316993-mv577rok 132 28 0.93 0.93 CD cord-316993-mv577rok 132 29 - - SYM cord-316993-mv577rok 132 30 1.13 1.13 CD cord-316993-mv577rok 132 31 % % NN cord-316993-mv577rok 132 32 ) ) -RRB- cord-316993-mv577rok 132 33 , , , cord-316993-mv577rok 132 34 a a DT cord-316993-mv577rok 132 35 3 3 CD cord-316993-mv577rok 132 36 % % NN cord-316993-mv577rok 132 37 lower low JJR cord-316993-mv577rok 132 38 estimate estimate NN cord-316993-mv577rok 132 39 . . . cord-316993-mv577rok 133 1 It -PRON- PRP cord-316993-mv577rok 133 2 is be VBZ cord-316993-mv577rok 133 3 important important JJ cord-316993-mv577rok 133 4 to to TO cord-316993-mv577rok 133 5 stress stress VB cord-316993-mv577rok 133 6 that that IN cord-316993-mv577rok 133 7 the the DT cord-316993-mv577rok 133 8 overall overall JJ cord-316993-mv577rok 133 9 IFR IFR NNP cord-316993-mv577rok 133 10 we -PRON- PRP cord-316993-mv577rok 133 11 computed compute VBD cord-316993-mv577rok 133 12 is be VBZ cord-316993-mv577rok 133 13 relative relative JJ cord-316993-mv577rok 133 14 to to IN cord-316993-mv577rok 133 15 the the DT cord-316993-mv577rok 133 16 133 133 CD cord-316993-mv577rok 133 17 large large JJ cord-316993-mv577rok 133 18 cities city NNS cord-316993-mv577rok 133 19 that that WDT cord-316993-mv577rok 133 20 were be VBD cord-316993-mv577rok 133 21 tested test VBN cord-316993-mv577rok 133 22 by by IN cord-316993-mv577rok 133 23 the the DT cord-316993-mv577rok 133 24 EPICOVID19-BR EPICOVID19-BR NNP cord-316993-mv577rok 133 25 survey survey NN cord-316993-mv577rok 133 26 . . . cord-316993-mv577rok 134 1 These these DT cord-316993-mv577rok 134 2 cities city NNS cord-316993-mv577rok 134 3 amount amount VBP cord-316993-mv577rok 134 4 to to IN cord-316993-mv577rok 134 5 35.5 35.5 CD cord-316993-mv577rok 134 6 % % NN cord-316993-mv577rok 134 7 of of IN cord-316993-mv577rok 134 8 the the DT cord-316993-mv577rok 134 9 Brazilian brazilian JJ cord-316993-mv577rok 134 10 population population NN cord-316993-mv577rok 134 11 and and CC cord-316993-mv577rok 134 12 one one PRP cord-316993-mv577rok 134 13 may may MD cord-316993-mv577rok 134 14 speculate speculate VB cord-316993-mv577rok 134 15 that that IN cord-316993-mv577rok 134 16 the the DT cord-316993-mv577rok 134 17 IFR IFR NNP cord-316993-mv577rok 134 18 may may MD cord-316993-mv577rok 134 19 be be VB cord-316993-mv577rok 134 20 different different JJ cord-316993-mv577rok 134 21 in in IN cord-316993-mv577rok 134 22 smaller small JJR cord-316993-mv577rok 134 23 cities city NNS cord-316993-mv577rok 134 24 and and CC cord-316993-mv577rok 134 25 rural rural JJ cord-316993-mv577rok 134 26 or or CC cord-316993-mv577rok 134 27 poorer poor JJR cord-316993-mv577rok 134 28 areas area NNS cord-316993-mv577rok 134 29 . . . cord-316993-mv577rok 135 1 As as IN cord-316993-mv577rok 135 2 new new JJ cord-316993-mv577rok 135 3 medications medication NNS cord-316993-mv577rok 135 4 and and CC cord-316993-mv577rok 135 5 treatment treatment NN cord-316993-mv577rok 135 6 protocols protocol NNS cord-316993-mv577rok 135 7 for for IN cord-316993-mv577rok 135 8 the the DT cord-316993-mv577rok 135 9 disease disease NN cord-316993-mv577rok 135 10 are be VBP cord-316993-mv577rok 135 11 discovered discover VBN cord-316993-mv577rok 135 12 and and CC cord-316993-mv577rok 135 13 become become VBN cord-316993-mv577rok 135 14 available available JJ cord-316993-mv577rok 135 15 it -PRON- PRP cord-316993-mv577rok 135 16 is be VBZ cord-316993-mv577rok 135 17 hoped hope VBN cord-316993-mv577rok 135 18 that that IN cord-316993-mv577rok 135 19 the the DT cord-316993-mv577rok 135 20 IFR IFR NNP cord-316993-mv577rok 135 21 will will MD cord-316993-mv577rok 135 22 decrease decrease VB cord-316993-mv577rok 135 23 . . . cord-316993-mv577rok 136 1 Since since IN cord-316993-mv577rok 136 2 our -PRON- PRP$ cord-316993-mv577rok 136 3 data datum NNS cord-316993-mv577rok 136 4 comes come VBZ cord-316993-mv577rok 136 5 from from IN cord-316993-mv577rok 136 6 the the DT cord-316993-mv577rok 136 7 first first JJ cord-316993-mv577rok 136 8 months month NNS cord-316993-mv577rok 136 9 of of IN cord-316993-mv577rok 136 10 the the DT cord-316993-mv577rok 136 11 pandemic pandemic NN cord-316993-mv577rok 136 12 , , , cord-316993-mv577rok 136 13 our -PRON- PRP$ cord-316993-mv577rok 136 14 results result NNS cord-316993-mv577rok 136 15 therefore therefore RB cord-316993-mv577rok 136 16 also also RB cord-316993-mv577rok 136 17 set set VBD cord-316993-mv577rok 136 18 a a DT cord-316993-mv577rok 136 19 baseline baseline NN cord-316993-mv577rok 136 20 for for IN cord-316993-mv577rok 136 21 future future JJ cord-316993-mv577rok 136 22 comparisons comparison NNS cord-316993-mv577rok 136 23 of of IN cord-316993-mv577rok 136 24 the the DT cord-316993-mv577rok 136 25 fight fight NN cord-316993-mv577rok 136 26 against against IN cord-316993-mv577rok 136 27 COVID-19 COVID-19 NNP cord-316993-mv577rok 136 28 in in IN cord-316993-mv577rok 136 29 Brazil Brazil NNP cord-316993-mv577rok 136 30 . . . cord-316993-mv577rok 137 1 Concluding conclude VBG cord-316993-mv577rok 137 2 , , , cord-316993-mv577rok 137 3 we -PRON- PRP cord-316993-mv577rok 137 4 hope hope VBP cord-316993-mv577rok 137 5 that that IN cord-316993-mv577rok 137 6 our -PRON- PRP$ cord-316993-mv577rok 137 7 careful careful JJ cord-316993-mv577rok 137 8 evaluation evaluation NN cord-316993-mv577rok 137 9 of of IN cord-316993-mv577rok 137 10 the the DT cord-316993-mv577rok 137 11 IFR IFR NNP cord-316993-mv577rok 137 12 in in IN cord-316993-mv577rok 137 13 Brazil Brazil NNP cord-316993-mv577rok 137 14 will will MD cord-316993-mv577rok 137 15 help help VB cord-316993-mv577rok 137 16 reinforce reinforce VB cord-316993-mv577rok 137 17 , , , cord-316993-mv577rok 137 18 at at IN cord-316993-mv577rok 137 19 the the DT cord-316993-mv577rok 137 20 federal federal JJ cord-316993-mv577rok 137 21 , , , cord-316993-mv577rok 137 22 state state NN cord-316993-mv577rok 137 23 and and CC cord-316993-mv577rok 137 24 municipal municipal JJ cord-316993-mv577rok 137 25 levels level NNS cord-316993-mv577rok 137 26 , , , cord-316993-mv577rok 137 27 the the DT cord-316993-mv577rok 137 28 seriousness seriousness NN cord-316993-mv577rok 137 29 of of IN cord-316993-mv577rok 137 30 the the DT cord-316993-mv577rok 137 31 COVID-19 covid-19 JJ cord-316993-mv577rok 137 32 pandemic pandemic NN cord-316993-mv577rok 137 33 and and CC cord-316993-mv577rok 137 34 the the DT cord-316993-mv577rok 137 35 urgency urgency NN cord-316993-mv577rok 137 36 of of IN cord-316993-mv577rok 137 37 taking take VBG cord-316993-mv577rok 137 38 the the DT cord-316993-mv577rok 137 39 proper proper JJ cord-316993-mv577rok 137 40 actions action NNS cord-316993-mv577rok 137 41 in in IN cord-316993-mv577rok 137 42 order order NN cord-316993-mv577rok 137 43 to to TO cord-316993-mv577rok 137 44 reduce reduce VB cord-316993-mv577rok 137 45 its -PRON- PRP$ cord-316993-mv577rok 137 46 societal societal JJ cord-316993-mv577rok 137 47 and and CC cord-316993-mv577rok 137 48 economic economic JJ cord-316993-mv577rok 137 49 impact impact NN cord-316993-mv577rok 137 50 . . . cord-316993-mv577rok 138 1 Health Health NNP cord-316993-mv577rok 138 2 Outcomes Outcomes NNPS cord-316993-mv577rok 138 3 and and CC cord-316993-mv577rok 138 4 Costs Costs NNPS cord-316993-mv577rok 138 5 of of IN cord-316993-mv577rok 138 6 Community Community NNP cord-316993-mv577rok 138 7 Mitigation Mitigation NNP cord-316993-mv577rok 138 8 Strategies Strategies NNPS cord-316993-mv577rok 138 9 for for IN cord-316993-mv577rok 138 10 an an DT cord-316993-mv577rok 138 11 Influenza Influenza NNP cord-316993-mv577rok 138 12 Pandemic Pandemic NNP cord-316993-mv577rok 138 13 in in IN cord-316993-mv577rok 138 14 the the DT cord-316993-mv577rok 138 15 United United NNP cord-316993-mv577rok 138 16 States States NNP cord-316993-mv577rok 138 17 Coronavirus Coronavirus NNP cord-316993-mv577rok 138 18 ( ( -LRB- cord-316993-mv577rok 138 19 COVID-19 covid-19 VB cord-316993-mv577rok 138 20 ) ) -RRB- cord-316993-mv577rok 138 21 Testing Testing NNP cord-316993-mv577rok 138 22 Pandemic Pandemic NNP cord-316993-mv577rok 138 23 in in IN cord-316993-mv577rok 138 24 the the DT cord-316993-mv577rok 138 25 United United NNP cord-316993-mv577rok 138 26 States States NNP cord-316993-mv577rok 138 27 Excess Excess NNP cord-316993-mv577rok 138 28 Deaths Deaths NNPS cord-316993-mv577rok 138 29 From from IN cord-316993-mv577rok 138 30 COVID-19 COVID-19 NNP cord-316993-mv577rok 138 31 and and CC cord-316993-mv577rok 138 32 Other other JJ cord-316993-mv577rok 138 33 Causes cause VBZ cord-316993-mv577rok 138 34 Excess excess JJ cord-316993-mv577rok 138 35 mortality mortality NN cord-316993-mv577rok 138 36 during during IN cord-316993-mv577rok 138 37 the the DT cord-316993-mv577rok 138 38 covid-19 covid-19 CD cord-316993-mv577rok 138 39 pandemic pandemic NN cord-316993-mv577rok 138 40 : : : cord-316993-mv577rok 139 1 Early early JJ cord-316993-mv577rok 139 2 evidence evidence NN cord-316993-mv577rok 139 3 from from IN cord-316993-mv577rok 139 4 england england NNP cord-316993-mv577rok 139 5 and and CC cord-316993-mv577rok 139 6 wales wales NNP cord-316993-mv577rok 140 1 A a DT cord-316993-mv577rok 140 2 pandemic pandemic NN cord-316993-mv577rok 140 3 primer primer NN cord-316993-mv577rok 140 4 on on IN cord-316993-mv577rok 140 5 excess excess JJ cord-316993-mv577rok 140 6 mortality mortality NN cord-316993-mv577rok 140 7 statistics statistic NNS cord-316993-mv577rok 140 8 and and CC cord-316993-mv577rok 140 9 their -PRON- PRP$ cord-316993-mv577rok 140 10 comparability comparability NN cord-316993-mv577rok 140 11 across across IN cord-316993-mv577rok 140 12 countries country NNS cord-316993-mv577rok 140 13 Tracking track VBG cord-316993-mv577rok 140 14 covid-19 covid-19 NN cord-316993-mv577rok 140 15 excess excess JJ cord-316993-mv577rok 140 16 deaths death NNS cord-316993-mv577rok 140 17 across across IN cord-316993-mv577rok 140 18 countries country NNS cord-316993-mv577rok 140 19 Tracking track VBG cord-316993-mv577rok 140 20 covid-19 covid-19 NN cord-316993-mv577rok 140 21 excess excess JJ cord-316993-mv577rok 140 22 deaths death NNS cord-316993-mv577rok 140 23 across across IN cord-316993-mv577rok 140 24 countries country NNS cord-316993-mv577rok 141 1 Impactos Impactos NNP cord-316993-mv577rok 141 2 Econômicos Econômicos NNP cord-316993-mv577rok 141 3 da da NNP cord-316993-mv577rok 141 4 COVID-19 COVID-19 NNP cord-316993-mv577rok 141 5 Estimates Estimates NNPS cord-316993-mv577rok 141 6 of of IN cord-316993-mv577rok 141 7 the the DT cord-316993-mv577rok 141 8 severity severity NN cord-316993-mv577rok 141 9 of of IN cord-316993-mv577rok 141 10 coronavirus coronavirus NN cord-316993-mv577rok 141 11 disease disease NN cord-316993-mv577rok 141 12 2019 2019 CD cord-316993-mv577rok 141 13 : : : cord-316993-mv577rok 141 14 a a DT cord-316993-mv577rok 141 15 model model NN cord-316993-mv577rok 141 16 - - HYPH cord-316993-mv577rok 141 17 based base VBN cord-316993-mv577rok 141 18 analysis analysis NN cord-316993-mv577rok 141 19 Estimating estimate VBG cord-316993-mv577rok 141 20 clinical clinical JJ cord-316993-mv577rok 141 21 severity severity NN cord-316993-mv577rok 141 22 of of IN cord-316993-mv577rok 141 23 covid-19 covid-19 NN cord-316993-mv577rok 141 24 from from IN cord-316993-mv577rok 141 25 the the DT cord-316993-mv577rok 141 26 transmission transmission NN cord-316993-mv577rok 141 27 dynamics dynamic NNS cord-316993-mv577rok 141 28 in in IN cord-316993-mv577rok 141 29 wuhan wuhan NNP cord-316993-mv577rok 141 30 , , , cord-316993-mv577rok 142 1 china china NNP cord-316993-mv577rok 142 2 Estimating estimate VBG cord-316993-mv577rok 142 3 the the DT cord-316993-mv577rok 142 4 burden burden NN cord-316993-mv577rok 142 5 of of IN cord-316993-mv577rok 142 6 sars sars NNP cord-316993-mv577rok 143 1 -cov-2 -cov-2 : cord-316993-mv577rok 143 2 in in IN cord-316993-mv577rok 143 3 france france NNP cord-316993-mv577rok 143 4 Using use VBG cord-316993-mv577rok 143 5 early early JJ cord-316993-mv577rok 143 6 data datum NNS cord-316993-mv577rok 143 7 to to TO cord-316993-mv577rok 143 8 estimate estimate VB cord-316993-mv577rok 143 9 the the DT cord-316993-mv577rok 143 10 actual actual JJ cord-316993-mv577rok 143 11 infection infection NN cord-316993-mv577rok 143 12 fatality fatality NN cord-316993-mv577rok 143 13 ratio ratio NN cord-316993-mv577rok 143 14 from from IN cord-316993-mv577rok 143 15 covid-19 covid-19 NNP cord-316993-mv577rok 143 16 in in IN cord-316993-mv577rok 143 17 france france NNP cord-316993-mv577rok 143 18 Brazilian Brazilian NNP cord-316993-mv577rok 143 19 modeling modeling NN cord-316993-mv577rok 143 20 of of IN cord-316993-mv577rok 143 21 covid-19 covid-19 NNP cord-316993-mv577rok 143 22 ( ( -LRB- cord-316993-mv577rok 143 23 bram bram NNP cord-316993-mv577rok 143 24 - - HYPH cord-316993-mv577rok 143 25 cod cod NNP cord-316993-mv577rok 143 26 ) ) -RRB- cord-316993-mv577rok 144 1 : : : cord-316993-mv577rok 144 2 a a DT cord-316993-mv577rok 144 3 bayesian bayesian NNP cord-316993-mv577rok 144 4 monte monte NNP cord-316993-mv577rok 144 5 carlo carlo NNP cord-316993-mv577rok 144 6 approach approach NN cord-316993-mv577rok 144 7 for for IN cord-316993-mv577rok 144 8 covid-19 covid-19 NNP cord-316993-mv577rok 144 9 spread spread NN cord-316993-mv577rok 144 10 in in IN cord-316993-mv577rok 144 11 a a DT cord-316993-mv577rok 144 12 limited limited JJ cord-316993-mv577rok 144 13 data datum NNS cord-316993-mv577rok 144 14 set set NN cord-316993-mv577rok 144 15 context context NN cord-316993-mv577rok 144 16 Report Report NNP cord-316993-mv577rok 144 17 21 21 CD cord-316993-mv577rok 144 18 : : : cord-316993-mv577rok 145 1 Estimating estimate VBG cord-316993-mv577rok 145 2 covid-19 covid-19 CD cord-316993-mv577rok 145 3 cases case NNS cord-316993-mv577rok 145 4 and and CC cord-316993-mv577rok 145 5 reproduction reproduction NN cord-316993-mv577rok 145 6 number number NN cord-316993-mv577rok 145 7 in in IN cord-316993-mv577rok 145 8 brazil brazil NNP cord-316993-mv577rok 145 9 Estimation Estimation NNP cord-316993-mv577rok 145 10 of of IN cord-316993-mv577rok 145 11 SARS SARS NNP cord-316993-mv577rok 145 12 - - HYPH cord-316993-mv577rok 145 13 CoV-2 CoV-2 NNP cord-316993-mv577rok 145 14 infection infection NN cord-316993-mv577rok 145 15 fatality fatality NN cord-316993-mv577rok 145 16 rate rate NN cord-316993-mv577rok 145 17 by by IN cord-316993-mv577rok 145 18 real real JJ cord-316993-mv577rok 145 19 - - HYPH cord-316993-mv577rok 145 20 time time NN cord-316993-mv577rok 145 21 antibody antibody NN cord-316993-mv577rok 145 22 screening screening NN cord-316993-mv577rok 145 23 of of IN cord-316993-mv577rok 145 24 blood blood NN cord-316993-mv577rok 145 25 donors donor NNS cord-316993-mv577rok 145 26 Seroprevalence Seroprevalence NNP cord-316993-mv577rok 145 27 of of IN cord-316993-mv577rok 145 28 anti anti JJ cord-316993-mv577rok 145 29 - - JJ cord-316993-mv577rok 145 30 sars sars NNP cord-316993-mv577rok 145 31 - - HYPH cord-316993-mv577rok 145 32 cov-2 cov-2 CD cord-316993-mv577rok 145 33 igg igg NNP cord-316993-mv577rok 145 34 antibodies antibody NNS cord-316993-mv577rok 145 35 in in IN cord-316993-mv577rok 145 36 geneva geneva NNP cord-316993-mv577rok 145 37 , , , cord-316993-mv577rok 145 38 switzerland switzerland NNP cord-316993-mv577rok 145 39 ( ( -LRB- cord-316993-mv577rok 145 40 serocov serocov NNP cord-316993-mv577rok 145 41 - - HYPH cord-316993-mv577rok 145 42 pop pop NN cord-316993-mv577rok 145 43 ) ) -RRB- cord-316993-mv577rok 145 44 : : : cord-316993-mv577rok 146 1 a a DT cord-316993-mv577rok 146 2 population population NN cord-316993-mv577rok 146 3 - - HYPH cord-316993-mv577rok 146 4 based base VBN cord-316993-mv577rok 146 5 study study NN cord-316993-mv577rok 146 6 Serology serology NN cord-316993-mv577rok 146 7 - - HYPH cord-316993-mv577rok 146 8 informed inform VBN cord-316993-mv577rok 146 9 estimates estimate NNS cord-316993-mv577rok 146 10 of of IN cord-316993-mv577rok 146 11 sars sars NNP cord-316993-mv577rok 146 12 - - HYPH cord-316993-mv577rok 146 13 cov-2 cov-2 CD cord-316993-mv577rok 146 14 infection infection NN cord-316993-mv577rok 146 15 fatality fatality NN cord-316993-mv577rok 146 16 risk risk NN cord-316993-mv577rok 146 17 in in IN cord-316993-mv577rok 146 18 geneva geneva NNP cord-316993-mv577rok 146 19 , , , cord-316993-mv577rok 146 20 switzerland switzerland NNP cord-316993-mv577rok 146 21 Prevalence Prevalence NNP cord-316993-mv577rok 146 22 of of IN cord-316993-mv577rok 146 23 sars sars NNP cord-316993-mv577rok 146 24 - - HYPH cord-316993-mv577rok 146 25 cov-2 cov-2 NNP cord-316993-mv577rok 146 26 in in IN cord-316993-mv577rok 146 27 spain spain NNP cord-316993-mv577rok 146 28 ( ( -LRB- cord-316993-mv577rok 146 29 ene ene NNP cord-316993-mv577rok 146 30 - - HYPH cord-316993-mv577rok 146 31 covid covid NNP cord-316993-mv577rok 146 32 ) ) -RRB- cord-316993-mv577rok 146 33 : : : cord-316993-mv577rok 146 34 a a DT cord-316993-mv577rok 146 35 nationwide nationwide JJ cord-316993-mv577rok 146 36 , , , cord-316993-mv577rok 146 37 population population NN cord-316993-mv577rok 146 38 - - HYPH cord-316993-mv577rok 146 39 based base VBN cord-316993-mv577rok 146 40 seroepidemiological seroepidemiological JJ cord-316993-mv577rok 146 41 study study NN cord-316993-mv577rok 146 42 The the DT cord-316993-mv577rok 146 43 infection infection NN cord-316993-mv577rok 146 44 fatality fatality NN cord-316993-mv577rok 146 45 rate rate NN cord-316993-mv577rok 146 46 of of IN cord-316993-mv577rok 146 47 covid-19 covid-19 NN cord-316993-mv577rok 146 48 inferred infer VBN cord-316993-mv577rok 146 49 from from IN cord-316993-mv577rok 146 50 seroprevalence seroprevalence NN cord-316993-mv577rok 146 51 data datum NNS cord-316993-mv577rok 146 52 A a DT cord-316993-mv577rok 146 53 systematic systematic JJ cord-316993-mv577rok 146 54 review review NN cord-316993-mv577rok 146 55 and and CC cord-316993-mv577rok 146 56 meta meta NNP cord-316993-mv577rok 146 57 - - HYPH cord-316993-mv577rok 146 58 analysis analysis NN cord-316993-mv577rok 146 59 of of IN cord-316993-mv577rok 146 60 published publish VBN cord-316993-mv577rok 146 61 research research NN cord-316993-mv577rok 146 62 data datum NNS cord-316993-mv577rok 146 63 on on IN cord-316993-mv577rok 146 64 covid-19 covid-19 CD cord-316993-mv577rok 146 65 infection infection NN cord-316993-mv577rok 146 66 - - HYPH cord-316993-mv577rok 146 67 fatality fatality NN cord-316993-mv577rok 146 68 rates rate NNS cord-316993-mv577rok 147 1 Remarkable remarkable JJ cord-316993-mv577rok 147 2 variability variability NN cord-316993-mv577rok 147 3 in in IN cord-316993-mv577rok 147 4 sars sars NNP cord-316993-mv577rok 148 1 -cov-2 -cov-2 : cord-316993-mv577rok 148 2 antibodies antibody NNS cord-316993-mv577rok 148 3 across across IN cord-316993-mv577rok 148 4 brazilian brazilian JJ cord-316993-mv577rok 148 5 regions region NNS cord-316993-mv577rok 148 6 : : : cord-316993-mv577rok 148 7 nationwide nationwide JJ cord-316993-mv577rok 148 8 serological serological JJ cord-316993-mv577rok 148 9 household household NN cord-316993-mv577rok 148 10 survey survey NN cord-316993-mv577rok 148 11 in in IN cord-316993-mv577rok 148 12 27 27 CD cord-316993-mv577rok 148 13 states state NNS cord-316993-mv577rok 148 14 Evolution evolution NN cord-316993-mv577rok 148 15 and and CC cord-316993-mv577rok 148 16 epidemic epidemic NN cord-316993-mv577rok 148 17 spread spread NN cord-316993-mv577rok 148 18 of of IN cord-316993-mv577rok 148 19 sars sars NNP cord-316993-mv577rok 149 1 -cov-2 -cov-2 : cord-316993-mv577rok 149 2 in in IN cord-316993-mv577rok 149 3 brazil brazil NNP cord-316993-mv577rok 149 4 Covid-19 Covid-19 NNP cord-316993-mv577rok 149 5 in in IN cord-316993-mv577rok 149 6 brazil:"so brazil:"so NNP cord-316993-mv577rok 150 1 what what WP cord-316993-mv577rok 150 2 ? ? . cord-316993-mv577rok 151 1 Ethnic ethnic JJ cord-316993-mv577rok 151 2 and and CC cord-316993-mv577rok 151 3 regional regional JJ cord-316993-mv577rok 151 4 variations variation NNS cord-316993-mv577rok 151 5 in in IN cord-316993-mv577rok 151 6 hospital hospital NN cord-316993-mv577rok 151 7 mortality mortality NN cord-316993-mv577rok 151 8 from from IN cord-316993-mv577rok 151 9 COVID-19 COVID-19 NNP cord-316993-mv577rok 151 10 in in IN cord-316993-mv577rok 151 11 Brazil Brazil NNP cord-316993-mv577rok 151 12 : : : cord-316993-mv577rok 151 13 a a DT cord-316993-mv577rok 151 14 cross cross JJ cord-316993-mv577rok 151 15 - - JJ cord-316993-mv577rok 151 16 sectional sectional JJ cord-316993-mv577rok 151 17 observational observational JJ cord-316993-mv577rok 151 18 study study NN cord-316993-mv577rok 151 19 Brazilian Brazilian NNP cord-316993-mv577rok 151 20 Ministry Ministry NNP cord-316993-mv577rok 151 21 of of IN cord-316993-mv577rok 151 22 Health Health NNP cord-316993-mv577rok 151 23 Real Real NNP cord-316993-mv577rok 151 24 estimates estimate NNS cord-316993-mv577rok 151 25 of of IN cord-316993-mv577rok 151 26 mortality mortality NN cord-316993-mv577rok 151 27 following follow VBG cord-316993-mv577rok 151 28 COVID-19 covid-19 CD cord-316993-mv577rok 151 29 infection infection NN cord-316993-mv577rok 151 30 Antibody Antibody NNP cord-316993-mv577rok 151 31 responses response NNS cord-316993-mv577rok 151 32 to to IN cord-316993-mv577rok 151 33 SARS SARS NNP cord-316993-mv577rok 151 34 - - HYPH cord-316993-mv577rok 151 35 CoV-2 CoV-2 NNP cord-316993-mv577rok 151 36 in in IN cord-316993-mv577rok 151 37 patients patient NNS cord-316993-mv577rok 151 38 with with IN cord-316993-mv577rok 151 39 COVID-19 COVID-19 NNP cord-316993-mv577rok 151 40 Clinical clinical JJ cord-316993-mv577rok 151 41 and and CC cord-316993-mv577rok 151 42 immunological immunological JJ cord-316993-mv577rok 151 43 assessment assessment NN cord-316993-mv577rok 151 44 of of IN cord-316993-mv577rok 151 45 asymptomatic asymptomatic JJ cord-316993-mv577rok 151 46 sars sars NNP cord-316993-mv577rok 151 47 - - HYPH cord-316993-mv577rok 151 48 cov-2 cov-2 CD cord-316993-mv577rok 151 49 infections infection NNS cord-316993-mv577rok 151 50 Ocupação Ocupação NNP cord-316993-mv577rok 151 51 de de IN cord-316993-mv577rok 151 52 UTI UTI NNP cord-316993-mv577rok 151 53 volta volta NNP cord-316993-mv577rok 151 54 a a DT cord-316993-mv577rok 151 55 subir subir NNP cord-316993-mv577rok 151 56 e e NNP cord-316993-mv577rok 151 57 supera supera NNP cord-316993-mv577rok 151 58 80 80 CD cord-316993-mv577rok 151 59 % % NN cord-316993-mv577rok 151 60 em -PRON- NNP cord-316993-mv577rok 151 61 13 13 CD cord-316993-mv577rok 151 62 capitais capitais NN cord-316993-mv577rok 151 63 Saúde Saúde NNP cord-316993-mv577rok 151 64 pública pública NNP cord-316993-mv577rok 152 1 : : : cord-316993-mv577rok 152 2 um um UH cord-316993-mv577rok 152 3 panorama panorama NNP cord-316993-mv577rok 152 4 do do VBP cord-316993-mv577rok 152 5 brasil brasil NNP cord-316993-mv577rok 152 6 MQ MQ NNP cord-316993-mv577rok 152 7 's 's POS cord-316993-mv577rok 152 8 research research NN cord-316993-mv577rok 152 9 is be VBZ cord-316993-mv577rok 152 10 partially partially RB cord-316993-mv577rok 152 11 supported support VBN cord-316993-mv577rok 152 12 by by IN cord-316993-mv577rok 152 13 the the DT cord-316993-mv577rok 152 14 Brazilian brazilian JJ cord-316993-mv577rok 152 15 research research NN cord-316993-mv577rok 152 16 agencies agency NNS cord-316993-mv577rok 152 17 CNPq CNPq NNPS cord-316993-mv577rok 152 18 and and CC cord-316993-mv577rok 152 19 FAPERJ FAPERJ NNP cord-316993-mv577rok 152 20 . . . cord-316993-mv577rok 153 1 VM VM NNP cord-316993-mv577rok 153 2 's 's POS cord-316993-mv577rok 153 3 research research NN cord-316993-mv577rok 153 4 is be VBZ cord-316993-mv577rok 153 5 partially partially RB cord-316993-mv577rok 153 6 supported support VBN cord-316993-mv577rok 153 7 by by IN cord-316993-mv577rok 153 8 Brazilian brazilian JJ cord-316993-mv577rok 153 9 research research NN cord-316993-mv577rok 153 10 agency agency NN cord-316993-mv577rok 153 11 CNPq CNPq NNP cord-316993-mv577rok 153 12 . . . cord-316993-mv577rok 154 1 Funding funding NN cord-316993-mv577rok 154 2 : : : cord-316993-mv577rok 155 1 This this DT cord-316993-mv577rok 155 2 project project NN cord-316993-mv577rok 155 3 has have VBZ cord-316993-mv577rok 155 4 not not RB cord-316993-mv577rok 155 5 received receive VBN cord-316993-mv577rok 155 6 any any DT cord-316993-mv577rok 155 7 funding funding NN cord-316993-mv577rok 155 8 . . . cord-316993-mv577rok 156 1 Author author NN cord-316993-mv577rok 156 2 contributions contribution NNS cord-316993-mv577rok 156 3 : : : cord-316993-mv577rok 156 4 Both both DT cord-316993-mv577rok 156 5 authors author NNS cord-316993-mv577rok 156 6 contributed contribute VBD cord-316993-mv577rok 156 7 equally equally RB cord-316993-mv577rok 156 8 for for IN cord-316993-mv577rok 156 9 this this DT cord-316993-mv577rok 156 10 work work NN cord-316993-mv577rok 156 11 . . . cord-316993-mv577rok 157 1 Competing compete VBG cord-316993-mv577rok 157 2 interests interest NNS cord-316993-mv577rok 157 3 : : : cord-316993-mv577rok 158 1 The the DT cord-316993-mv577rok 158 2 authors author NNS cord-316993-mv577rok 158 3 declare declare VBP cord-316993-mv577rok 158 4 no no DT cord-316993-mv577rok 158 5 competing compete VBG cord-316993-mv577rok 158 6 interests interest NNS cord-316993-mv577rok 158 7 . . . cord-316993-mv577rok 159 1 Data datum NNS cord-316993-mv577rok 159 2 and and CC cord-316993-mv577rok 159 3 materials material NNS cord-316993-mv577rok 159 4 availability availability NN cord-316993-mv577rok 159 5 : : : cord-316993-mv577rok 160 1 The the DT cord-316993-mv577rok 160 2 Wolfram Wolfram NNP cord-316993-mv577rok 160 3 Mathematica Mathematica NNP cord-316993-mv577rok 160 4 codes code NNS cord-316993-mv577rok 160 5 and and CC cord-316993-mv577rok 160 6 the the DT cord-316993-mv577rok 160 7 data datum NNS cord-316993-mv577rok 160 8 used use VBN cord-316993-mv577rok 160 9 for for IN cord-316993-mv577rok 160 10 this this DT cord-316993-mv577rok 160 11 work work NN cord-316993-mv577rok 160 12 are be VBP cord-316993-mv577rok 160 13 available available JJ cord-316993-mv577rok 160 14 at at IN cord-316993-mv577rok 160 15 : : : cord-316993-mv577rok 161 1 www.github.com/mquartin/covid19-ifr-br www.github.com/mquartin/covid19-ifr-br NNP cord-316993-mv577rok 161 2 . . .