id sid tid token lemma pos cord-328181-b2o05j3j 1 1 key key JJ cord-328181-b2o05j3j 1 2 : : : cord-328181-b2o05j3j 1 3 cord-328181-b2o05j3j cord-328181-b2o05j3j JJ cord-328181-b2o05j3j 1 4 authors author NNS cord-328181-b2o05j3j 1 5 : : : cord-328181-b2o05j3j 1 6 Nunez Nunez NNP cord-328181-b2o05j3j 1 7 - - HYPH cord-328181-b2o05j3j 1 8 Corrales Corrales NNP cord-328181-b2o05j3j 1 9 , , , cord-328181-b2o05j3j 1 10 S. S. NNP cord-328181-b2o05j3j 1 11 ; ; : cord-328181-b2o05j3j 1 12 Jakobsson Jakobsson NNP cord-328181-b2o05j3j 1 13 , , , cord-328181-b2o05j3j 1 14 E. E. NNP cord-328181-b2o05j3j 1 15 title title NN cord-328181-b2o05j3j 1 16 : : : cord-328181-b2o05j3j 1 17 The the DT cord-328181-b2o05j3j 1 18 Epidemiology Epidemiology NNP cord-328181-b2o05j3j 1 19 Workbench Workbench NNP cord-328181-b2o05j3j 1 20 : : : cord-328181-b2o05j3j 1 21 a a DT cord-328181-b2o05j3j 1 22 Tool tool NN cord-328181-b2o05j3j 1 23 for for IN cord-328181-b2o05j3j 1 24 Communities community NNS cord-328181-b2o05j3j 1 25 to to TO cord-328181-b2o05j3j 1 26 Strategize strategize VB cord-328181-b2o05j3j 1 27 in in IN cord-328181-b2o05j3j 1 28 Response response NN cord-328181-b2o05j3j 1 29 to to IN cord-328181-b2o05j3j 1 30 COVID-19 covid-19 VB cord-328181-b2o05j3j 1 31 and and CC cord-328181-b2o05j3j 1 32 other other JJ cord-328181-b2o05j3j 1 33 Infectious Infectious NNP cord-328181-b2o05j3j 1 34 Diseases Diseases NNPS cord-328181-b2o05j3j 1 35 date date NN cord-328181-b2o05j3j 1 36 : : : cord-328181-b2o05j3j 1 37 2020 2020 CD cord-328181-b2o05j3j 1 38 - - HYPH cord-328181-b2o05j3j 1 39 07 07 CD cord-328181-b2o05j3j 1 40 - - HYPH cord-328181-b2o05j3j 1 41 25 25 CD cord-328181-b2o05j3j 1 42 journal journal NN cord-328181-b2o05j3j 1 43 : : : cord-328181-b2o05j3j 2 1 nan nan NNP cord-328181-b2o05j3j 2 2 DOI DOI NNP cord-328181-b2o05j3j 2 3 : : : cord-328181-b2o05j3j 3 1 10.1101/2020.07.22.20159798 10.1101/2020.07.22.20159798 CD cord-328181-b2o05j3j 4 1 sha sha NNP cord-328181-b2o05j3j 4 2 : : : cord-328181-b2o05j3j 5 1 e1ef0eee1a843ef2476f4dd277632e106f7030c2 e1ef0eee1a843ef2476f4dd277632e106f7030c2 NNP cord-328181-b2o05j3j 5 2 doc_id doc_id NNP cord-328181-b2o05j3j 5 3 : : : cord-328181-b2o05j3j 6 1 328181 328181 CD cord-328181-b2o05j3j 6 2 cord_uid cord_uid NN cord-328181-b2o05j3j 6 3 : : : cord-328181-b2o05j3j 7 1 b2o05j3j b2o05j3j NNP cord-328181-b2o05j3j 7 2 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 7 3 poses pose VBZ cord-328181-b2o05j3j 7 4 a a DT cord-328181-b2o05j3j 7 5 dramatic dramatic JJ cord-328181-b2o05j3j 7 6 challenge challenge NN cord-328181-b2o05j3j 7 7 to to IN cord-328181-b2o05j3j 7 8 health health NN cord-328181-b2o05j3j 7 9 , , , cord-328181-b2o05j3j 7 10 community community NN cord-328181-b2o05j3j 7 11 life life NN cord-328181-b2o05j3j 7 12 , , , cord-328181-b2o05j3j 7 13 and and CC cord-328181-b2o05j3j 7 14 the the DT cord-328181-b2o05j3j 7 15 economy economy NN cord-328181-b2o05j3j 7 16 of of IN cord-328181-b2o05j3j 7 17 communities community NNS cord-328181-b2o05j3j 7 18 across across IN cord-328181-b2o05j3j 7 19 the the DT cord-328181-b2o05j3j 7 20 world world NN cord-328181-b2o05j3j 7 21 . . . cord-328181-b2o05j3j 8 1 While while IN cord-328181-b2o05j3j 8 2 the the DT cord-328181-b2o05j3j 8 3 properties property NNS cord-328181-b2o05j3j 8 4 of of IN cord-328181-b2o05j3j 8 5 the the DT cord-328181-b2o05j3j 8 6 virus virus NN cord-328181-b2o05j3j 8 7 are be VBP cord-328181-b2o05j3j 8 8 similar similar JJ cord-328181-b2o05j3j 8 9 from from IN cord-328181-b2o05j3j 8 10 place place NN cord-328181-b2o05j3j 8 11 to to IN cord-328181-b2o05j3j 8 12 place place NN cord-328181-b2o05j3j 8 13 , , , cord-328181-b2o05j3j 8 14 the the DT cord-328181-b2o05j3j 8 15 impact impact NN cord-328181-b2o05j3j 8 16 has have VBZ cord-328181-b2o05j3j 8 17 been be VBN cord-328181-b2o05j3j 8 18 dramatically dramatically RB cord-328181-b2o05j3j 8 19 different different JJ cord-328181-b2o05j3j 8 20 from from IN cord-328181-b2o05j3j 8 21 place place NN cord-328181-b2o05j3j 8 22 to to IN cord-328181-b2o05j3j 8 23 place place NN cord-328181-b2o05j3j 8 24 , , , cord-328181-b2o05j3j 8 25 due due IN cord-328181-b2o05j3j 8 26 to to IN cord-328181-b2o05j3j 8 27 such such JJ cord-328181-b2o05j3j 8 28 factors factor NNS cord-328181-b2o05j3j 8 29 as as IN cord-328181-b2o05j3j 8 30 population population NN cord-328181-b2o05j3j 8 31 density density NN cord-328181-b2o05j3j 8 32 , , , cord-328181-b2o05j3j 8 33 mobility mobility NN cord-328181-b2o05j3j 8 34 , , , cord-328181-b2o05j3j 8 35 age age NN cord-328181-b2o05j3j 8 36 distribution distribution NN cord-328181-b2o05j3j 8 37 , , , cord-328181-b2o05j3j 8 38 etc etc FW cord-328181-b2o05j3j 8 39 . . . cord-328181-b2o05j3j 9 1 Thus thus RB cord-328181-b2o05j3j 9 2 , , , cord-328181-b2o05j3j 9 3 optimum optimum JJ cord-328181-b2o05j3j 9 4 testing testing NN cord-328181-b2o05j3j 9 5 and and CC cord-328181-b2o05j3j 9 6 social social JJ cord-328181-b2o05j3j 9 7 distancing distancing NN cord-328181-b2o05j3j 9 8 strategies strategy NNS cord-328181-b2o05j3j 9 9 may may MD cord-328181-b2o05j3j 9 10 also also RB cord-328181-b2o05j3j 9 11 be be VB cord-328181-b2o05j3j 9 12 different different JJ cord-328181-b2o05j3j 9 13 from from IN cord-328181-b2o05j3j 9 14 place place NN cord-328181-b2o05j3j 9 15 to to IN cord-328181-b2o05j3j 9 16 place place NN cord-328181-b2o05j3j 9 17 . . . cord-328181-b2o05j3j 10 1 The the DT cord-328181-b2o05j3j 10 2 Epidemiology Epidemiology NNP cord-328181-b2o05j3j 10 3 Workbench Workbench NNP cord-328181-b2o05j3j 10 4 provides provide VBZ cord-328181-b2o05j3j 10 5 access access NN cord-328181-b2o05j3j 10 6 to to IN cord-328181-b2o05j3j 10 7 an an DT cord-328181-b2o05j3j 10 8 agent agent NN cord-328181-b2o05j3j 10 9 - - HYPH cord-328181-b2o05j3j 10 10 based base VBN cord-328181-b2o05j3j 10 11 model model NN cord-328181-b2o05j3j 10 12 in in IN cord-328181-b2o05j3j 10 13 which which WDT cord-328181-b2o05j3j 10 14 demographic demographic JJ cord-328181-b2o05j3j 10 15 , , , cord-328181-b2o05j3j 10 16 geographic geographic JJ cord-328181-b2o05j3j 10 17 , , , cord-328181-b2o05j3j 10 18 and and CC cord-328181-b2o05j3j 10 19 public public JJ cord-328181-b2o05j3j 10 20 health health NN cord-328181-b2o05j3j 10 21 information information NN cord-328181-b2o05j3j 10 22 a a DT cord-328181-b2o05j3j 10 23 community community NN cord-328181-b2o05j3j 10 24 together together RB cord-328181-b2o05j3j 10 25 with with IN cord-328181-b2o05j3j 10 26 a a DT cord-328181-b2o05j3j 10 27 social social JJ cord-328181-b2o05j3j 10 28 distancing distancing NN cord-328181-b2o05j3j 10 29 and and CC cord-328181-b2o05j3j 10 30 testing testing NN cord-328181-b2o05j3j 10 31 strategy strategy NN cord-328181-b2o05j3j 10 32 may may MD cord-328181-b2o05j3j 10 33 be be VB cord-328181-b2o05j3j 10 34 input input NN cord-328181-b2o05j3j 10 35 , , , cord-328181-b2o05j3j 10 36 and and CC cord-328181-b2o05j3j 10 37 a a DT cord-328181-b2o05j3j 10 38 range range NN cord-328181-b2o05j3j 10 39 of of IN cord-328181-b2o05j3j 10 40 possible possible JJ cord-328181-b2o05j3j 10 41 outcomes outcome NNS cord-328181-b2o05j3j 10 42 computed compute VBN cord-328181-b2o05j3j 10 43 , , , cord-328181-b2o05j3j 10 44 to to TO cord-328181-b2o05j3j 10 45 inform inform VB cord-328181-b2o05j3j 10 46 local local JJ cord-328181-b2o05j3j 10 47 authorities authority NNS cord-328181-b2o05j3j 10 48 on on IN cord-328181-b2o05j3j 10 49 coping cope VBG cord-328181-b2o05j3j 10 50 strategies strategy NNS cord-328181-b2o05j3j 10 51 . . . cord-328181-b2o05j3j 11 1 The the DT cord-328181-b2o05j3j 11 2 model model NN cord-328181-b2o05j3j 11 3 is be VBZ cord-328181-b2o05j3j 11 4 adaptable adaptable JJ cord-328181-b2o05j3j 11 5 to to IN cord-328181-b2o05j3j 11 6 other other JJ cord-328181-b2o05j3j 11 7 infectious infectious JJ cord-328181-b2o05j3j 11 8 diseases disease NNS cord-328181-b2o05j3j 11 9 , , , cord-328181-b2o05j3j 11 10 and and CC cord-328181-b2o05j3j 11 11 to to IN cord-328181-b2o05j3j 11 12 other other JJ cord-328181-b2o05j3j 11 13 strains strain NNS cord-328181-b2o05j3j 11 14 of of IN cord-328181-b2o05j3j 11 15 coronavirus coronavirus NN cord-328181-b2o05j3j 11 16 . . . cord-328181-b2o05j3j 12 1 The the DT cord-328181-b2o05j3j 12 2 tool tool NN cord-328181-b2o05j3j 12 3 is be VBZ cord-328181-b2o05j3j 12 4 illustrated illustrate VBN cord-328181-b2o05j3j 12 5 by by IN cord-328181-b2o05j3j 12 6 scenarios scenario NNS cord-328181-b2o05j3j 12 7 for for IN cord-328181-b2o05j3j 12 8 the the DT cord-328181-b2o05j3j 12 9 cities city NNS cord-328181-b2o05j3j 12 10 of of IN cord-328181-b2o05j3j 12 11 Urbana Urbana NNP cord-328181-b2o05j3j 12 12 and and CC cord-328181-b2o05j3j 12 13 Champaign Champaign NNP cord-328181-b2o05j3j 12 14 , , , cord-328181-b2o05j3j 12 15 Illinois Illinois NNP cord-328181-b2o05j3j 12 16 , , , cord-328181-b2o05j3j 12 17 the the DT cord-328181-b2o05j3j 12 18 home home NN cord-328181-b2o05j3j 12 19 of of IN cord-328181-b2o05j3j 12 20 the the DT cord-328181-b2o05j3j 12 21 University University NNP cord-328181-b2o05j3j 12 22 of of IN cord-328181-b2o05j3j 12 23 Illinois Illinois NNP cord-328181-b2o05j3j 12 24 at at IN cord-328181-b2o05j3j 12 25 Urbana Urbana NNP cord-328181-b2o05j3j 12 26 - - HYPH cord-328181-b2o05j3j 12 27 Champaign Champaign NNP cord-328181-b2o05j3j 12 28 . . . cord-328181-b2o05j3j 13 1 Our -PRON- PRP$ cord-328181-b2o05j3j 13 2 calculations calculation NNS cord-328181-b2o05j3j 13 3 suggest suggest VBP cord-328181-b2o05j3j 13 4 that that IN cord-328181-b2o05j3j 13 5 massive massive JJ cord-328181-b2o05j3j 13 6 testing testing NN cord-328181-b2o05j3j 13 7 is be VBZ cord-328181-b2o05j3j 13 8 the the DT cord-328181-b2o05j3j 13 9 most most RBS cord-328181-b2o05j3j 13 10 effective effective JJ cord-328181-b2o05j3j 13 11 strategy strategy NN cord-328181-b2o05j3j 13 12 to to TO cord-328181-b2o05j3j 13 13 combat combat VB cord-328181-b2o05j3j 13 14 the the DT cord-328181-b2o05j3j 13 15 likely likely JJ cord-328181-b2o05j3j 13 16 increase increase NN cord-328181-b2o05j3j 13 17 in in IN cord-328181-b2o05j3j 13 18 local local JJ cord-328181-b2o05j3j 13 19 cases case NNS cord-328181-b2o05j3j 13 20 due due JJ cord-328181-b2o05j3j 13 21 to to IN cord-328181-b2o05j3j 13 22 mass mass JJ cord-328181-b2o05j3j 13 23 ingress ingress NN cord-328181-b2o05j3j 13 24 of of IN cord-328181-b2o05j3j 13 25 a a DT cord-328181-b2o05j3j 13 26 student student NN cord-328181-b2o05j3j 13 27 population population NN cord-328181-b2o05j3j 13 28 carrying carry VBG cord-328181-b2o05j3j 13 29 a a DT cord-328181-b2o05j3j 13 30 higher high JJR cord-328181-b2o05j3j 13 31 viral viral JJ cord-328181-b2o05j3j 13 32 load load NN cord-328181-b2o05j3j 13 33 than than IN cord-328181-b2o05j3j 13 34 that that DT cord-328181-b2o05j3j 13 35 currently currently RB cord-328181-b2o05j3j 13 36 present present JJ cord-328181-b2o05j3j 13 37 in in IN cord-328181-b2o05j3j 13 38 the the DT cord-328181-b2o05j3j 13 39 community community NN cord-328181-b2o05j3j 13 40 . . . cord-328181-b2o05j3j 14 1 Mathematical mathematical JJ cord-328181-b2o05j3j 14 2 models model NNS cord-328181-b2o05j3j 14 3 of of IN cord-328181-b2o05j3j 14 4 infectious infectious JJ cord-328181-b2o05j3j 14 5 disease disease NN cord-328181-b2o05j3j 14 6 epidemiological epidemiological JJ cord-328181-b2o05j3j 14 7 dynamics dynamic NNS cord-328181-b2o05j3j 14 8 can can MD cord-328181-b2o05j3j 14 9 be be VB cord-328181-b2o05j3j 14 10 provide provide VB cord-328181-b2o05j3j 14 11 valuable valuable JJ cord-328181-b2o05j3j 14 12 assistance assistance NN cord-328181-b2o05j3j 14 13 to to IN cord-328181-b2o05j3j 14 14 public public JJ cord-328181-b2o05j3j 14 15 health health NN cord-328181-b2o05j3j 14 16 officials official NNS cord-328181-b2o05j3j 14 17 and and CC cord-328181-b2o05j3j 14 18 health health NN cord-328181-b2o05j3j 14 19 care care NN cord-328181-b2o05j3j 14 20 providers provider NNS cord-328181-b2o05j3j 14 21 in in IN cord-328181-b2o05j3j 14 22 assessing assess VBG cord-328181-b2o05j3j 14 23 the the DT cord-328181-b2o05j3j 14 24 likely likely JJ cord-328181-b2o05j3j 14 25 seriousness seriousness NN cord-328181-b2o05j3j 14 26 of of IN cord-328181-b2o05j3j 14 27 an an DT cord-328181-b2o05j3j 14 28 epidemic epidemic NN cord-328181-b2o05j3j 14 29 or or CC cord-328181-b2o05j3j 14 30 its -PRON- PRP$ cord-328181-b2o05j3j 14 31 potential potential NN cord-328181-b2o05j3j 14 32 to to TO cord-328181-b2o05j3j 14 33 grow grow VB cord-328181-b2o05j3j 14 34 into into IN cord-328181-b2o05j3j 14 35 a a DT cord-328181-b2o05j3j 14 36 pandemic pandemic NN cord-328181-b2o05j3j 14 37 , , , cord-328181-b2o05j3j 14 38 and and CC cord-328181-b2o05j3j 14 39 later later RB cord-328181-b2o05j3j 14 40 in in IN cord-328181-b2o05j3j 14 41 allocating allocate VBG cord-328181-b2o05j3j 14 42 resources resource NNS cord-328181-b2o05j3j 14 43 to to TO cord-328181-b2o05j3j 14 44 counter counter VB cord-328181-b2o05j3j 14 45 the the DT cord-328181-b2o05j3j 14 46 spread spread NN cord-328181-b2o05j3j 14 47 of of IN cord-328181-b2o05j3j 14 48 the the DT cord-328181-b2o05j3j 14 49 disease disease NN cord-328181-b2o05j3j 14 50 [ [ -LRB- cord-328181-b2o05j3j 14 51 105 105 CD cord-328181-b2o05j3j 14 52 ] ] -RRB- cord-328181-b2o05j3j 14 53 . . . cord-328181-b2o05j3j 15 1 Simulations simulation NNS cord-328181-b2o05j3j 15 2 that that DT cord-328181-b2o05j3j 15 3 trace trace NN cord-328181-b2o05j3j 16 1 either either CC cord-328181-b2o05j3j 16 2 prior prior RB cord-328181-b2o05j3j 16 3 or or CC cord-328181-b2o05j3j 16 4 projected project VBN cord-328181-b2o05j3j 16 5 time time NN cord-328181-b2o05j3j 16 6 courses course NNS cord-328181-b2o05j3j 16 7 make make VBP cord-328181-b2o05j3j 16 8 use use NN cord-328181-b2o05j3j 16 9 of of IN cord-328181-b2o05j3j 16 10 various various JJ cord-328181-b2o05j3j 16 11 mathematical mathematical JJ cord-328181-b2o05j3j 16 12 and and CC cord-328181-b2o05j3j 16 13 computational computational JJ cord-328181-b2o05j3j 16 14 techniques technique NNS cord-328181-b2o05j3j 16 15 , , , cord-328181-b2o05j3j 16 16 including include VBG cord-328181-b2o05j3j 16 17 ( ( -LRB- cord-328181-b2o05j3j 16 18 non non JJ cord-328181-b2o05j3j 16 19 - - JJ cord-328181-b2o05j3j 16 20 exhaustively exhaustively RB cord-328181-b2o05j3j 16 21 ) ) -RRB- cord-328181-b2o05j3j 16 22 differential differential JJ cord-328181-b2o05j3j 16 23 equation equation NN cord-328181-b2o05j3j 16 24 models model NNS cord-328181-b2o05j3j 16 25 , , , cord-328181-b2o05j3j 16 26 statistical statistical JJ cord-328181-b2o05j3j 16 27 regression regression NN cord-328181-b2o05j3j 16 28 and and CC cord-328181-b2o05j3j 16 29 curve curve NN cord-328181-b2o05j3j 16 30 fitting fitting NN cord-328181-b2o05j3j 16 31 , , , cord-328181-b2o05j3j 16 32 network network NN cord-328181-b2o05j3j 16 33 propagation propagation NN cord-328181-b2o05j3j 16 34 dynamics dynamic NNS cord-328181-b2o05j3j 16 35 , , , cord-328181-b2o05j3j 16 36 and and CC cord-328181-b2o05j3j 16 37 direct direct JJ cord-328181-b2o05j3j 16 38 representation representation NN cord-328181-b2o05j3j 16 39 of of IN cord-328181-b2o05j3j 16 40 human human JJ cord-328181-b2o05j3j 16 41 actors actor NNS cord-328181-b2o05j3j 16 42 and and CC cord-328181-b2o05j3j 16 43 their -PRON- PRP$ cord-328181-b2o05j3j 16 44 actions action NNS cord-328181-b2o05j3j 16 45 by by IN cord-328181-b2o05j3j 16 46 means mean NNS cord-328181-b2o05j3j 16 47 of of IN cord-328181-b2o05j3j 16 48 agent agent NN cord-328181-b2o05j3j 16 49 - - HYPH cord-328181-b2o05j3j 16 50 based base VBN cord-328181-b2o05j3j 16 51 models model NNS cord-328181-b2o05j3j 16 52 . . . cord-328181-b2o05j3j 17 1 The the DT cord-328181-b2o05j3j 17 2 SIR SIR NNP cord-328181-b2o05j3j 17 3 model model NN cord-328181-b2o05j3j 17 4 in in IN cord-328181-b2o05j3j 17 5 particular particular JJ cord-328181-b2o05j3j 17 6 along along IN cord-328181-b2o05j3j 17 7 with with IN cord-328181-b2o05j3j 17 8 its -PRON- PRP$ cord-328181-b2o05j3j 17 9 various various JJ cord-328181-b2o05j3j 17 10 adaptations adaptation NNS cord-328181-b2o05j3j 17 11 [ [ -LRB- cord-328181-b2o05j3j 17 12 100 100 CD cord-328181-b2o05j3j 17 13 ] ] -RRB- cord-328181-b2o05j3j 17 14 has have VBZ cord-328181-b2o05j3j 17 15 remained remain VBN cord-328181-b2o05j3j 17 16 successful successful JJ cord-328181-b2o05j3j 17 17 , , , cord-328181-b2o05j3j 17 18 at at IN cord-328181-b2o05j3j 17 19 least least JJS cord-328181-b2o05j3j 17 20 in in IN cord-328181-b2o05j3j 17 21 part part NN cord-328181-b2o05j3j 17 22 , , , cord-328181-b2o05j3j 17 23 due due IN cord-328181-b2o05j3j 17 24 to to IN cord-328181-b2o05j3j 17 25 its -PRON- PRP$ cord-328181-b2o05j3j 17 26 universality universality NN cord-328181-b2o05j3j 17 27 as as IN cord-328181-b2o05j3j 17 28 1 1 CD cord-328181-b2o05j3j 17 29 evidenced evidence VBN cord-328181-b2o05j3j 17 30 by by IN cord-328181-b2o05j3j 17 31 its -PRON- PRP$ cord-328181-b2o05j3j 17 32 empirical empirical JJ cord-328181-b2o05j3j 17 33 adequacy adequacy NN cord-328181-b2o05j3j 17 34 across across IN cord-328181-b2o05j3j 17 35 multiple multiple JJ cord-328181-b2o05j3j 17 36 epidemics epidemic NNS cord-328181-b2o05j3j 17 37 , , , cord-328181-b2o05j3j 17 38 and and CC cord-328181-b2o05j3j 17 39 by by IN cord-328181-b2o05j3j 17 40 its -PRON- PRP$ cord-328181-b2o05j3j 17 41 formal formal JJ cord-328181-b2o05j3j 17 42 robustness robustness NN cord-328181-b2o05j3j 17 43 when when WRB cord-328181-b2o05j3j 17 44 connecting connect VBG cord-328181-b2o05j3j 17 45 microscale microscale JJ cord-328181-b2o05j3j 17 46 host host NN cord-328181-b2o05j3j 17 47 - - HYPH cord-328181-b2o05j3j 17 48 pathogen pathogen NN cord-328181-b2o05j3j 17 49 related relate VBN cord-328181-b2o05j3j 17 50 events event NNS cord-328181-b2o05j3j 17 51 and and CC cord-328181-b2o05j3j 17 52 macroscale macroscale JJ cord-328181-b2o05j3j 17 53 disease disease NN cord-328181-b2o05j3j 17 54 observables observable NNS cord-328181-b2o05j3j 17 55 [ [ -LRB- cord-328181-b2o05j3j 17 56 28 28 CD cord-328181-b2o05j3j 17 57 , , , cord-328181-b2o05j3j 17 58 10 10 CD cord-328181-b2o05j3j 17 59 ] ] -RRB- cord-328181-b2o05j3j 17 60 . . . cord-328181-b2o05j3j 18 1 Stochastic stochastic JJ cord-328181-b2o05j3j 18 2 versions version NNS cord-328181-b2o05j3j 18 3 of of IN cord-328181-b2o05j3j 18 4 the the DT cord-328181-b2o05j3j 18 5 SIR SIR NNP cord-328181-b2o05j3j 18 6 model model NN cord-328181-b2o05j3j 18 7 show show VBP cord-328181-b2o05j3j 18 8 that that IN cord-328181-b2o05j3j 18 9 adding add VBG cord-328181-b2o05j3j 18 10 noise noise NN cord-328181-b2o05j3j 18 11 to to IN cord-328181-b2o05j3j 18 12 the the DT cord-328181-b2o05j3j 18 13 system system NN cord-328181-b2o05j3j 18 14 changes change VBZ cord-328181-b2o05j3j 18 15 the the DT cord-328181-b2o05j3j 18 16 predicted predict VBN cord-328181-b2o05j3j 18 17 onset onset NN cord-328181-b2o05j3j 18 18 of of IN cord-328181-b2o05j3j 18 19 an an DT cord-328181-b2o05j3j 18 20 epidemic epidemic NN cord-328181-b2o05j3j 18 21 [ [ -LRB- cord-328181-b2o05j3j 18 22 113 113 CD cord-328181-b2o05j3j 18 23 ] ] -RRB- cord-328181-b2o05j3j 18 24 , , , cord-328181-b2o05j3j 18 25 the the DT cord-328181-b2o05j3j 18 26 stability stability NN cord-328181-b2o05j3j 18 27 of of IN cord-328181-b2o05j3j 18 28 its -PRON- PRP$ cord-328181-b2o05j3j 18 29 endemic endemic JJ cord-328181-b2o05j3j 18 30 equilibrium equilibrium NN cord-328181-b2o05j3j 18 31 [ [ -LRB- cord-328181-b2o05j3j 18 32 123 123 CD cord-328181-b2o05j3j 18 33 ] ] -RRB- cord-328181-b2o05j3j 18 34 , , , cord-328181-b2o05j3j 18 35 the the DT cord-328181-b2o05j3j 18 36 value value NN cord-328181-b2o05j3j 18 37 of of IN cord-328181-b2o05j3j 18 38 its -PRON- PRP$ cord-328181-b2o05j3j 18 39 effective effective JJ cord-328181-b2o05j3j 18 40 reproduction reproduction NN cord-328181-b2o05j3j 18 41 number number NN cord-328181-b2o05j3j 18 42 [ [ -LRB- cord-328181-b2o05j3j 18 43 57 57 CD cord-328181-b2o05j3j 18 44 ] ] -RRB- cord-328181-b2o05j3j 18 45 or or CC cord-328181-b2o05j3j 18 46 its -PRON- PRP$ cord-328181-b2o05j3j 18 47 duration duration NN cord-328181-b2o05j3j 18 48 [ [ -LRB- cord-328181-b2o05j3j 18 49 72 72 CD cord-328181-b2o05j3j 18 50 ] ] -RRB- cord-328181-b2o05j3j 18 51 when when WRB cord-328181-b2o05j3j 18 52 contrasted contrast VBN cord-328181-b2o05j3j 18 53 against against IN cord-328181-b2o05j3j 18 54 the the DT cord-328181-b2o05j3j 18 55 deterministic deterministic JJ cord-328181-b2o05j3j 18 56 one one CD cord-328181-b2o05j3j 18 57 . . . cord-328181-b2o05j3j 19 1 This this DT cord-328181-b2o05j3j 19 2 is be VBZ cord-328181-b2o05j3j 19 3 significant significant JJ cord-328181-b2o05j3j 19 4 not not RB cord-328181-b2o05j3j 19 5 only only RB cord-328181-b2o05j3j 19 6 at at IN cord-328181-b2o05j3j 19 7 the the DT cord-328181-b2o05j3j 19 8 theoretical theoretical JJ cord-328181-b2o05j3j 19 9 level level NN cord-328181-b2o05j3j 19 10 when when WRB cord-328181-b2o05j3j 19 11 studying study VBG cord-328181-b2o05j3j 19 12 the the DT cord-328181-b2o05j3j 19 13 stability stability NN cord-328181-b2o05j3j 19 14 and and CC cord-328181-b2o05j3j 19 15 asymptotic asymptotic JJ cord-328181-b2o05j3j 19 16 representativeness representativeness NN cord-328181-b2o05j3j 19 17 of of IN cord-328181-b2o05j3j 19 18 deterministic deterministic JJ cord-328181-b2o05j3j 19 19 vs vs IN cord-328181-b2o05j3j 19 20 stochastic stochastic JJ cord-328181-b2o05j3j 19 21 SIR SIR NNP cord-328181-b2o05j3j 19 22 models model NNS cord-328181-b2o05j3j 19 23 under under IN cord-328181-b2o05j3j 19 24 various various JJ cord-328181-b2o05j3j 19 25 noise noise NN cord-328181-b2o05j3j 19 26 regimes regime NNS cord-328181-b2o05j3j 19 27 , , , cord-328181-b2o05j3j 19 28 but but CC cord-328181-b2o05j3j 19 29 at at IN cord-328181-b2o05j3j 19 30 the the DT cord-328181-b2o05j3j 19 31 policy policy NN cord-328181-b2o05j3j 19 32 making make VBG cord-328181-b2o05j3j 19 33 level level NN cord-328181-b2o05j3j 19 34 where where WRB cord-328181-b2o05j3j 19 35 computational computational JJ cord-328181-b2o05j3j 19 36 epidemiology epidemiology NN cord-328181-b2o05j3j 19 37 may may MD cord-328181-b2o05j3j 19 38 form form VB cord-328181-b2o05j3j 19 39 the the DT cord-328181-b2o05j3j 19 40 basis basis NN cord-328181-b2o05j3j 19 41 of of IN cord-328181-b2o05j3j 19 42 informed informed JJ cord-328181-b2o05j3j 19 43 decisions decision NNS cord-328181-b2o05j3j 19 44 under under IN cord-328181-b2o05j3j 19 45 policy policy NN cord-328181-b2o05j3j 19 46 , , , cord-328181-b2o05j3j 19 47 budgetary budgetary JJ cord-328181-b2o05j3j 19 48 and and CC cord-328181-b2o05j3j 19 49 other other JJ cord-328181-b2o05j3j 19 50 types type NNS cord-328181-b2o05j3j 19 51 of of IN cord-328181-b2o05j3j 19 52 constraints constraint NNS cord-328181-b2o05j3j 19 53 [ [ -LRB- cord-328181-b2o05j3j 19 54 46 46 CD cord-328181-b2o05j3j 19 55 ] ] -RRB- cord-328181-b2o05j3j 19 56 . . . cord-328181-b2o05j3j 20 1 Moreover moreover RB cord-328181-b2o05j3j 20 2 , , , cord-328181-b2o05j3j 20 3 the the DT cord-328181-b2o05j3j 20 4 SIR SIR NNP cord-328181-b2o05j3j 20 5 has have VBZ cord-328181-b2o05j3j 20 6 been be VBN cord-328181-b2o05j3j 20 7 extended extend VBN cord-328181-b2o05j3j 20 8 spatially spatially RB cord-328181-b2o05j3j 20 9 to to TO cord-328181-b2o05j3j 20 10 account account VB cord-328181-b2o05j3j 20 11 for for IN cord-328181-b2o05j3j 20 12 the the DT cord-328181-b2o05j3j 20 13 diffusion diffusion NN cord-328181-b2o05j3j 20 14 - - HYPH cord-328181-b2o05j3j 20 15 like like JJ cord-328181-b2o05j3j 20 16 properties property NNS cord-328181-b2o05j3j 20 17 associated associate VBN cord-328181-b2o05j3j 20 18 with with IN cord-328181-b2o05j3j 20 19 geographic geographic JJ cord-328181-b2o05j3j 20 20 patterns pattern NNS cord-328181-b2o05j3j 20 21 observed observe VBN cord-328181-b2o05j3j 20 22 during during IN cord-328181-b2o05j3j 20 23 epidemics epidemic NNS cord-328181-b2o05j3j 20 24 . . . cord-328181-b2o05j3j 21 1 While while IN cord-328181-b2o05j3j 21 2 the the DT cord-328181-b2o05j3j 21 3 qualitative qualitative JJ cord-328181-b2o05j3j 21 4 ( ( -LRB- cord-328181-b2o05j3j 21 5 and and CC cord-328181-b2o05j3j 21 6 some some DT cord-328181-b2o05j3j 21 7 quantitative quantitative JJ cord-328181-b2o05j3j 21 8 ) ) -RRB- cord-328181-b2o05j3j 21 9 properties property NNS cord-328181-b2o05j3j 21 10 of of IN cord-328181-b2o05j3j 21 11 the the DT cord-328181-b2o05j3j 21 12 traditional traditional JJ cord-328181-b2o05j3j 21 13 and and CC cord-328181-b2o05j3j 21 14 the the DT cord-328181-b2o05j3j 21 15 spatial spatial JJ cord-328181-b2o05j3j 21 16 SIR SIR NNP cord-328181-b2o05j3j 21 17 models model NNS cord-328181-b2o05j3j 21 18 remain remain VBP cord-328181-b2o05j3j 21 19 largely largely RB cord-328181-b2o05j3j 21 20 shared share VBN cord-328181-b2o05j3j 21 21 , , , cord-328181-b2o05j3j 21 22 spatial spatial JJ cord-328181-b2o05j3j 21 23 versions version NNS cord-328181-b2o05j3j 21 24 appear appear VBP cord-328181-b2o05j3j 21 25 to to TO cord-328181-b2o05j3j 21 26 be be VB cord-328181-b2o05j3j 21 27 numerically numerically RB cord-328181-b2o05j3j 21 28 susceptible susceptible JJ cord-328181-b2o05j3j 21 29 to to IN cord-328181-b2o05j3j 21 30 how how WRB cord-328181-b2o05j3j 21 31 these these DT cord-328181-b2o05j3j 21 32 capture capture VBP cord-328181-b2o05j3j 21 33 spatial spatial JJ cord-328181-b2o05j3j 21 34 interactions interaction NNS cord-328181-b2o05j3j 21 35 [ [ -LRB- cord-328181-b2o05j3j 21 36 101 101 CD cord-328181-b2o05j3j 21 37 ] ] -RRB- cord-328181-b2o05j3j 21 38 . . . cord-328181-b2o05j3j 22 1 As as IN cord-328181-b2o05j3j 22 2 with with IN cord-328181-b2o05j3j 22 3 any any DT cord-328181-b2o05j3j 22 4 other other JJ cord-328181-b2o05j3j 22 5 diffusion diffusion NN cord-328181-b2o05j3j 22 6 process process NN cord-328181-b2o05j3j 22 7 in in IN cord-328181-b2o05j3j 22 8 some some DT cord-328181-b2o05j3j 22 9 space space NN cord-328181-b2o05j3j 22 10 , , , cord-328181-b2o05j3j 22 11 we -PRON- PRP cord-328181-b2o05j3j 22 12 are be VBP cord-328181-b2o05j3j 22 13 usually usually RB cord-328181-b2o05j3j 22 14 interested interested JJ cord-328181-b2o05j3j 22 15 on on IN cord-328181-b2o05j3j 22 16 the the DT cord-328181-b2o05j3j 22 17 ability ability NN cord-328181-b2o05j3j 22 18 of of IN cord-328181-b2o05j3j 22 19 a a DT cord-328181-b2o05j3j 22 20 disease disease NN cord-328181-b2o05j3j 22 21 to to TO cord-328181-b2o05j3j 22 22 cover cover VB cord-328181-b2o05j3j 22 23 larger large JJR cord-328181-b2o05j3j 22 24 shares share NNS cord-328181-b2o05j3j 22 25 of of IN cord-328181-b2o05j3j 22 26 the the DT cord-328181-b2o05j3j 22 27 population population NN cord-328181-b2o05j3j 22 28 as as IN cord-328181-b2o05j3j 22 29 time time NN cord-328181-b2o05j3j 22 30 marches march VBZ cord-328181-b2o05j3j 22 31 on on RP cord-328181-b2o05j3j 22 32 . . . cord-328181-b2o05j3j 23 1 Detailed detailed JJ cord-328181-b2o05j3j 23 2 analysis analysis NN cord-328181-b2o05j3j 23 3 of of IN cord-328181-b2o05j3j 23 4 deterministic deterministic JJ cord-328181-b2o05j3j 23 5 and and CC cord-328181-b2o05j3j 23 6 stochastic stochastic JJ cord-328181-b2o05j3j 23 7 SIR SIR NNP cord-328181-b2o05j3j 23 8 models model NNS cord-328181-b2o05j3j 23 9 with with IN cord-328181-b2o05j3j 23 10 spatial spatial JJ cord-328181-b2o05j3j 23 11 components component NNS cord-328181-b2o05j3j 23 12 [ [ -LRB- cord-328181-b2o05j3j 23 13 16 16 CD cord-328181-b2o05j3j 23 14 ] ] -RRB- cord-328181-b2o05j3j 23 15 indicates indicate VBZ cord-328181-b2o05j3j 23 16 the the DT cord-328181-b2o05j3j 23 17 existence existence NN cord-328181-b2o05j3j 23 18 of of IN cord-328181-b2o05j3j 23 19 solutions solution NNS cord-328181-b2o05j3j 23 20 corresponding correspond VBG cord-328181-b2o05j3j 23 21 to to IN cord-328181-b2o05j3j 23 22 traveling travel VBG cord-328181-b2o05j3j 23 23 waves wave NNS cord-328181-b2o05j3j 23 24 that that WDT cord-328181-b2o05j3j 23 25 propagate propagate VBP cord-328181-b2o05j3j 23 26 the the DT cord-328181-b2o05j3j 23 27 disease disease NN cord-328181-b2o05j3j 23 28 among among IN cord-328181-b2o05j3j 23 29 point point NN cord-328181-b2o05j3j 23 30 - - HYPH cord-328181-b2o05j3j 23 31 like like JJ cord-328181-b2o05j3j 23 32 processes process NNS cord-328181-b2o05j3j 23 33 . . . cord-328181-b2o05j3j 24 1 It -PRON- PRP cord-328181-b2o05j3j 24 2 has have VBZ cord-328181-b2o05j3j 24 3 also also RB cord-328181-b2o05j3j 24 4 been be VBN cord-328181-b2o05j3j 24 5 shown show VBN cord-328181-b2o05j3j 24 6 that that IN cord-328181-b2o05j3j 24 7 spatial spatial JJ cord-328181-b2o05j3j 24 8 SIR SIR NNP cord-328181-b2o05j3j 24 9 models model NNS cord-328181-b2o05j3j 24 10 can can MD cord-328181-b2o05j3j 24 11 account account VB cord-328181-b2o05j3j 24 12 for for IN cord-328181-b2o05j3j 24 13 the the DT cord-328181-b2o05j3j 24 14 effects effect NNS cord-328181-b2o05j3j 24 15 of of IN cord-328181-b2o05j3j 24 16 long long JJ cord-328181-b2o05j3j 24 17 - - HYPH cord-328181-b2o05j3j 24 18 distance distance NN cord-328181-b2o05j3j 24 19 travel travel NN cord-328181-b2o05j3j 24 20 by by IN cord-328181-b2o05j3j 24 21 replacing replace VBG cord-328181-b2o05j3j 24 22 diffusion diffusion NN cord-328181-b2o05j3j 24 23 operators operator NNS cord-328181-b2o05j3j 24 24 containing contain VBG cord-328181-b2o05j3j 24 25 local local JJ cord-328181-b2o05j3j 24 26 processes process NNS cord-328181-b2o05j3j 24 27 with with IN cord-328181-b2o05j3j 24 28 appropriate appropriate JJ cord-328181-b2o05j3j 24 29 integro integro JJ cord-328181-b2o05j3j 24 30 - - HYPH cord-328181-b2o05j3j 24 31 differential differential JJ cord-328181-b2o05j3j 24 32 ones one NNS cord-328181-b2o05j3j 24 33 that that WDT cord-328181-b2o05j3j 24 34 capture capture VBP cord-328181-b2o05j3j 24 35 non non JJ cord-328181-b2o05j3j 24 36 - - JJ cord-328181-b2o05j3j 24 37 local local JJ cord-328181-b2o05j3j 24 38 dispersal dispersal NN cord-328181-b2o05j3j 24 39 processes process NNS cord-328181-b2o05j3j 24 40 [ [ -LRB- cord-328181-b2o05j3j 24 41 117 117 CD cord-328181-b2o05j3j 24 42 ] ] -RRB- cord-328181-b2o05j3j 24 43 . . . cord-328181-b2o05j3j 25 1 Agent agent NN cord-328181-b2o05j3j 25 2 - - HYPH cord-328181-b2o05j3j 25 3 based base VBN cord-328181-b2o05j3j 25 4 models model NNS cord-328181-b2o05j3j 25 5 ( ( -LRB- cord-328181-b2o05j3j 25 6 ABMs ABMs NNP cord-328181-b2o05j3j 25 7 ) ) -RRB- cord-328181-b2o05j3j 25 8 constitute constitute VBP cord-328181-b2o05j3j 25 9 a a DT cord-328181-b2o05j3j 25 10 family family NN cord-328181-b2o05j3j 25 11 of of IN cord-328181-b2o05j3j 25 12 models model NNS cord-328181-b2o05j3j 25 13 where where WRB cord-328181-b2o05j3j 25 14 sets set NNS cord-328181-b2o05j3j 25 15 of of IN cord-328181-b2o05j3j 25 16 active active JJ cord-328181-b2o05j3j 25 17 entities entity NNS cord-328181-b2o05j3j 25 18 ( ( -LRB- cord-328181-b2o05j3j 25 19 i.e. i.e. FW cord-328181-b2o05j3j 25 20 agents agent NNS cord-328181-b2o05j3j 25 21 ) ) -RRB- cord-328181-b2o05j3j 25 22 interact interact VBP cord-328181-b2o05j3j 25 23 collectively collectively RB cord-328181-b2o05j3j 25 24 by by IN cord-328181-b2o05j3j 25 25 following follow VBG cord-328181-b2o05j3j 25 26 prescribed prescribed JJ cord-328181-b2o05j3j 25 27 individual individual JJ cord-328181-b2o05j3j 25 28 rules rule NNS cord-328181-b2o05j3j 25 29 intended intend VBN cord-328181-b2o05j3j 25 30 to to TO cord-328181-b2o05j3j 25 31 portray portray VB cord-328181-b2o05j3j 25 32 the the DT cord-328181-b2o05j3j 25 33 emergent emergent JJ cord-328181-b2o05j3j 25 34 dynamics dynamic NNS cord-328181-b2o05j3j 25 35 of of IN cord-328181-b2o05j3j 25 36 a a DT cord-328181-b2o05j3j 25 37 real real JJ cord-328181-b2o05j3j 25 38 social social JJ cord-328181-b2o05j3j 25 39 system system NN cord-328181-b2o05j3j 25 40 [ [ -LRB- cord-328181-b2o05j3j 25 41 20 20 CD cord-328181-b2o05j3j 25 42 ] ] -RRB- cord-328181-b2o05j3j 25 43 . . . cord-328181-b2o05j3j 26 1 In in IN cord-328181-b2o05j3j 26 2 computational computational JJ cord-328181-b2o05j3j 26 3 epidemiology epidemiology NN cord-328181-b2o05j3j 26 4 , , , cord-328181-b2o05j3j 26 5 ABMs abm NNS cord-328181-b2o05j3j 26 6 have have VBP cord-328181-b2o05j3j 26 7 been be VBN cord-328181-b2o05j3j 26 8 used use VBN cord-328181-b2o05j3j 26 9 and and CC cord-328181-b2o05j3j 26 10 comparatively comparatively RB cord-328181-b2o05j3j 26 11 evaluated evaluate VBN cord-328181-b2o05j3j 26 12 against against IN cord-328181-b2o05j3j 26 13 SIR SIR NNP cord-328181-b2o05j3j 26 14 models model NNS cord-328181-b2o05j3j 26 15 of of IN cord-328181-b2o05j3j 26 16 various various JJ cord-328181-b2o05j3j 26 17 kinds kind NNS cord-328181-b2o05j3j 26 18 . . . cord-328181-b2o05j3j 27 1 Analysis analysis NN cord-328181-b2o05j3j 27 2 of of IN cord-328181-b2o05j3j 27 3 the the DT cord-328181-b2o05j3j 27 4 behavior behavior NN cord-328181-b2o05j3j 27 5 of of IN cord-328181-b2o05j3j 27 6 both both DT cord-328181-b2o05j3j 27 7 classes class NNS cord-328181-b2o05j3j 27 8 of of IN cord-328181-b2o05j3j 27 9 models model NNS cord-328181-b2o05j3j 27 10 suggests suggest VBZ cord-328181-b2o05j3j 27 11 that that IN cord-328181-b2o05j3j 27 12 for for IN cord-328181-b2o05j3j 27 13 many many JJ cord-328181-b2o05j3j 27 14 purposes purpose NNS cord-328181-b2o05j3j 27 15 the the DT cord-328181-b2o05j3j 27 16 two two CD cord-328181-b2o05j3j 27 17 classes class NNS cord-328181-b2o05j3j 27 18 will will MD cord-328181-b2o05j3j 27 19 give give VB cord-328181-b2o05j3j 27 20 qualitatively qualitatively RB cord-328181-b2o05j3j 27 21 the the DT cord-328181-b2o05j3j 27 22 same same JJ cord-328181-b2o05j3j 27 23 result result NN cord-328181-b2o05j3j 27 24 , , , cord-328181-b2o05j3j 27 25 but but CC cord-328181-b2o05j3j 27 26 that that DT cord-328181-b2o05j3j 27 27 agent agent NN cord-328181-b2o05j3j 27 28 - - HYPH cord-328181-b2o05j3j 27 29 based base VBN cord-328181-b2o05j3j 27 30 models model NNS cord-328181-b2o05j3j 27 31 have have VBP cord-328181-b2o05j3j 27 32 an an DT cord-328181-b2o05j3j 27 33 advantage advantage NN cord-328181-b2o05j3j 27 34 in in IN cord-328181-b2o05j3j 27 35 ease ease NN cord-328181-b2o05j3j 27 36 of of IN cord-328181-b2o05j3j 27 37 accounting account VBG cord-328181-b2o05j3j 27 38 for for IN cord-328181-b2o05j3j 27 39 heterogeneity heterogeneity NN cord-328181-b2o05j3j 27 40 in in IN cord-328181-b2o05j3j 27 41 subpopulations subpopulation NNS cord-328181-b2o05j3j 27 42 where where WRB cord-328181-b2o05j3j 27 43 that that DT cord-328181-b2o05j3j 27 44 is be VBZ cord-328181-b2o05j3j 27 45 significant significant JJ cord-328181-b2o05j3j 27 46 [ [ -LRB- cord-328181-b2o05j3j 27 47 5 5 CD cord-328181-b2o05j3j 27 48 , , , cord-328181-b2o05j3j 27 49 96 96 CD cord-328181-b2o05j3j 27 50 ] ] -RRB- cord-328181-b2o05j3j 27 51 . . . cord-328181-b2o05j3j 28 1 Furthermore furthermore RB cord-328181-b2o05j3j 28 2 , , , cord-328181-b2o05j3j 28 3 the the DT cord-328181-b2o05j3j 28 4 SIR SIR NNP cord-328181-b2o05j3j 28 5 differential differential JJ cord-328181-b2o05j3j 28 6 equations equation NNS cord-328181-b2o05j3j 28 7 model model NN cord-328181-b2o05j3j 28 8 is be VBZ cord-328181-b2o05j3j 28 9 derivable derivable JJ cord-328181-b2o05j3j 28 10 from from IN cord-328181-b2o05j3j 28 11 asymptotic asymptotic JJ cord-328181-b2o05j3j 28 12 limit limit NN cord-328181-b2o05j3j 28 13 of of IN cord-328181-b2o05j3j 28 14 an an DT cord-328181-b2o05j3j 28 15 SIR SIR NNP cord-328181-b2o05j3j 28 16 ABM ABM NNP cord-328181-b2o05j3j 28 17 model model NN cord-328181-b2o05j3j 28 18 through through IN cord-328181-b2o05j3j 28 19 diffusion diffusion NN cord-328181-b2o05j3j 28 20 approximation approximation NN cord-328181-b2o05j3j 28 21 [ [ -LRB- cord-328181-b2o05j3j 28 22 17 17 CD cord-328181-b2o05j3j 28 23 ] ] -RRB- cord-328181-b2o05j3j 28 24 . . . cord-328181-b2o05j3j 29 1 A a DT cord-328181-b2o05j3j 29 2 notable notable JJ cord-328181-b2o05j3j 29 3 coordinated coordinated JJ cord-328181-b2o05j3j 29 4 effort effort NN cord-328181-b2o05j3j 29 5 to to TO cord-328181-b2o05j3j 29 6 develop develop VB cord-328181-b2o05j3j 29 7 agent agent NN cord-328181-b2o05j3j 29 8 - - HYPH cord-328181-b2o05j3j 29 9 based base VBN cord-328181-b2o05j3j 29 10 models model NNS cord-328181-b2o05j3j 29 11 of of IN cord-328181-b2o05j3j 29 12 a a DT cord-328181-b2o05j3j 29 13 flu flu NN cord-328181-b2o05j3j 29 14 pandemic pandemic NN cord-328181-b2o05j3j 29 15 was be VBD cord-328181-b2o05j3j 29 16 the the DT cord-328181-b2o05j3j 29 17 Models Models NNPS cord-328181-b2o05j3j 29 18 of of IN cord-328181-b2o05j3j 29 19 Infectious Infectious NNP cord-328181-b2o05j3j 29 20 Disease Disease NNP cord-328181-b2o05j3j 29 21 Agents Agents NNPS cord-328181-b2o05j3j 29 22 study study NN cord-328181-b2o05j3j 29 23 funded fund VBN cord-328181-b2o05j3j 29 24 by by IN cord-328181-b2o05j3j 29 25 the the DT cord-328181-b2o05j3j 29 26 National National NNP cord-328181-b2o05j3j 29 27 Institutes Institutes NNPS cord-328181-b2o05j3j 29 28 of of IN cord-328181-b2o05j3j 29 29 Health Health NNP cord-328181-b2o05j3j 29 30 [ [ -LRB- cord-328181-b2o05j3j 29 31 51 51 CD cord-328181-b2o05j3j 29 32 ] ] -RRB- cord-328181-b2o05j3j 29 33 . . . cord-328181-b2o05j3j 30 1 More More JJR cord-328181-b2o05j3j 30 2 recently recently RB cord-328181-b2o05j3j 30 3 the the DT cord-328181-b2o05j3j 30 4 attention attention NN cord-328181-b2o05j3j 30 5 of of IN cord-328181-b2o05j3j 30 6 the the DT cord-328181-b2o05j3j 30 7 world world NN cord-328181-b2o05j3j 30 8 was be VBD cord-328181-b2o05j3j 30 9 dramatically dramatically RB cord-328181-b2o05j3j 30 10 drawn draw VBN cord-328181-b2o05j3j 30 11 to to IN cord-328181-b2o05j3j 30 12 the the DT cord-328181-b2o05j3j 30 13 need need NN cord-328181-b2o05j3j 30 14 for for IN cord-328181-b2o05j3j 30 15 public public JJ cord-328181-b2o05j3j 30 16 health health NN cord-328181-b2o05j3j 30 17 interventions intervention NNS cord-328181-b2o05j3j 30 18 in in IN cord-328181-b2o05j3j 30 19 the the DT cord-328181-b2o05j3j 30 20 case case NN cord-328181-b2o05j3j 30 21 of of IN cord-328181-b2o05j3j 30 22 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 30 23 by by IN cord-328181-b2o05j3j 30 24 a a DT cord-328181-b2o05j3j 30 25 simulation simulation NN cord-328181-b2o05j3j 30 26 model model NN cord-328181-b2o05j3j 30 27 projecting project VBG cord-328181-b2o05j3j 30 28 2.2 2.2 CD cord-328181-b2o05j3j 30 29 million million CD cord-328181-b2o05j3j 30 30 deaths death NNS cord-328181-b2o05j3j 30 31 from from IN cord-328181-b2o05j3j 30 32 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 30 33 in in IN cord-328181-b2o05j3j 30 34 the the DT cord-328181-b2o05j3j 30 35 United United NNP cord-328181-b2o05j3j 30 36 States States NNP cord-328181-b2o05j3j 30 37 , , , cord-328181-b2o05j3j 30 38 and and CC cord-328181-b2o05j3j 30 39 510,000 510,000 CD cord-328181-b2o05j3j 30 40 in in IN cord-328181-b2o05j3j 30 41 the the DT cord-328181-b2o05j3j 30 42 U.K. U.K. NNP cord-328181-b2o05j3j 30 43 , , , cord-328181-b2o05j3j 30 44 in in IN cord-328181-b2o05j3j 30 45 the the DT cord-328181-b2o05j3j 30 46 absence absence NN cord-328181-b2o05j3j 30 47 of of IN cord-328181-b2o05j3j 30 48 such such JJ cord-328181-b2o05j3j 30 49 interventions intervention NNS cord-328181-b2o05j3j 30 50 [ [ -LRB- cord-328181-b2o05j3j 30 51 41 41 CD cord-328181-b2o05j3j 30 52 ] ] -RRB- cord-328181-b2o05j3j 30 53 . . . cord-328181-b2o05j3j 31 1 Since since IN cord-328181-b2o05j3j 31 2 then then RB cord-328181-b2o05j3j 31 3 , , , cord-328181-b2o05j3j 31 4 models model NNS cord-328181-b2o05j3j 31 5 continue continue VBP cord-328181-b2o05j3j 31 6 to to TO cord-328181-b2o05j3j 31 7 be be VB cord-328181-b2o05j3j 31 8 refined refine VBN cord-328181-b2o05j3j 31 9 as as IN cord-328181-b2o05j3j 31 10 more more JJR cord-328181-b2o05j3j 31 11 data datum NNS cord-328181-b2o05j3j 31 12 are be VBP cord-328181-b2o05j3j 31 13 analyzed analyze VBN cord-328181-b2o05j3j 31 14 [ [ -LRB- cord-328181-b2o05j3j 31 15 3 3 CD cord-328181-b2o05j3j 31 16 ] ] -RRB- cord-328181-b2o05j3j 31 17 . . . cord-328181-b2o05j3j 32 1 It -PRON- PRP cord-328181-b2o05j3j 32 2 is be VBZ cord-328181-b2o05j3j 32 3 important important JJ cord-328181-b2o05j3j 32 4 to to TO cord-328181-b2o05j3j 32 5 note note VB cord-328181-b2o05j3j 32 6 that that IN cord-328181-b2o05j3j 32 7 there there EX cord-328181-b2o05j3j 32 8 are be VBP cord-328181-b2o05j3j 32 9 enormous enormous JJ cord-328181-b2o05j3j 32 10 local local JJ cord-328181-b2o05j3j 32 11 geographic geographic JJ cord-328181-b2o05j3j 32 12 variations variation NNS cord-328181-b2o05j3j 32 13 in in IN cord-328181-b2o05j3j 32 14 the the DT cord-328181-b2o05j3j 32 15 incidence incidence NN cord-328181-b2o05j3j 32 16 of of IN cord-328181-b2o05j3j 32 17 , , , cord-328181-b2o05j3j 32 18 and and CC cord-328181-b2o05j3j 32 19 deaths death NNS cord-328181-b2o05j3j 32 20 from from IN cord-328181-b2o05j3j 32 21 , , , cord-328181-b2o05j3j 32 22 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 32 23 [ [ -LRB- cord-328181-b2o05j3j 32 24 23 23 CD cord-328181-b2o05j3j 32 25 ] ] -RRB- cord-328181-b2o05j3j 32 26 . . . cord-328181-b2o05j3j 33 1 These these DT cord-328181-b2o05j3j 33 2 local local JJ cord-328181-b2o05j3j 33 3 variations variation NNS cord-328181-b2o05j3j 33 4 imply imply VBP cord-328181-b2o05j3j 33 5 a a DT cord-328181-b2o05j3j 33 6 need need NN cord-328181-b2o05j3j 33 7 for for IN cord-328181-b2o05j3j 33 8 local local JJ cord-328181-b2o05j3j 33 9 models model NNS cord-328181-b2o05j3j 33 10 , , , cord-328181-b2o05j3j 33 11 to to TO cord-328181-b2o05j3j 33 12 enable enable VB cord-328181-b2o05j3j 33 13 local local JJ cord-328181-b2o05j3j 33 14 authorities authority NNS cord-328181-b2o05j3j 33 15 to to TO cord-328181-b2o05j3j 33 16 construct construct VB cord-328181-b2o05j3j 33 17 appropriate appropriate JJ cord-328181-b2o05j3j 33 18 strategies strategy NNS cord-328181-b2o05j3j 33 19 of of IN cord-328181-b2o05j3j 33 20 social social JJ cord-328181-b2o05j3j 33 21 distancing distancing NN cord-328181-b2o05j3j 33 22 and and CC cord-328181-b2o05j3j 33 23 testing testing NN cord-328181-b2o05j3j 33 24 for for IN cord-328181-b2o05j3j 33 25 mitigation mitigation NN cord-328181-b2o05j3j 33 26 of of IN cord-328181-b2o05j3j 33 27 the the DT cord-328181-b2o05j3j 33 28 effects effect NNS cord-328181-b2o05j3j 33 29 of of IN cord-328181-b2o05j3j 33 30 COVID-19 covid-19 NN cord-328181-b2o05j3j 33 31 . . . cord-328181-b2o05j3j 34 1 The the DT cord-328181-b2o05j3j 34 2 work work NN cord-328181-b2o05j3j 34 3 described describe VBN cord-328181-b2o05j3j 34 4 in in IN cord-328181-b2o05j3j 34 5 this this DT cord-328181-b2o05j3j 34 6 paper paper NN cord-328181-b2o05j3j 34 7 is be VBZ cord-328181-b2o05j3j 34 8 designed design VBN cord-328181-b2o05j3j 34 9 to to TO cord-328181-b2o05j3j 34 10 meet meet VB cord-328181-b2o05j3j 34 11 this this DT cord-328181-b2o05j3j 34 12 need need NN cord-328181-b2o05j3j 34 13 . . . cord-328181-b2o05j3j 35 1 Wicked wicked JJ cord-328181-b2o05j3j 35 2 policy policy NN cord-328181-b2o05j3j 35 3 problems problem NNS cord-328181-b2o05j3j 35 4 are be VBP cord-328181-b2o05j3j 35 5 characterized characterize VBN cord-328181-b2o05j3j 35 6 by by IN cord-328181-b2o05j3j 35 7 1 1 CD cord-328181-b2o05j3j 35 8 ) ) -RRB- cord-328181-b2o05j3j 35 9 complexity complexity NN cord-328181-b2o05j3j 35 10 of of IN cord-328181-b2o05j3j 35 11 elements element NNS cord-328181-b2o05j3j 35 12 to to TO cord-328181-b2o05j3j 35 13 be be VB cord-328181-b2o05j3j 35 14 accounted account VBN cord-328181-b2o05j3j 35 15 for for IN cord-328181-b2o05j3j 35 16 and and CC cord-328181-b2o05j3j 35 17 their -PRON- PRP$ cord-328181-b2o05j3j 35 18 relationship relationship NN cord-328181-b2o05j3j 35 19 to to IN cord-328181-b2o05j3j 35 20 each each DT cord-328181-b2o05j3j 35 21 other other JJ cord-328181-b2o05j3j 35 22 , , , cord-328181-b2o05j3j 35 23 2 2 CD cord-328181-b2o05j3j 35 24 ) ) -RRB- cord-328181-b2o05j3j 35 25 uncertainty uncertainty NN cord-328181-b2o05j3j 35 26 in in IN cord-328181-b2o05j3j 35 27 relationship relationship NN cord-328181-b2o05j3j 35 28 to to IN cord-328181-b2o05j3j 35 29 the the DT cord-328181-b2o05j3j 35 30 description description NN cord-328181-b2o05j3j 35 31 of of IN cord-328181-b2o05j3j 35 32 the the DT cord-328181-b2o05j3j 35 33 problem problem NN cord-328181-b2o05j3j 35 34 and and CC cord-328181-b2o05j3j 35 35 the the DT cord-328181-b2o05j3j 35 36 consequences consequence NNS cord-328181-b2o05j3j 35 37 of of IN cord-328181-b2o05j3j 35 38 actions action NNS cord-328181-b2o05j3j 35 39 , , , cord-328181-b2o05j3j 35 40 and and CC cord-328181-b2o05j3j 35 41 3 3 CD cord-328181-b2o05j3j 35 42 ) ) -RRB- cord-328181-b2o05j3j 35 43 divergence divergence NN cord-328181-b2o05j3j 35 44 within within IN cord-328181-b2o05j3j 35 45 the the DT cord-328181-b2o05j3j 35 46 affected affected JJ cord-328181-b2o05j3j 35 47 community community NN cord-328181-b2o05j3j 35 48 of of IN cord-328181-b2o05j3j 35 49 values value NNS cord-328181-b2o05j3j 35 50 and and CC cord-328181-b2o05j3j 35 51 interests interest NNS cord-328181-b2o05j3j 35 52 [ [ -LRB- cord-328181-b2o05j3j 35 53 55 55 CD cord-328181-b2o05j3j 35 54 ] ] -RRB- cord-328181-b2o05j3j 35 55 . . . cord-328181-b2o05j3j 36 1 By by IN cord-328181-b2o05j3j 36 2 all all DT cord-328181-b2o05j3j 36 3 three three CD cord-328181-b2o05j3j 36 4 measures measure NNS cord-328181-b2o05j3j 36 5 of of IN cord-328181-b2o05j3j 36 6 wickedness wickedness NN cord-328181-b2o05j3j 36 7 -complexity -complexity NN cord-328181-b2o05j3j 36 8 , , , cord-328181-b2o05j3j 36 9 uncertainty uncertainty NN cord-328181-b2o05j3j 36 10 , , , cord-328181-b2o05j3j 36 11 and and CC cord-328181-b2o05j3j 36 12 divergence divergence NN cord-328181-b2o05j3j 36 13 - - HYPH cord-328181-b2o05j3j 36 14 COVID-19 covid-19 NN cord-328181-b2o05j3j 36 15 is be VBZ cord-328181-b2o05j3j 36 16 a a DT cord-328181-b2o05j3j 36 17 highly highly RB cord-328181-b2o05j3j 36 18 wicked wicked JJ cord-328181-b2o05j3j 36 19 problem problem NN cord-328181-b2o05j3j 36 20 and and CC cord-328181-b2o05j3j 36 21 will will MD cord-328181-b2o05j3j 36 22 continue continue VB cord-328181-b2o05j3j 36 23 to to TO cord-328181-b2o05j3j 36 24 be be VB cord-328181-b2o05j3j 36 25 at at IN cord-328181-b2o05j3j 36 26 least least JJS cord-328181-b2o05j3j 36 27 until until IN cord-328181-b2o05j3j 36 28 there there EX cord-328181-b2o05j3j 36 29 is be VBZ cord-328181-b2o05j3j 36 30 an an DT cord-328181-b2o05j3j 36 31 effective effective JJ cord-328181-b2o05j3j 36 32 and and CC cord-328181-b2o05j3j 36 33 universally universally RB cord-328181-b2o05j3j 36 34 available available JJ cord-328181-b2o05j3j 36 35 vaccine vaccine NN cord-328181-b2o05j3j 36 36 . . . cord-328181-b2o05j3j 37 1 Dimensions dimension NNS cord-328181-b2o05j3j 37 2 of of IN cord-328181-b2o05j3j 37 3 complexity complexity NN cord-328181-b2o05j3j 37 4 in in IN cord-328181-b2o05j3j 37 5 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 37 6 emerge emerge VB cord-328181-b2o05j3j 37 7 from from IN cord-328181-b2o05j3j 37 8 all all DT cord-328181-b2o05j3j 37 9 of of IN cord-328181-b2o05j3j 37 10 the the DT cord-328181-b2o05j3j 37 11 multiple multiple JJ cord-328181-b2o05j3j 37 12 ways way NNS cord-328181-b2o05j3j 37 13 in in IN cord-328181-b2o05j3j 37 14 which which WDT cord-328181-b2o05j3j 37 15 people people NNS cord-328181-b2o05j3j 37 16 interact interact VBP cord-328181-b2o05j3j 37 17 with with IN cord-328181-b2o05j3j 37 18 each each DT cord-328181-b2o05j3j 37 19 other other JJ cord-328181-b2o05j3j 37 20 in in IN cord-328181-b2o05j3j 37 21 such such PDT cord-328181-b2o05j3j 37 22 a a DT cord-328181-b2o05j3j 37 23 way way NN cord-328181-b2o05j3j 37 24 as as IN cord-328181-b2o05j3j 37 25 to to TO cord-328181-b2o05j3j 37 26 breathe breathe VB cord-328181-b2o05j3j 37 27 the the DT cord-328181-b2o05j3j 37 28 same same JJ cord-328181-b2o05j3j 37 29 air air NN cord-328181-b2o05j3j 37 30 , , , cord-328181-b2o05j3j 37 31 and and CC cord-328181-b2o05j3j 37 32 from from IN cord-328181-b2o05j3j 37 33 the the DT cord-328181-b2o05j3j 37 34 consequent consequent JJ cord-328181-b2o05j3j 37 35 trade trade NN cord-328181-b2o05j3j 37 36 - - HYPH cord-328181-b2o05j3j 37 37 offs off NNS cord-328181-b2o05j3j 37 38 . . . cord-328181-b2o05j3j 38 1 These these DT cord-328181-b2o05j3j 38 2 trade trade NN cord-328181-b2o05j3j 38 3 - - HYPH cord-328181-b2o05j3j 38 4 offs off NNS cord-328181-b2o05j3j 38 5 involve involve VBP cord-328181-b2o05j3j 38 6 public public JJ cord-328181-b2o05j3j 38 7 health health NN cord-328181-b2o05j3j 38 8 , , , cord-328181-b2o05j3j 38 9 economics economic NNS cord-328181-b2o05j3j 38 10 , , , cord-328181-b2o05j3j 38 11 every every DT cord-328181-b2o05j3j 38 12 aspect aspect NN cord-328181-b2o05j3j 38 13 of of IN cord-328181-b2o05j3j 38 14 community community NN cord-328181-b2o05j3j 38 15 life life NN cord-328181-b2o05j3j 38 16 , , , cord-328181-b2o05j3j 38 17 and and CC cord-328181-b2o05j3j 38 18 levels level NNS cord-328181-b2o05j3j 38 19 of of IN cord-328181-b2o05j3j 38 20 emotional emotional JJ cord-328181-b2o05j3j 38 21 stress stress NN cord-328181-b2o05j3j 38 22 in in IN cord-328181-b2o05j3j 38 23 individuals individual NNS cord-328181-b2o05j3j 38 24 - - : cord-328181-b2o05j3j 38 25 a a DT cord-328181-b2o05j3j 38 26 multi multi JJ cord-328181-b2o05j3j 38 27 - - JJ cord-328181-b2o05j3j 38 28 level level JJ cord-328181-b2o05j3j 38 29 hierarchy hierarchy NN cord-328181-b2o05j3j 38 30 of of IN cord-328181-b2o05j3j 38 31 perspectives perspective NNS cord-328181-b2o05j3j 38 32 involving involve VBG cord-328181-b2o05j3j 38 33 psychology psychology NN cord-328181-b2o05j3j 38 34 , , , cord-328181-b2o05j3j 38 35 sociology sociology NN cord-328181-b2o05j3j 38 36 , , , cord-328181-b2o05j3j 38 37 economics economic NNS cord-328181-b2o05j3j 38 38 , , , cord-328181-b2o05j3j 38 39 health health NN cord-328181-b2o05j3j 38 40 care care NN cord-328181-b2o05j3j 38 41 , , , cord-328181-b2o05j3j 38 42 and and CC cord-328181-b2o05j3j 38 43 politics politic NNS cord-328181-b2o05j3j 38 44 . . . cord-328181-b2o05j3j 39 1 Correspondingly correspondingly RB cord-328181-b2o05j3j 39 2 , , , cord-328181-b2o05j3j 39 3 we -PRON- PRP cord-328181-b2o05j3j 39 4 expect expect VBP cord-328181-b2o05j3j 39 5 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 39 6 modeling model VBG cord-328181-b2o05j3j 39 7 efforts effort NNS cord-328181-b2o05j3j 39 8 to to TO cord-328181-b2o05j3j 39 9 include include VB cord-328181-b2o05j3j 39 10 a a DT cord-328181-b2o05j3j 39 11 growing grow VBG cord-328181-b2o05j3j 39 12 number number NN cord-328181-b2o05j3j 39 13 of of IN cord-328181-b2o05j3j 39 14 these these DT cord-328181-b2o05j3j 39 15 concerns concern NNS cord-328181-b2o05j3j 39 16 while while IN cord-328181-b2o05j3j 39 17 remaining remain VBG cord-328181-b2o05j3j 39 18 actionable actionable JJ cord-328181-b2o05j3j 39 19 and and CC cord-328181-b2o05j3j 39 20 scientifically scientifically RB cord-328181-b2o05j3j 39 21 useful useful JJ cord-328181-b2o05j3j 39 22 . . . cord-328181-b2o05j3j 40 1 We -PRON- PRP cord-328181-b2o05j3j 40 2 expect expect VBP cord-328181-b2o05j3j 40 3 the the DT cord-328181-b2o05j3j 40 4 complexity complexity NN cord-328181-b2o05j3j 40 5 of of IN cord-328181-b2o05j3j 40 6 such such JJ cord-328181-b2o05j3j 40 7 models model NNS cord-328181-b2o05j3j 40 8 to to TO cord-328181-b2o05j3j 40 9 grow grow VB cord-328181-b2o05j3j 40 10 , , , cord-328181-b2o05j3j 40 11 but but CC cord-328181-b2o05j3j 40 12 to to TO cord-328181-b2o05j3j 40 13 do do VB cord-328181-b2o05j3j 40 14 so so RB cord-328181-b2o05j3j 40 15 in in IN cord-328181-b2o05j3j 40 16 a a DT cord-328181-b2o05j3j 40 17 manner manner NN cord-328181-b2o05j3j 40 18 that that WDT cord-328181-b2o05j3j 40 19 remains remain VBZ cord-328181-b2o05j3j 40 20 intellectually intellectually RB cord-328181-b2o05j3j 40 21 transparent transparent JJ cord-328181-b2o05j3j 40 22 [ [ -LRB- cord-328181-b2o05j3j 40 23 38 38 CD cord-328181-b2o05j3j 40 24 ] ] -RRB- cord-328181-b2o05j3j 40 25 about about IN cord-328181-b2o05j3j 40 26 what what WP cord-328181-b2o05j3j 40 27 is be VBZ cord-328181-b2o05j3j 40 28 stated state VBN cord-328181-b2o05j3j 40 29 in in IN cord-328181-b2o05j3j 40 30 them -PRON- PRP cord-328181-b2o05j3j 40 31 . . . cord-328181-b2o05j3j 41 1 To to IN cord-328181-b2o05j3j 41 2 this this DT cord-328181-b2o05j3j 41 3 extent extent NN cord-328181-b2o05j3j 41 4 , , , cord-328181-b2o05j3j 41 5 models model NNS cord-328181-b2o05j3j 41 6 become become VBP cord-328181-b2o05j3j 41 7 critical critical JJ cord-328181-b2o05j3j 41 8 components component NNS cord-328181-b2o05j3j 41 9 within within IN cord-328181-b2o05j3j 41 10 the the DT cord-328181-b2o05j3j 41 11 top top JJ cord-328181-b2o05j3j 41 12 - - HYPH cord-328181-b2o05j3j 41 13 level level NN cord-328181-b2o05j3j 41 14 decision decision NN cord-328181-b2o05j3j 41 15 support support NN cord-328181-b2o05j3j 41 16 system system NN cord-328181-b2o05j3j 41 17 necessary necessary JJ cord-328181-b2o05j3j 41 18 to to TO cord-328181-b2o05j3j 41 19 regain regain VB cord-328181-b2o05j3j 41 20 situational situational JJ cord-328181-b2o05j3j 41 21 control control NN cord-328181-b2o05j3j 41 22 during during IN cord-328181-b2o05j3j 41 23 the the DT cord-328181-b2o05j3j 41 24 current current JJ cord-328181-b2o05j3j 41 25 pandemic pandemic NN cord-328181-b2o05j3j 41 26 . . . cord-328181-b2o05j3j 42 1 Dimensions dimension NNS cord-328181-b2o05j3j 42 2 of of IN cord-328181-b2o05j3j 42 3 uncertainty uncertainty NN cord-328181-b2o05j3j 42 4 abound abound VBP cord-328181-b2o05j3j 42 5 . . . cord-328181-b2o05j3j 43 1 As as IN cord-328181-b2o05j3j 43 2 noted note VBN cord-328181-b2o05j3j 43 3 above above RB cord-328181-b2o05j3j 43 4 , , , cord-328181-b2o05j3j 43 5 there there EX cord-328181-b2o05j3j 43 6 is be VBZ cord-328181-b2o05j3j 43 7 enormous enormous JJ cord-328181-b2o05j3j 43 8 geographic geographic JJ cord-328181-b2o05j3j 43 9 variation variation NN cord-328181-b2o05j3j 43 10 in in IN cord-328181-b2o05j3j 43 11 the the DT cord-328181-b2o05j3j 43 12 documented document VBN cord-328181-b2o05j3j 43 13 impact impact NN cord-328181-b2o05j3j 43 14 of of IN cord-328181-b2o05j3j 43 15 the the DT cord-328181-b2o05j3j 43 16 disease disease NN cord-328181-b2o05j3j 43 17 , , , cord-328181-b2o05j3j 43 18 and and CC cord-328181-b2o05j3j 43 19 variation variation NN cord-328181-b2o05j3j 43 20 even even RB cord-328181-b2o05j3j 43 21 in in IN cord-328181-b2o05j3j 43 22 the the DT cord-328181-b2o05j3j 43 23 apparent apparent JJ cord-328181-b2o05j3j 43 24 fundamental fundamental JJ cord-328181-b2o05j3j 43 25 parameters parameter NNS cord-328181-b2o05j3j 43 26 of of IN cord-328181-b2o05j3j 43 27 the the DT cord-328181-b2o05j3j 43 28 virus virus NN cord-328181-b2o05j3j 43 29 -transmissibility -transmissibility NN cord-328181-b2o05j3j 43 30 , , , cord-328181-b2o05j3j 43 31 latency latency NN cord-328181-b2o05j3j 43 32 , , , cord-328181-b2o05j3j 43 33 and and CC cord-328181-b2o05j3j 43 34 virulence virulence NN cord-328181-b2o05j3j 43 35 - - HYPH cord-328181-b2o05j3j 43 36 for for IN cord-328181-b2o05j3j 43 37 reasons reason NNS cord-328181-b2o05j3j 43 38 that that WDT cord-328181-b2o05j3j 43 39 are be VBP cord-328181-b2o05j3j 43 40 not not RB cord-328181-b2o05j3j 43 41 yet yet RB cord-328181-b2o05j3j 43 42 understood understand VBN cord-328181-b2o05j3j 43 43 . . . cord-328181-b2o05j3j 44 1 Contributors contributor NNS cord-328181-b2o05j3j 44 2 to to IN cord-328181-b2o05j3j 44 3 the the DT cord-328181-b2o05j3j 44 4 uncertainty uncertainty NN cord-328181-b2o05j3j 44 5 may may MD cord-328181-b2o05j3j 44 6 be be VB cord-328181-b2o05j3j 44 7 genetic genetic JJ cord-328181-b2o05j3j 44 8 variation variation NN cord-328181-b2o05j3j 44 9 in in IN cord-328181-b2o05j3j 44 10 human human JJ cord-328181-b2o05j3j 44 11 populations population NNS cord-328181-b2o05j3j 44 12 [ [ -LRB- cord-328181-b2o05j3j 44 13 26 26 CD cord-328181-b2o05j3j 44 14 ] ] -RRB- cord-328181-b2o05j3j 44 15 , , , cord-328181-b2o05j3j 44 16 genetic genetic JJ cord-328181-b2o05j3j 44 17 variation variation NN cord-328181-b2o05j3j 44 18 in in IN cord-328181-b2o05j3j 44 19 the the DT cord-328181-b2o05j3j 44 20 virus virus NN cord-328181-b2o05j3j 44 21 as as IN cord-328181-b2o05j3j 44 22 it -PRON- PRP cord-328181-b2o05j3j 44 23 continues continue VBZ cord-328181-b2o05j3j 44 24 to to TO cord-328181-b2o05j3j 44 25 evolve evolve VB cord-328181-b2o05j3j 44 26 [ [ -LRB- cord-328181-b2o05j3j 44 27 107 107 CD cord-328181-b2o05j3j 44 28 ] ] -RRB- cord-328181-b2o05j3j 44 29 , , , cord-328181-b2o05j3j 44 30 variation variation NN cord-328181-b2o05j3j 44 31 in in IN cord-328181-b2o05j3j 44 32 childhood childhood NN cord-328181-b2o05j3j 44 33 vaccine vaccine NN cord-328181-b2o05j3j 44 34 regimens regimen NNS cord-328181-b2o05j3j 44 35 from from IN cord-328181-b2o05j3j 44 36 one one CD cord-328181-b2o05j3j 44 37 nation nation NN cord-328181-b2o05j3j 44 38 to to IN cord-328181-b2o05j3j 44 39 another another DT cord-328181-b2o05j3j 44 40 [ [ -LRB- cord-328181-b2o05j3j 44 41 82 82 CD cord-328181-b2o05j3j 44 42 ] ] -RRB- cord-328181-b2o05j3j 44 43 , , , cord-328181-b2o05j3j 44 44 variations variation NNS cord-328181-b2o05j3j 44 45 in in IN cord-328181-b2o05j3j 44 46 weather weather NN cord-328181-b2o05j3j 44 47 patterns pattern NNS cord-328181-b2o05j3j 44 48 [ [ -LRB- cord-328181-b2o05j3j 44 49 61 61 CD cord-328181-b2o05j3j 44 50 ] ] -RRB- cord-328181-b2o05j3j 44 51 , , , cord-328181-b2o05j3j 44 52 and and CC cord-328181-b2o05j3j 44 53 variations variation NNS cord-328181-b2o05j3j 44 54 in in IN cord-328181-b2o05j3j 44 55 testing test VBG cord-328181-b2o05j3j 44 56 rates rate NNS cord-328181-b2o05j3j 44 57 and and CC cord-328181-b2o05j3j 44 58 disease disease NN cord-328181-b2o05j3j 44 59 reporting reporting NN cord-328181-b2o05j3j 44 60 accuracy accuracy NN cord-328181-b2o05j3j 44 61 and and CC cord-328181-b2o05j3j 44 62 criteria criterion NNS cord-328181-b2o05j3j 44 63 [ [ -LRB- cord-328181-b2o05j3j 44 64 60 60 CD cord-328181-b2o05j3j 44 65 ] ] -RRB- cord-328181-b2o05j3j 44 66 . . . cord-328181-b2o05j3j 45 1 Also also RB cord-328181-b2o05j3j 45 2 , , , cord-328181-b2o05j3j 45 3 there there EX cord-328181-b2o05j3j 45 4 is be VBZ cord-328181-b2o05j3j 45 5 an an DT cord-328181-b2o05j3j 45 6 element element NN cord-328181-b2o05j3j 45 7 of of IN cord-328181-b2o05j3j 45 8 pure pure JJ cord-328181-b2o05j3j 45 9 chance chance NN cord-328181-b2o05j3j 45 10 -whether -whether : cord-328181-b2o05j3j 45 11 or or CC cord-328181-b2o05j3j 45 12 not not RB cord-328181-b2o05j3j 45 13 a a DT cord-328181-b2o05j3j 45 14 particular particular JJ cord-328181-b2o05j3j 45 15 community community NN cord-328181-b2o05j3j 45 16 was be VBD cord-328181-b2o05j3j 45 17 " " `` cord-328181-b2o05j3j 45 18 seeded seed VBN cord-328181-b2o05j3j 45 19 " " '' cord-328181-b2o05j3j 45 20 with with IN cord-328181-b2o05j3j 45 21 infectious infectious JJ cord-328181-b2o05j3j 45 22 individuals individual NNS cord-328181-b2o05j3j 45 23 , , , cord-328181-b2o05j3j 45 24 and and CC cord-328181-b2o05j3j 45 25 how how WRB cord-328181-b2o05j3j 45 26 many many JJ cord-328181-b2o05j3j 45 27 . . . cord-328181-b2o05j3j 46 1 Dimensions dimension NNS cord-328181-b2o05j3j 46 2 of of IN cord-328181-b2o05j3j 46 3 divergence divergence NN cord-328181-b2o05j3j 46 4 are be VBP cord-328181-b2o05j3j 46 5 in in IN cord-328181-b2o05j3j 46 6 some some DT cord-328181-b2o05j3j 46 7 ways way NNS cord-328181-b2o05j3j 46 8 clear clear JJ cord-328181-b2o05j3j 46 9 , , , cord-328181-b2o05j3j 46 10 and and CC cord-328181-b2o05j3j 46 11 in in IN cord-328181-b2o05j3j 46 12 some some DT cord-328181-b2o05j3j 46 13 ways way NNS cord-328181-b2o05j3j 46 14 complicated complicate VBN cord-328181-b2o05j3j 46 15 . . . cord-328181-b2o05j3j 47 1 The the DT cord-328181-b2o05j3j 47 2 clearest clear JJS cord-328181-b2o05j3j 47 3 divergence divergence NN cord-328181-b2o05j3j 47 4 is be VBZ cord-328181-b2o05j3j 47 5 between between IN cord-328181-b2o05j3j 47 6 the the DT cord-328181-b2o05j3j 47 7 imperative imperative NN cord-328181-b2o05j3j 47 8 to to TO cord-328181-b2o05j3j 47 9 save save VB cord-328181-b2o05j3j 47 10 lives life NNS cord-328181-b2o05j3j 47 11 by by IN cord-328181-b2o05j3j 47 12 social social JJ cord-328181-b2o05j3j 47 13 distancing distancing NN cord-328181-b2o05j3j 47 14 and and CC cord-328181-b2o05j3j 47 15 the the DT cord-328181-b2o05j3j 47 16 costs cost NNS cord-328181-b2o05j3j 47 17 of of IN cord-328181-b2o05j3j 47 18 social social JJ cord-328181-b2o05j3j 47 19 distancing distancing NN cord-328181-b2o05j3j 47 20 to to IN cord-328181-b2o05j3j 47 21 the the DT cord-328181-b2o05j3j 47 22 community community NN cord-328181-b2o05j3j 47 23 - - : cord-328181-b2o05j3j 47 24 both both DT cord-328181-b2o05j3j 47 25 economic economic JJ cord-328181-b2o05j3j 47 26 costs cost NNS cord-328181-b2o05j3j 47 27 [ [ -LRB- cord-328181-b2o05j3j 47 28 15 15 CD cord-328181-b2o05j3j 47 29 , , , cord-328181-b2o05j3j 47 30 110 110 CD cord-328181-b2o05j3j 47 31 ] ] -RRB- cord-328181-b2o05j3j 47 32 and and CC cord-328181-b2o05j3j 47 33 also also RB cord-328181-b2o05j3j 47 34 costs cost VBZ cord-328181-b2o05j3j 47 35 that that WDT cord-328181-b2o05j3j 47 36 are be VBP cord-328181-b2o05j3j 47 37 less less RBR cord-328181-b2o05j3j 47 38 tangible tangible JJ cord-328181-b2o05j3j 47 39 due due IN cord-328181-b2o05j3j 47 40 to to IN cord-328181-b2o05j3j 47 41 how how WRB cord-328181-b2o05j3j 47 42 wealth wealth NN cord-328181-b2o05j3j 47 43 moves move NNS cord-328181-b2o05j3j 47 44 across across IN cord-328181-b2o05j3j 47 45 the the DT cord-328181-b2o05j3j 47 46 global global JJ cord-328181-b2o05j3j 47 47 economy economy NN cord-328181-b2o05j3j 47 48 [ [ -LRB- cord-328181-b2o05j3j 47 49 79 79 CD cord-328181-b2o05j3j 47 50 ] ] -RRB- cord-328181-b2o05j3j 47 51 . . . cord-328181-b2o05j3j 48 1 Early early RB cord-328181-b2o05j3j 48 2 on on RB cord-328181-b2o05j3j 48 3 in in IN cord-328181-b2o05j3j 48 4 this this DT cord-328181-b2o05j3j 48 5 crisis crisis NN cord-328181-b2o05j3j 48 6 most most JJS cord-328181-b2o05j3j 48 7 of of IN cord-328181-b2o05j3j 48 8 the the DT cord-328181-b2o05j3j 48 9 world world NN cord-328181-b2o05j3j 48 10 appears appear VBZ cord-328181-b2o05j3j 48 11 to to TO cord-328181-b2o05j3j 48 12 have have VB cord-328181-b2o05j3j 48 13 made make VBN cord-328181-b2o05j3j 48 14 the the DT cord-328181-b2o05j3j 48 15 choice choice NN cord-328181-b2o05j3j 48 16 of of IN cord-328181-b2o05j3j 48 17 that that DT cord-328181-b2o05j3j 48 18 we -PRON- PRP cord-328181-b2o05j3j 48 19 would would MD cord-328181-b2o05j3j 48 20 throw throw VB cord-328181-b2o05j3j 48 21 our -PRON- PRP$ cord-328181-b2o05j3j 48 22 economies economy NNS cord-328181-b2o05j3j 48 23 into into IN cord-328181-b2o05j3j 48 24 Depression depression NN cord-328181-b2o05j3j 48 25 [ [ -LRB- cord-328181-b2o05j3j 48 26 12 12 CD cord-328181-b2o05j3j 48 27 ] ] -RRB- cord-328181-b2o05j3j 48 28 and and CC cord-328181-b2o05j3j 48 29 restrict restrict VB cord-328181-b2o05j3j 48 30 many many JJ cord-328181-b2o05j3j 48 31 community community NN cord-328181-b2o05j3j 48 32 activities activity NNS cord-328181-b2o05j3j 48 33 we -PRON- PRP cord-328181-b2o05j3j 48 34 value value VBP cord-328181-b2o05j3j 48 35 [ [ -LRB- cord-328181-b2o05j3j 48 36 40 40 CD cord-328181-b2o05j3j 48 37 , , , cord-328181-b2o05j3j 48 38 97 97 CD cord-328181-b2o05j3j 48 39 ] ] -RRB- cord-328181-b2o05j3j 48 40 in in IN cord-328181-b2o05j3j 48 41 order order NN cord-328181-b2o05j3j 48 42 to to TO cord-328181-b2o05j3j 48 43 save save VB cord-328181-b2o05j3j 48 44 the the DT cord-328181-b2o05j3j 48 45 lives life NNS cord-328181-b2o05j3j 48 46 of of IN cord-328181-b2o05j3j 48 47 the the DT cord-328181-b2o05j3j 48 48 probably probably RB cord-328181-b2o05j3j 48 49 less less JJR cord-328181-b2o05j3j 48 50 than than IN cord-328181-b2o05j3j 48 51 1 1 CD cord-328181-b2o05j3j 48 52 % % NN cord-328181-b2o05j3j 48 53 of of IN cord-328181-b2o05j3j 48 54 the the DT cord-328181-b2o05j3j 48 55 population population NN cord-328181-b2o05j3j 48 56 who who WP cord-328181-b2o05j3j 48 57 would would MD cord-328181-b2o05j3j 48 58 die die VB cord-328181-b2o05j3j 48 59 from from IN cord-328181-b2o05j3j 48 60 infection infection NN cord-328181-b2o05j3j 48 61 should should MD cord-328181-b2o05j3j 48 62 no no DT cord-328181-b2o05j3j 48 63 social social JJ cord-328181-b2o05j3j 48 64 distancing distance VBG cord-328181-b2o05j3j 48 65 constraints constraint NNS cord-328181-b2o05j3j 48 66 be be VB cord-328181-b2o05j3j 48 67 imposed impose VBN cord-328181-b2o05j3j 48 68 . . . cord-328181-b2o05j3j 49 1 At at IN cord-328181-b2o05j3j 49 2 the the DT cord-328181-b2o05j3j 49 3 time time NN cord-328181-b2o05j3j 49 4 of of IN cord-328181-b2o05j3j 49 5 writing writing NN cord-328181-b2o05j3j 49 6 , , , cord-328181-b2o05j3j 49 7 this this DT cord-328181-b2o05j3j 49 8 choice choice NN cord-328181-b2o05j3j 49 9 is be VBZ cord-328181-b2o05j3j 49 10 constantly constantly RB cord-328181-b2o05j3j 49 11 being be VBG cord-328181-b2o05j3j 49 12 reconsidered reconsider VBN cord-328181-b2o05j3j 49 13 , , , cord-328181-b2o05j3j 49 14 or or CC cord-328181-b2o05j3j 49 15 at at IN cord-328181-b2o05j3j 49 16 least least JJS cord-328181-b2o05j3j 49 17 recalibrated recalibrate VBN cord-328181-b2o05j3j 49 18 [ [ -LRB- cord-328181-b2o05j3j 49 19 50 50 CD cord-328181-b2o05j3j 49 20 ] ] -RRB- cord-328181-b2o05j3j 49 21 . . . cord-328181-b2o05j3j 50 1 More More JJR cord-328181-b2o05j3j 50 2 , , , cord-328181-b2o05j3j 50 3 and and CC cord-328181-b2o05j3j 50 4 more more RBR cord-328181-b2o05j3j 50 5 open open JJ cord-328181-b2o05j3j 50 6 discussions discussion NNS cord-328181-b2o05j3j 50 7 are be VBP cord-328181-b2o05j3j 50 8 being be VBG cord-328181-b2o05j3j 50 9 held hold VBN cord-328181-b2o05j3j 50 10 on on IN cord-328181-b2o05j3j 50 11 increasing increase VBG cord-328181-b2o05j3j 50 12 economic economic JJ cord-328181-b2o05j3j 50 13 activity activity NN cord-328181-b2o05j3j 50 14 even even RB cord-328181-b2o05j3j 50 15 at at IN cord-328181-b2o05j3j 50 16 the the DT cord-328181-b2o05j3j 50 17 acknowledged acknowledge VBN cord-328181-b2o05j3j 50 18 cost cost NN cord-328181-b2o05j3j 50 19 of of IN cord-328181-b2o05j3j 50 20 more more JJR cord-328181-b2o05j3j 50 21 infections infection NNS cord-328181-b2o05j3j 50 22 and and CC cord-328181-b2o05j3j 50 23 even even RB cord-328181-b2o05j3j 50 24 deaths death NNS cord-328181-b2o05j3j 50 25 . . . cord-328181-b2o05j3j 51 1 One one CD cord-328181-b2o05j3j 51 2 is be VBZ cord-328181-b2o05j3j 51 3 reminded remind VBN cord-328181-b2o05j3j 51 4 of of IN cord-328181-b2o05j3j 51 5 a a DT cord-328181-b2o05j3j 51 6 famous famous JJ cord-328181-b2o05j3j 51 7 comedy comedy NN cord-328181-b2o05j3j 51 8 routine routine NN cord-328181-b2o05j3j 51 9 when when WRB cord-328181-b2o05j3j 51 10 comedian comedian NN cord-328181-b2o05j3j 51 11 Jack Jack NNP cord-328181-b2o05j3j 51 12 Benny Benny NNP cord-328181-b2o05j3j 51 13 , , , cord-328181-b2o05j3j 51 14 whose whose WP$ cord-328181-b2o05j3j 51 15 comic comic JJ cord-328181-b2o05j3j 51 16 persona persona NN cord-328181-b2o05j3j 51 17 was be VBD cord-328181-b2o05j3j 51 18 as as IN cord-328181-b2o05j3j 51 19 a a DT cord-328181-b2o05j3j 51 20 notorious notorious JJ cord-328181-b2o05j3j 51 21 cheapskate cheapskate NN cord-328181-b2o05j3j 51 22 , , , cord-328181-b2o05j3j 51 23 is be VBZ cord-328181-b2o05j3j 51 24 held hold VBN cord-328181-b2o05j3j 51 25 at at IN cord-328181-b2o05j3j 51 26 gunpoint gunpoint NN cord-328181-b2o05j3j 51 27 by by IN cord-328181-b2o05j3j 51 28 a a DT cord-328181-b2o05j3j 51 29 robber robber NN cord-328181-b2o05j3j 51 30 who who WP cord-328181-b2o05j3j 51 31 demands demand VBZ cord-328181-b2o05j3j 51 32 " " `` cord-328181-b2o05j3j 51 33 Your -PRON- PRP$ cord-328181-b2o05j3j 51 34 money money NN cord-328181-b2o05j3j 51 35 or or CC cord-328181-b2o05j3j 51 36 your -PRON- PRP$ cord-328181-b2o05j3j 51 37 life life NN cord-328181-b2o05j3j 51 38 ! ! . cord-328181-b2o05j3j 51 39 " " '' cord-328181-b2o05j3j 52 1 This this DT cord-328181-b2o05j3j 52 2 is be VBZ cord-328181-b2o05j3j 52 3 followed follow VBN cord-328181-b2o05j3j 52 4 by by IN cord-328181-b2o05j3j 52 5 a a DT cord-328181-b2o05j3j 52 6 long long JJ cord-328181-b2o05j3j 52 7 silence silence NN cord-328181-b2o05j3j 52 8 , , , cord-328181-b2o05j3j 52 9 a a DT cord-328181-b2o05j3j 52 10 repeated repeat VBN cord-328181-b2o05j3j 52 11 demand demand NN cord-328181-b2o05j3j 52 12 , , , cord-328181-b2o05j3j 52 13 and and CC cord-328181-b2o05j3j 52 14 a a DT cord-328181-b2o05j3j 52 15 response response NN cord-328181-b2o05j3j 52 16 by by IN cord-328181-b2o05j3j 52 17 Benny Benny NNP cord-328181-b2o05j3j 52 18 , , , cord-328181-b2o05j3j 52 19 " " `` cord-328181-b2o05j3j 52 20 I -PRON- PRP cord-328181-b2o05j3j 52 21 'm be VBP cord-328181-b2o05j3j 52 22 thinking think VBG cord-328181-b2o05j3j 52 23 ! ! . cord-328181-b2o05j3j 52 24 " " '' cord-328181-b2o05j3j 52 25 . . . cord-328181-b2o05j3j 53 1 It -PRON- PRP cord-328181-b2o05j3j 53 2 seems seem VBZ cord-328181-b2o05j3j 53 3 that that IN cord-328181-b2o05j3j 53 4 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 53 5 has have VBZ cord-328181-b2o05j3j 53 6 the the DT cord-328181-b2o05j3j 53 7 whole whole JJ cord-328181-b2o05j3j 53 8 world world NN cord-328181-b2o05j3j 53 9 thinking think VBG cord-328181-b2o05j3j 53 10 about about IN cord-328181-b2o05j3j 53 11 the the DT cord-328181-b2o05j3j 53 12 trade trade NN cord-328181-b2o05j3j 53 13 - - HYPH cord-328181-b2o05j3j 53 14 offs off NNS cord-328181-b2o05j3j 53 15 between between IN cord-328181-b2o05j3j 53 16 economics economic NNS cord-328181-b2o05j3j 53 17 -and -and : cord-328181-b2o05j3j 53 18 other other JJ cord-328181-b2o05j3j 53 19 aspects aspect NNS cord-328181-b2o05j3j 53 20 of of IN cord-328181-b2o05j3j 53 21 community community NN cord-328181-b2o05j3j 53 22 life life NN cord-328181-b2o05j3j 53 23 - - , cord-328181-b2o05j3j 53 24 and and CC cord-328181-b2o05j3j 53 25 lives life NNS cord-328181-b2o05j3j 53 26 . . . cord-328181-b2o05j3j 54 1 With with IN cord-328181-b2o05j3j 54 2 respect respect NN cord-328181-b2o05j3j 54 3 to to IN cord-328181-b2o05j3j 54 4 divergence divergence NN cord-328181-b2o05j3j 54 5 , , , cord-328181-b2o05j3j 54 6 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 54 7 seems seem VBZ cord-328181-b2o05j3j 54 8 as as RB cord-328181-b2o05j3j 54 9 wicked wicked JJ cord-328181-b2o05j3j 54 10 as as IN cord-328181-b2o05j3j 54 11 possible possible JJ cord-328181-b2o05j3j 54 12 . . . cord-328181-b2o05j3j 55 1 The the DT cord-328181-b2o05j3j 55 2 economic economic JJ cord-328181-b2o05j3j 55 3 dimensions dimension NNS cord-328181-b2o05j3j 55 4 of of IN cord-328181-b2o05j3j 55 5 community community NN cord-328181-b2o05j3j 55 6 life life NN cord-328181-b2o05j3j 55 7 can can MD cord-328181-b2o05j3j 55 8 be be VB cord-328181-b2o05j3j 55 9 measured measure VBN cord-328181-b2o05j3j 55 10 in in IN cord-328181-b2o05j3j 55 11 dollars dollar NNS cord-328181-b2o05j3j 55 12 . . . cord-328181-b2o05j3j 56 1 The the DT cord-328181-b2o05j3j 56 2 many many JJ cord-328181-b2o05j3j 56 3 other other JJ cord-328181-b2o05j3j 56 4 dimensions dimension NNS cord-328181-b2o05j3j 56 5 have have VBP cord-328181-b2o05j3j 56 6 no no DT cord-328181-b2o05j3j 56 7 common common JJ cord-328181-b2o05j3j 56 8 units unit NNS cord-328181-b2o05j3j 56 9 of of IN cord-328181-b2o05j3j 56 10 measurement measurement NN cord-328181-b2o05j3j 56 11 , , , cord-328181-b2o05j3j 56 12 so so RB cord-328181-b2o05j3j 56 13 their -PRON- PRP$ cord-328181-b2o05j3j 56 14 relative relative JJ cord-328181-b2o05j3j 56 15 value value NN cord-328181-b2o05j3j 56 16 is be VBZ cord-328181-b2o05j3j 56 17 literally literally RB cord-328181-b2o05j3j 56 18 incalculable incalculable JJ cord-328181-b2o05j3j 56 19 . . . cord-328181-b2o05j3j 57 1 And and CC cord-328181-b2o05j3j 57 2 yet yet RB cord-328181-b2o05j3j 57 3 we -PRON- PRP cord-328181-b2o05j3j 57 4 are be VBP cord-328181-b2o05j3j 57 5 forced force VBN cord-328181-b2o05j3j 57 6 to to TO cord-328181-b2o05j3j 57 7 decide decide VB cord-328181-b2o05j3j 57 8 about about IN cord-328181-b2o05j3j 57 9 what what WP cord-328181-b2o05j3j 57 10 to to TO cord-328181-b2o05j3j 57 11 value value VB cord-328181-b2o05j3j 57 12 . . . cord-328181-b2o05j3j 58 1 Another another DT cord-328181-b2o05j3j 58 2 way way NN cord-328181-b2o05j3j 58 3 to to TO cord-328181-b2o05j3j 58 4 look look VB cord-328181-b2o05j3j 58 5 at at IN cord-328181-b2o05j3j 58 6 a a DT cord-328181-b2o05j3j 58 7 wicked wicked JJ cord-328181-b2o05j3j 58 8 policy policy NN cord-328181-b2o05j3j 58 9 problem problem NN cord-328181-b2o05j3j 58 10 is be VBZ cord-328181-b2o05j3j 58 11 a a DT cord-328181-b2o05j3j 58 12 one one CD cord-328181-b2o05j3j 58 13 where where WRB cord-328181-b2o05j3j 58 14 the the DT cord-328181-b2o05j3j 58 15 space space NN cord-328181-b2o05j3j 58 16 of of IN cord-328181-b2o05j3j 58 17 potential potential JJ cord-328181-b2o05j3j 58 18 solution solution NN cord-328181-b2o05j3j 58 19 alternatives alternative NNS cord-328181-b2o05j3j 58 20 contains contain VBZ cord-328181-b2o05j3j 58 21 far far RB cord-328181-b2o05j3j 58 22 more more JJR cord-328181-b2o05j3j 58 23 social social JJ cord-328181-b2o05j3j 58 24 dilemmas dilemma NNS cord-328181-b2o05j3j 58 25 than than IN cord-328181-b2o05j3j 58 26 solutions solution NNS cord-328181-b2o05j3j 58 27 . . . cord-328181-b2o05j3j 59 1 We -PRON- PRP cord-328181-b2o05j3j 59 2 may may MD cord-328181-b2o05j3j 59 3 thus thus RB cord-328181-b2o05j3j 59 4 define define VB cord-328181-b2o05j3j 59 5 a a DT cord-328181-b2o05j3j 59 6 social social JJ cord-328181-b2o05j3j 59 7 dilemma dilemma NN cord-328181-b2o05j3j 59 8 is be VBZ cord-328181-b2o05j3j 59 9 a a DT cord-328181-b2o05j3j 59 10 situation situation NN cord-328181-b2o05j3j 59 11 where where WRB cord-328181-b2o05j3j 59 12 multiple multiple JJ cord-328181-b2o05j3j 59 13 agents agent NNS cord-328181-b2o05j3j 59 14 have have VBP cord-328181-b2o05j3j 59 15 ( ( -LRB- cord-328181-b2o05j3j 59 16 explicit explicit JJ cord-328181-b2o05j3j 59 17 or or CC cord-328181-b2o05j3j 59 18 implicit implicit JJ cord-328181-b2o05j3j 59 19 ) ) -RRB- cord-328181-b2o05j3j 59 20 stakes stake NNS cord-328181-b2o05j3j 59 21 in in IN cord-328181-b2o05j3j 59 22 the the DT cord-328181-b2o05j3j 59 23 resolution resolution NN cord-328181-b2o05j3j 59 24 of of IN cord-328181-b2o05j3j 59 25 a a DT cord-328181-b2o05j3j 59 26 problem problem NN cord-328181-b2o05j3j 59 27 , , , cord-328181-b2o05j3j 59 28 stakes stake NNS cord-328181-b2o05j3j 59 29 are be VBP cord-328181-b2o05j3j 59 30 tied tie VBN cord-328181-b2o05j3j 59 31 to to IN cord-328181-b2o05j3j 59 32 multiple multiple JJ cord-328181-b2o05j3j 59 33 value value NN cord-328181-b2o05j3j 59 34 systems system NNS cord-328181-b2o05j3j 59 35 ( ( -LRB- cord-328181-b2o05j3j 59 36 and and CC cord-328181-b2o05j3j 59 37 not not RB cord-328181-b2o05j3j 59 38 just just RB cord-328181-b2o05j3j 59 39 shared share VBN cord-328181-b2o05j3j 59 40 , , , cord-328181-b2o05j3j 59 41 " " `` cord-328181-b2o05j3j 59 42 objective objective JJ cord-328181-b2o05j3j 59 43 " " '' cord-328181-b2o05j3j 59 44 technical technical JJ cord-328181-b2o05j3j 59 45 considerations consideration NNS cord-328181-b2o05j3j 59 46 for for IN cord-328181-b2o05j3j 59 47 example example NN cord-328181-b2o05j3j 59 48 ) ) -RRB- cord-328181-b2o05j3j 59 49 , , , cord-328181-b2o05j3j 59 50 and and CC cord-328181-b2o05j3j 59 51 a a DT cord-328181-b2o05j3j 59 52 proposed propose VBN cord-328181-b2o05j3j 59 53 solution solution NN cord-328181-b2o05j3j 59 54 contains contain VBZ cord-328181-b2o05j3j 59 55 value value NN cord-328181-b2o05j3j 59 56 contradictions contradiction NNS cord-328181-b2o05j3j 59 57 that that WDT cord-328181-b2o05j3j 59 58 get get VBP cord-328181-b2o05j3j 59 59 translated translate VBN cord-328181-b2o05j3j 59 60 to to IN cord-328181-b2o05j3j 59 61 unacceptable unacceptable JJ cord-328181-b2o05j3j 59 62 potential potential JJ cord-328181-b2o05j3j 59 63 losses loss NNS cord-328181-b2o05j3j 59 64 were be VBD cord-328181-b2o05j3j 59 65 that that DT cord-328181-b2o05j3j 59 66 solution solution NN cord-328181-b2o05j3j 59 67 to to TO cord-328181-b2o05j3j 59 68 materialize materialize VB cord-328181-b2o05j3j 59 69 ; ; : cord-328181-b2o05j3j 59 70 at at IN cord-328181-b2o05j3j 59 71 the the DT cord-328181-b2o05j3j 59 72 same same JJ cord-328181-b2o05j3j 59 73 time time NN cord-328181-b2o05j3j 59 74 , , , cord-328181-b2o05j3j 59 75 the the DT cord-328181-b2o05j3j 59 76 social social JJ cord-328181-b2o05j3j 59 77 dilemma dilemma NN cord-328181-b2o05j3j 59 78 also also RB cord-328181-b2o05j3j 59 79 provides provide VBZ cord-328181-b2o05j3j 59 80 consequences consequence NNS cord-328181-b2o05j3j 59 81 if if IN cord-328181-b2o05j3j 59 82 a a DT cord-328181-b2o05j3j 59 83 solution solution NN cord-328181-b2o05j3j 59 84 fails fail VBZ cord-328181-b2o05j3j 59 85 to to TO cord-328181-b2o05j3j 59 86 appear appear VB cord-328181-b2o05j3j 59 87 .Conversely .Conversely NNP cord-328181-b2o05j3j 59 88 , , , cord-328181-b2o05j3j 59 89 a a DT cord-328181-b2o05j3j 59 90 perfect perfect JJ cord-328181-b2o05j3j 59 91 solution solution NN cord-328181-b2o05j3j 59 92 to to IN cord-328181-b2o05j3j 59 93 a a DT cord-328181-b2o05j3j 59 94 wicked wicked JJ cord-328181-b2o05j3j 59 95 problem problem NN cord-328181-b2o05j3j 59 96 is be VBZ cord-328181-b2o05j3j 59 97 a a DT cord-328181-b2o05j3j 59 98 point point NN cord-328181-b2o05j3j 59 99 of of IN cord-328181-b2o05j3j 59 100 total total JJ cord-328181-b2o05j3j 59 101 satisfaction satisfaction NN cord-328181-b2o05j3j 59 102 of of IN cord-328181-b2o05j3j 59 103 constraints constraint NNS cord-328181-b2o05j3j 59 104 at at IN cord-328181-b2o05j3j 59 105 all all DT cord-328181-b2o05j3j 59 106 levels level NNS cord-328181-b2o05j3j 59 107 of of IN cord-328181-b2o05j3j 59 108 representation representation NN cord-328181-b2o05j3j 59 109 of of IN cord-328181-b2o05j3j 59 110 the the DT cord-328181-b2o05j3j 59 111 problem problem NN cord-328181-b2o05j3j 59 112 . . . cord-328181-b2o05j3j 60 1 This this DT cord-328181-b2o05j3j 60 2 is be VBZ cord-328181-b2o05j3j 60 3 , , , cord-328181-b2o05j3j 60 4 of of IN cord-328181-b2o05j3j 60 5 course course NN cord-328181-b2o05j3j 60 6 , , , cord-328181-b2o05j3j 60 7 an an DT cord-328181-b2o05j3j 60 8 idealization idealization NN cord-328181-b2o05j3j 60 9 ; ; : cord-328181-b2o05j3j 60 10 in in IN cord-328181-b2o05j3j 60 11 practice practice NN cord-328181-b2o05j3j 60 12 some some DT cord-328181-b2o05j3j 60 13 constraints constraint NNS cord-328181-b2o05j3j 60 14 must must MD cord-328181-b2o05j3j 60 15 be be VB cord-328181-b2o05j3j 60 16 eliminated eliminate VBN cord-328181-b2o05j3j 60 17 , , , cord-328181-b2o05j3j 60 18 relaxed relaxed JJ cord-328181-b2o05j3j 60 19 or or CC cord-328181-b2o05j3j 60 20 ignored ignore VBN cord-328181-b2o05j3j 60 21 to to TO cord-328181-b2o05j3j 60 22 find find VB cord-328181-b2o05j3j 60 23 a a DT cord-328181-b2o05j3j 60 24 collective collective JJ cord-328181-b2o05j3j 60 25 solution solution NN cord-328181-b2o05j3j 60 26 . . . cord-328181-b2o05j3j 61 1 In in IN cord-328181-b2o05j3j 61 2 summary summary NN cord-328181-b2o05j3j 61 3 , , , cord-328181-b2o05j3j 61 4 a a DT cord-328181-b2o05j3j 61 5 social social JJ cord-328181-b2o05j3j 61 6 problem problem NN cord-328181-b2o05j3j 61 7 is be VBZ cord-328181-b2o05j3j 61 8 wicked wicked JJ cord-328181-b2o05j3j 61 9 if if IN cord-328181-b2o05j3j 61 10 the the DT cord-328181-b2o05j3j 61 11 density density NN cord-328181-b2o05j3j 61 12 of of IN cord-328181-b2o05j3j 61 13 true true JJ cord-328181-b2o05j3j 61 14 solutions solution NNS cord-328181-b2o05j3j 61 15 is be VBZ cord-328181-b2o05j3j 61 16 low low JJ cord-328181-b2o05j3j 61 17 in in IN cord-328181-b2o05j3j 61 18 the the DT cord-328181-b2o05j3j 61 19 space space NN cord-328181-b2o05j3j 61 20 of of IN cord-328181-b2o05j3j 61 21 all all DT cord-328181-b2o05j3j 61 22 solution solution NN cord-328181-b2o05j3j 61 23 alternatives alternative NNS cord-328181-b2o05j3j 61 24 and and CC cord-328181-b2o05j3j 61 25 the the DT cord-328181-b2o05j3j 61 26 search search NN cord-328181-b2o05j3j 61 27 for for IN cord-328181-b2o05j3j 61 28 them -PRON- PRP cord-328181-b2o05j3j 61 29 can can MD cord-328181-b2o05j3j 61 30 be be VB cord-328181-b2o05j3j 61 31 described describe VBN cord-328181-b2o05j3j 61 32 as as IN cord-328181-b2o05j3j 61 33 unstructured unstructured JJ cord-328181-b2o05j3j 61 34 or or CC cord-328181-b2o05j3j 61 35 even even RB cord-328181-b2o05j3j 61 36 counter counter RB cord-328181-b2o05j3j 61 37 - - JJ cord-328181-b2o05j3j 61 38 incentivized incentivize VBN cord-328181-b2o05j3j 61 39 at at IN cord-328181-b2o05j3j 61 40 best good JJS cord-328181-b2o05j3j 61 41 . . . cord-328181-b2o05j3j 62 1 Thus thus RB cord-328181-b2o05j3j 62 2 , , , cord-328181-b2o05j3j 62 3 the the DT cord-328181-b2o05j3j 62 4 final final JJ cord-328181-b2o05j3j 62 5 element element NN cord-328181-b2o05j3j 62 6 of of IN cord-328181-b2o05j3j 62 7 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 62 8 as as IN cord-328181-b2o05j3j 62 9 a a DT cord-328181-b2o05j3j 62 10 truly truly RB cord-328181-b2o05j3j 62 11 wicked wicked JJ cord-328181-b2o05j3j 62 12 problem problem NN cord-328181-b2o05j3j 62 13 is be VBZ cord-328181-b2o05j3j 62 14 that that IN cord-328181-b2o05j3j 62 15 , , , cord-328181-b2o05j3j 62 16 although although IN cord-328181-b2o05j3j 62 17 it -PRON- PRP cord-328181-b2o05j3j 62 18 is be VBZ cord-328181-b2o05j3j 62 19 insoluble insoluble JJ cord-328181-b2o05j3j 62 20 , , , cord-328181-b2o05j3j 62 21 we -PRON- PRP cord-328181-b2o05j3j 62 22 must must MD cord-328181-b2o05j3j 62 23 make make VB cord-328181-b2o05j3j 62 24 our -PRON- PRP$ cord-328181-b2o05j3j 62 25 best good JJS cord-328181-b2o05j3j 62 26 effort effort NN cord-328181-b2o05j3j 62 27 to to TO cord-328181-b2o05j3j 62 28 solve solve VB cord-328181-b2o05j3j 62 29 it -PRON- PRP cord-328181-b2o05j3j 62 30 . . . cord-328181-b2o05j3j 63 1 The the DT cord-328181-b2o05j3j 63 2 consequences consequence NNS cord-328181-b2o05j3j 63 3 of of IN cord-328181-b2o05j3j 63 4 not not RB cord-328181-b2o05j3j 63 5 trying try VBG cord-328181-b2o05j3j 63 6 to to TO cord-328181-b2o05j3j 63 7 solve solve VB cord-328181-b2o05j3j 63 8 this this DT cord-328181-b2o05j3j 63 9 intractable intractable JJ cord-328181-b2o05j3j 63 10 problem problem NN cord-328181-b2o05j3j 63 11 , , , cord-328181-b2o05j3j 63 12 of of IN cord-328181-b2o05j3j 63 13 simply simply RB cord-328181-b2o05j3j 63 14 guessing guess VBG cord-328181-b2o05j3j 63 15 at at IN cord-328181-b2o05j3j 63 16 answers answer NNS cord-328181-b2o05j3j 63 17 guided guide VBN cord-328181-b2o05j3j 63 18 only only RB cord-328181-b2o05j3j 63 19 by by IN cord-328181-b2o05j3j 63 20 intuition intuition NN cord-328181-b2o05j3j 63 21 , , , cord-328181-b2o05j3j 63 22 are be VBP cord-328181-b2o05j3j 63 23 far far RB cord-328181-b2o05j3j 63 24 worse bad JJR cord-328181-b2o05j3j 63 25 than than IN cord-328181-b2o05j3j 63 26 the the DT cord-328181-b2o05j3j 63 27 consequences consequence NNS cord-328181-b2o05j3j 63 28 of of IN cord-328181-b2o05j3j 63 29 being be VBG cord-328181-b2o05j3j 63 30 guided guide VBN cord-328181-b2o05j3j 63 31 by by IN cord-328181-b2o05j3j 63 32 imperfect imperfect JJ cord-328181-b2o05j3j 63 33 models model NNS cord-328181-b2o05j3j 63 34 . . . cord-328181-b2o05j3j 64 1 3 3 LS cord-328181-b2o05j3j 65 1 Building build VBG cord-328181-b2o05j3j 65 2 a a DT cord-328181-b2o05j3j 65 3 multi multi JJ cord-328181-b2o05j3j 65 4 - - JJ cord-328181-b2o05j3j 65 5 objective objective JJ cord-328181-b2o05j3j 65 6 model model NN cord-328181-b2o05j3j 65 7 for for IN cord-328181-b2o05j3j 65 8 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 65 9 : : : cord-328181-b2o05j3j 65 10 the the DT cord-328181-b2o05j3j 65 11 agent agent NN cord-328181-b2o05j3j 65 12 - - HYPH cord-328181-b2o05j3j 65 13 based base VBN cord-328181-b2o05j3j 65 14 route route NN cord-328181-b2o05j3j 65 15 Based base VBN cord-328181-b2o05j3j 65 16 on on IN cord-328181-b2o05j3j 65 17 the the DT cord-328181-b2o05j3j 65 18 discussion discussion NN cord-328181-b2o05j3j 65 19 above above RB cord-328181-b2o05j3j 65 20 , , , cord-328181-b2o05j3j 65 21 our -PRON- PRP$ cord-328181-b2o05j3j 65 22 current current JJ cord-328181-b2o05j3j 65 23 research research NN cord-328181-b2o05j3j 65 24 efforts effort NNS cord-328181-b2o05j3j 65 25 have have VBP cord-328181-b2o05j3j 65 26 focused focus VBN cord-328181-b2o05j3j 65 27 on on IN cord-328181-b2o05j3j 65 28 the the DT cord-328181-b2o05j3j 65 29 development development NN cord-328181-b2o05j3j 65 30 of of IN cord-328181-b2o05j3j 65 31 an an DT cord-328181-b2o05j3j 65 32 integrated integrated JJ cord-328181-b2o05j3j 65 33 simulation simulation NN cord-328181-b2o05j3j 65 34 model model NN cord-328181-b2o05j3j 65 35 capable capable JJ cord-328181-b2o05j3j 65 36 of of IN cord-328181-b2o05j3j 65 37 a a DT cord-328181-b2o05j3j 65 38 ) ) -RRB- cord-328181-b2o05j3j 65 39 accurately accurately RB cord-328181-b2o05j3j 65 40 reflecting reflect VBG cord-328181-b2o05j3j 65 41 known know VBN cord-328181-b2o05j3j 65 42 dynamics dynamic NNS cord-328181-b2o05j3j 65 43 of of IN cord-328181-b2o05j3j 65 44 the the DT cord-328181-b2o05j3j 65 45 current current JJ cord-328181-b2o05j3j 65 46 pandemic pandemic NN cord-328181-b2o05j3j 65 47 and and CC cord-328181-b2o05j3j 65 48 the the DT cord-328181-b2o05j3j 65 49 qualitative qualitative JJ cord-328181-b2o05j3j 65 50 results result NNS cord-328181-b2o05j3j 65 51 of of IN cord-328181-b2o05j3j 65 52 other other JJ cord-328181-b2o05j3j 65 53 models model NNS cord-328181-b2o05j3j 65 54 , , , cord-328181-b2o05j3j 65 55 b b LS cord-328181-b2o05j3j 65 56 ) ) -RRB- cord-328181-b2o05j3j 65 57 simulating simulate VBG cord-328181-b2o05j3j 65 58 data data NN cord-328181-b2o05j3j 65 59 - - HYPH cord-328181-b2o05j3j 65 60 driven drive VBN cord-328181-b2o05j3j 65 61 stochastic stochastic JJ cord-328181-b2o05j3j 65 62 heterogeneity heterogeneity NN cord-328181-b2o05j3j 65 63 across across IN cord-328181-b2o05j3j 65 64 agent agent NN cord-328181-b2o05j3j 65 65 populations population NNS cord-328181-b2o05j3j 65 66 to to TO cord-328181-b2o05j3j 65 67 more more RBR cord-328181-b2o05j3j 65 68 realistically realistically RB cord-328181-b2o05j3j 65 69 reflect reflect VB cord-328181-b2o05j3j 65 70 the the DT cord-328181-b2o05j3j 65 71 variability variability NN cord-328181-b2o05j3j 65 72 of of IN cord-328181-b2o05j3j 65 73 underlying underlie VBG cord-328181-b2o05j3j 65 74 human human JJ cord-328181-b2o05j3j 65 75 populations population NNS cord-328181-b2o05j3j 65 76 when when WRB cord-328181-b2o05j3j 65 77 the the DT cord-328181-b2o05j3j 65 78 model model NN cord-328181-b2o05j3j 65 79 is be VBZ cord-328181-b2o05j3j 65 80 applied apply VBN cord-328181-b2o05j3j 65 81 , , , cord-328181-b2o05j3j 65 82 c c LS cord-328181-b2o05j3j 65 83 ) ) -RRB- cord-328181-b2o05j3j 65 84 integrating integrate VBG cord-328181-b2o05j3j 65 85 economic economic JJ cord-328181-b2o05j3j 65 86 considerations consideration NNS cord-328181-b2o05j3j 65 87 in in IN cord-328181-b2o05j3j 65 88 association association NN cord-328181-b2o05j3j 65 89 with with IN cord-328181-b2o05j3j 65 90 observable observable JJ cord-328181-b2o05j3j 65 91 features feature NNS cord-328181-b2o05j3j 65 92 of of IN cord-328181-b2o05j3j 65 93 the the DT cord-328181-b2o05j3j 65 94 pandemic pandemic NN cord-328181-b2o05j3j 65 95 , , , cord-328181-b2o05j3j 65 96 d d LS cord-328181-b2o05j3j 65 97 ) ) -RRB- cord-328181-b2o05j3j 65 98 allowing allow VBG cord-328181-b2o05j3j 65 99 detailed detailed JJ cord-328181-b2o05j3j 65 100 simulation simulation NN cord-328181-b2o05j3j 65 101 of of IN cord-328181-b2o05j3j 65 102 known know VBN cord-328181-b2o05j3j 65 103 public public JJ cord-328181-b2o05j3j 65 104 policy policy NN cord-328181-b2o05j3j 65 105 measures measure NNS cord-328181-b2o05j3j 65 106 at at IN cord-328181-b2o05j3j 65 107 different different JJ cord-328181-b2o05j3j 65 108 times time NNS cord-328181-b2o05j3j 65 109 , , , cord-328181-b2o05j3j 65 110 intensities intensity NNS cord-328181-b2o05j3j 65 111 and and CC cord-328181-b2o05j3j 65 112 dates date NNS cord-328181-b2o05j3j 65 113 , , , cord-328181-b2o05j3j 65 114 and and CC cord-328181-b2o05j3j 65 115 e e LS cord-328181-b2o05j3j 65 116 ) ) -RRB- cord-328181-b2o05j3j 65 117 providing provide VBG cord-328181-b2o05j3j 65 118 a a DT cord-328181-b2o05j3j 65 119 simple simple JJ cord-328181-b2o05j3j 65 120 interface interface NN cord-328181-b2o05j3j 65 121 for for IN cord-328181-b2o05j3j 65 122 non non JJ cord-328181-b2o05j3j 65 123 - - JJ cord-328181-b2o05j3j 65 124 expert expert JJ cord-328181-b2o05j3j 65 125 users user NNS cord-328181-b2o05j3j 65 126 to to TO cord-328181-b2o05j3j 65 127 configure configure VB cord-328181-b2o05j3j 65 128 and and CC cord-328181-b2o05j3j 65 129 interpret interpret VB cord-328181-b2o05j3j 65 130 . . . cord-328181-b2o05j3j 66 1 In in IN cord-328181-b2o05j3j 66 2 relation relation NN cord-328181-b2o05j3j 66 3 to to IN cord-328181-b2o05j3j 66 4 the the DT cord-328181-b2o05j3j 66 5 latter latter JJ cord-328181-b2o05j3j 66 6 point point NN cord-328181-b2o05j3j 66 7 ( ( -LRB- cord-328181-b2o05j3j 66 8 e e LS cord-328181-b2o05j3j 66 9 ) ) -RRB- cord-328181-b2o05j3j 66 10 , , , cord-328181-b2o05j3j 66 11 we -PRON- PRP cord-328181-b2o05j3j 66 12 envision envision VBP cord-328181-b2o05j3j 66 13 assisting assist VBG cord-328181-b2o05j3j 66 14 the the DT cord-328181-b2o05j3j 66 15 decision decision NN cord-328181-b2o05j3j 66 16 - - HYPH cord-328181-b2o05j3j 66 17 making make VBG cord-328181-b2o05j3j 66 18 process process NN cord-328181-b2o05j3j 66 19 in in IN cord-328181-b2o05j3j 66 20 two two CD cord-328181-b2o05j3j 66 21 steps step NNS cord-328181-b2o05j3j 66 22 : : : cord-328181-b2o05j3j 66 23 first first RB cord-328181-b2o05j3j 66 24 by by IN cord-328181-b2o05j3j 66 25 providing provide VBG cord-328181-b2o05j3j 66 26 some some DT cord-328181-b2o05j3j 66 27 metaphor metaphor NN cord-328181-b2o05j3j 66 28 or or CC cord-328181-b2o05j3j 66 29 visual visual JJ cord-328181-b2o05j3j 66 30 proxy proxy NN cord-328181-b2o05j3j 66 31 for for IN cord-328181-b2o05j3j 66 32 users user NNS cord-328181-b2o05j3j 66 33 to to TO cord-328181-b2o05j3j 66 34 construct construct VB cord-328181-b2o05j3j 66 35 intuitions intuition NNS cord-328181-b2o05j3j 66 36 by by IN cord-328181-b2o05j3j 66 37 running run VBG cord-328181-b2o05j3j 66 38 specific specific JJ cord-328181-b2o05j3j 66 39 scenarios scenario NNS cord-328181-b2o05j3j 66 40 , , , cord-328181-b2o05j3j 66 41 and and CC cord-328181-b2o05j3j 66 42 then then RB cord-328181-b2o05j3j 66 43 by by IN cord-328181-b2o05j3j 66 44 translating translate VBG cord-328181-b2o05j3j 66 45 some some DT cord-328181-b2o05j3j 66 46 of of IN cord-328181-b2o05j3j 66 47 these these DT cord-328181-b2o05j3j 66 48 intuitions intuition NNS cord-328181-b2o05j3j 66 49 into into IN cord-328181-b2o05j3j 66 50 fullyfledged fullyfledge VBN cord-328181-b2o05j3j 66 51 computing computing NN cord-328181-b2o05j3j 66 52 and and CC cord-328181-b2o05j3j 66 53 analysis analysis NN cord-328181-b2o05j3j 66 54 tasks task NNS cord-328181-b2o05j3j 66 55 . . . cord-328181-b2o05j3j 67 1 Succinctly succinctly RB cord-328181-b2o05j3j 67 2 , , , cord-328181-b2o05j3j 67 3 we -PRON- PRP cord-328181-b2o05j3j 67 4 wish wish VBP cord-328181-b2o05j3j 67 5 to to TO cord-328181-b2o05j3j 67 6 facilitate facilitate VB cord-328181-b2o05j3j 67 7 decision decision NN cord-328181-b2o05j3j 67 8 making make VBG cord-328181-b2o05j3j 67 9 processes process NNS cord-328181-b2o05j3j 67 10 that that WDT cord-328181-b2o05j3j 67 11 are be VBP cord-328181-b2o05j3j 67 12 both both DT cord-328181-b2o05j3j 67 13 robust robust JJ cord-328181-b2o05j3j 67 14 and and CC cord-328181-b2o05j3j 67 15 adaptive adaptive JJ cord-328181-b2o05j3j 67 16 [ [ -LRB- cord-328181-b2o05j3j 67 17 66 66 CD cord-328181-b2o05j3j 67 18 ] ] -RRB- cord-328181-b2o05j3j 67 19 while while IN cord-328181-b2o05j3j 67 20 helping help VBG cord-328181-b2o05j3j 67 21 decision decision NN cord-328181-b2o05j3j 67 22 makers maker NNS cord-328181-b2o05j3j 67 23 to to TO cord-328181-b2o05j3j 67 24 avoid avoid VB cord-328181-b2o05j3j 67 25 falling fall VBG cord-328181-b2o05j3j 67 26 into into IN cord-328181-b2o05j3j 67 27 the the DT cord-328181-b2o05j3j 67 28 " " `` cord-328181-b2o05j3j 67 29 illusion illusion NN cord-328181-b2o05j3j 67 30 of of IN cord-328181-b2o05j3j 67 31 control control NN cord-328181-b2o05j3j 67 32 " " '' cord-328181-b2o05j3j 67 33 , , , cord-328181-b2o05j3j 67 34 or or CC cord-328181-b2o05j3j 67 35 the the DT cord-328181-b2o05j3j 67 36 false false JJ cord-328181-b2o05j3j 67 37 belief belief NN cord-328181-b2o05j3j 67 38 in in IN cord-328181-b2o05j3j 67 39 the the DT cord-328181-b2o05j3j 67 40 causal causal JJ cord-328181-b2o05j3j 67 41 relation relation NN cord-328181-b2o05j3j 67 42 between between IN cord-328181-b2o05j3j 67 43 computing compute VBG cord-328181-b2o05j3j 67 44 consequences consequence NNS cord-328181-b2o05j3j 67 45 with with IN cord-328181-b2o05j3j 67 46 a a DT cord-328181-b2o05j3j 67 47 model model NN cord-328181-b2o05j3j 67 48 and and CC cord-328181-b2o05j3j 67 49 immediately immediately RB cord-328181-b2o05j3j 67 50 improving improve VBG cord-328181-b2o05j3j 67 51 their -PRON- PRP$ cord-328181-b2o05j3j 67 52 decision decision NN cord-328181-b2o05j3j 67 53 - - HYPH cord-328181-b2o05j3j 67 54 making make VBG cord-328181-b2o05j3j 67 55 abilities ability NNS cord-328181-b2o05j3j 67 56 [ [ -LRB- cord-328181-b2o05j3j 67 57 63 63 CD cord-328181-b2o05j3j 67 58 ] ] -RRB- cord-328181-b2o05j3j 67 59 . . . cord-328181-b2o05j3j 68 1 At at IN cord-328181-b2o05j3j 68 2 the the DT cord-328181-b2o05j3j 68 3 same same JJ cord-328181-b2o05j3j 68 4 time time NN cord-328181-b2o05j3j 68 5 , , , cord-328181-b2o05j3j 68 6 we -PRON- PRP cord-328181-b2o05j3j 68 7 remain remain VBP cord-328181-b2o05j3j 68 8 painfully painfully RB cord-328181-b2o05j3j 68 9 aware aware JJ cord-328181-b2o05j3j 68 10 of of IN cord-328181-b2o05j3j 68 11 the the DT cord-328181-b2o05j3j 68 12 intrinsic intrinsic JJ cord-328181-b2o05j3j 68 13 difficulties difficulty NNS cord-328181-b2o05j3j 68 14 posed pose VBN cord-328181-b2o05j3j 68 15 by by IN cord-328181-b2o05j3j 68 16 imperfect imperfect JJ cord-328181-b2o05j3j 68 17 data datum NNS cord-328181-b2o05j3j 68 18 , , , cord-328181-b2o05j3j 68 19 imperfect imperfect JJ cord-328181-b2o05j3j 68 20 implementation implementation NN cord-328181-b2o05j3j 68 21 of of IN cord-328181-b2o05j3j 68 22 public public JJ cord-328181-b2o05j3j 68 23 policy policy NN cord-328181-b2o05j3j 68 24 measures measure NNS cord-328181-b2o05j3j 68 25 , , , cord-328181-b2o05j3j 68 26 and and CC cord-328181-b2o05j3j 68 27 uncertain uncertain JJ cord-328181-b2o05j3j 68 28 timelines timeline NNS cord-328181-b2o05j3j 68 29 for for IN cord-328181-b2o05j3j 68 30 when when WRB cord-328181-b2o05j3j 68 31 and and CC cord-328181-b2o05j3j 68 32 for for IN cord-328181-b2o05j3j 68 33 how how WRB cord-328181-b2o05j3j 68 34 long long JJ cord-328181-b2o05j3j 68 35 to to TO cord-328181-b2o05j3j 68 36 apply apply VB cord-328181-b2o05j3j 68 37 measures measure NNS cord-328181-b2o05j3j 68 38 under under IN cord-328181-b2o05j3j 68 39 unknown unknown JJ cord-328181-b2o05j3j 68 40 timelines timeline NNS cord-328181-b2o05j3j 68 41 for for IN cord-328181-b2o05j3j 68 42 availability availability NN cord-328181-b2o05j3j 68 43 of of IN cord-328181-b2o05j3j 68 44 vaccines vaccine NNS cord-328181-b2o05j3j 68 45 [ [ -LRB- cord-328181-b2o05j3j 68 46 104 104 CD cord-328181-b2o05j3j 68 47 ] ] -RRB- cord-328181-b2o05j3j 68 48 . . . cord-328181-b2o05j3j 69 1 Ee Ee NNP cord-328181-b2o05j3j 69 2 expect expect VB cord-328181-b2o05j3j 69 3 our -PRON- PRP$ cord-328181-b2o05j3j 69 4 model model NN cord-328181-b2o05j3j 69 5 to to TO cord-328181-b2o05j3j 69 6 be be VB cord-328181-b2o05j3j 69 7 beneficial beneficial JJ cord-328181-b2o05j3j 69 8 when when WRB cord-328181-b2o05j3j 69 9 a a DT cord-328181-b2o05j3j 69 10 ) ) -RRB- cord-328181-b2o05j3j 69 11 decision decision NN cord-328181-b2o05j3j 69 12 makers maker NNS cord-328181-b2o05j3j 69 13 are be VBP cord-328181-b2o05j3j 69 14 fully fully RB cord-328181-b2o05j3j 69 15 aware aware JJ cord-328181-b2o05j3j 69 16 of of IN cord-328181-b2o05j3j 69 17 the the DT cord-328181-b2o05j3j 69 18 underlying underlie VBG cord-328181-b2o05j3j 69 19 simplifications simplification NNS cord-328181-b2o05j3j 69 20 we -PRON- PRP cord-328181-b2o05j3j 69 21 have have VBP cord-328181-b2o05j3j 69 22 made make VBN cord-328181-b2o05j3j 69 23 , , , cord-328181-b2o05j3j 69 24 b b LS cord-328181-b2o05j3j 69 25 ) ) -RRB- cord-328181-b2o05j3j 69 26 model model NN cord-328181-b2o05j3j 69 27 outcomes outcome NNS cord-328181-b2o05j3j 69 28 are be VBP cord-328181-b2o05j3j 69 29 contrasted contrast VBN cord-328181-b2o05j3j 69 30 and and CC cord-328181-b2o05j3j 69 31 adjusted adjust VBN cord-328181-b2o05j3j 69 32 with with IN cord-328181-b2o05j3j 69 33 incoming incoming JJ cord-328181-b2o05j3j 69 34 data datum NNS cord-328181-b2o05j3j 69 35 during during IN cord-328181-b2o05j3j 69 36 an an DT cord-328181-b2o05j3j 69 37 unfolding unfold VBG cord-328181-b2o05j3j 69 38 situation situation NN cord-328181-b2o05j3j 69 39 , , , cord-328181-b2o05j3j 69 40 c c NN cord-328181-b2o05j3j 69 41 ) ) -RRB- cord-328181-b2o05j3j 69 42 experts expert NNS cord-328181-b2o05j3j 69 43 assisting assist VBG cord-328181-b2o05j3j 69 44 decision decision NN cord-328181-b2o05j3j 69 45 makers maker NNS cord-328181-b2o05j3j 69 46 carefully carefully RB cord-328181-b2o05j3j 69 47 determine determine VBP cord-328181-b2o05j3j 69 48 and and CC cord-328181-b2o05j3j 69 49 document document VB cord-328181-b2o05j3j 69 50 how how WRB cord-328181-b2o05j3j 69 51 data datum NNS cord-328181-b2o05j3j 69 52 produced produce VBN cord-328181-b2o05j3j 69 53 by by IN cord-328181-b2o05j3j 69 54 these these DT cord-328181-b2o05j3j 69 55 simulations simulation NNS cord-328181-b2o05j3j 69 56 is be VBZ cord-328181-b2o05j3j 69 57 analyzed analyze VBN cord-328181-b2o05j3j 69 58 and and CC cord-328181-b2o05j3j 69 59 translated translate VBN cord-328181-b2o05j3j 69 60 into into IN cord-328181-b2o05j3j 69 61 tentative tentative JJ cord-328181-b2o05j3j 69 62 recommendations recommendation NNS cord-328181-b2o05j3j 69 63 [ [ -LRB- cord-328181-b2o05j3j 69 64 70 70 CD cord-328181-b2o05j3j 69 65 ] ] -RRB- cord-328181-b2o05j3j 69 66 . . . cord-328181-b2o05j3j 70 1 To to IN cord-328181-b2o05j3j 70 2 this this DT cord-328181-b2o05j3j 70 3 extent extent NN cord-328181-b2o05j3j 70 4 , , , cord-328181-b2o05j3j 70 5 we -PRON- PRP cord-328181-b2o05j3j 70 6 have have VBP cord-328181-b2o05j3j 70 7 focused focus VBN cord-328181-b2o05j3j 70 8 our -PRON- PRP$ cord-328181-b2o05j3j 70 9 efforts effort NNS cord-328181-b2o05j3j 70 10 on on IN cord-328181-b2o05j3j 70 11 providing provide VBG cord-328181-b2o05j3j 70 12 modeling modeling NN cord-328181-b2o05j3j 70 13 tools tool NNS cord-328181-b2o05j3j 70 14 for for IN cord-328181-b2o05j3j 70 15 population population NN cord-328181-b2o05j3j 70 16 centers center NNS cord-328181-b2o05j3j 70 17 with with IN cord-328181-b2o05j3j 70 18 100,000 100,000 CD cord-328181-b2o05j3j 70 19 inhabitants inhabitant NNS cord-328181-b2o05j3j 70 20 or or CC cord-328181-b2o05j3j 70 21 less less JJR cord-328181-b2o05j3j 70 22 . . . cord-328181-b2o05j3j 71 1 Our -PRON- PRP$ cord-328181-b2o05j3j 71 2 choice choice NN cord-328181-b2o05j3j 71 3 is be VBZ cord-328181-b2o05j3j 71 4 motivated motivate VBN cord-328181-b2o05j3j 71 5 by by IN cord-328181-b2o05j3j 71 6 the the DT cord-328181-b2o05j3j 71 7 geographic geographic JJ cord-328181-b2o05j3j 71 8 distribution distribution NN cord-328181-b2o05j3j 71 9 of of IN cord-328181-b2o05j3j 71 10 cities city NNS cord-328181-b2o05j3j 71 11 and and CC cord-328181-b2o05j3j 71 12 towns town NNS cord-328181-b2o05j3j 71 13 across across IN cord-328181-b2o05j3j 71 14 the the DT cord-328181-b2o05j3j 71 15 US US NNP cord-328181-b2o05j3j 71 16 [ [ -LRB- cord-328181-b2o05j3j 71 17 45 45 CD cord-328181-b2o05j3j 71 18 ] ] -RRB- cord-328181-b2o05j3j 71 19 and and CC cord-328181-b2o05j3j 71 20 by by IN cord-328181-b2o05j3j 71 21 the the DT cord-328181-b2o05j3j 71 22 apparent apparent JJ cord-328181-b2o05j3j 71 23 inverse inverse JJ cord-328181-b2o05j3j 71 24 correlation correlation NN cord-328181-b2o05j3j 71 25 between between IN cord-328181-b2o05j3j 71 26 population population NN cord-328181-b2o05j3j 71 27 size size NN cord-328181-b2o05j3j 71 28 and and CC cord-328181-b2o05j3j 71 29 rurality rurality NN cord-328181-b2o05j3j 71 30 . . . cord-328181-b2o05j3j 72 1 This this DT cord-328181-b2o05j3j 72 2 is be VBZ cord-328181-b2o05j3j 72 3 significant significant JJ cord-328181-b2o05j3j 72 4 since since IN cord-328181-b2o05j3j 72 5 the the DT cord-328181-b2o05j3j 72 6 push push NN cord-328181-b2o05j3j 72 7 for for IN cord-328181-b2o05j3j 72 8 urbanization urbanization NN cord-328181-b2o05j3j 72 9 seems seem VBZ cord-328181-b2o05j3j 72 10 to to TO cord-328181-b2o05j3j 72 11 have have VB cord-328181-b2o05j3j 72 12 driven drive VBN cord-328181-b2o05j3j 72 13 rural rural JJ cord-328181-b2o05j3j 72 14 cities city NNS cord-328181-b2o05j3j 72 15 and and CC cord-328181-b2o05j3j 72 16 towns town NNS cord-328181-b2o05j3j 72 17 to to IN cord-328181-b2o05j3j 72 18 more more RBR cord-328181-b2o05j3j 72 19 precarious precarious JJ cord-328181-b2o05j3j 72 20 health health NN cord-328181-b2o05j3j 72 21 systems system NNS cord-328181-b2o05j3j 72 22 than than IN cord-328181-b2o05j3j 72 23 their -PRON- PRP$ cord-328181-b2o05j3j 72 24 urban urban JJ cord-328181-b2o05j3j 72 25 counterparts counterpart NNS cord-328181-b2o05j3j 72 26 [ [ -LRB- cord-328181-b2o05j3j 72 27 95 95 CD cord-328181-b2o05j3j 72 28 ] ] -RRB- cord-328181-b2o05j3j 72 29 : : : cord-328181-b2o05j3j 72 30 one one PRP cord-328181-b2o05j3j 72 31 can can MD cord-328181-b2o05j3j 72 32 expect expect VB cord-328181-b2o05j3j 72 33 COVID-19 covid-19 JJ cord-328181-b2o05j3j 72 34 propagation propagation NN cord-328181-b2o05j3j 72 35 to to TO cord-328181-b2o05j3j 72 36 be be VB cord-328181-b2o05j3j 72 37 slower slow JJR cord-328181-b2o05j3j 72 38 due due IN cord-328181-b2o05j3j 72 39 to to IN cord-328181-b2o05j3j 72 40 lower lower VB cord-328181-b2o05j3j 72 41 population population NN cord-328181-b2o05j3j 72 42 densities density NNS cord-328181-b2o05j3j 72 43 , , , cord-328181-b2o05j3j 72 44 but but CC cord-328181-b2o05j3j 72 45 the the DT cord-328181-b2o05j3j 72 46 impact impact NN cord-328181-b2o05j3j 72 47 to to TO cord-328181-b2o05j3j 72 48 be be VB cord-328181-b2o05j3j 72 49 at at IN cord-328181-b2o05j3j 72 50 least least JJS cord-328181-b2o05j3j 72 51 similar similar JJ cord-328181-b2o05j3j 72 52 or or CC cord-328181-b2o05j3j 72 53 stronger strong JJR cord-328181-b2o05j3j 72 54 due due IN cord-328181-b2o05j3j 72 55 to to IN cord-328181-b2o05j3j 72 56 age age NN cord-328181-b2o05j3j 72 57 distribution distribution NN cord-328181-b2o05j3j 72 58 and and CC cord-328181-b2o05j3j 72 59 availability availability NN cord-328181-b2o05j3j 72 60 of of IN cord-328181-b2o05j3j 72 61 health health NN cord-328181-b2o05j3j 72 62 care care NN cord-328181-b2o05j3j 72 63 facilities facility NNS cord-328181-b2o05j3j 72 64 [ [ -LRB- cord-328181-b2o05j3j 72 65 8 8 CD cord-328181-b2o05j3j 72 66 ] ] -RRB- cord-328181-b2o05j3j 72 67 , , , cord-328181-b2o05j3j 72 68 with with IN cord-328181-b2o05j3j 72 69 a a DT cord-328181-b2o05j3j 72 70 special special JJ cord-328181-b2o05j3j 72 71 emphasis emphasis NN cord-328181-b2o05j3j 72 72 on on IN cord-328181-b2o05j3j 72 73 availability availability NN cord-328181-b2o05j3j 72 74 of of IN cord-328181-b2o05j3j 72 75 ICUs icu NNS cord-328181-b2o05j3j 72 76 [ [ -LRB- cord-328181-b2o05j3j 72 77 58 58 CD cord-328181-b2o05j3j 72 78 ] ] -RRB- cord-328181-b2o05j3j 72 79 . . . cord-328181-b2o05j3j 73 1 In in IN cord-328181-b2o05j3j 73 2 our -PRON- PRP$ cord-328181-b2o05j3j 73 3 model model NN cord-328181-b2o05j3j 73 4 , , , cord-328181-b2o05j3j 73 5 agents agent NNS cord-328181-b2o05j3j 73 6 interact interact VBP cord-328181-b2o05j3j 73 7 and and CC cord-328181-b2o05j3j 73 8 traverse traverse VB cord-328181-b2o05j3j 73 9 a a DT cord-328181-b2o05j3j 73 10 discrete discrete JJ cord-328181-b2o05j3j 73 11 2D 2d NN cord-328181-b2o05j3j 73 12 torus torus NN cord-328181-b2o05j3j 73 13 composed compose VBN cord-328181-b2o05j3j 73 14 of of IN cord-328181-b2o05j3j 73 15 connected connected JJ cord-328181-b2o05j3j 73 16 lattice lattice NN cord-328181-b2o05j3j 73 17 points point NNS cord-328181-b2o05j3j 73 18 that that WDT cord-328181-b2o05j3j 73 19 represent represent VBP cord-328181-b2o05j3j 73 20 geographic geographic JJ cord-328181-b2o05j3j 73 21 locations location NNS cord-328181-b2o05j3j 73 22 . . . cord-328181-b2o05j3j 74 1 Agent agent NN cord-328181-b2o05j3j 74 2 actions action NNS cord-328181-b2o05j3j 74 3 and and CC cord-328181-b2o05j3j 74 4 decisions decision NNS cord-328181-b2o05j3j 74 5 are be VBP cord-328181-b2o05j3j 74 6 governed govern VBN cord-328181-b2o05j3j 74 7 by by IN cord-328181-b2o05j3j 74 8 random random JJ cord-328181-b2o05j3j 74 9 variables variable NNS cord-328181-b2o05j3j 74 10 with with IN cord-328181-b2o05j3j 74 11 suitable suitable JJ cord-328181-b2o05j3j 74 12 distributions distribution NNS cord-328181-b2o05j3j 74 13 . . . cord-328181-b2o05j3j 75 1 A a DT cord-328181-b2o05j3j 75 2 single single JJ cord-328181-b2o05j3j 75 3 execution execution NN cord-328181-b2o05j3j 75 4 ( ( -LRB- cord-328181-b2o05j3j 75 5 i.e. i.e. FW cord-328181-b2o05j3j 75 6 a a DT cord-328181-b2o05j3j 75 7 scenario scenario NN cord-328181-b2o05j3j 75 8 run run VBN cord-328181-b2o05j3j 75 9 ) ) -RRB- cord-328181-b2o05j3j 75 10 of of IN cord-328181-b2o05j3j 75 11 a a DT cord-328181-b2o05j3j 75 12 parametrization parametrization NN cord-328181-b2o05j3j 75 13 of of IN cord-328181-b2o05j3j 75 14 the the DT cord-328181-b2o05j3j 75 15 model model NN cord-328181-b2o05j3j 75 16 corresponds correspond VBZ cord-328181-b2o05j3j 75 17 to to IN cord-328181-b2o05j3j 75 18 a a DT cord-328181-b2o05j3j 75 19 possible possible JJ cord-328181-b2o05j3j 75 20 world world NN cord-328181-b2o05j3j 75 21 , , , cord-328181-b2o05j3j 75 22 while while IN cord-328181-b2o05j3j 75 23 a a DT cord-328181-b2o05j3j 75 24 simulation simulation NN cord-328181-b2o05j3j 75 25 ( ( -LRB- cord-328181-b2o05j3j 75 26 i.e. i.e. FW cord-328181-b2o05j3j 75 27 a a DT cord-328181-b2o05j3j 75 28 scenario scenario NN cord-328181-b2o05j3j 75 29 ) ) -RRB- cord-328181-b2o05j3j 75 30 comprises comprise VBZ cord-328181-b2o05j3j 75 31 an an DT cord-328181-b2o05j3j 75 32 ensemble ensemble NN cord-328181-b2o05j3j 75 33 of of IN cord-328181-b2o05j3j 75 34 multiple multiple JJ cord-328181-b2o05j3j 75 35 executions execution NNS cord-328181-b2o05j3j 75 36 with with IN cord-328181-b2o05j3j 75 37 the the DT cord-328181-b2o05j3j 75 38 same same JJ cord-328181-b2o05j3j 75 39 parametrizations parametrization NNS cord-328181-b2o05j3j 75 40 where where WRB cord-328181-b2o05j3j 75 41 outcomes outcome NNS cord-328181-b2o05j3j 75 42 correspond correspond VBP cord-328181-b2o05j3j 75 43 to to IN cord-328181-b2o05j3j 75 44 distributions distribution NNS cord-328181-b2o05j3j 75 45 of of IN cord-328181-b2o05j3j 75 46 agent agent NN cord-328181-b2o05j3j 75 47 states state NNS cord-328181-b2o05j3j 75 48 and and CC cord-328181-b2o05j3j 75 49 observable observable JJ cord-328181-b2o05j3j 75 50 quantities quantity NNS cord-328181-b2o05j3j 75 51 must must MD cord-328181-b2o05j3j 75 52 be be VB cord-328181-b2o05j3j 75 53 computed compute VBN cord-328181-b2o05j3j 75 54 through through IN cord-328181-b2o05j3j 75 55 averages average NNS cord-328181-b2o05j3j 75 56 . . . cord-328181-b2o05j3j 76 1 The the DT cord-328181-b2o05j3j 76 2 choice choice NN cord-328181-b2o05j3j 76 3 of of IN cord-328181-b2o05j3j 76 4 geometry geometry NN cord-328181-b2o05j3j 76 5 presupposes presuppose VBZ cord-328181-b2o05j3j 76 6 that that IN cord-328181-b2o05j3j 76 7 agents agent NNS cord-328181-b2o05j3j 76 8 move move VBP cord-328181-b2o05j3j 76 9 across across IN cord-328181-b2o05j3j 76 10 a a DT cord-328181-b2o05j3j 76 11 common common JJ cord-328181-b2o05j3j 76 12 landscape landscape NN cord-328181-b2o05j3j 76 13 at at IN cord-328181-b2o05j3j 76 14 all all DT cord-328181-b2o05j3j 76 15 times time NNS cord-328181-b2o05j3j 76 16 , , , cord-328181-b2o05j3j 76 17 and and CC cord-328181-b2o05j3j 76 18 no no DT cord-328181-b2o05j3j 76 19 agents agent NNS cord-328181-b2o05j3j 76 20 enter enter VBP cord-328181-b2o05j3j 76 21 or or CC cord-328181-b2o05j3j 76 22 leave leave VBP cord-328181-b2o05j3j 76 23 it -PRON- PRP cord-328181-b2o05j3j 76 24 . . . cord-328181-b2o05j3j 77 1 This this DT cord-328181-b2o05j3j 77 2 simplification simplification NN cord-328181-b2o05j3j 77 3 of of IN cord-328181-b2o05j3j 77 4 the the DT cord-328181-b2o05j3j 77 5 geographical geographical JJ cord-328181-b2o05j3j 77 6 landscape landscape NN cord-328181-b2o05j3j 77 7 , , , cord-328181-b2o05j3j 77 8 while while IN cord-328181-b2o05j3j 77 9 in in IN cord-328181-b2o05j3j 77 10 general general JJ cord-328181-b2o05j3j 77 11 unrealistic unrealistic JJ cord-328181-b2o05j3j 77 12 , , , cord-328181-b2o05j3j 77 13 is be VBZ cord-328181-b2o05j3j 77 14 not not RB cord-328181-b2o05j3j 77 15 uncommon uncommon JJ cord-328181-b2o05j3j 77 16 [ [ -LRB- cord-328181-b2o05j3j 77 17 93 93 CD cord-328181-b2o05j3j 77 18 , , , cord-328181-b2o05j3j 77 19 9 9 CD cord-328181-b2o05j3j 77 20 ] ] -RRB- cord-328181-b2o05j3j 77 21 and and CC cord-328181-b2o05j3j 77 22 provides provide VBZ cord-328181-b2o05j3j 77 23 two two CD cord-328181-b2o05j3j 77 24 advantages advantage NNS cord-328181-b2o05j3j 77 25 : : : cord-328181-b2o05j3j 77 26 a a LS cord-328181-b2o05j3j 77 27 ) ) -RRB- cord-328181-b2o05j3j 77 28 it -PRON- PRP cord-328181-b2o05j3j 77 29 naturally naturally RB cord-328181-b2o05j3j 77 30 matches match VBZ cord-328181-b2o05j3j 77 31 intuitions intuition NNS cord-328181-b2o05j3j 77 32 behind behind IN cord-328181-b2o05j3j 77 33 interactive interactive JJ cord-328181-b2o05j3j 77 34 particle particle NN cord-328181-b2o05j3j 77 35 systems system NNS cord-328181-b2o05j3j 77 36 driven drive VBN cord-328181-b2o05j3j 77 37 by by IN cord-328181-b2o05j3j 77 38 mass mass JJ cord-328181-b2o05j3j 77 39 action action NN cord-328181-b2o05j3j 77 40 principles principle NNS cord-328181-b2o05j3j 77 41 [ [ -LRB- cord-328181-b2o05j3j 77 42 75 75 CD cord-328181-b2o05j3j 77 43 ] ] -RRB- cord-328181-b2o05j3j 77 44 such such JJ cord-328181-b2o05j3j 77 45 as as IN cord-328181-b2o05j3j 77 46 in in IN cord-328181-b2o05j3j 77 47 the the DT cord-328181-b2o05j3j 77 48 SIR SIR NNP cord-328181-b2o05j3j 77 49 model model NN cord-328181-b2o05j3j 77 50 and and CC cord-328181-b2o05j3j 77 51 b b LS cord-328181-b2o05j3j 77 52 ) ) -RRB- cord-328181-b2o05j3j 78 1 when when WRB cord-328181-b2o05j3j 78 2 translated translate VBN cord-328181-b2o05j3j 78 3 into into IN cord-328181-b2o05j3j 78 4 code code NN cord-328181-b2o05j3j 78 5 , , , cord-328181-b2o05j3j 78 6 no no DT cord-328181-b2o05j3j 78 7 boundary boundary JJ cord-328181-b2o05j3j 78 8 checks check NNS cord-328181-b2o05j3j 78 9 need need VBP cord-328181-b2o05j3j 78 10 to to TO cord-328181-b2o05j3j 78 11 be be VB cord-328181-b2o05j3j 78 12 performed perform VBN cord-328181-b2o05j3j 78 13 by by IN cord-328181-b2o05j3j 78 14 the the DT cord-328181-b2o05j3j 78 15 agents agent NNS cord-328181-b2o05j3j 78 16 . . . cord-328181-b2o05j3j 79 1 Lattice lattice NN cord-328181-b2o05j3j 79 2 sites site NNS cord-328181-b2o05j3j 79 3 are be VBP cord-328181-b2o05j3j 79 4 connected connect VBN cord-328181-b2o05j3j 79 5 , , , cord-328181-b2o05j3j 79 6 from from IN cord-328181-b2o05j3j 79 7 the the DT cord-328181-b2o05j3j 79 8 perspective perspective NN cord-328181-b2o05j3j 79 9 of of IN cord-328181-b2o05j3j 79 10 an an DT cord-328181-b2o05j3j 79 11 agent agent NN cord-328181-b2o05j3j 79 12 , , , cord-328181-b2o05j3j 79 13 by by IN cord-328181-b2o05j3j 79 14 a a DT cord-328181-b2o05j3j 79 15 Moore Moore NNP cord-328181-b2o05j3j 79 16 neighborhood neighborhood NN cord-328181-b2o05j3j 79 17 in in IN cord-328181-b2o05j3j 79 18 an an DT cord-328181-b2o05j3j 79 19 effort effort NN cord-328181-b2o05j3j 79 20 to to TO cord-328181-b2o05j3j 79 21 reduce reduce VB cord-328181-b2o05j3j 79 22 the the DT cord-328181-b2o05j3j 79 23 effect effect NN cord-328181-b2o05j3j 79 24 of of IN cord-328181-b2o05j3j 79 25 discretization discretization NN cord-328181-b2o05j3j 79 26 artifacts artifact NNS cord-328181-b2o05j3j 79 27 [ [ -LRB- cord-328181-b2o05j3j 79 28 64 64 CD cord-328181-b2o05j3j 79 29 ] ] -RRB- cord-328181-b2o05j3j 79 30 . . . cord-328181-b2o05j3j 80 1 We -PRON- PRP cord-328181-b2o05j3j 80 2 note note VBP cord-328181-b2o05j3j 80 3 here here RB cord-328181-b2o05j3j 80 4 that that IN cord-328181-b2o05j3j 80 5 our -PRON- PRP$ cord-328181-b2o05j3j 80 6 model model NN cord-328181-b2o05j3j 80 7 presupposes presuppose VBZ cord-328181-b2o05j3j 80 8 a a DT cord-328181-b2o05j3j 80 9 homogeneous homogeneous JJ cord-328181-b2o05j3j 80 10 population population NN cord-328181-b2o05j3j 80 11 density density NN cord-328181-b2o05j3j 80 12 as as IN cord-328181-b2o05j3j 80 13 a a DT cord-328181-b2o05j3j 80 14 means means NN cord-328181-b2o05j3j 80 15 of of IN cord-328181-b2o05j3j 80 16 ensure ensure VB cord-328181-b2o05j3j 80 17 representativeness representativeness NN cord-328181-b2o05j3j 80 18 of of IN cord-328181-b2o05j3j 80 19 processes process NNS cord-328181-b2o05j3j 80 20 within within IN cord-328181-b2o05j3j 80 21 the the DT cord-328181-b2o05j3j 80 22 geographical geographical JJ cord-328181-b2o05j3j 80 23 domain domain NN cord-328181-b2o05j3j 80 24 . . . cord-328181-b2o05j3j 81 1 Although although IN cord-328181-b2o05j3j 81 2 accounting account VBG cord-328181-b2o05j3j 81 3 for for IN cord-328181-b2o05j3j 81 4 variable variable JJ cord-328181-b2o05j3j 81 5 population population NN cord-328181-b2o05j3j 81 6 density density NN cord-328181-b2o05j3j 81 7 areas area NNS cord-328181-b2o05j3j 81 8 in in IN cord-328181-b2o05j3j 81 9 the the DT cord-328181-b2o05j3j 81 10 same same JJ cord-328181-b2o05j3j 81 11 scenario scenario NN cord-328181-b2o05j3j 81 12 is be VBZ cord-328181-b2o05j3j 81 13 possible possible JJ cord-328181-b2o05j3j 81 14 , , , cord-328181-b2o05j3j 81 15 our -PRON- PRP$ cord-328181-b2o05j3j 81 16 approach approach NN cord-328181-b2o05j3j 81 17 simplifies simplify VBZ cord-328181-b2o05j3j 81 18 implementation implementation NN cord-328181-b2o05j3j 81 19 aspects aspect NNS cord-328181-b2o05j3j 81 20 and and CC cord-328181-b2o05j3j 81 21 prevents prevent VBZ cord-328181-b2o05j3j 81 22 artifacts artifact NNS cord-328181-b2o05j3j 81 23 for for IN cord-328181-b2o05j3j 81 24 model model NN cord-328181-b2o05j3j 81 25 outcomes outcome NNS cord-328181-b2o05j3j 81 26 that that WDT cord-328181-b2o05j3j 81 27 may may MD cord-328181-b2o05j3j 81 28 be be VB cord-328181-b2o05j3j 81 29 strongly strongly RB cord-328181-b2o05j3j 81 30 density density NN cord-328181-b2o05j3j 81 31 dependent dependent JJ cord-328181-b2o05j3j 81 32 [ [ -LRB- cord-328181-b2o05j3j 81 33 121 121 CD cord-328181-b2o05j3j 81 34 ] ] -RRB- cord-328181-b2o05j3j 81 35 in in IN cord-328181-b2o05j3j 81 36 both both CC cord-328181-b2o05j3j 81 37 epidemiological epidemiological JJ cord-328181-b2o05j3j 81 38 and and CC cord-328181-b2o05j3j 81 39 economic economic JJ cord-328181-b2o05j3j 81 40 aspects aspect NNS cord-328181-b2o05j3j 81 41 . . . cord-328181-b2o05j3j 82 1 Our -PRON- PRP$ cord-328181-b2o05j3j 82 2 model model NN cord-328181-b2o05j3j 82 3 does do VBZ cord-328181-b2o05j3j 82 4 not not RB cord-328181-b2o05j3j 82 5 explicitly explicitly RB cord-328181-b2o05j3j 82 6 contain contain VB cord-328181-b2o05j3j 82 7 a a DT cord-328181-b2o05j3j 82 8 rich rich JJ cord-328181-b2o05j3j 82 9 representation representation NN cord-328181-b2o05j3j 82 10 of of IN cord-328181-b2o05j3j 82 11 locations location NNS cord-328181-b2o05j3j 82 12 where where WRB cord-328181-b2o05j3j 82 13 agents agent NNS cord-328181-b2o05j3j 82 14 are be VBP cord-328181-b2o05j3j 82 15 drawn draw VBN cord-328181-b2o05j3j 82 16 to to IN cord-328181-b2o05j3j 82 17 and and CC cord-328181-b2o05j3j 82 18 act act VB cord-328181-b2o05j3j 82 19 as as IN cord-328181-b2o05j3j 82 20 temporal temporal JJ cord-328181-b2o05j3j 82 21 sinks sink NNS cord-328181-b2o05j3j 82 22 . . . cord-328181-b2o05j3j 83 1 Instead instead RB cord-328181-b2o05j3j 83 2 , , , cord-328181-b2o05j3j 83 3 we -PRON- PRP cord-328181-b2o05j3j 83 4 chose choose VBD cord-328181-b2o05j3j 83 5 to to TO cord-328181-b2o05j3j 83 6 model model VB cord-328181-b2o05j3j 83 7 agent agent NN cord-328181-b2o05j3j 83 8 tropism tropism NN cord-328181-b2o05j3j 83 9 through through IN cord-328181-b2o05j3j 83 10 randomized randomized JJ cord-328181-b2o05j3j 83 11 agent agent NN cord-328181-b2o05j3j 83 12 dwell dwell VB cord-328181-b2o05j3j 83 13 times time NNS cord-328181-b2o05j3j 83 14 . . . cord-328181-b2o05j3j 84 1 Dwell dwell VB cord-328181-b2o05j3j 84 2 time time NN cord-328181-b2o05j3j 84 3 ( ( -LRB- cord-328181-b2o05j3j 84 4 τ τ NN cord-328181-b2o05j3j 84 5 dw dw NNP cord-328181-b2o05j3j 84 6 ) ) -RRB- cord-328181-b2o05j3j 84 7 refers refer VBZ cord-328181-b2o05j3j 84 8 here here RB cord-328181-b2o05j3j 84 9 to to IN cord-328181-b2o05j3j 84 10 the the DT cord-328181-b2o05j3j 84 11 minimum minimum JJ cord-328181-b2o05j3j 84 12 amount amount NN cord-328181-b2o05j3j 84 13 of of IN cord-328181-b2o05j3j 84 14 time time NN cord-328181-b2o05j3j 84 15 an an DT cord-328181-b2o05j3j 84 16 agent agent NN cord-328181-b2o05j3j 84 17 susceptible susceptible JJ cord-328181-b2o05j3j 84 18 to to IN cord-328181-b2o05j3j 84 19 COVID-19 covid-19 JJ cord-328181-b2o05j3j 84 20 contagion contagion NN cord-328181-b2o05j3j 84 21 needs need VBZ cord-328181-b2o05j3j 84 22 to to TO cord-328181-b2o05j3j 84 23 spend spend VB cord-328181-b2o05j3j 84 24 in in IN cord-328181-b2o05j3j 84 25 a a DT cord-328181-b2o05j3j 84 26 given give VBN cord-328181-b2o05j3j 84 27 location location NN cord-328181-b2o05j3j 84 28 to to TO cord-328181-b2o05j3j 84 29 acquire acquire VB cord-328181-b2o05j3j 84 30 the the DT cord-328181-b2o05j3j 84 31 5 5 CD cord-328181-b2o05j3j 84 32 . . . cord-328181-b2o05j3j 85 1 CC CC NNP cord-328181-b2o05j3j 85 2 - - HYPH cord-328181-b2o05j3j 85 3 BY BY NNP cord-328181-b2o05j3j 85 4 - - HYPH cord-328181-b2o05j3j 85 5 ND ND NNP cord-328181-b2o05j3j 85 6 4.0 4.0 CD cord-328181-b2o05j3j 85 7 International international JJ cord-328181-b2o05j3j 85 8 license license NN cord-328181-b2o05j3j 86 1 It -PRON- PRP cord-328181-b2o05j3j 86 2 is be VBZ cord-328181-b2o05j3j 86 3 made make VBN cord-328181-b2o05j3j 86 4 available available JJ cord-328181-b2o05j3j 86 5 under under IN cord-328181-b2o05j3j 86 6 a a DT cord-328181-b2o05j3j 87 1 is be VBZ cord-328181-b2o05j3j 87 2 the the DT cord-328181-b2o05j3j 87 3 author author NN cord-328181-b2o05j3j 87 4 / / SYM cord-328181-b2o05j3j 87 5 funder funder NN cord-328181-b2o05j3j 87 6 , , , cord-328181-b2o05j3j 87 7 who who WP cord-328181-b2o05j3j 87 8 has have VBZ cord-328181-b2o05j3j 87 9 granted grant VBN cord-328181-b2o05j3j 87 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 87 11 a a DT cord-328181-b2o05j3j 87 12 license license NN cord-328181-b2o05j3j 87 13 to to TO cord-328181-b2o05j3j 87 14 display display VB cord-328181-b2o05j3j 87 15 the the DT cord-328181-b2o05j3j 87 16 preprint preprint NN cord-328181-b2o05j3j 87 17 in in IN cord-328181-b2o05j3j 87 18 perpetuity perpetuity NN cord-328181-b2o05j3j 87 19 . . . cord-328181-b2o05j3j 88 1 ( ( -LRB- cord-328181-b2o05j3j 88 2 which which WDT cord-328181-b2o05j3j 88 3 was be VBD cord-328181-b2o05j3j 88 4 not not RB cord-328181-b2o05j3j 88 5 certified certify VBN cord-328181-b2o05j3j 88 6 by by IN cord-328181-b2o05j3j 88 7 peer peer NN cord-328181-b2o05j3j 88 8 review review NN cord-328181-b2o05j3j 88 9 ) ) -RRB- cord-328181-b2o05j3j 88 10 virus virus NN cord-328181-b2o05j3j 88 11 . . . cord-328181-b2o05j3j 89 1 Based base VBN cord-328181-b2o05j3j 89 2 on on IN cord-328181-b2o05j3j 89 3 existing exist VBG cord-328181-b2o05j3j 89 4 estimates estimate NNS cord-328181-b2o05j3j 89 5 [ [ -LRB- cord-328181-b2o05j3j 89 6 36 36 CD cord-328181-b2o05j3j 89 7 ] ] -RRB- cord-328181-b2o05j3j 89 8 , , , cord-328181-b2o05j3j 89 9 we -PRON- PRP cord-328181-b2o05j3j 89 10 have have VBP cord-328181-b2o05j3j 89 11 chosen choose VBN cord-328181-b2o05j3j 89 12 τ τ NN cord-328181-b2o05j3j 89 13 dw dw NNP cord-328181-b2o05j3j 89 14 = = SYM cord-328181-b2o05j3j 89 15 15 15 CD cord-328181-b2o05j3j 89 16 minutes minute NNS cord-328181-b2o05j3j 89 17 , , , cord-328181-b2o05j3j 89 18 which which WDT cord-328181-b2o05j3j 89 19 corresponds correspond VBZ cord-328181-b2o05j3j 89 20 to to IN cord-328181-b2o05j3j 89 21 one one CD cord-328181-b2o05j3j 89 22 time time NN cord-328181-b2o05j3j 89 23 step step NN cord-328181-b2o05j3j 89 24 t t NNP cord-328181-b2o05j3j 89 25 s s NNP cord-328181-b2o05j3j 89 26 , , , cord-328181-b2o05j3j 89 27 s s NN cord-328181-b2o05j3j 89 28 ≥ ≥ CD cord-328181-b2o05j3j 89 29 0 0 CD cord-328181-b2o05j3j 89 30 . . . cord-328181-b2o05j3j 90 1 Average average JJ cord-328181-b2o05j3j 90 2 total total JJ cord-328181-b2o05j3j 90 3 dwell dwell NN cord-328181-b2o05j3j 90 4 time time NN cord-328181-b2o05j3j 91 1 t t NNP cord-328181-b2o05j3j 91 2 dw dw NNP cord-328181-b2o05j3j 91 3 = = SYM cord-328181-b2o05j3j 91 4 k k NNP cord-328181-b2o05j3j 91 5 dw dw NNP cord-328181-b2o05j3j 91 6 · · NNP cord-328181-b2o05j3j 91 7 τ τ NN cord-328181-b2o05j3j 91 8 dw dw NNP cord-328181-b2o05j3j 91 9 for for IN cord-328181-b2o05j3j 91 10 an an DT cord-328181-b2o05j3j 91 11 agent agent NN cord-328181-b2o05j3j 91 12 corresponds correspond VBZ cord-328181-b2o05j3j 91 13 to to IN cord-328181-b2o05j3j 91 14 the the DT cord-328181-b2o05j3j 91 15 ( ( -LRB- cord-328181-b2o05j3j 91 16 integer integer NN cord-328181-b2o05j3j 91 17 ) ) -RRB- cord-328181-b2o05j3j 91 18 average average JJ cord-328181-b2o05j3j 91 19 number number NN cord-328181-b2o05j3j 91 20 of of IN cord-328181-b2o05j3j 91 21 steps step NNS cord-328181-b2o05j3j 91 22 an an DT cord-328181-b2o05j3j 91 23 agent agent NN cord-328181-b2o05j3j 91 24 will will MD cord-328181-b2o05j3j 91 25 dwell dwell VB cord-328181-b2o05j3j 91 26 on on IN cord-328181-b2o05j3j 91 27 a a DT cord-328181-b2o05j3j 91 28 single single JJ cord-328181-b2o05j3j 91 29 location location NN cord-328181-b2o05j3j 91 30 . . . cord-328181-b2o05j3j 92 1 Since since IN cord-328181-b2o05j3j 92 2 our -PRON- PRP$ cord-328181-b2o05j3j 92 3 model model NN cord-328181-b2o05j3j 92 4 assumes assume VBZ cord-328181-b2o05j3j 92 5 a a DT cord-328181-b2o05j3j 92 6 day day NN cord-328181-b2o05j3j 92 7 as as IN cord-328181-b2o05j3j 92 8 a a DT cord-328181-b2o05j3j 92 9 usual usual JJ cord-328181-b2o05j3j 92 10 reporting reporting NN cord-328181-b2o05j3j 92 11 unit unit NN cord-328181-b2o05j3j 92 12 in in IN cord-328181-b2o05j3j 92 13 decision decision NN cord-328181-b2o05j3j 92 14 - - HYPH cord-328181-b2o05j3j 92 15 making make VBG cord-328181-b2o05j3j 92 16 activities activity NNS cord-328181-b2o05j3j 92 17 , , , cord-328181-b2o05j3j 92 18 all all DT cord-328181-b2o05j3j 92 19 parameters parameter NNS cord-328181-b2o05j3j 92 20 stated state VBN cord-328181-b2o05j3j 92 21 in in IN cord-328181-b2o05j3j 92 22 days day NNS cord-328181-b2o05j3j 92 23 are be VBP cord-328181-b2o05j3j 92 24 internally internally RB cord-328181-b2o05j3j 92 25 rescaled rescale VBN cord-328181-b2o05j3j 92 26 to to IN cord-328181-b2o05j3j 92 27 τ τ NN cord-328181-b2o05j3j 92 28 dw dw NNP cord-328181-b2o05j3j 92 29 units unit NNS cord-328181-b2o05j3j 92 30 ( ( -LRB- cord-328181-b2o05j3j 92 31 i.e. i.e. FW cord-328181-b2o05j3j 92 32 1 1 CD cord-328181-b2o05j3j 92 33 day day NN cord-328181-b2o05j3j 92 34 = = SYM cord-328181-b2o05j3j 92 35 96 96 CD cord-328181-b2o05j3j 92 36 simulation simulation NN cord-328181-b2o05j3j 92 37 steps step NNS cord-328181-b2o05j3j 92 38 ) ) -RRB- cord-328181-b2o05j3j 92 39 . . . cord-328181-b2o05j3j 93 1 Agent agent NN cord-328181-b2o05j3j 93 2 dwell dwell VBP cord-328181-b2o05j3j 93 3 times time NNS cord-328181-b2o05j3j 93 4 are be VBP cord-328181-b2o05j3j 93 5 set set VBN cord-328181-b2o05j3j 93 6 at at IN cord-328181-b2o05j3j 93 7 creation creation NN cord-328181-b2o05j3j 93 8 time time NN cord-328181-b2o05j3j 93 9 using use VBG cord-328181-b2o05j3j 93 10 a a DT cord-328181-b2o05j3j 93 11 random random JJ cord-328181-b2o05j3j 93 12 deviate deviate NN cord-328181-b2o05j3j 93 13 from from IN cord-328181-b2o05j3j 93 14 Poisson(k Poisson(k NNP cord-328181-b2o05j3j 93 15 ; ; : cord-328181-b2o05j3j 93 16 λ λ NN cord-328181-b2o05j3j 93 17 = = SYM cord-328181-b2o05j3j 93 18 k k NNP cord-328181-b2o05j3j 93 19 dw dw NNP cord-328181-b2o05j3j 93 20 ) ) -RRB- cord-328181-b2o05j3j 93 21 . . . cord-328181-b2o05j3j 94 1 To to TO cord-328181-b2o05j3j 94 2 configure configure VB cord-328181-b2o05j3j 94 3 of of IN cord-328181-b2o05j3j 94 4 a a DT cord-328181-b2o05j3j 94 5 scenario scenario NN cord-328181-b2o05j3j 94 6 , , , cord-328181-b2o05j3j 94 7 a a DT cord-328181-b2o05j3j 94 8 collection collection NN cord-328181-b2o05j3j 94 9 of of IN cord-328181-b2o05j3j 94 10 demographic demographic JJ cord-328181-b2o05j3j 94 11 and and CC cord-328181-b2o05j3j 94 12 disease disease NN cord-328181-b2o05j3j 94 13 parameters parameter NNS cord-328181-b2o05j3j 94 14 must must MD cord-328181-b2o05j3j 94 15 be be VB cord-328181-b2o05j3j 94 16 specified specify VBN cord-328181-b2o05j3j 94 17 . . . cord-328181-b2o05j3j 95 1 Age age NN cord-328181-b2o05j3j 95 2 structure structure NN cord-328181-b2o05j3j 95 3 appears appear VBZ cord-328181-b2o05j3j 95 4 to to TO cord-328181-b2o05j3j 95 5 be be VB cord-328181-b2o05j3j 95 6 strongly strongly RB cord-328181-b2o05j3j 95 7 associated associate VBN cord-328181-b2o05j3j 95 8 with with IN cord-328181-b2o05j3j 95 9 differences difference NNS cord-328181-b2o05j3j 95 10 in in IN cord-328181-b2o05j3j 95 11 COVID-19 covid-19 JJ cord-328181-b2o05j3j 95 12 fatality fatality NN cord-328181-b2o05j3j 95 13 rates rate NNS cord-328181-b2o05j3j 95 14 [ [ -LRB- cord-328181-b2o05j3j 95 15 19 19 CD cord-328181-b2o05j3j 95 16 , , , cord-328181-b2o05j3j 95 17 32 32 CD cord-328181-b2o05j3j 95 18 , , , cord-328181-b2o05j3j 95 19 37 37 CD cord-328181-b2o05j3j 95 20 , , , cord-328181-b2o05j3j 95 21 98 98 CD cord-328181-b2o05j3j 95 22 ] ] -RRB- cord-328181-b2o05j3j 95 23 . . . cord-328181-b2o05j3j 96 1 The the DT cord-328181-b2o05j3j 96 2 model model NN cord-328181-b2o05j3j 96 3 requires require VBZ cord-328181-b2o05j3j 96 4 estimates estimate NNS cord-328181-b2o05j3j 96 5 both both DT cord-328181-b2o05j3j 96 6 of of IN cord-328181-b2o05j3j 96 7 the the DT cord-328181-b2o05j3j 96 8 distribution distribution NN cord-328181-b2o05j3j 96 9 and and CC cord-328181-b2o05j3j 96 10 observed observe VBD cord-328181-b2o05j3j 96 11 fatality fatality NN cord-328181-b2o05j3j 96 12 proportions proportion NNS cord-328181-b2o05j3j 96 13 p p NN cord-328181-b2o05j3j 96 14 sex sex NN cord-328181-b2o05j3j 96 15 f f NN cord-328181-b2o05j3j 96 16 and and CC cord-328181-b2o05j3j 96 17 p p NN cord-328181-b2o05j3j 96 18 age age NN cord-328181-b2o05j3j 96 19 f f NN cord-328181-b2o05j3j 96 20 per per IN cord-328181-b2o05j3j 96 21 sex sex NN cord-328181-b2o05j3j 96 22 ( ( -LRB- cord-328181-b2o05j3j 96 23 i.e. i.e. FW cord-328181-b2o05j3j 96 24 male male JJ cord-328181-b2o05j3j 96 25 and and CC cord-328181-b2o05j3j 96 26 female female JJ cord-328181-b2o05j3j 96 27 ) ) -RRB- cord-328181-b2o05j3j 96 28 and and CC cord-328181-b2o05j3j 96 29 age age NN cord-328181-b2o05j3j 96 30 ( ( -LRB- cord-328181-b2o05j3j 96 31 i.e. i.e. FW cord-328181-b2o05j3j 96 32 every every DT cord-328181-b2o05j3j 96 33 ten ten CD cord-328181-b2o05j3j 96 34 - - HYPH cord-328181-b2o05j3j 96 35 year year NN cord-328181-b2o05j3j 96 36 intervals interval NNS cord-328181-b2o05j3j 96 37 ) ) -RRB- cord-328181-b2o05j3j 96 38 respectively respectively RB cord-328181-b2o05j3j 96 39 . . . cord-328181-b2o05j3j 97 1 Co Co NNS cord-328181-b2o05j3j 97 2 - - NNS cord-328181-b2o05j3j 97 3 morbidities morbidity NNS cord-328181-b2o05j3j 97 4 are be VBP cord-328181-b2o05j3j 97 5 introduced introduce VBN cord-328181-b2o05j3j 97 6 in in IN cord-328181-b2o05j3j 97 7 a a DT cord-328181-b2o05j3j 97 8 similar similar JJ cord-328181-b2o05j3j 97 9 manner manner NN cord-328181-b2o05j3j 97 10 by by IN cord-328181-b2o05j3j 97 11 means mean NNS cord-328181-b2o05j3j 97 12 of of IN cord-328181-b2o05j3j 97 13 the the DT cord-328181-b2o05j3j 97 14 age age NN cord-328181-b2o05j3j 97 15 and and CC cord-328181-b2o05j3j 97 16 sex sex NN cord-328181-b2o05j3j 97 17 structure structure NN cord-328181-b2o05j3j 97 18 of of IN cord-328181-b2o05j3j 97 19 the the DT cord-328181-b2o05j3j 97 20 population population NN cord-328181-b2o05j3j 97 21 as as IN cord-328181-b2o05j3j 97 22 a a DT cord-328181-b2o05j3j 97 23 collection collection NN cord-328181-b2o05j3j 97 24 of of IN cord-328181-b2o05j3j 97 25 positive positive JJ cord-328181-b2o05j3j 97 26 multipliers multiplier NNS cord-328181-b2o05j3j 97 27 k k IN cord-328181-b2o05j3j 97 28 sex sex NN cord-328181-b2o05j3j 97 29 f f NN cord-328181-b2o05j3j 97 30 , , , cord-328181-b2o05j3j 97 31 k k NNP cord-328181-b2o05j3j 97 32 age age NN cord-328181-b2o05j3j 97 33 f f NNP cord-328181-b2o05j3j 97 34 per per IN cord-328181-b2o05j3j 97 35 relevant relevant JJ cord-328181-b2o05j3j 97 36 condition condition NN cord-328181-b2o05j3j 97 37 , , , cord-328181-b2o05j3j 97 38 and and CC cord-328181-b2o05j3j 97 39 aggregate aggregate JJ cord-328181-b2o05j3j 97 40 clinical clinical JJ cord-328181-b2o05j3j 97 41 data datum NNS cord-328181-b2o05j3j 97 42 about about IN cord-328181-b2o05j3j 97 43 their -PRON- PRP$ cord-328181-b2o05j3j 97 44 prevalence prevalence NN cord-328181-b2o05j3j 97 45 per per IN cord-328181-b2o05j3j 97 46 age age NN cord-328181-b2o05j3j 97 47 and and CC cord-328181-b2o05j3j 97 48 sex sex NN cord-328181-b2o05j3j 97 49 . . . cord-328181-b2o05j3j 98 1 The the DT cord-328181-b2o05j3j 98 2 total total JJ cord-328181-b2o05j3j 98 3 number number NN cord-328181-b2o05j3j 98 4 of of IN cord-328181-b2o05j3j 98 5 agents agent NNS cord-328181-b2o05j3j 98 6 N n CD cord-328181-b2o05j3j 98 7 at at IN cord-328181-b2o05j3j 98 8 the the DT cord-328181-b2o05j3j 98 9 onset onset NN cord-328181-b2o05j3j 98 10 of of IN cord-328181-b2o05j3j 98 11 the the DT cord-328181-b2o05j3j 98 12 simulation simulation NN cord-328181-b2o05j3j 98 13 remains remain VBZ cord-328181-b2o05j3j 98 14 constant constant JJ cord-328181-b2o05j3j 98 15 at at IN cord-328181-b2o05j3j 98 16 all all DT cord-328181-b2o05j3j 98 17 times time NNS cord-328181-b2o05j3j 98 18 , , , cord-328181-b2o05j3j 98 19 except except IN cord-328181-b2o05j3j 98 20 when when WRB cord-328181-b2o05j3j 98 21 an an DT cord-328181-b2o05j3j 98 22 influx influx NN cord-328181-b2o05j3j 98 23 of of IN cord-328181-b2o05j3j 98 24 new new JJ cord-328181-b2o05j3j 98 25 agents agent NNS cord-328181-b2o05j3j 98 26 is be VBZ cord-328181-b2o05j3j 98 27 simulated simulate VBN cord-328181-b2o05j3j 98 28 . . . cord-328181-b2o05j3j 99 1 To to TO cord-328181-b2o05j3j 99 2 do do VB cord-328181-b2o05j3j 99 3 so so RB cord-328181-b2o05j3j 99 4 , , , cord-328181-b2o05j3j 99 5 the the DT cord-328181-b2o05j3j 99 6 number number NN cord-328181-b2o05j3j 99 7 of of IN cord-328181-b2o05j3j 99 8 new new JJ cord-328181-b2o05j3j 99 9 agents agent NNS cord-328181-b2o05j3j 99 10 entering enter VBG cord-328181-b2o05j3j 99 11 the the DT cord-328181-b2o05j3j 99 12 population population NN cord-328181-b2o05j3j 99 13 correspond correspond VB cord-328181-b2o05j3j 99 14 to to IN cord-328181-b2o05j3j 99 15 a a DT cord-328181-b2o05j3j 99 16 proportion proportion NN cord-328181-b2o05j3j 99 17 p p NN cord-328181-b2o05j3j 99 18 new new NN cord-328181-b2o05j3j 99 19 of of IN cord-328181-b2o05j3j 99 20 the the DT cord-328181-b2o05j3j 99 21 existing exist VBG cord-328181-b2o05j3j 99 22 ones one NNS cord-328181-b2o05j3j 99 23 . . . cord-328181-b2o05j3j 100 1 In in IN cord-328181-b2o05j3j 100 2 addition addition NN cord-328181-b2o05j3j 100 3 , , , cord-328181-b2o05j3j 100 4 one one PRP cord-328181-b2o05j3j 100 5 must must MD cord-328181-b2o05j3j 100 6 specify specify VB cord-328181-b2o05j3j 100 7 when when WRB cord-328181-b2o05j3j 100 8 the the DT cord-328181-b2o05j3j 100 9 agents agent NNS cord-328181-b2o05j3j 100 10 will will MD cord-328181-b2o05j3j 100 11 be be VB cord-328181-b2o05j3j 100 12 introduced introduce VBN cord-328181-b2o05j3j 100 13 t t NNP cord-328181-b2o05j3j 100 14 s s NN cord-328181-b2o05j3j 101 1 = = SYM cord-328181-b2o05j3j 101 2 T T NNP cord-328181-b2o05j3j 101 3 new new JJ cord-328181-b2o05j3j 101 4 and and CC cord-328181-b2o05j3j 101 5 how how WRB cord-328181-b2o05j3j 101 6 long long RB cord-328181-b2o05j3j 101 7 it -PRON- PRP cord-328181-b2o05j3j 101 8 takes take VBZ cord-328181-b2o05j3j 101 9 them -PRON- PRP cord-328181-b2o05j3j 101 10 to to TO cord-328181-b2o05j3j 101 11 enter enter VB cord-328181-b2o05j3j 101 12 the the DT cord-328181-b2o05j3j 101 13 space space NN cord-328181-b2o05j3j 101 14 τ τ NN cord-328181-b2o05j3j 101 15 new new JJ cord-328181-b2o05j3j 101 16 . . . cord-328181-b2o05j3j 102 1 In in IN cord-328181-b2o05j3j 102 2 this this DT cord-328181-b2o05j3j 102 3 manner manner NN cord-328181-b2o05j3j 102 4 our -PRON- PRP$ cord-328181-b2o05j3j 102 5 model model NN cord-328181-b2o05j3j 102 6 can can MD cord-328181-b2o05j3j 102 7 account account VB cord-328181-b2o05j3j 102 8 for for IN cord-328181-b2o05j3j 102 9 seasonal seasonal JJ cord-328181-b2o05j3j 102 10 population population NN cord-328181-b2o05j3j 102 11 increases increase NNS cord-328181-b2o05j3j 102 12 driven drive VBN cord-328181-b2o05j3j 102 13 by by IN cord-328181-b2o05j3j 102 14 , , , cord-328181-b2o05j3j 102 15 for for IN cord-328181-b2o05j3j 102 16 instance instance NN cord-328181-b2o05j3j 102 17 , , , cord-328181-b2o05j3j 102 18 agricultural agricultural JJ cord-328181-b2o05j3j 102 19 production production NN cord-328181-b2o05j3j 102 20 or or CC cord-328181-b2o05j3j 102 21 the the DT cord-328181-b2o05j3j 102 22 start start NN cord-328181-b2o05j3j 102 23 of of IN cord-328181-b2o05j3j 102 24 semesters semester NNS cord-328181-b2o05j3j 102 25 in in IN cord-328181-b2o05j3j 102 26 university university NN cord-328181-b2o05j3j 102 27 towns town NNS cord-328181-b2o05j3j 102 28 . . . cord-328181-b2o05j3j 103 1 After after IN cord-328181-b2o05j3j 103 2 time time NN cord-328181-b2o05j3j 103 3 t t NNP cord-328181-b2o05j3j 103 4 s s NN cord-328181-b2o05j3j 103 5 = = SYM cord-328181-b2o05j3j 103 6 T T NNP cord-328181-b2o05j3j 103 7 new new NNP cord-328181-b2o05j3j 103 8 + + CC cord-328181-b2o05j3j 103 9 τ τ NN cord-328181-b2o05j3j 103 10 new new JJ cord-328181-b2o05j3j 103 11 , , , cord-328181-b2o05j3j 103 12 the the DT cord-328181-b2o05j3j 103 13 simulation simulation NN cord-328181-b2o05j3j 103 14 will will MD cord-328181-b2o05j3j 103 15 contain contain VB cord-328181-b2o05j3j 103 16 approximately approximately RB cord-328181-b2o05j3j 103 17 N n NN cord-328181-b2o05j3j 103 18 = = SYM cord-328181-b2o05j3j 103 19 N n NN cord-328181-b2o05j3j 103 20 + + CC cord-328181-b2o05j3j 103 21 p p NN cord-328181-b2o05j3j 103 22 new new JJ cord-328181-b2o05j3j 103 23 · · NFP cord-328181-b2o05j3j 103 24 N n CD cord-328181-b2o05j3j 103 25 agents agent NNS cord-328181-b2o05j3j 103 26 . . . cord-328181-b2o05j3j 104 1 To to TO cord-328181-b2o05j3j 104 2 account account VB cord-328181-b2o05j3j 104 3 for for IN cord-328181-b2o05j3j 104 4 population population NN cord-328181-b2o05j3j 104 5 density density NN cord-328181-b2o05j3j 105 1 ρ ρ LS cord-328181-b2o05j3j 105 2 pop pop NN cord-328181-b2o05j3j 105 3 , , , cord-328181-b2o05j3j 105 4 the the DT cord-328181-b2o05j3j 105 5 model model NN cord-328181-b2o05j3j 105 6 specifies specify VBZ cord-328181-b2o05j3j 105 7 the the DT cord-328181-b2o05j3j 105 8 width width NN cord-328181-b2o05j3j 105 9 W W NNP cord-328181-b2o05j3j 105 10 and and CC cord-328181-b2o05j3j 105 11 height height NN cord-328181-b2o05j3j 105 12 H H NNP cord-328181-b2o05j3j 105 13 of of IN cord-328181-b2o05j3j 105 14 the the DT cord-328181-b2o05j3j 105 15 lattice lattice NN cord-328181-b2o05j3j 105 16 that that WDT cord-328181-b2o05j3j 105 17 will will MD cord-328181-b2o05j3j 105 18 contain contain VB cord-328181-b2o05j3j 105 19 the the DT cord-328181-b2o05j3j 105 20 agents agent NNS cord-328181-b2o05j3j 105 21 . . . cord-328181-b2o05j3j 106 1 We -PRON- PRP cord-328181-b2o05j3j 106 2 presuppose presuppose VBP cord-328181-b2o05j3j 106 3 that that IN cord-328181-b2o05j3j 106 4 agents agent NNS cord-328181-b2o05j3j 106 5 move move VBP cord-328181-b2o05j3j 106 6 across across IN cord-328181-b2o05j3j 106 7 the the DT cord-328181-b2o05j3j 106 8 lattice lattice NN cord-328181-b2o05j3j 106 9 one one CD cord-328181-b2o05j3j 106 10 jump jump NN cord-328181-b2o05j3j 106 11 at at IN cord-328181-b2o05j3j 106 12 a a DT cord-328181-b2o05j3j 106 13 time time NN cord-328181-b2o05j3j 106 14 if if IN cord-328181-b2o05j3j 106 15 their -PRON- PRP$ cord-328181-b2o05j3j 106 16 dwell dwell NN cord-328181-b2o05j3j 106 17 time time NN cord-328181-b2o05j3j 106 18 is be VBZ cord-328181-b2o05j3j 106 19 exhausted exhaust VBN cord-328181-b2o05j3j 106 20 . . . cord-328181-b2o05j3j 107 1 The the DT cord-328181-b2o05j3j 107 2 size size NN cord-328181-b2o05j3j 107 3 of of IN cord-328181-b2o05j3j 107 4 the the DT cord-328181-b2o05j3j 107 5 lattice lattice NN cord-328181-b2o05j3j 107 6 should should MD cord-328181-b2o05j3j 107 7 be be VB cord-328181-b2o05j3j 107 8 also also RB cord-328181-b2o05j3j 107 9 adjusted adjust VBN cord-328181-b2o05j3j 107 10 based base VBN cord-328181-b2o05j3j 107 11 on on IN cord-328181-b2o05j3j 107 12 the the DT cord-328181-b2o05j3j 107 13 mobility mobility NN cord-328181-b2o05j3j 107 14 and and CC cord-328181-b2o05j3j 107 15 transportation transportation NN cord-328181-b2o05j3j 107 16 patterns pattern NNS cord-328181-b2o05j3j 107 17 of of IN cord-328181-b2o05j3j 107 18 individuals individual NNS cord-328181-b2o05j3j 107 19 within within IN cord-328181-b2o05j3j 107 20 the the DT cord-328181-b2o05j3j 107 21 enclosed enclosed JJ cord-328181-b2o05j3j 107 22 region region NN cord-328181-b2o05j3j 107 23 of of IN cord-328181-b2o05j3j 107 24 interest interest NN cord-328181-b2o05j3j 107 25 -that -that WDT cord-328181-b2o05j3j 107 26 is be VBZ cord-328181-b2o05j3j 107 27 , , , cord-328181-b2o05j3j 107 28 excluding exclude VBG cord-328181-b2o05j3j 107 29 realistic realistic JJ cord-328181-b2o05j3j 107 30 density density NN cord-328181-b2o05j3j 107 31 fluctuations fluctuation NNS cord-328181-b2o05j3j 107 32 due due IN cord-328181-b2o05j3j 107 33 to to IN cord-328181-b2o05j3j 107 34 commuters commuter NNS cord-328181-b2o05j3j 107 35 that that WDT cord-328181-b2o05j3j 107 36 spend spend VBP cord-328181-b2o05j3j 107 37 most most JJS cord-328181-b2o05j3j 107 38 of of IN cord-328181-b2o05j3j 107 39 their -PRON- PRP$ cord-328181-b2o05j3j 107 40 time time NN cord-328181-b2o05j3j 107 41 outside outside IN cord-328181-b2o05j3j 107 42 of of IN cord-328181-b2o05j3j 107 43 the the DT cord-328181-b2o05j3j 107 44 simulated simulated JJ cord-328181-b2o05j3j 107 45 region region NN cord-328181-b2o05j3j 107 46 . . . cord-328181-b2o05j3j 108 1 The the DT cord-328181-b2o05j3j 108 2 effect effect NN cord-328181-b2o05j3j 108 3 of of IN cord-328181-b2o05j3j 108 4 such such JJ cord-328181-b2o05j3j 108 5 adjustment adjustment NN cord-328181-b2o05j3j 108 6 is be VBZ cord-328181-b2o05j3j 108 7 equal equal JJ cord-328181-b2o05j3j 108 8 to to TO cord-328181-b2o05j3j 108 9 re re VB cord-328181-b2o05j3j 108 10 - - JJ cord-328181-b2o05j3j 108 11 scaling scale VBG cord-328181-b2o05j3j 108 12 the the DT cord-328181-b2o05j3j 108 13 population population NN cord-328181-b2o05j3j 108 14 density density NN cord-328181-b2o05j3j 108 15 by by IN cord-328181-b2o05j3j 108 16 a a DT cord-328181-b2o05j3j 108 17 mobility mobility NN cord-328181-b2o05j3j 108 18 pre pre JJ cord-328181-b2o05j3j 108 19 - - JJ cord-328181-b2o05j3j 108 20 factor factor NN cord-328181-b2o05j3j 108 21 k k NNP cord-328181-b2o05j3j 108 22 mobl mobl NNP cord-328181-b2o05j3j 108 23 . . . cord-328181-b2o05j3j 109 1 After after IN cord-328181-b2o05j3j 109 2 these these DT cord-328181-b2o05j3j 109 3 calculations calculation NNS cord-328181-b2o05j3j 109 4 have have VBP cord-328181-b2o05j3j 109 5 been be VBN cord-328181-b2o05j3j 109 6 performed perform VBN cord-328181-b2o05j3j 109 7 , , , cord-328181-b2o05j3j 109 8 the the DT cord-328181-b2o05j3j 109 9 model model NN cord-328181-b2o05j3j 109 10 should should MD cord-328181-b2o05j3j 109 11 ensure ensure VB cord-328181-b2o05j3j 109 12 for for IN cord-328181-b2o05j3j 109 13 T T NNP cord-328181-b2o05j3j 109 14 new new NNP cord-328181-b2o05j3j 109 15 = = NFP cord-328181-b2o05j3j 110 1 ∞ ∞ NNP cord-328181-b2o05j3j 110 2 that that IN cord-328181-b2o05j3j 110 3 Intuitively intuitively RB cord-328181-b2o05j3j 110 4 , , , cord-328181-b2o05j3j 110 5 the the DT cord-328181-b2o05j3j 110 6 effect effect NN cord-328181-b2o05j3j 110 7 of of IN cord-328181-b2o05j3j 110 8 greater great JJR cord-328181-b2o05j3j 110 9 mobility mobility NN cord-328181-b2o05j3j 110 10 is be VBZ cord-328181-b2o05j3j 110 11 equivalent equivalent JJ cord-328181-b2o05j3j 110 12 to to IN cord-328181-b2o05j3j 110 13 increased increase VBN cord-328181-b2o05j3j 110 14 population population NN cord-328181-b2o05j3j 110 15 density density NN cord-328181-b2o05j3j 110 16 , , , cord-328181-b2o05j3j 110 17 or or CC cord-328181-b2o05j3j 110 18 correspondingly correspondingly RB cord-328181-b2o05j3j 110 19 , , , cord-328181-b2o05j3j 110 20 to to IN cord-328181-b2o05j3j 110 21 traversing traverse VBG cord-328181-b2o05j3j 110 22 a a DT cord-328181-b2o05j3j 110 23 smaller small JJR cord-328181-b2o05j3j 110 24 space space NN cord-328181-b2o05j3j 110 25 . . . cord-328181-b2o05j3j 111 1 While while IN cord-328181-b2o05j3j 111 2 our -PRON- PRP$ cord-328181-b2o05j3j 111 3 model model NN cord-328181-b2o05j3j 111 4 does do VBZ cord-328181-b2o05j3j 111 5 not not RB cord-328181-b2o05j3j 111 6 include include VB cord-328181-b2o05j3j 111 7 the the DT cord-328181-b2o05j3j 111 8 effect effect NN cord-328181-b2o05j3j 111 9 of of IN cord-328181-b2o05j3j 111 10 road road NN cord-328181-b2o05j3j 111 11 networks network NNS cord-328181-b2o05j3j 111 12 or or CC cord-328181-b2o05j3j 111 13 vehicle vehicle NN cord-328181-b2o05j3j 111 14 use use NN cord-328181-b2o05j3j 111 15 , , , cord-328181-b2o05j3j 111 16 a a DT cord-328181-b2o05j3j 111 17 carefully carefully RB cord-328181-b2o05j3j 111 18 constructed construct VBN cord-328181-b2o05j3j 111 19 average average NN cord-328181-b2o05j3j 111 20 for for IN cord-328181-b2o05j3j 111 21 k k NNP cord-328181-b2o05j3j 111 22 mobl mobl NNP cord-328181-b2o05j3j 111 23 can can MD cord-328181-b2o05j3j 111 24 provide provide VB cord-328181-b2o05j3j 111 25 a a DT cord-328181-b2o05j3j 111 26 sufficiently sufficiently RB cord-328181-b2o05j3j 111 27 adequate adequate JJ cord-328181-b2o05j3j 111 28 approximation approximation NN cord-328181-b2o05j3j 111 29 . . . cord-328181-b2o05j3j 112 1 Disease disease NN cord-328181-b2o05j3j 112 2 - - HYPH cord-328181-b2o05j3j 112 3 wise wise JJ cord-328181-b2o05j3j 112 4 , , , cord-328181-b2o05j3j 112 5 the the DT cord-328181-b2o05j3j 112 6 model model NN cord-328181-b2o05j3j 112 7 comprises comprise VBZ cord-328181-b2o05j3j 112 8 six six CD cord-328181-b2o05j3j 112 9 critical critical JJ cord-328181-b2o05j3j 112 10 parameters parameter NNS cord-328181-b2o05j3j 112 11 . . . cord-328181-b2o05j3j 113 1 First first RB cord-328181-b2o05j3j 113 2 , , , cord-328181-b2o05j3j 113 3 the the DT cord-328181-b2o05j3j 113 4 initial initial JJ cord-328181-b2o05j3j 113 5 proportion proportion NN cord-328181-b2o05j3j 113 6 of of IN cord-328181-b2o05j3j 113 7 agents agent NNS cord-328181-b2o05j3j 113 8 p p IN cord-328181-b2o05j3j 113 9 iexp iexp NNS cord-328181-b2o05j3j 113 10 that that WDT cord-328181-b2o05j3j 113 11 are be VBP cord-328181-b2o05j3j 113 12 exposed expose VBN cord-328181-b2o05j3j 113 13 to to IN cord-328181-b2o05j3j 113 14 the the DT cord-328181-b2o05j3j 113 15 disease disease NN cord-328181-b2o05j3j 113 16 . . . cord-328181-b2o05j3j 114 1 The the DT cord-328181-b2o05j3j 114 2 model model NN cord-328181-b2o05j3j 114 3 assumes assume VBZ cord-328181-b2o05j3j 114 4 that that IN cord-328181-b2o05j3j 114 5 their -PRON- PRP$ cord-328181-b2o05j3j 114 6 introduction introduction NN cord-328181-b2o05j3j 114 7 occurs occur VBZ cord-328181-b2o05j3j 114 8 at at IN cord-328181-b2o05j3j 114 9 the the DT cord-328181-b2o05j3j 114 10 onset onset NN cord-328181-b2o05j3j 114 11 of of IN cord-328181-b2o05j3j 114 12 the the DT cord-328181-b2o05j3j 114 13 disease disease NN cord-328181-b2o05j3j 114 14 incubation incubation NN cord-328181-b2o05j3j 114 15 period period NN cord-328181-b2o05j3j 114 16 . . . cord-328181-b2o05j3j 115 1 Then then RB cord-328181-b2o05j3j 115 2 , , , cord-328181-b2o05j3j 115 3 the the DT cord-328181-b2o05j3j 115 4 incubation incubation NN cord-328181-b2o05j3j 115 5 period period NN cord-328181-b2o05j3j 115 6 τ τ NN cord-328181-b2o05j3j 115 7 incb incb NNP cord-328181-b2o05j3j 115 8 and and CC cord-328181-b2o05j3j 115 9 the the DT cord-328181-b2o05j3j 115 10 recovery recovery NN cord-328181-b2o05j3j 115 11 time time NN cord-328181-b2o05j3j 115 12 τ τ NN cord-328181-b2o05j3j 115 13 recv recv NNP cord-328181-b2o05j3j 115 14 are be VBP cord-328181-b2o05j3j 115 15 inputs input NNS cord-328181-b2o05j3j 115 16 correspond correspond VBP cord-328181-b2o05j3j 115 17 to to IN cord-328181-b2o05j3j 115 18 average average JJ cord-328181-b2o05j3j 115 19 observed observe VBN cord-328181-b2o05j3j 115 20 or or CC cord-328181-b2o05j3j 115 21 estimated estimate VBN cord-328181-b2o05j3j 115 22 values value NNS cord-328181-b2o05j3j 115 23 in in IN cord-328181-b2o05j3j 115 24 clinical clinical JJ cord-328181-b2o05j3j 115 25 6 6 CD cord-328181-b2o05j3j 115 26 . . . cord-328181-b2o05j3j 116 1 CC CC NNP cord-328181-b2o05j3j 116 2 - - HYPH cord-328181-b2o05j3j 116 3 BY BY NNP cord-328181-b2o05j3j 116 4 - - HYPH cord-328181-b2o05j3j 116 5 ND ND NNP cord-328181-b2o05j3j 116 6 4.0 4.0 CD cord-328181-b2o05j3j 116 7 International international JJ cord-328181-b2o05j3j 116 8 license license NN cord-328181-b2o05j3j 117 1 It -PRON- PRP cord-328181-b2o05j3j 117 2 is be VBZ cord-328181-b2o05j3j 117 3 made make VBN cord-328181-b2o05j3j 117 4 available available JJ cord-328181-b2o05j3j 117 5 under under IN cord-328181-b2o05j3j 117 6 a a DT cord-328181-b2o05j3j 118 1 is be VBZ cord-328181-b2o05j3j 118 2 the the DT cord-328181-b2o05j3j 118 3 author author NN cord-328181-b2o05j3j 118 4 / / SYM cord-328181-b2o05j3j 118 5 funder funder NN cord-328181-b2o05j3j 118 6 , , , cord-328181-b2o05j3j 118 7 who who WP cord-328181-b2o05j3j 118 8 has have VBZ cord-328181-b2o05j3j 118 9 granted grant VBN cord-328181-b2o05j3j 118 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 118 11 a a DT cord-328181-b2o05j3j 118 12 license license NN cord-328181-b2o05j3j 118 13 to to TO cord-328181-b2o05j3j 118 14 display display VB cord-328181-b2o05j3j 118 15 the the DT cord-328181-b2o05j3j 118 16 preprint preprint NN cord-328181-b2o05j3j 118 17 in in IN cord-328181-b2o05j3j 118 18 perpetuity perpetuity NN cord-328181-b2o05j3j 118 19 . . . cord-328181-b2o05j3j 119 1 The the DT cord-328181-b2o05j3j 119 2 copyright copyright NN cord-328181-b2o05j3j 119 3 holder holder NN cord-328181-b2o05j3j 119 4 for for IN cord-328181-b2o05j3j 119 5 this this DT cord-328181-b2o05j3j 119 6 preprint preprint NN cord-328181-b2o05j3j 119 7 this this DT cord-328181-b2o05j3j 119 8 version version NN cord-328181-b2o05j3j 119 9 posted post VBN cord-328181-b2o05j3j 119 10 July July NNP cord-328181-b2o05j3j 119 11 25 25 CD cord-328181-b2o05j3j 119 12 , , , cord-328181-b2o05j3j 119 13 2020 2020 CD cord-328181-b2o05j3j 119 14 . . . cord-328181-b2o05j3j 119 15 . . . cord-328181-b2o05j3j 120 1 patients patient NNS cord-328181-b2o05j3j 120 2 [ [ -LRB- cord-328181-b2o05j3j 120 3 69 69 CD cord-328181-b2o05j3j 120 4 ] ] -RRB- cord-328181-b2o05j3j 120 5 . . . cord-328181-b2o05j3j 121 1 In in IN cord-328181-b2o05j3j 121 2 the the DT cord-328181-b2o05j3j 121 3 simulation simulation NN cord-328181-b2o05j3j 121 4 , , , cord-328181-b2o05j3j 121 5 each each DT cord-328181-b2o05j3j 121 6 agents agent NNS cord-328181-b2o05j3j 121 7 is be VBZ cord-328181-b2o05j3j 121 8 initialized initialize VBN cord-328181-b2o05j3j 121 9 with with IN cord-328181-b2o05j3j 121 10 individual individual JJ cord-328181-b2o05j3j 121 11 incubation incubation NN cord-328181-b2o05j3j 121 12 and and CC cord-328181-b2o05j3j 121 13 recovery recovery NN cord-328181-b2o05j3j 121 14 times time NNS cord-328181-b2o05j3j 121 15 drawn draw VBN cord-328181-b2o05j3j 121 16 from from IN cord-328181-b2o05j3j 121 17 Poisson(k Poisson(k NNP cord-328181-b2o05j3j 121 18 ; ; : cord-328181-b2o05j3j 121 19 λ λ NN cord-328181-b2o05j3j 121 20 = = SYM cord-328181-b2o05j3j 121 21 τ τ NN cord-328181-b2o05j3j 121 22 incb incb NNP cord-328181-b2o05j3j 121 23 ) ) -RRB- cord-328181-b2o05j3j 121 24 and and CC cord-328181-b2o05j3j 121 25 Poisson(k poisson(k NN cord-328181-b2o05j3j 121 26 ; ; : cord-328181-b2o05j3j 121 27 λ λ NN cord-328181-b2o05j3j 121 28 = = SYM cord-328181-b2o05j3j 121 29 τ τ NN cord-328181-b2o05j3j 121 30 recv recv NN cord-328181-b2o05j3j 121 31 ) ) -RRB- cord-328181-b2o05j3j 121 32 respectively respectively RB cord-328181-b2o05j3j 121 33 . . . cord-328181-b2o05j3j 122 1 Our -PRON- PRP$ cord-328181-b2o05j3j 122 2 reasoning reasoning NN cord-328181-b2o05j3j 122 3 behind behind IN cord-328181-b2o05j3j 122 4 this this DT cord-328181-b2o05j3j 122 5 choice choice NN cord-328181-b2o05j3j 122 6 rests rest VBZ cord-328181-b2o05j3j 122 7 on on IN cord-328181-b2o05j3j 122 8 the the DT cord-328181-b2o05j3j 122 9 fact fact NN cord-328181-b2o05j3j 122 10 that that IN cord-328181-b2o05j3j 122 11 a a LS cord-328181-b2o05j3j 122 12 ) ) -RRB- cord-328181-b2o05j3j 122 13 the the DT cord-328181-b2o05j3j 122 14 time time NN cord-328181-b2o05j3j 122 15 at at IN cord-328181-b2o05j3j 122 16 which which WDT cord-328181-b2o05j3j 122 17 symptoms symptom NNS cord-328181-b2o05j3j 122 18 manifest manifest VBP cord-328181-b2o05j3j 122 19 across across IN cord-328181-b2o05j3j 122 20 patients patient NNS cord-328181-b2o05j3j 122 21 depends depend VBZ cord-328181-b2o05j3j 122 22 on on IN cord-328181-b2o05j3j 122 23 a a DT cord-328181-b2o05j3j 122 24 common common JJ cord-328181-b2o05j3j 122 25 organismal organismal JJ cord-328181-b2o05j3j 122 26 response response NN cord-328181-b2o05j3j 122 27 to to IN cord-328181-b2o05j3j 122 28 the the DT cord-328181-b2o05j3j 122 29 pathogen pathogen NN cord-328181-b2o05j3j 122 30 dependent dependent JJ cord-328181-b2o05j3j 122 31 on on IN cord-328181-b2o05j3j 122 32 the the DT cord-328181-b2o05j3j 122 33 activation activation NN cord-328181-b2o05j3j 122 34 of of IN cord-328181-b2o05j3j 122 35 known know VBN cord-328181-b2o05j3j 122 36 ( ( -LRB- cord-328181-b2o05j3j 122 37 and and CC cord-328181-b2o05j3j 122 38 yet yet RB cord-328181-b2o05j3j 122 39 unknown unknown JJ cord-328181-b2o05j3j 122 40 ) ) -RRB- cord-328181-b2o05j3j 122 41 molecular molecular JJ cord-328181-b2o05j3j 122 42 pathways pathway NNS cord-328181-b2o05j3j 122 43 [ [ -LRB- cord-328181-b2o05j3j 122 44 2 2 CD cord-328181-b2o05j3j 122 45 , , , cord-328181-b2o05j3j 122 46 103 103 CD cord-328181-b2o05j3j 122 47 , , , cord-328181-b2o05j3j 122 48 111 111 CD cord-328181-b2o05j3j 122 49 ] ] -RRB- cord-328181-b2o05j3j 122 50 , , , cord-328181-b2o05j3j 122 51 and and CC cord-328181-b2o05j3j 122 52 at at IN cord-328181-b2o05j3j 122 53 the the DT cord-328181-b2o05j3j 122 54 same same JJ cord-328181-b2o05j3j 122 55 time time NN cord-328181-b2o05j3j 122 56 on on IN cord-328181-b2o05j3j 122 57 the the DT cord-328181-b2o05j3j 122 58 intra intra JJ cord-328181-b2o05j3j 122 59 - - JJ cord-328181-b2o05j3j 122 60 population population JJ cord-328181-b2o05j3j 122 61 variations variation NNS cord-328181-b2o05j3j 122 62 that that WDT cord-328181-b2o05j3j 122 63 are be VBP cord-328181-b2o05j3j 122 64 found find VBN cord-328181-b2o05j3j 122 65 across across IN cord-328181-b2o05j3j 122 66 individuals individual NNS cord-328181-b2o05j3j 122 67 due due JJ cord-328181-b2o05j3j 122 68 to to IN cord-328181-b2o05j3j 122 69 their -PRON- PRP$ cord-328181-b2o05j3j 122 70 specific specific JJ cord-328181-b2o05j3j 122 71 genetic genetic JJ cord-328181-b2o05j3j 122 72 make make NN cord-328181-b2o05j3j 122 73 - - HYPH cord-328181-b2o05j3j 122 74 up up NN cord-328181-b2o05j3j 122 75 and and CC cord-328181-b2o05j3j 122 76 context context NN cord-328181-b2o05j3j 122 77 . . . cord-328181-b2o05j3j 123 1 Thus thus RB cord-328181-b2o05j3j 123 2 , , , cord-328181-b2o05j3j 123 3 we -PRON- PRP cord-328181-b2o05j3j 123 4 treat treat VBP cord-328181-b2o05j3j 123 5 symptoms symptom NNS cord-328181-b2o05j3j 123 6 onset onset VBP cord-328181-b2o05j3j 123 7 as as IN cord-328181-b2o05j3j 123 8 a a DT cord-328181-b2o05j3j 123 9 homogeneous homogeneous JJ cord-328181-b2o05j3j 123 10 Poisson Poisson NNP cord-328181-b2o05j3j 123 11 process process NN cord-328181-b2o05j3j 123 12 for for IN cord-328181-b2o05j3j 123 13 simplicity simplicity NN cord-328181-b2o05j3j 123 14 even even RB cord-328181-b2o05j3j 123 15 when when WRB cord-328181-b2o05j3j 123 16 the the DT cord-328181-b2o05j3j 123 17 described describe VBN cord-328181-b2o05j3j 123 18 coupling coupling NN cord-328181-b2o05j3j 123 19 exists exist VBZ cord-328181-b2o05j3j 123 20 . . . cord-328181-b2o05j3j 124 1 An an DT cord-328181-b2o05j3j 124 2 improvement improvement NN cord-328181-b2o05j3j 124 3 to to IN cord-328181-b2o05j3j 124 4 our -PRON- PRP$ cord-328181-b2o05j3j 124 5 current current JJ cord-328181-b2o05j3j 124 6 model model NN cord-328181-b2o05j3j 124 7 would would MD cord-328181-b2o05j3j 124 8 entail entail VB cord-328181-b2o05j3j 124 9 , , , cord-328181-b2o05j3j 124 10 if if IN cord-328181-b2o05j3j 124 11 the the DT cord-328181-b2o05j3j 124 12 reasoning reasoning NN cord-328181-b2o05j3j 124 13 above above RB cord-328181-b2o05j3j 124 14 holds hold VBZ cord-328181-b2o05j3j 124 15 , , , cord-328181-b2o05j3j 124 16 computing computing NN cord-328181-b2o05j3j 124 17 observables observable NNS cord-328181-b2o05j3j 124 18 using use VBG cord-328181-b2o05j3j 124 19 a a DT cord-328181-b2o05j3j 124 20 general general JJ cord-328181-b2o05j3j 124 21 Poisson Poisson NNP cord-328181-b2o05j3j 124 22 point point NN cord-328181-b2o05j3j 124 23 process process NN cord-328181-b2o05j3j 124 24 by by IN cord-328181-b2o05j3j 124 25 assuming assume VBG cord-328181-b2o05j3j 124 26 that that IN cord-328181-b2o05j3j 124 27 the the DT cord-328181-b2o05j3j 124 28 Radon Radon NNP cord-328181-b2o05j3j 124 29 - - HYPH cord-328181-b2o05j3j 124 30 Nikodym Nikodym NNP cord-328181-b2o05j3j 124 31 density density NN cord-328181-b2o05j3j 124 32 exists exist VBZ cord-328181-b2o05j3j 124 33 [ [ -LRB- cord-328181-b2o05j3j 124 34 29 29 CD cord-328181-b2o05j3j 124 35 ] ] -RRB- cord-328181-b2o05j3j 124 36 . . . cord-328181-b2o05j3j 125 1 Fourth fourth RB cord-328181-b2o05j3j 125 2 , , , cord-328181-b2o05j3j 125 3 the the DT cord-328181-b2o05j3j 125 4 proportion proportion NN cord-328181-b2o05j3j 125 5 of of IN cord-328181-b2o05j3j 125 6 individuals individual NNS cord-328181-b2o05j3j 125 7 who who WP cord-328181-b2o05j3j 125 8 remain remain VBP cord-328181-b2o05j3j 125 9 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 125 10 p p NN cord-328181-b2o05j3j 125 11 asym asym NN cord-328181-b2o05j3j 125 12 is be VBZ cord-328181-b2o05j3j 125 13 accounted account VBN cord-328181-b2o05j3j 125 14 for for IN cord-328181-b2o05j3j 125 15 and and CC cord-328181-b2o05j3j 125 16 utilized utilize VBN cord-328181-b2o05j3j 125 17 when when WRB cord-328181-b2o05j3j 125 18 stochastically stochastically RB cord-328181-b2o05j3j 125 19 deciding decide VBG cord-328181-b2o05j3j 125 20 the the DT cord-328181-b2o05j3j 125 21 fate fate NN cord-328181-b2o05j3j 125 22 of of IN cord-328181-b2o05j3j 125 23 exposed expose VBN cord-328181-b2o05j3j 125 24 agents agent NNS cord-328181-b2o05j3j 125 25 . . . cord-328181-b2o05j3j 126 1 The the DT cord-328181-b2o05j3j 126 2 role role NN cord-328181-b2o05j3j 126 3 of of IN cord-328181-b2o05j3j 126 4 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 126 5 patients patient NNS cord-328181-b2o05j3j 126 6 remains remain VBZ cord-328181-b2o05j3j 126 7 heavily heavily RB cord-328181-b2o05j3j 126 8 investigated investigate VBN cord-328181-b2o05j3j 126 9 [ [ -LRB- cord-328181-b2o05j3j 126 10 11 11 CD cord-328181-b2o05j3j 126 11 , , , cord-328181-b2o05j3j 126 12 85 85 CD cord-328181-b2o05j3j 126 13 ] ] -RRB- cord-328181-b2o05j3j 126 14 and and CC cord-328181-b2o05j3j 126 15 appears appear VBZ cord-328181-b2o05j3j 126 16 to to TO cord-328181-b2o05j3j 126 17 play play VB cord-328181-b2o05j3j 126 18 a a DT cord-328181-b2o05j3j 126 19 crucial crucial JJ cord-328181-b2o05j3j 126 20 role role NN cord-328181-b2o05j3j 126 21 in in IN cord-328181-b2o05j3j 126 22 disease disease NN cord-328181-b2o05j3j 126 23 mitigation mitigation NN cord-328181-b2o05j3j 126 24 for for IN cord-328181-b2o05j3j 126 25 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 126 26 [ [ -LRB- cord-328181-b2o05j3j 126 27 18 18 CD cord-328181-b2o05j3j 126 28 , , , cord-328181-b2o05j3j 126 29 33 33 CD cord-328181-b2o05j3j 126 30 , , , cord-328181-b2o05j3j 126 31 43 43 CD cord-328181-b2o05j3j 126 32 , , , cord-328181-b2o05j3j 126 33 122 122 CD cord-328181-b2o05j3j 126 34 ] ] -RRB- cord-328181-b2o05j3j 126 35 . . . cord-328181-b2o05j3j 127 1 From from IN cord-328181-b2o05j3j 127 2 literature literature NN cord-328181-b2o05j3j 127 3 data datum NNS cord-328181-b2o05j3j 127 4 , , , cord-328181-b2o05j3j 127 5 the the DT cord-328181-b2o05j3j 127 6 proportion proportion NN cord-328181-b2o05j3j 127 7 of of IN cord-328181-b2o05j3j 127 8 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 127 9 patients patient NNS cord-328181-b2o05j3j 127 10 appears appear VBZ cord-328181-b2o05j3j 127 11 to to TO cord-328181-b2o05j3j 127 12 vary vary VB cord-328181-b2o05j3j 127 13 greatly greatly RB cord-328181-b2o05j3j 127 14 across across IN cord-328181-b2o05j3j 127 15 countries country NNS cord-328181-b2o05j3j 127 16 and and CC cord-328181-b2o05j3j 127 17 demographics demographic NNS cord-328181-b2o05j3j 127 18 ( ( -LRB- cord-328181-b2o05j3j 127 19 e.g. e.g. NN cord-328181-b2o05j3j 127 20 [ [ -LRB- cord-328181-b2o05j3j 127 21 4 4 CD cord-328181-b2o05j3j 127 22 , , , cord-328181-b2o05j3j 127 23 6 6 CD cord-328181-b2o05j3j 127 24 ] ] -RRB- cord-328181-b2o05j3j 127 25 ) ) -RRB- cord-328181-b2o05j3j 127 26 , , , cord-328181-b2o05j3j 127 27 although although IN cord-328181-b2o05j3j 127 28 the the DT cord-328181-b2o05j3j 127 29 matter matter NN cord-328181-b2o05j3j 127 30 is be VBZ cord-328181-b2o05j3j 127 31 far far RB cord-328181-b2o05j3j 127 32 from from IN cord-328181-b2o05j3j 127 33 settled settle VBN cord-328181-b2o05j3j 127 34 . . . cord-328181-b2o05j3j 128 1 In in IN cord-328181-b2o05j3j 128 2 this this DT cord-328181-b2o05j3j 128 3 sense sense NN cord-328181-b2o05j3j 128 4 , , , cord-328181-b2o05j3j 128 5 our -PRON- PRP$ cord-328181-b2o05j3j 128 6 model model NN cord-328181-b2o05j3j 128 7 is be VBZ cord-328181-b2o05j3j 128 8 intended intend VBN cord-328181-b2o05j3j 128 9 to to TO cord-328181-b2o05j3j 128 10 be be VB cord-328181-b2o05j3j 128 11 applied apply VBN cord-328181-b2o05j3j 128 12 by by IN cord-328181-b2o05j3j 128 13 using use VBG cord-328181-b2o05j3j 128 14 data datum NNS cord-328181-b2o05j3j 128 15 starting start VBG cord-328181-b2o05j3j 128 16 at at IN cord-328181-b2o05j3j 128 17 the the DT cord-328181-b2o05j3j 128 18 most most RBS cord-328181-b2o05j3j 128 19 local local JJ cord-328181-b2o05j3j 128 20 level level NN cord-328181-b2o05j3j 128 21 if if IN cord-328181-b2o05j3j 128 22 possible possible JJ cord-328181-b2o05j3j 128 23 , , , cord-328181-b2o05j3j 128 24 and and CC cord-328181-b2o05j3j 128 25 only only RB cord-328181-b2o05j3j 128 26 moving move VBG cord-328181-b2o05j3j 128 27 to to IN cord-328181-b2o05j3j 128 28 larger large JJR cord-328181-b2o05j3j 128 29 geographical geographical JJ cord-328181-b2o05j3j 128 30 instances instance NNS cord-328181-b2o05j3j 128 31 when when WRB cord-328181-b2o05j3j 128 32 data datum NNS cord-328181-b2o05j3j 128 33 can can MD cord-328181-b2o05j3j 128 34 not not RB cord-328181-b2o05j3j 128 35 be be VB cord-328181-b2o05j3j 128 36 obtained obtain VBN cord-328181-b2o05j3j 128 37 by by IN cord-328181-b2o05j3j 128 38 means mean NNS cord-328181-b2o05j3j 128 39 of of IN cord-328181-b2o05j3j 128 40 statistically statistically RB cord-328181-b2o05j3j 128 41 robust robust JJ cord-328181-b2o05j3j 128 42 antibody antibody NN cord-328181-b2o05j3j 128 43 testing testing NN cord-328181-b2o05j3j 128 44 . . . cord-328181-b2o05j3j 129 1 Fifth fifth JJ cord-328181-b2o05j3j 129 2 , , , cord-328181-b2o05j3j 129 3 the the DT cord-328181-b2o05j3j 129 4 proportion proportion NN cord-328181-b2o05j3j 129 5 of of IN cord-328181-b2o05j3j 129 6 severe severe JJ cord-328181-b2o05j3j 129 7 cases case NNS cord-328181-b2o05j3j 129 8 p p IN cord-328181-b2o05j3j 129 9 sev sev NN cord-328181-b2o05j3j 129 10 is be VBZ cord-328181-b2o05j3j 129 11 significant significant JJ cord-328181-b2o05j3j 129 12 for for IN cord-328181-b2o05j3j 129 13 the the DT cord-328181-b2o05j3j 129 14 model model NN cord-328181-b2o05j3j 129 15 due due IN cord-328181-b2o05j3j 129 16 to to IN cord-328181-b2o05j3j 129 17 its -PRON- PRP$ cord-328181-b2o05j3j 129 18 relation relation NN cord-328181-b2o05j3j 129 19 to to IN cord-328181-b2o05j3j 129 20 hospital hospital NN cord-328181-b2o05j3j 129 21 capacity capacity NN cord-328181-b2o05j3j 129 22 . . . cord-328181-b2o05j3j 130 1 The the DT cord-328181-b2o05j3j 130 2 definition definition NN cord-328181-b2o05j3j 130 3 of of IN cord-328181-b2o05j3j 130 4 severity severity NN cord-328181-b2o05j3j 130 5 used use VBN cord-328181-b2o05j3j 130 6 here here RB cord-328181-b2o05j3j 130 7 is be VBZ cord-328181-b2o05j3j 130 8 that that DT cord-328181-b2o05j3j 130 9 reported report VBN cord-328181-b2o05j3j 130 10 in in IN cord-328181-b2o05j3j 130 11 [ [ -LRB- cord-328181-b2o05j3j 130 12 118 118 CD cord-328181-b2o05j3j 130 13 ] ] -RRB- cord-328181-b2o05j3j 130 14 ; ; : cord-328181-b2o05j3j 130 15 we -PRON- PRP cord-328181-b2o05j3j 130 16 suggest suggest VBP cord-328181-b2o05j3j 130 17 similar similar JJ cord-328181-b2o05j3j 130 18 guidelines guideline NNS cord-328181-b2o05j3j 130 19 on on IN cord-328181-b2o05j3j 130 20 estimating estimate VBG cord-328181-b2o05j3j 130 21 the the DT cord-328181-b2o05j3j 130 22 proportion proportion NN cord-328181-b2o05j3j 130 23 severe severe JJ cord-328181-b2o05j3j 130 24 cases case NNS cord-328181-b2o05j3j 130 25 should should MD cord-328181-b2o05j3j 130 26 be be VB cord-328181-b2o05j3j 130 27 followed follow VBN cord-328181-b2o05j3j 130 28 . . . cord-328181-b2o05j3j 131 1 Another another DT cord-328181-b2o05j3j 131 2 proxy proxy NN cord-328181-b2o05j3j 131 3 for for IN cord-328181-b2o05j3j 131 4 severity severity NN cord-328181-b2o05j3j 131 5 may may MD cord-328181-b2o05j3j 131 6 comprise comprise VB cord-328181-b2o05j3j 131 7 the the DT cord-328181-b2o05j3j 131 8 number number NN cord-328181-b2o05j3j 131 9 of of IN cord-328181-b2o05j3j 131 10 non non JJ cord-328181-b2o05j3j 131 11 - - JJ cord-328181-b2o05j3j 131 12 ICU ICU NNP cord-328181-b2o05j3j 131 13 and and CC cord-328181-b2o05j3j 131 14 ICU ICU NNP cord-328181-b2o05j3j 131 15 admissions admission NNS cord-328181-b2o05j3j 131 16 , , , cord-328181-b2o05j3j 131 17 and and CC cord-328181-b2o05j3j 131 18 their -PRON- PRP$ cord-328181-b2o05j3j 131 19 ratio ratio NN cord-328181-b2o05j3j 131 20 [ [ -LRB- cord-328181-b2o05j3j 131 21 86 86 CD cord-328181-b2o05j3j 131 22 ] ] -RRB- cord-328181-b2o05j3j 131 23 ; ; : cord-328181-b2o05j3j 131 24 in in IN cord-328181-b2o05j3j 131 25 general general JJ cord-328181-b2o05j3j 131 26 , , , cord-328181-b2o05j3j 131 27 the the DT cord-328181-b2o05j3j 131 28 need need NN cord-328181-b2o05j3j 131 29 of of IN cord-328181-b2o05j3j 131 30 hospitalization hospitalization NN cord-328181-b2o05j3j 131 31 implies imply VBZ cord-328181-b2o05j3j 131 32 that that IN cord-328181-b2o05j3j 131 33 clinical clinical JJ cord-328181-b2o05j3j 131 34 evaluation evaluation NN cord-328181-b2o05j3j 131 35 of of IN cord-328181-b2o05j3j 131 36 a a DT cord-328181-b2o05j3j 131 37 patient patient NN cord-328181-b2o05j3j 131 38 raises raise VBZ cord-328181-b2o05j3j 131 39 enough enough JJ cord-328181-b2o05j3j 131 40 concerns concern NNS cord-328181-b2o05j3j 131 41 as as IN cord-328181-b2o05j3j 131 42 to to TO cord-328181-b2o05j3j 131 43 consider consider VB cord-328181-b2o05j3j 131 44 the the DT cord-328181-b2o05j3j 131 45 possibility possibility NN cord-328181-b2o05j3j 131 46 of of IN cord-328181-b2o05j3j 131 47 transitioning transition VBG cord-328181-b2o05j3j 131 48 from from IN cord-328181-b2o05j3j 131 49 non non JJ cord-328181-b2o05j3j 131 50 - - JJ cord-328181-b2o05j3j 131 51 ICU icu JJ cord-328181-b2o05j3j 131 52 stage stage NN cord-328181-b2o05j3j 131 53 to to IN cord-328181-b2o05j3j 131 54 the the DT cord-328181-b2o05j3j 131 55 ICU ICU NNP cord-328181-b2o05j3j 131 56 stage stage NN cord-328181-b2o05j3j 131 57 of of IN cord-328181-b2o05j3j 131 58 care care NN cord-328181-b2o05j3j 131 59 [ [ -LRB- cord-328181-b2o05j3j 131 60 94 94 CD cord-328181-b2o05j3j 131 61 ] ] -RRB- cord-328181-b2o05j3j 131 62 . . . cord-328181-b2o05j3j 132 1 To to TO cord-328181-b2o05j3j 132 2 account account VB cord-328181-b2o05j3j 132 3 for for IN cord-328181-b2o05j3j 132 4 saturation saturation NN cord-328181-b2o05j3j 132 5 of of IN cord-328181-b2o05j3j 132 6 health health NN cord-328181-b2o05j3j 132 7 care care NN cord-328181-b2o05j3j 132 8 services service NNS cord-328181-b2o05j3j 132 9 , , , cord-328181-b2o05j3j 132 10 the the DT cord-328181-b2o05j3j 132 11 model model NN cord-328181-b2o05j3j 132 12 males male NNS cord-328181-b2o05j3j 132 13 use use VBP cord-328181-b2o05j3j 132 14 of of IN cord-328181-b2o05j3j 132 15 the the DT cord-328181-b2o05j3j 132 16 proportion proportion NN cord-328181-b2o05j3j 132 17 of of IN cord-328181-b2o05j3j 132 18 beds bed NNS cord-328181-b2o05j3j 132 19 proportional proportional JJ cord-328181-b2o05j3j 132 20 to to IN cord-328181-b2o05j3j 132 21 population population NN cord-328181-b2o05j3j 132 22 density density NN cord-328181-b2o05j3j 132 23 p p NN cord-328181-b2o05j3j 132 24 beds bed NNS cord-328181-b2o05j3j 132 25 , , , cord-328181-b2o05j3j 132 26 and and CC cord-328181-b2o05j3j 132 27 we -PRON- PRP cord-328181-b2o05j3j 132 28 assume assume VBP cord-328181-b2o05j3j 132 29 that that IN cord-328181-b2o05j3j 132 30 only only JJ cord-328181-b2o05j3j 132 31 severe severe JJ cord-328181-b2o05j3j 132 32 cases case NNS cord-328181-b2o05j3j 132 33 are be VBP cord-328181-b2o05j3j 132 34 hospitalized hospitalize VBN cord-328181-b2o05j3j 132 35 . . . cord-328181-b2o05j3j 133 1 If if IN cord-328181-b2o05j3j 133 2 a a DT cord-328181-b2o05j3j 133 3 severe severe JJ cord-328181-b2o05j3j 133 4 patient patient NN cord-328181-b2o05j3j 133 5 can can MD cord-328181-b2o05j3j 133 6 not not RB cord-328181-b2o05j3j 133 7 be be VB cord-328181-b2o05j3j 133 8 hospitalized hospitalize VBN cord-328181-b2o05j3j 133 9 due due IN cord-328181-b2o05j3j 133 10 to to IN cord-328181-b2o05j3j 133 11 saturation saturation NN cord-328181-b2o05j3j 133 12 , , , cord-328181-b2o05j3j 133 13 then then RB cord-328181-b2o05j3j 133 14 its -PRON- PRP$ cord-328181-b2o05j3j 133 15 probability probability NN cord-328181-b2o05j3j 133 16 of of IN cord-328181-b2o05j3j 133 17 fatality fatality NN cord-328181-b2o05j3j 133 18 rises rise VBZ cord-328181-b2o05j3j 133 19 by by IN cord-328181-b2o05j3j 133 20 a a DT cord-328181-b2o05j3j 133 21 factor factor NN cord-328181-b2o05j3j 133 22 to to TO cord-328181-b2o05j3j 133 23 be be VB cord-328181-b2o05j3j 133 24 determined determine VBN cord-328181-b2o05j3j 133 25 empirically empirically RB cord-328181-b2o05j3j 133 26 ; ; : cord-328181-b2o05j3j 133 27 for for IN cord-328181-b2o05j3j 133 28 reference reference NN cord-328181-b2o05j3j 133 29 , , , cord-328181-b2o05j3j 133 30 our -PRON- PRP$ cord-328181-b2o05j3j 133 31 model model NN cord-328181-b2o05j3j 133 32 presupposes presuppose VBZ cord-328181-b2o05j3j 133 33 a a DT cord-328181-b2o05j3j 133 34 four four CD cord-328181-b2o05j3j 133 35 - - JJ cord-328181-b2o05j3j 133 36 fold fold JJ cord-328181-b2o05j3j 133 37 increase increase NN cord-328181-b2o05j3j 133 38 . . . cord-328181-b2o05j3j 134 1 At at IN cord-328181-b2o05j3j 134 2 present present JJ cord-328181-b2o05j3j 134 3 , , , cord-328181-b2o05j3j 134 4 our -PRON- PRP$ cord-328181-b2o05j3j 134 5 model model NN cord-328181-b2o05j3j 134 6 does do VBZ cord-328181-b2o05j3j 134 7 not not RB cord-328181-b2o05j3j 134 8 provide provide VB cord-328181-b2o05j3j 134 9 estimates estimate NNS cord-328181-b2o05j3j 134 10 of of IN cord-328181-b2o05j3j 134 11 ICU ICU NNP cord-328181-b2o05j3j 134 12 occupancy occupancy NN cord-328181-b2o05j3j 134 13 . . . cord-328181-b2o05j3j 135 1 Finally finally RB cord-328181-b2o05j3j 135 2 , , , cord-328181-b2o05j3j 135 3 the the DT cord-328181-b2o05j3j 135 4 model model NN cord-328181-b2o05j3j 135 5 utilizes utilize VBZ cord-328181-b2o05j3j 135 6 the the DT cord-328181-b2o05j3j 135 7 probability probability NN cord-328181-b2o05j3j 135 8 of of IN cord-328181-b2o05j3j 135 9 contagion contagion NN cord-328181-b2o05j3j 135 10 P p NN cord-328181-b2o05j3j 135 11 cont cont NN cord-328181-b2o05j3j 135 12 per per IN cord-328181-b2o05j3j 135 13 agent agent NN cord-328181-b2o05j3j 135 14 per per IN cord-328181-b2o05j3j 135 15 interaction interaction NN cord-328181-b2o05j3j 135 16 . . . cord-328181-b2o05j3j 136 1 This this DT cord-328181-b2o05j3j 136 2 quantity quantity NN cord-328181-b2o05j3j 136 3 can can MD cord-328181-b2o05j3j 136 4 be be VB cord-328181-b2o05j3j 136 5 obtained obtain VBN cord-328181-b2o05j3j 136 6 from from IN cord-328181-b2o05j3j 136 7 field field NN cord-328181-b2o05j3j 136 8 data datum NNS cord-328181-b2o05j3j 136 9 or or CC cord-328181-b2o05j3j 136 10 other other JJ cord-328181-b2o05j3j 136 11 ( ( -LRB- cord-328181-b2o05j3j 136 12 more more RBR cord-328181-b2o05j3j 136 13 coarsed coarse VBN cord-328181-b2o05j3j 136 14 - - HYPH cord-328181-b2o05j3j 136 15 grained grained JJ cord-328181-b2o05j3j 136 16 ) ) -RRB- cord-328181-b2o05j3j 136 17 epidemiological epidemiological JJ cord-328181-b2o05j3j 136 18 models model NNS cord-328181-b2o05j3j 136 19 at at IN cord-328181-b2o05j3j 136 20 the the DT cord-328181-b2o05j3j 136 21 onset onset NN cord-328181-b2o05j3j 136 22 from from IN cord-328181-b2o05j3j 136 23 estimates estimate NNS cord-328181-b2o05j3j 136 24 of of IN cord-328181-b2o05j3j 136 25 the the DT cord-328181-b2o05j3j 136 26 basic basic JJ cord-328181-b2o05j3j 136 27 reproduction reproduction NN cord-328181-b2o05j3j 136 28 number number NN cord-328181-b2o05j3j 136 29 R r NN cord-328181-b2o05j3j 136 30 0 0 CD cord-328181-b2o05j3j 136 31 by by IN cord-328181-b2o05j3j 136 32 observing observe VBG cord-328181-b2o05j3j 136 33 that that IN cord-328181-b2o05j3j 136 34 where where WRB cord-328181-b2o05j3j 136 35 n n NNP cord-328181-b2o05j3j 136 36 S S NNP cord-328181-b2o05j3j 136 37 , , , cord-328181-b2o05j3j 136 38 I -PRON- PRP cord-328181-b2o05j3j 136 39 t t NN cord-328181-b2o05j3j 136 40 is be VBZ cord-328181-b2o05j3j 136 41 the the DT cord-328181-b2o05j3j 136 42 average average JJ cord-328181-b2o05j3j 136 43 number number NN cord-328181-b2o05j3j 136 44 of of IN cord-328181-b2o05j3j 136 45 contacts contact NNS cord-328181-b2o05j3j 136 46 between between IN cord-328181-b2o05j3j 136 47 susceptible susceptible JJ cord-328181-b2o05j3j 136 48 ( ( -LRB- cord-328181-b2o05j3j 136 49 S s NN cord-328181-b2o05j3j 136 50 ) ) -RRB- cord-328181-b2o05j3j 136 51 and and CC cord-328181-b2o05j3j 136 52 infectious infectious JJ cord-328181-b2o05j3j 136 53 ( ( -LRB- cord-328181-b2o05j3j 136 54 I i NN cord-328181-b2o05j3j 136 55 ) ) -RRB- cord-328181-b2o05j3j 136 56 agents agent NNS cord-328181-b2o05j3j 136 57 , , , cord-328181-b2o05j3j 136 58 and and CC cord-328181-b2o05j3j 136 59 d d NN cord-328181-b2o05j3j 136 60 is be VBZ cord-328181-b2o05j3j 136 61 the the DT cord-328181-b2o05j3j 136 62 duration duration NN cord-328181-b2o05j3j 136 63 of of IN cord-328181-b2o05j3j 136 64 infectiousness infectiousness NN cord-328181-b2o05j3j 136 65 of of IN cord-328181-b2o05j3j 136 66 the the DT cord-328181-b2o05j3j 136 67 disease disease NN cord-328181-b2o05j3j 136 68 . . . cord-328181-b2o05j3j 137 1 Recalling recall VBG cord-328181-b2o05j3j 137 2 the the DT cord-328181-b2o05j3j 137 3 SIR SIR NNP cord-328181-b2o05j3j 137 4 model model NN cord-328181-b2o05j3j 137 5 7 7 CD cord-328181-b2o05j3j 137 6 . . . cord-328181-b2o05j3j 138 1 CC CC NNP cord-328181-b2o05j3j 138 2 - - HYPH cord-328181-b2o05j3j 138 3 BY BY NNP cord-328181-b2o05j3j 138 4 - - HYPH cord-328181-b2o05j3j 138 5 ND ND NNP cord-328181-b2o05j3j 138 6 4.0 4.0 CD cord-328181-b2o05j3j 138 7 International international JJ cord-328181-b2o05j3j 138 8 license license NN cord-328181-b2o05j3j 139 1 It -PRON- PRP cord-328181-b2o05j3j 139 2 is be VBZ cord-328181-b2o05j3j 139 3 made make VBN cord-328181-b2o05j3j 139 4 available available JJ cord-328181-b2o05j3j 139 5 under under IN cord-328181-b2o05j3j 139 6 a a DT cord-328181-b2o05j3j 140 1 is be VBZ cord-328181-b2o05j3j 140 2 the the DT cord-328181-b2o05j3j 140 3 author author NN cord-328181-b2o05j3j 140 4 / / SYM cord-328181-b2o05j3j 140 5 funder funder NN cord-328181-b2o05j3j 140 6 , , , cord-328181-b2o05j3j 140 7 who who WP cord-328181-b2o05j3j 140 8 has have VBZ cord-328181-b2o05j3j 140 9 granted grant VBN cord-328181-b2o05j3j 140 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 140 11 a a DT cord-328181-b2o05j3j 140 12 license license NN cord-328181-b2o05j3j 140 13 to to TO cord-328181-b2o05j3j 140 14 display display VB cord-328181-b2o05j3j 140 15 the the DT cord-328181-b2o05j3j 140 16 preprint preprint NN cord-328181-b2o05j3j 140 17 in in IN cord-328181-b2o05j3j 140 18 perpetuity perpetuity NN cord-328181-b2o05j3j 140 19 . . . cord-328181-b2o05j3j 141 1 The the DT cord-328181-b2o05j3j 141 2 copyright copyright NN cord-328181-b2o05j3j 141 3 holder holder NN cord-328181-b2o05j3j 141 4 for for IN cord-328181-b2o05j3j 141 5 this this DT cord-328181-b2o05j3j 141 6 preprint preprint NN cord-328181-b2o05j3j 141 7 this this DT cord-328181-b2o05j3j 141 8 version version NN cord-328181-b2o05j3j 141 9 posted post VBN cord-328181-b2o05j3j 141 10 July July NNP cord-328181-b2o05j3j 141 11 25 25 CD cord-328181-b2o05j3j 141 12 , , , cord-328181-b2o05j3j 141 13 2020 2020 CD cord-328181-b2o05j3j 141 14 . . . cord-328181-b2o05j3j 141 15 . . . cord-328181-b2o05j3j 142 1 we -PRON- PRP cord-328181-b2o05j3j 142 2 observe observe VBP cord-328181-b2o05j3j 142 3 that that IN cord-328181-b2o05j3j 142 4 γ γ NN cord-328181-b2o05j3j 142 5 = = SYM cord-328181-b2o05j3j 142 6 d d NNP cord-328181-b2o05j3j 142 7 −1 −1 NNP cord-328181-b2o05j3j 142 8 and and CC cord-328181-b2o05j3j 142 9 Our -PRON- PRP$ cord-328181-b2o05j3j 142 10 view view NN cord-328181-b2o05j3j 142 11 of of IN cord-328181-b2o05j3j 142 12 R r NN cord-328181-b2o05j3j 142 13 0 0 CD cord-328181-b2o05j3j 142 14 is be VBZ cord-328181-b2o05j3j 142 15 that that DT cord-328181-b2o05j3j 142 16 of of IN cord-328181-b2o05j3j 142 17 a a DT cord-328181-b2o05j3j 142 18 preliminary preliminary JJ cord-328181-b2o05j3j 142 19 estimate estimate NN cord-328181-b2o05j3j 142 20 for for IN cord-328181-b2o05j3j 142 21 initial initial JJ cord-328181-b2o05j3j 142 22 calibration calibration NN cord-328181-b2o05j3j 142 23 at at IN cord-328181-b2o05j3j 142 24 the the DT cord-328181-b2o05j3j 142 25 onset onset NN cord-328181-b2o05j3j 142 26 of of IN cord-328181-b2o05j3j 142 27 the the DT cord-328181-b2o05j3j 142 28 period period NN cord-328181-b2o05j3j 142 29 of of IN cord-328181-b2o05j3j 142 30 interest interest NN cord-328181-b2o05j3j 142 31 . . . cord-328181-b2o05j3j 143 1 For for IN cord-328181-b2o05j3j 143 2 reporting reporting NN cord-328181-b2o05j3j 143 3 purposes purpose NNS cord-328181-b2o05j3j 143 4 , , , cord-328181-b2o05j3j 143 5 we -PRON- PRP cord-328181-b2o05j3j 143 6 favor favor VBP cord-328181-b2o05j3j 143 7 the the DT cord-328181-b2o05j3j 143 8 effective effective JJ cord-328181-b2o05j3j 143 9 reproductive reproductive JJ cord-328181-b2o05j3j 143 10 number number NN cord-328181-b2o05j3j 143 11 R(t R(t NNP cord-328181-b2o05j3j 143 12 ) ) -RRB- cord-328181-b2o05j3j 143 13 , , , cord-328181-b2o05j3j 143 14 and and CC cord-328181-b2o05j3j 143 15 consequently consequently RB cord-328181-b2o05j3j 143 16 provide provide VB cord-328181-b2o05j3j 143 17 information information NN cord-328181-b2o05j3j 143 18 about about IN cord-328181-b2o05j3j 143 19 the the DT cord-328181-b2o05j3j 143 20 observable observable JJ cord-328181-b2o05j3j 143 21 for for IN cord-328181-b2o05j3j 143 22 n n NNP cord-328181-b2o05j3j 143 23 S S NNP cord-328181-b2o05j3j 143 24 , , , cord-328181-b2o05j3j 143 25 I -PRON- PRP cord-328181-b2o05j3j 143 26 ( ( -LRB- cord-328181-b2o05j3j 143 27 t t NN cord-328181-b2o05j3j 143 28 ) ) -RRB- cord-328181-b2o05j3j 143 29 such such JJ cord-328181-b2o05j3j 143 30 that that IN cord-328181-b2o05j3j 143 31 Since since IN cord-328181-b2o05j3j 143 32 one one CD cord-328181-b2o05j3j 143 33 agent agent NN cord-328181-b2o05j3j 143 34 represents represent VBZ cord-328181-b2o05j3j 143 35 multiple multiple JJ cord-328181-b2o05j3j 143 36 individuals individual NNS cord-328181-b2o05j3j 143 37 in in IN cord-328181-b2o05j3j 143 38 the the DT cord-328181-b2o05j3j 143 39 region region NN cord-328181-b2o05j3j 143 40 of of IN cord-328181-b2o05j3j 143 41 interest interest NN cord-328181-b2o05j3j 143 42 , , , cord-328181-b2o05j3j 143 43 it -PRON- PRP cord-328181-b2o05j3j 143 44 becomes become VBZ cord-328181-b2o05j3j 143 45 necessary necessary JJ cord-328181-b2o05j3j 143 46 to to TO cord-328181-b2o05j3j 143 47 compensate compensate VB cord-328181-b2o05j3j 143 48 for for IN cord-328181-b2o05j3j 143 49 this this DT cord-328181-b2o05j3j 143 50 renormalization renormalization NN cord-328181-b2o05j3j 143 51 process process NN cord-328181-b2o05j3j 143 52 . . . cord-328181-b2o05j3j 144 1 For for IN cord-328181-b2o05j3j 144 2 such such JJ cord-328181-b2o05j3j 144 3 purpose purpose NN cord-328181-b2o05j3j 144 4 , , , cord-328181-b2o05j3j 144 5 we -PRON- PRP cord-328181-b2o05j3j 144 6 provide provide VBP cord-328181-b2o05j3j 144 7 a a DT cord-328181-b2o05j3j 144 8 scaling scale VBG cord-328181-b2o05j3j 144 9 factor factor NN cord-328181-b2o05j3j 144 10 associated associate VBN cord-328181-b2o05j3j 144 11 to to IN cord-328181-b2o05j3j 144 12 the the DT cord-328181-b2o05j3j 144 13 representativeness representativeness NN cord-328181-b2o05j3j 144 14 of of IN cord-328181-b2o05j3j 144 15 the the DT cord-328181-b2o05j3j 144 16 model model NN cord-328181-b2o05j3j 145 1 k k NNP cord-328181-b2o05j3j 145 2 r r NNP cord-328181-b2o05j3j 145 3 given give VBN cord-328181-b2o05j3j 145 4 with with IN cord-328181-b2o05j3j 145 5 a a DT cord-328181-b2o05j3j 145 6 scale scale NN cord-328181-b2o05j3j 145 7 1 1 CD cord-328181-b2o05j3j 145 8 : : : cord-328181-b2o05j3j 145 9 R r NN cord-328181-b2o05j3j 145 10 by by IN cord-328181-b2o05j3j 145 11 We -PRON- PRP cord-328181-b2o05j3j 145 12 found find VBD cord-328181-b2o05j3j 145 13 empirically empirically RB cord-328181-b2o05j3j 145 14 γ γ NNP cord-328181-b2o05j3j 145 15 ≈ ≈ NNP cord-328181-b2o05j3j 145 16 1.58489 1.58489 CD cord-328181-b2o05j3j 145 17 , , , cord-328181-b2o05j3j 145 18 such such JJ cord-328181-b2o05j3j 145 19 that that IN cord-328181-b2o05j3j 145 20 rescaling rescale VBG cord-328181-b2o05j3j 145 21 the the DT cord-328181-b2o05j3j 145 22 probability probability NN cord-328181-b2o05j3j 145 23 of of IN cord-328181-b2o05j3j 145 24 contagion contagion NN cord-328181-b2o05j3j 145 25 to to TO cord-328181-b2o05j3j 145 26 obtain obtain VB cord-328181-b2o05j3j 145 27 P p NN cord-328181-b2o05j3j 145 28 cont cont NN cord-328181-b2o05j3j 145 29 = = NFP cord-328181-b2o05j3j 146 1 P p NN cord-328181-b2o05j3j 146 2 cont cont NN cord-328181-b2o05j3j 147 1 /k /k NNP cord-328181-b2o05j3j 148 1 r r NNP cord-328181-b2o05j3j 148 2 leads lead VBZ cord-328181-b2o05j3j 148 3 to to IN cord-328181-b2o05j3j 149 1 In in IN cord-328181-b2o05j3j 149 2 addition addition NN cord-328181-b2o05j3j 149 3 , , , cord-328181-b2o05j3j 149 4 R(t R(t NNP cord-328181-b2o05j3j 149 5 ) ) -RRB- cord-328181-b2o05j3j 149 6 ∝ ∝ NN cord-328181-b2o05j3j 149 7 ρ ρ NNP cord-328181-b2o05j3j 149 8 pop pop NN cord-328181-b2o05j3j 149 9 ( ( -LRB- cord-328181-b2o05j3j 149 10 Eq eq NN cord-328181-b2o05j3j 149 11 . . NNP cord-328181-b2o05j3j 149 12 1 1 CD cord-328181-b2o05j3j 149 13 ) ) -RRB- cord-328181-b2o05j3j 149 14 , , , cord-328181-b2o05j3j 149 15 which which WDT cord-328181-b2o05j3j 149 16 implies imply VBZ cord-328181-b2o05j3j 149 17 that that IN cord-328181-b2o05j3j 149 18 k k NNP cord-328181-b2o05j3j 149 19 mob mob NN cord-328181-b2o05j3j 149 20 must must MD cord-328181-b2o05j3j 149 21 also also RB cord-328181-b2o05j3j 149 22 modulate modulate VB cord-328181-b2o05j3j 149 23 R(t R(t NNP cord-328181-b2o05j3j 149 24 ) ) -RRB- cord-328181-b2o05j3j 149 25 . . . cord-328181-b2o05j3j 150 1 The the DT cord-328181-b2o05j3j 150 2 final final JJ cord-328181-b2o05j3j 150 3 expression expression NN cord-328181-b2o05j3j 150 4 becomes become VBZ cord-328181-b2o05j3j 150 5 At at IN cord-328181-b2o05j3j 150 6 the the DT cord-328181-b2o05j3j 150 7 model model NN cord-328181-b2o05j3j 150 8 level level NN cord-328181-b2o05j3j 150 9 , , , cord-328181-b2o05j3j 150 10 observables observable NNS cord-328181-b2o05j3j 150 11 are be VBP cord-328181-b2o05j3j 150 12 interrogated interrogate VBN cord-328181-b2o05j3j 150 13 across across IN cord-328181-b2o05j3j 150 14 the the DT cord-328181-b2o05j3j 150 15 agent agent NN cord-328181-b2o05j3j 150 16 population population NN cord-328181-b2o05j3j 150 17 , , , cord-328181-b2o05j3j 150 18 agent agent NN cord-328181-b2o05j3j 150 19 step step NN cord-328181-b2o05j3j 150 20 actions action NNS cord-328181-b2o05j3j 150 21 scheduled schedule VBN cord-328181-b2o05j3j 150 22 and and CC cord-328181-b2o05j3j 150 23 the the DT cord-328181-b2o05j3j 150 24 step step NN cord-328181-b2o05j3j 150 25 number number NN cord-328181-b2o05j3j 150 26 updated update VBN cord-328181-b2o05j3j 150 27 . . . cord-328181-b2o05j3j 151 1 At at IN cord-328181-b2o05j3j 151 2 each each DT cord-328181-b2o05j3j 151 3 step step NN cord-328181-b2o05j3j 151 4 , , , cord-328181-b2o05j3j 151 5 agents agent NNS cord-328181-b2o05j3j 151 6 move move VBP cord-328181-b2o05j3j 151 7 one one CD cord-328181-b2o05j3j 151 8 space space NN cord-328181-b2o05j3j 151 9 across across IN cord-328181-b2o05j3j 151 10 the the DT cord-328181-b2o05j3j 151 11 2D 2d NN cord-328181-b2o05j3j 151 12 torus torus NN cord-328181-b2o05j3j 151 13 after after IN cord-328181-b2o05j3j 151 14 exhausting exhaust VBG cord-328181-b2o05j3j 151 15 their -PRON- PRP$ cord-328181-b2o05j3j 151 16 dwell dwell NN cord-328181-b2o05j3j 151 17 time time NN cord-328181-b2o05j3j 151 18 per per IN cord-328181-b2o05j3j 151 19 location location NN cord-328181-b2o05j3j 151 20 . . . cord-328181-b2o05j3j 152 1 All all DT cord-328181-b2o05j3j 152 2 agents agent NNS cord-328181-b2o05j3j 152 3 posses posse VBZ cord-328181-b2o05j3j 152 4 an an DT cord-328181-b2o05j3j 152 5 internal internal JJ cord-328181-b2o05j3j 152 6 state state NN cord-328181-b2o05j3j 152 7 σ σ NN cord-328181-b2o05j3j 153 1 that that IN cord-328181-b2o05j3j 153 2 stores store NNS cord-328181-b2o05j3j 153 3 information information NN cord-328181-b2o05j3j 153 4 relevant relevant JJ cord-328181-b2o05j3j 153 5 to to IN cord-328181-b2o05j3j 153 6 the the DT cord-328181-b2o05j3j 153 7 disease disease NN cord-328181-b2o05j3j 153 8 , , , cord-328181-b2o05j3j 153 9 its -PRON- PRP$ cord-328181-b2o05j3j 153 10 economic economic JJ cord-328181-b2o05j3j 153 11 aspects aspect NNS cord-328181-b2o05j3j 153 12 and and CC cord-328181-b2o05j3j 153 13 various various JJ cord-328181-b2o05j3j 153 14 control control NN cord-328181-b2o05j3j 153 15 structures structure NNS cord-328181-b2o05j3j 153 16 . . . cord-328181-b2o05j3j 154 1 Their -PRON- PRP$ cord-328181-b2o05j3j 154 2 motion motion NN cord-328181-b2o05j3j 154 3 is be VBZ cord-328181-b2o05j3j 154 4 driven drive VBN cord-328181-b2o05j3j 154 5 by by IN cord-328181-b2o05j3j 154 6 a a DT cord-328181-b2o05j3j 154 7 random random JJ cord-328181-b2o05j3j 154 8 walk walk NN cord-328181-b2o05j3j 154 9 within within IN cord-328181-b2o05j3j 154 10 their -PRON- PRP$ cord-328181-b2o05j3j 154 11 Moore Moore NNP cord-328181-b2o05j3j 154 12 neighborhood neighborhood NN cord-328181-b2o05j3j 154 13 , , , cord-328181-b2o05j3j 154 14 unless unless IN cord-328181-b2o05j3j 154 15 their -PRON- PRP$ cord-328181-b2o05j3j 154 16 state state NN cord-328181-b2o05j3j 154 17 has have VBZ cord-328181-b2o05j3j 154 18 been be VBN cord-328181-b2o05j3j 154 19 set set VBN cord-328181-b2o05j3j 154 20 to to IN cord-328181-b2o05j3j 154 21 isolation isolation NN cord-328181-b2o05j3j 154 22 . . . cord-328181-b2o05j3j 155 1 Isolation isolation NN cord-328181-b2o05j3j 155 2 means mean VBZ cord-328181-b2o05j3j 155 3 not not RB cord-328181-b2o05j3j 155 4 moving move VBG cord-328181-b2o05j3j 155 5 across across IN cord-328181-b2o05j3j 155 6 the the DT cord-328181-b2o05j3j 155 7 space space NN cord-328181-b2o05j3j 155 8 regardless regardless RB cord-328181-b2o05j3j 155 9 of of IN cord-328181-b2o05j3j 155 10 dwell dwell NN cord-328181-b2o05j3j 155 11 times time NNS cord-328181-b2o05j3j 155 12 . . . cord-328181-b2o05j3j 156 1 More More JJR cord-328181-b2o05j3j 156 2 than than IN cord-328181-b2o05j3j 156 3 one one CD cord-328181-b2o05j3j 156 4 agent agent NN cord-328181-b2o05j3j 156 5 can can MD cord-328181-b2o05j3j 156 6 inhabit inhabit VB cord-328181-b2o05j3j 156 7 one one CD cord-328181-b2o05j3j 156 8 lattice lattice NN cord-328181-b2o05j3j 156 9 site site NN cord-328181-b2o05j3j 156 10 , , , cord-328181-b2o05j3j 156 11 which which WDT cord-328181-b2o05j3j 156 12 forms form VBZ cord-328181-b2o05j3j 156 13 the the DT cord-328181-b2o05j3j 156 14 basis basis NN cord-328181-b2o05j3j 156 15 for for IN cord-328181-b2o05j3j 156 16 determining determine VBG cord-328181-b2o05j3j 156 17 when when WRB cord-328181-b2o05j3j 156 18 a a DT cord-328181-b2o05j3j 156 19 susceptible susceptible JJ cord-328181-b2o05j3j 156 20 agent agent NN cord-328181-b2o05j3j 156 21 becomes become VBZ cord-328181-b2o05j3j 156 22 exposed expose VBN cord-328181-b2o05j3j 156 23 and and CC cord-328181-b2o05j3j 156 24 the the DT cord-328181-b2o05j3j 156 25 infectious infectious JJ cord-328181-b2o05j3j 156 26 cycle cycle NN cord-328181-b2o05j3j 156 27 8 8 CD cord-328181-b2o05j3j 156 28 . . . cord-328181-b2o05j3j 157 1 CC CC NNP cord-328181-b2o05j3j 157 2 - - HYPH cord-328181-b2o05j3j 157 3 BY BY NNP cord-328181-b2o05j3j 157 4 - - HYPH cord-328181-b2o05j3j 157 5 ND ND NNP cord-328181-b2o05j3j 157 6 4.0 4.0 CD cord-328181-b2o05j3j 157 7 International international JJ cord-328181-b2o05j3j 157 8 license license NN cord-328181-b2o05j3j 158 1 It -PRON- PRP cord-328181-b2o05j3j 158 2 is be VBZ cord-328181-b2o05j3j 158 3 made make VBN cord-328181-b2o05j3j 158 4 available available JJ cord-328181-b2o05j3j 158 5 under under IN cord-328181-b2o05j3j 158 6 a a DT cord-328181-b2o05j3j 159 1 is be VBZ cord-328181-b2o05j3j 159 2 the the DT cord-328181-b2o05j3j 159 3 author author NN cord-328181-b2o05j3j 159 4 / / SYM cord-328181-b2o05j3j 159 5 funder funder NN cord-328181-b2o05j3j 159 6 , , , cord-328181-b2o05j3j 159 7 who who WP cord-328181-b2o05j3j 159 8 has have VBZ cord-328181-b2o05j3j 159 9 granted grant VBN cord-328181-b2o05j3j 159 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 159 11 a a DT cord-328181-b2o05j3j 159 12 license license NN cord-328181-b2o05j3j 159 13 to to TO cord-328181-b2o05j3j 159 14 display display VB cord-328181-b2o05j3j 159 15 the the DT cord-328181-b2o05j3j 159 16 preprint preprint NN cord-328181-b2o05j3j 159 17 in in IN cord-328181-b2o05j3j 159 18 perpetuity perpetuity NN cord-328181-b2o05j3j 159 19 . . . cord-328181-b2o05j3j 160 1 The the DT cord-328181-b2o05j3j 160 2 copyright copyright NN cord-328181-b2o05j3j 160 3 holder holder NN cord-328181-b2o05j3j 160 4 for for IN cord-328181-b2o05j3j 160 5 this this DT cord-328181-b2o05j3j 160 6 preprint preprint NN cord-328181-b2o05j3j 160 7 this this DT cord-328181-b2o05j3j 160 8 version version NN cord-328181-b2o05j3j 160 9 posted post VBN cord-328181-b2o05j3j 160 10 July July NNP cord-328181-b2o05j3j 160 11 25 25 CD cord-328181-b2o05j3j 160 12 , , , cord-328181-b2o05j3j 160 13 2020 2020 CD cord-328181-b2o05j3j 160 14 . . . cord-328181-b2o05j3j 160 15 . . . cord-328181-b2o05j3j 161 1 starts start VBZ cord-328181-b2o05j3j 161 2 . . . cord-328181-b2o05j3j 162 1 Prior prior RB cord-328181-b2o05j3j 162 2 to to IN cord-328181-b2o05j3j 162 3 performing perform VBG cord-328181-b2o05j3j 162 4 stage stage NN cord-328181-b2o05j3j 162 5 - - HYPH cord-328181-b2o05j3j 162 6 dependent dependent JJ cord-328181-b2o05j3j 162 7 computations computation NNS cord-328181-b2o05j3j 162 8 from from IN cord-328181-b2o05j3j 162 9 the the DT cord-328181-b2o05j3j 162 10 disease disease NN cord-328181-b2o05j3j 162 11 perspective perspective NN cord-328181-b2o05j3j 162 12 , , , cord-328181-b2o05j3j 162 13 agents agent NNS cord-328181-b2o05j3j 162 14 compute compute VBP cord-328181-b2o05j3j 162 15 the the DT cord-328181-b2o05j3j 162 16 consequences consequence NNS cord-328181-b2o05j3j 162 17 of of IN cord-328181-b2o05j3j 162 18 policy policy NN cord-328181-b2o05j3j 162 19 measures measure NNS cord-328181-b2o05j3j 162 20 and and CC cord-328181-b2o05j3j 162 21 adjust adjust VB cord-328181-b2o05j3j 162 22 various various JJ cord-328181-b2o05j3j 162 23 elements element NNS cord-328181-b2o05j3j 162 24 of of IN cord-328181-b2o05j3j 162 25 their -PRON- PRP$ cord-328181-b2o05j3j 162 26 internal internal JJ cord-328181-b2o05j3j 162 27 states state NNS cord-328181-b2o05j3j 162 28 relevant relevant JJ cord-328181-b2o05j3j 162 29 to to IN cord-328181-b2o05j3j 162 30 epidemiological epidemiological JJ cord-328181-b2o05j3j 162 31 and and CC cord-328181-b2o05j3j 162 32 economic economic JJ cord-328181-b2o05j3j 162 33 actions action NNS cord-328181-b2o05j3j 162 34 to to TO cord-328181-b2o05j3j 162 35 follow follow VB cord-328181-b2o05j3j 162 36 . . . cord-328181-b2o05j3j 163 1 Our -PRON- PRP$ cord-328181-b2o05j3j 163 2 model model NN cord-328181-b2o05j3j 163 3 departs depart VBZ cord-328181-b2o05j3j 163 4 from from IN cord-328181-b2o05j3j 163 5 the the DT cord-328181-b2o05j3j 163 6 usual usual JJ cord-328181-b2o05j3j 163 7 compartments compartment NNS cord-328181-b2o05j3j 163 8 of of IN cord-328181-b2o05j3j 163 9 the the DT cord-328181-b2o05j3j 163 10 SIR SIR NNP cord-328181-b2o05j3j 163 11 and and CC cord-328181-b2o05j3j 163 12 extends extend VBZ cord-328181-b2o05j3j 163 13 it -PRON- PRP cord-328181-b2o05j3j 163 14 in in IN cord-328181-b2o05j3j 163 15 order order NN cord-328181-b2o05j3j 163 16 to to TO cord-328181-b2o05j3j 163 17 account account VB cord-328181-b2o05j3j 163 18 for for IN cord-328181-b2o05j3j 163 19 a a DT cord-328181-b2o05j3j 163 20 more more RBR cord-328181-b2o05j3j 163 21 fine fine JJ cord-328181-b2o05j3j 163 22 grained grained JJ cord-328181-b2o05j3j 163 23 variety variety NN cord-328181-b2o05j3j 163 24 of of IN cord-328181-b2o05j3j 163 25 significant significant JJ cord-328181-b2o05j3j 163 26 infection infection NN cord-328181-b2o05j3j 163 27 stages stage NNS cord-328181-b2o05j3j 163 28 . . . cord-328181-b2o05j3j 164 1 Agent agent NN cord-328181-b2o05j3j 164 2 disease disease NN cord-328181-b2o05j3j 164 3 states state NNS cord-328181-b2o05j3j 164 4 are be VBP cord-328181-b2o05j3j 164 5 as as IN cord-328181-b2o05j3j 164 6 follows follow VBZ cord-328181-b2o05j3j 164 7 : : : cord-328181-b2o05j3j 165 1 Susceptible susceptible JJ cord-328181-b2o05j3j 165 2 All all DT cord-328181-b2o05j3j 165 3 agents agent NNS cord-328181-b2o05j3j 165 4 ( ( -LRB- cord-328181-b2o05j3j 165 5 except except IN cord-328181-b2o05j3j 165 6 those those DT cord-328181-b2o05j3j 165 7 marked mark VBN cord-328181-b2o05j3j 165 8 as as IN cord-328181-b2o05j3j 165 9 initially initially RB cord-328181-b2o05j3j 165 10 exposed expose VBN cord-328181-b2o05j3j 165 11 ) ) -RRB- cord-328181-b2o05j3j 165 12 start start VB cord-328181-b2o05j3j 165 13 as as IN cord-328181-b2o05j3j 165 14 the the DT cord-328181-b2o05j3j 165 15 susceptible susceptible JJ cord-328181-b2o05j3j 165 16 population population NN cord-328181-b2o05j3j 165 17 . . . cord-328181-b2o05j3j 166 1 When when WRB cord-328181-b2o05j3j 166 2 susceptible susceptible JJ cord-328181-b2o05j3j 166 3 agents agent NNS cord-328181-b2o05j3j 166 4 share share VBP cord-328181-b2o05j3j 166 5 the the DT cord-328181-b2o05j3j 166 6 same same JJ cord-328181-b2o05j3j 166 7 lattice lattice NN cord-328181-b2o05j3j 166 8 site site NN cord-328181-b2o05j3j 166 9 , , , cord-328181-b2o05j3j 166 10 these these DT cord-328181-b2o05j3j 166 11 may may MD cord-328181-b2o05j3j 166 12 come come VB cord-328181-b2o05j3j 166 13 in in IN cord-328181-b2o05j3j 166 14 contact contact NN cord-328181-b2o05j3j 166 15 with with IN cord-328181-b2o05j3j 166 16 other other JJ cord-328181-b2o05j3j 166 17 exposed expose VBN cord-328181-b2o05j3j 166 18 , , , cord-328181-b2o05j3j 166 19 symptomatic symptomatic JJ cord-328181-b2o05j3j 166 20 ( ( -LRB- cord-328181-b2o05j3j 166 21 i.e. i.e. FW cord-328181-b2o05j3j 166 22 due due IN cord-328181-b2o05j3j 166 23 to to IN cord-328181-b2o05j3j 166 24 voluntary voluntary JJ cord-328181-b2o05j3j 166 25 or or CC cord-328181-b2o05j3j 166 26 involuntary involuntary JJ cord-328181-b2o05j3j 166 27 breaking breaking NN cord-328181-b2o05j3j 166 28 of of IN cord-328181-b2o05j3j 166 29 quarantine quarantine NN cord-328181-b2o05j3j 166 30 with with IN cord-328181-b2o05j3j 166 31 probability probability NN cord-328181-b2o05j3j 166 32 1 1 CD cord-328181-b2o05j3j 166 33 − − NN cord-328181-b2o05j3j 166 34 P p NN cord-328181-b2o05j3j 166 35 isoeff isoeff NN cord-328181-b2o05j3j 166 36 ) ) -RRB- cord-328181-b2o05j3j 166 37 or or CC cord-328181-b2o05j3j 166 38 undetected undetected JJ cord-328181-b2o05j3j 166 39 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 166 40 agents agent NNS cord-328181-b2o05j3j 166 41 . . . cord-328181-b2o05j3j 167 1 If if IN cord-328181-b2o05j3j 167 2 at at RB cord-328181-b2o05j3j 167 3 least least RBS cord-328181-b2o05j3j 167 4 one one CD cord-328181-b2o05j3j 167 5 agent agent NN cord-328181-b2o05j3j 167 6 is be VBZ cord-328181-b2o05j3j 167 7 infectious infectious JJ cord-328181-b2o05j3j 167 8 , , , cord-328181-b2o05j3j 167 9 the the DT cord-328181-b2o05j3j 167 10 agent agent NN cord-328181-b2o05j3j 167 11 changes change VBZ cord-328181-b2o05j3j 167 12 its -PRON- PRP$ cord-328181-b2o05j3j 167 13 state state NN cord-328181-b2o05j3j 167 14 σ σ NN cord-328181-b2o05j3j 167 15 to to IN cord-328181-b2o05j3j 167 16 exposed expose VBN cord-328181-b2o05j3j 167 17 as as IN cord-328181-b2o05j3j 167 18 dictated dictate VBN cord-328181-b2o05j3j 167 19 by by IN cord-328181-b2o05j3j 167 20 Bernoulli(σ Bernoulli(σ NNP cord-328181-b2o05j3j 167 21 , , , cord-328181-b2o05j3j 167 22 P p NN cord-328181-b2o05j3j 167 23 cont cont NN cord-328181-b2o05j3j 167 24 ) ) -RRB- cord-328181-b2o05j3j 167 25 . . . cord-328181-b2o05j3j 168 1 Unless unless IN cord-328181-b2o05j3j 168 2 quarantined quarantine VBN cord-328181-b2o05j3j 168 3 due due IN cord-328181-b2o05j3j 168 4 to to IN cord-328181-b2o05j3j 168 5 a a DT cord-328181-b2o05j3j 168 6 policy policy NN cord-328181-b2o05j3j 168 7 measure measure NN cord-328181-b2o05j3j 168 8 , , , cord-328181-b2o05j3j 168 9 susceptible susceptible JJ cord-328181-b2o05j3j 168 10 agents agent NNS cord-328181-b2o05j3j 168 11 move move VBP cord-328181-b2o05j3j 168 12 freely freely RB cord-328181-b2o05j3j 168 13 across across IN cord-328181-b2o05j3j 168 14 the the DT cord-328181-b2o05j3j 168 15 lattice lattice NN cord-328181-b2o05j3j 168 16 . . . cord-328181-b2o05j3j 169 1 Exposed expose VBN cord-328181-b2o05j3j 169 2 In in IN cord-328181-b2o05j3j 169 3 the the DT cord-328181-b2o05j3j 169 4 absence absence NN cord-328181-b2o05j3j 169 5 of of IN cord-328181-b2o05j3j 169 6 any any DT cord-328181-b2o05j3j 169 7 policy policy NN cord-328181-b2o05j3j 169 8 measures measure NNS cord-328181-b2o05j3j 169 9 impacting impact VBG cord-328181-b2o05j3j 169 10 exposed expose VBN cord-328181-b2o05j3j 169 11 agents agent NNS cord-328181-b2o05j3j 169 12 , , , cord-328181-b2o05j3j 169 13 these these DT cord-328181-b2o05j3j 169 14 continue continue VBP cord-328181-b2o05j3j 169 15 to to TO cord-328181-b2o05j3j 169 16 explore explore VB cord-328181-b2o05j3j 169 17 lattice lattice NN cord-328181-b2o05j3j 169 18 sites site NNS cord-328181-b2o05j3j 169 19 until until IN cord-328181-b2o05j3j 169 20 their -PRON- PRP$ cord-328181-b2o05j3j 169 21 incubation incubation NN cord-328181-b2o05j3j 169 22 period period NN cord-328181-b2o05j3j 169 23 given give VBN cord-328181-b2o05j3j 169 24 by by IN cord-328181-b2o05j3j 169 25 Poisson(x Poisson(x NNP cord-328181-b2o05j3j 169 26 , , , cord-328181-b2o05j3j 169 27 λ λ NN cord-328181-b2o05j3j 169 28 = = SYM cord-328181-b2o05j3j 169 29 τ τ NN cord-328181-b2o05j3j 169 30 incb incb NNP cord-328181-b2o05j3j 169 31 ) ) -RRB- cord-328181-b2o05j3j 169 32 is be VBZ cord-328181-b2o05j3j 169 33 exhausted exhaust VBN cord-328181-b2o05j3j 169 34 . . . cord-328181-b2o05j3j 170 1 At at IN cord-328181-b2o05j3j 170 2 that that DT cord-328181-b2o05j3j 170 3 time time NN cord-328181-b2o05j3j 170 4 , , , cord-328181-b2o05j3j 170 5 agents agent NNS cord-328181-b2o05j3j 170 6 become become VBP cord-328181-b2o05j3j 170 7 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 170 8 as as IN cord-328181-b2o05j3j 170 9 dictated dictate VBN cord-328181-b2o05j3j 170 10 by by IN cord-328181-b2o05j3j 170 11 Bernoulli(σ Bernoulli(σ NNP cord-328181-b2o05j3j 170 12 , , , cord-328181-b2o05j3j 170 13 p p NNP cord-328181-b2o05j3j 170 14 asym asym NN cord-328181-b2o05j3j 170 15 ) ) -RRB- cord-328181-b2o05j3j 170 16 or or CC cord-328181-b2o05j3j 170 17 symptomatic symptomatic JJ cord-328181-b2o05j3j 170 18 detected detect VBN cord-328181-b2o05j3j 170 19 , , , cord-328181-b2o05j3j 170 20 otherwise otherwise RB cord-328181-b2o05j3j 170 21 . . . cord-328181-b2o05j3j 171 1 Asymptomatic asymptomatic JJ cord-328181-b2o05j3j 171 2 Asymptomatic asymptomatic JJ cord-328181-b2o05j3j 171 3 agents agent NNS cord-328181-b2o05j3j 171 4 continue continue VBP cord-328181-b2o05j3j 171 5 moving move VBG cord-328181-b2o05j3j 171 6 through through IN cord-328181-b2o05j3j 171 7 the the DT cord-328181-b2o05j3j 171 8 space space NN cord-328181-b2o05j3j 171 9 and and CC cord-328181-b2o05j3j 171 10 remain remain VBP cord-328181-b2o05j3j 171 11 infectious infectious JJ cord-328181-b2o05j3j 171 12 until until IN cord-328181-b2o05j3j 171 13 the the DT cord-328181-b2o05j3j 171 14 recovery recovery NN cord-328181-b2o05j3j 171 15 period period NN cord-328181-b2o05j3j 171 16 given give VBN cord-328181-b2o05j3j 171 17 by by IN cord-328181-b2o05j3j 171 18 Poisson(x Poisson(x NNP cord-328181-b2o05j3j 171 19 , , , cord-328181-b2o05j3j 171 20 λ λ NN cord-328181-b2o05j3j 171 21 = = SYM cord-328181-b2o05j3j 171 22 τ τ NN cord-328181-b2o05j3j 171 23 recv recv NN cord-328181-b2o05j3j 171 24 ) ) -RRB- cord-328181-b2o05j3j 171 25 is be VBZ cord-328181-b2o05j3j 171 26 exhausted exhaust VBN cord-328181-b2o05j3j 171 27 . . . cord-328181-b2o05j3j 172 1 At at IN cord-328181-b2o05j3j 172 2 that that DT cord-328181-b2o05j3j 172 3 point point NN cord-328181-b2o05j3j 172 4 , , , cord-328181-b2o05j3j 172 5 the the DT cord-328181-b2o05j3j 172 6 agent agent NN cord-328181-b2o05j3j 172 7 enters enter VBZ cord-328181-b2o05j3j 172 8 the the DT cord-328181-b2o05j3j 172 9 population population NN cord-328181-b2o05j3j 172 10 of of IN cord-328181-b2o05j3j 172 11 those those DT cord-328181-b2o05j3j 172 12 recovered recover VBN cord-328181-b2o05j3j 172 13 . . . cord-328181-b2o05j3j 173 1 Symptomatic symptomatic JJ cord-328181-b2o05j3j 173 2 When when WRB cord-328181-b2o05j3j 173 3 an an DT cord-328181-b2o05j3j 173 4 agent agent NN cord-328181-b2o05j3j 173 5 becomes become VBZ cord-328181-b2o05j3j 173 6 symptomatic symptomatic JJ cord-328181-b2o05j3j 173 7 , , , cord-328181-b2o05j3j 173 8 it -PRON- PRP cord-328181-b2o05j3j 173 9 is be VBZ cord-328181-b2o05j3j 173 10 immediately immediately RB cord-328181-b2o05j3j 173 11 marked mark VBN cord-328181-b2o05j3j 173 12 as as IN cord-328181-b2o05j3j 173 13 detected detect VBN cord-328181-b2o05j3j 173 14 and and CC cord-328181-b2o05j3j 173 15 quarantined quarantine VBN cord-328181-b2o05j3j 173 16 . . . cord-328181-b2o05j3j 174 1 Regardless regardless RB cord-328181-b2o05j3j 174 2 of of IN cord-328181-b2o05j3j 174 3 stringency stringency NN cord-328181-b2o05j3j 174 4 of of IN cord-328181-b2o05j3j 174 5 testing test VBG cord-328181-b2o05j3j 174 6 policies policy NNS cord-328181-b2o05j3j 174 7 , , , cord-328181-b2o05j3j 174 8 the the DT cord-328181-b2o05j3j 174 9 definition definition NN cord-328181-b2o05j3j 174 10 of of IN cord-328181-b2o05j3j 174 11 confirmed confirm VBN cord-328181-b2o05j3j 174 12 case case NN cord-328181-b2o05j3j 174 13 depends depend VBZ cord-328181-b2o05j3j 174 14 at at IN cord-328181-b2o05j3j 174 15 the the DT cord-328181-b2o05j3j 174 16 minimum minimum NN cord-328181-b2o05j3j 174 17 on on IN cord-328181-b2o05j3j 174 18 being be VBG cord-328181-b2o05j3j 174 19 both both CC cord-328181-b2o05j3j 174 20 symptomatic symptomatic JJ cord-328181-b2o05j3j 174 21 and and CC cord-328181-b2o05j3j 174 22 a a DT cord-328181-b2o05j3j 174 23 positive positive JJ cord-328181-b2o05j3j 174 24 identification identification NN cord-328181-b2o05j3j 174 25 via via IN cord-328181-b2o05j3j 174 26 some some DT cord-328181-b2o05j3j 174 27 form form NN cord-328181-b2o05j3j 174 28 of of IN cord-328181-b2o05j3j 174 29 testing testing NN cord-328181-b2o05j3j 174 30 ( ( -LRB- cord-328181-b2o05j3j 174 31 i.e. i.e. FW cord-328181-b2o05j3j 174 32 RT RT NNP cord-328181-b2o05j3j 174 33 - - HYPH cord-328181-b2o05j3j 174 34 PCR PCR NNP cord-328181-b2o05j3j 174 35 qualitative qualitative JJ cord-328181-b2o05j3j 174 36 or or CC cord-328181-b2o05j3j 174 37 quantitative quantitative JJ cord-328181-b2o05j3j 174 38 , , , cord-328181-b2o05j3j 174 39 serological serological JJ cord-328181-b2o05j3j 174 40 [ [ -LRB- cord-328181-b2o05j3j 174 41 91 91 CD cord-328181-b2o05j3j 174 42 ] ] -RRB- cord-328181-b2o05j3j 174 43 ) ) -RRB- cord-328181-b2o05j3j 174 44 . . . cord-328181-b2o05j3j 175 1 Symptomatic symptomatic JJ cord-328181-b2o05j3j 175 2 agents agent NNS cord-328181-b2o05j3j 175 3 follow follow VBP cord-328181-b2o05j3j 175 4 two two CD cord-328181-b2o05j3j 175 5 possible possible JJ cord-328181-b2o05j3j 175 6 trajectories trajectory NNS cord-328181-b2o05j3j 175 7 . . . cord-328181-b2o05j3j 176 1 In in IN cord-328181-b2o05j3j 176 2 the the DT cord-328181-b2o05j3j 176 3 first first JJ cord-328181-b2o05j3j 176 4 one one CD cord-328181-b2o05j3j 176 5 , , , cord-328181-b2o05j3j 176 6 agents agent NNS cord-328181-b2o05j3j 176 7 convalesce convalesce VBP cord-328181-b2o05j3j 176 8 without without IN cord-328181-b2o05j3j 176 9 becoming become VBG cord-328181-b2o05j3j 176 10 severe severe JJ cord-328181-b2o05j3j 176 11 until until IN cord-328181-b2o05j3j 176 12 their -PRON- PRP$ cord-328181-b2o05j3j 176 13 recovery recovery NN cord-328181-b2o05j3j 176 14 time time NN cord-328181-b2o05j3j 176 15 is be VBZ cord-328181-b2o05j3j 176 16 exhausted exhaust VBN cord-328181-b2o05j3j 176 17 an an DT cord-328181-b2o05j3j 176 18 recuperate recuperate NN cord-328181-b2o05j3j 176 19 . . . cord-328181-b2o05j3j 177 1 In in IN cord-328181-b2o05j3j 177 2 the the DT cord-328181-b2o05j3j 177 3 second second JJ cord-328181-b2o05j3j 177 4 one one NN cord-328181-b2o05j3j 177 5 , , , cord-328181-b2o05j3j 177 6 agents agent NNS cord-328181-b2o05j3j 177 7 become become VBP cord-328181-b2o05j3j 177 8 severe severe JJ cord-328181-b2o05j3j 177 9 as as IN cord-328181-b2o05j3j 177 10 dictated dictate VBN cord-328181-b2o05j3j 177 11 by by IN cord-328181-b2o05j3j 177 12 Bernoulli(σ Bernoulli(σ NNP cord-328181-b2o05j3j 177 13 , , , cord-328181-b2o05j3j 177 14 p p NN cord-328181-b2o05j3j 177 15 sev sev NNP cord-328181-b2o05j3j 177 16 ) ) -RRB- cord-328181-b2o05j3j 177 17 . . . cord-328181-b2o05j3j 178 1 In in IN cord-328181-b2o05j3j 178 2 terms term NNS cord-328181-b2o05j3j 178 3 of of IN cord-328181-b2o05j3j 178 4 the the DT cord-328181-b2o05j3j 178 5 impact impact NN cord-328181-b2o05j3j 178 6 of of IN cord-328181-b2o05j3j 178 7 saturation saturation NN cord-328181-b2o05j3j 178 8 of of IN cord-328181-b2o05j3j 178 9 health health NN cord-328181-b2o05j3j 178 10 care care NN cord-328181-b2o05j3j 178 11 services service NNS cord-328181-b2o05j3j 178 12 , , , cord-328181-b2o05j3j 178 13 research research NN cord-328181-b2o05j3j 178 14 is be VBZ cord-328181-b2o05j3j 178 15 needed need VBN cord-328181-b2o05j3j 178 16 to to TO cord-328181-b2o05j3j 178 17 determine determine VB cord-328181-b2o05j3j 178 18 lethality lethality NN cord-328181-b2o05j3j 178 19 of of IN cord-328181-b2o05j3j 178 20 patients patient NNS cord-328181-b2o05j3j 178 21 outside outside IN cord-328181-b2o05j3j 178 22 hospitals hospital NNS cord-328181-b2o05j3j 178 23 and and CC cord-328181-b2o05j3j 178 24 other other JJ cord-328181-b2o05j3j 178 25 facilities facility NNS cord-328181-b2o05j3j 178 26 . . . cord-328181-b2o05j3j 179 1 However however RB cord-328181-b2o05j3j 179 2 , , , cord-328181-b2o05j3j 179 3 using use VBG cord-328181-b2o05j3j 179 4 existing exist VBG cord-328181-b2o05j3j 179 5 ethical ethical JJ cord-328181-b2o05j3j 179 6 guidelines guideline NNS cord-328181-b2o05j3j 179 7 that that WDT cord-328181-b2o05j3j 179 8 provide provide VBP cord-328181-b2o05j3j 179 9 heuristics heuristic NNS cord-328181-b2o05j3j 179 10 of of IN cord-328181-b2o05j3j 179 11 fair fair JJ cord-328181-b2o05j3j 179 12 resource resource NN cord-328181-b2o05j3j 179 13 allocation allocation NN cord-328181-b2o05j3j 179 14 for for IN cord-328181-b2o05j3j 179 15 beds bed NNS cord-328181-b2o05j3j 179 16 and and CC cord-328181-b2o05j3j 179 17 ventilator ventilator NN cord-328181-b2o05j3j 179 18 equipment equipment NN cord-328181-b2o05j3j 179 19 [ [ -LRB- cord-328181-b2o05j3j 179 20 39 39 CD cord-328181-b2o05j3j 179 21 ] ] -RRB- cord-328181-b2o05j3j 179 22 as as IN cord-328181-b2o05j3j 179 23 a a DT cord-328181-b2o05j3j 179 24 proxy proxy NN cord-328181-b2o05j3j 179 25 , , , cord-328181-b2o05j3j 179 26 we -PRON- PRP cord-328181-b2o05j3j 179 27 estimate estimate VBP cord-328181-b2o05j3j 179 28 that that IN cord-328181-b2o05j3j 179 29 lethality lethality NN cord-328181-b2o05j3j 179 30 increases increase NNS cord-328181-b2o05j3j 179 31 ( ( -LRB- cord-328181-b2o05j3j 179 32 conservatively conservatively RB cord-328181-b2o05j3j 179 33 ) ) -RRB- cord-328181-b2o05j3j 179 34 by by IN cord-328181-b2o05j3j 179 35 at at IN cord-328181-b2o05j3j 179 36 least least JJS cord-328181-b2o05j3j 179 37 a a DT cord-328181-b2o05j3j 179 38 factor factor NN cord-328181-b2o05j3j 179 39 of of IN cord-328181-b2o05j3j 179 40 5 5 CD cord-328181-b2o05j3j 179 41 . . . cord-328181-b2o05j3j 180 1 Asymptomatic asymptomatic JJ cord-328181-b2o05j3j 180 2 Detected detect VBD cord-328181-b2o05j3j 180 3 Asymptomatic asymptomatic JJ cord-328181-b2o05j3j 180 4 agents agent NNS cord-328181-b2o05j3j 180 5 detected detect VBN cord-328181-b2o05j3j 180 6 by by IN cord-328181-b2o05j3j 180 7 some some DT cord-328181-b2o05j3j 180 8 widespread widespread JJ cord-328181-b2o05j3j 180 9 systematic systematic JJ cord-328181-b2o05j3j 180 10 testing testing NN cord-328181-b2o05j3j 180 11 strategy strategy NN cord-328181-b2o05j3j 180 12 are be VBP cord-328181-b2o05j3j 180 13 immediately immediately RB cord-328181-b2o05j3j 180 14 quarantined quarantine VBN cord-328181-b2o05j3j 180 15 in in IN cord-328181-b2o05j3j 180 16 place place NN cord-328181-b2o05j3j 180 17 , , , cord-328181-b2o05j3j 180 18 and and CC cord-328181-b2o05j3j 180 19 wait wait VB cord-328181-b2o05j3j 180 20 until until IN cord-328181-b2o05j3j 180 21 their -PRON- PRP$ cord-328181-b2o05j3j 180 22 recovery recovery NN cord-328181-b2o05j3j 180 23 time time NN cord-328181-b2o05j3j 180 24 is be VBZ cord-328181-b2o05j3j 180 25 exhausted exhaust VBN cord-328181-b2o05j3j 180 26 . . . cord-328181-b2o05j3j 181 1 At at IN cord-328181-b2o05j3j 181 2 that that DT cord-328181-b2o05j3j 181 3 point point NN cord-328181-b2o05j3j 181 4 , , , cord-328181-b2o05j3j 181 5 they -PRON- PRP cord-328181-b2o05j3j 181 6 join join VBP cord-328181-b2o05j3j 181 7 the the DT cord-328181-b2o05j3j 181 8 population population NN cord-328181-b2o05j3j 181 9 of of IN cord-328181-b2o05j3j 181 10 recovered recover VBN cord-328181-b2o05j3j 181 11 agents agent NNS cord-328181-b2o05j3j 181 12 . . . cord-328181-b2o05j3j 181 13 . . . cord-328181-b2o05j3j 182 1 CC CC NNP cord-328181-b2o05j3j 182 2 - - HYPH cord-328181-b2o05j3j 182 3 BY BY NNP cord-328181-b2o05j3j 182 4 - - HYPH cord-328181-b2o05j3j 182 5 ND ND NNP cord-328181-b2o05j3j 182 6 4.0 4.0 CD cord-328181-b2o05j3j 182 7 International international JJ cord-328181-b2o05j3j 182 8 license license NN cord-328181-b2o05j3j 183 1 It -PRON- PRP cord-328181-b2o05j3j 183 2 is be VBZ cord-328181-b2o05j3j 183 3 made make VBN cord-328181-b2o05j3j 183 4 available available JJ cord-328181-b2o05j3j 183 5 under under IN cord-328181-b2o05j3j 183 6 a a DT cord-328181-b2o05j3j 184 1 is be VBZ cord-328181-b2o05j3j 184 2 the the DT cord-328181-b2o05j3j 184 3 author author NN cord-328181-b2o05j3j 184 4 / / SYM cord-328181-b2o05j3j 184 5 funder funder NN cord-328181-b2o05j3j 184 6 , , , cord-328181-b2o05j3j 184 7 who who WP cord-328181-b2o05j3j 184 8 has have VBZ cord-328181-b2o05j3j 184 9 granted grant VBN cord-328181-b2o05j3j 184 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 184 11 a a DT cord-328181-b2o05j3j 184 12 license license NN cord-328181-b2o05j3j 184 13 to to TO cord-328181-b2o05j3j 184 14 display display VB cord-328181-b2o05j3j 184 15 the the DT cord-328181-b2o05j3j 184 16 preprint preprint NN cord-328181-b2o05j3j 184 17 in in IN cord-328181-b2o05j3j 184 18 perpetuity perpetuity NN cord-328181-b2o05j3j 184 19 . . . cord-328181-b2o05j3j 185 1 The the DT cord-328181-b2o05j3j 185 2 copyright copyright NN cord-328181-b2o05j3j 185 3 holder holder NN cord-328181-b2o05j3j 185 4 for for IN cord-328181-b2o05j3j 185 5 this this DT cord-328181-b2o05j3j 185 6 preprint preprint NN cord-328181-b2o05j3j 185 7 this this DT cord-328181-b2o05j3j 185 8 version version NN cord-328181-b2o05j3j 185 9 posted post VBN cord-328181-b2o05j3j 185 10 July July NNP cord-328181-b2o05j3j 185 11 25 25 CD cord-328181-b2o05j3j 185 12 , , , cord-328181-b2o05j3j 185 13 2020 2020 CD cord-328181-b2o05j3j 185 14 . . . cord-328181-b2o05j3j 185 15 . . . cord-328181-b2o05j3j 186 1 Severe severe JJ cord-328181-b2o05j3j 186 2 Agents Agents NNPS cord-328181-b2o05j3j 186 3 that that WDT cord-328181-b2o05j3j 186 4 enter enter VBP cord-328181-b2o05j3j 186 5 the the DT cord-328181-b2o05j3j 186 6 severe severe JJ cord-328181-b2o05j3j 186 7 stage stage NN cord-328181-b2o05j3j 186 8 represent represent VBP cord-328181-b2o05j3j 186 9 patients patient NNS cord-328181-b2o05j3j 186 10 that that WDT cord-328181-b2o05j3j 186 11 require require VBP cord-328181-b2o05j3j 186 12 some some DT cord-328181-b2o05j3j 186 13 form form NN cord-328181-b2o05j3j 186 14 of of IN cord-328181-b2o05j3j 186 15 hospitalization hospitalization NN cord-328181-b2o05j3j 186 16 , , , cord-328181-b2o05j3j 186 17 and and CC cord-328181-b2o05j3j 186 18 for for IN cord-328181-b2o05j3j 186 19 some some DT cord-328181-b2o05j3j 186 20 of of IN cord-328181-b2o05j3j 186 21 them -PRON- PRP cord-328181-b2o05j3j 186 22 , , , cord-328181-b2o05j3j 186 23 use use NN cord-328181-b2o05j3j 186 24 of of IN cord-328181-b2o05j3j 186 25 mechanical mechanical JJ cord-328181-b2o05j3j 186 26 ventilators ventilator NNS cord-328181-b2o05j3j 186 27 ; ; : cord-328181-b2o05j3j 186 28 these these DT cord-328181-b2o05j3j 186 29 remain remain VBP cord-328181-b2o05j3j 186 30 under under IN cord-328181-b2o05j3j 186 31 perfect perfect JJ cord-328181-b2o05j3j 186 32 quarantine quarantine NN cord-328181-b2o05j3j 186 33 . . . cord-328181-b2o05j3j 187 1 Lethality lethality NN cord-328181-b2o05j3j 187 2 , , , cord-328181-b2o05j3j 187 3 computed compute VBN cord-328181-b2o05j3j 187 4 per per IN cord-328181-b2o05j3j 187 5 age age NN cord-328181-b2o05j3j 187 6 and and CC cord-328181-b2o05j3j 187 7 sex sex NN cord-328181-b2o05j3j 187 8 population population NN cord-328181-b2o05j3j 187 9 structures structure NNS cord-328181-b2o05j3j 187 10 as as IN cord-328181-b2o05j3j 187 11 p p NN cord-328181-b2o05j3j 187 12 f f NN cord-328181-b2o05j3j 187 13 = = NN cord-328181-b2o05j3j 187 14 p p NN cord-328181-b2o05j3j 187 15 age age NN cord-328181-b2o05j3j 187 16 f f NN cord-328181-b2o05j3j 187 17 · · NFP cord-328181-b2o05j3j 187 18 p p NN cord-328181-b2o05j3j 187 19 sex sex NN cord-328181-b2o05j3j 187 20 f f NN cord-328181-b2o05j3j 187 21 is be VBZ cord-328181-b2o05j3j 187 22 used use VBN cord-328181-b2o05j3j 187 23 to to TO cord-328181-b2o05j3j 187 24 determine determine VB cord-328181-b2o05j3j 187 25 whether whether IN cord-328181-b2o05j3j 187 26 a a DT cord-328181-b2o05j3j 187 27 severe severe JJ cord-328181-b2o05j3j 187 28 agent agent NN cord-328181-b2o05j3j 187 29 becomes become VBZ cord-328181-b2o05j3j 187 30 a a DT cord-328181-b2o05j3j 187 31 fatality fatality NN cord-328181-b2o05j3j 187 32 as as IN cord-328181-b2o05j3j 187 33 given give VBN cord-328181-b2o05j3j 187 34 by by IN cord-328181-b2o05j3j 187 35 Bernoulli(σ Bernoulli(σ NNP cord-328181-b2o05j3j 187 36 , , , cord-328181-b2o05j3j 187 37 p p NN cord-328181-b2o05j3j 187 38 f f NNP cord-328181-b2o05j3j 187 39 ) ) -RRB- cord-328181-b2o05j3j 187 40 . . . cord-328181-b2o05j3j 188 1 Agents agent NNS cord-328181-b2o05j3j 188 2 , , , cord-328181-b2o05j3j 188 3 on on IN cord-328181-b2o05j3j 188 4 the the DT cord-328181-b2o05j3j 188 5 other other JJ cord-328181-b2o05j3j 188 6 hand hand NN cord-328181-b2o05j3j 188 7 , , , cord-328181-b2o05j3j 188 8 may may MD cord-328181-b2o05j3j 188 9 survive survive VB cord-328181-b2o05j3j 188 10 until until IN cord-328181-b2o05j3j 188 11 recovery recovery NN cord-328181-b2o05j3j 188 12 . . . cord-328181-b2o05j3j 189 1 Recovered recover VBN cord-328181-b2o05j3j 189 2 Agents agent NNS cord-328181-b2o05j3j 189 3 that that WDT cord-328181-b2o05j3j 189 4 have have VBP cord-328181-b2o05j3j 189 5 recovered recover VBN cord-328181-b2o05j3j 189 6 leave leave VB cord-328181-b2o05j3j 189 7 quarantine quarantine NN cord-328181-b2o05j3j 189 8 and and CC cord-328181-b2o05j3j 189 9 move move VB cord-328181-b2o05j3j 189 10 again again RB cord-328181-b2o05j3j 189 11 freely freely RB cord-328181-b2o05j3j 189 12 across across IN cord-328181-b2o05j3j 189 13 the the DT cord-328181-b2o05j3j 189 14 lattice lattice NN cord-328181-b2o05j3j 189 15 . . . cord-328181-b2o05j3j 190 1 Our -PRON- PRP$ cord-328181-b2o05j3j 190 2 model model NN cord-328181-b2o05j3j 190 3 does do VBZ cord-328181-b2o05j3j 190 4 not not RB cord-328181-b2o05j3j 190 5 consider consider VB cord-328181-b2o05j3j 190 6 the the DT cord-328181-b2o05j3j 190 7 probability probability NN cord-328181-b2o05j3j 190 8 of of IN cord-328181-b2o05j3j 190 9 re re NN cord-328181-b2o05j3j 190 10 - - NN cord-328181-b2o05j3j 190 11 infection infection NN cord-328181-b2o05j3j 190 12 , , , cord-328181-b2o05j3j 190 13 but but CC cord-328181-b2o05j3j 190 14 this this DT cord-328181-b2o05j3j 190 15 may may MD cord-328181-b2o05j3j 190 16 need need VB cord-328181-b2o05j3j 190 17 to to TO cord-328181-b2o05j3j 190 18 be be VB cord-328181-b2o05j3j 190 19 included include VBN cord-328181-b2o05j3j 190 20 in in IN cord-328181-b2o05j3j 190 21 the the DT cord-328181-b2o05j3j 190 22 future future NN cord-328181-b2o05j3j 190 23 [ [ -LRB- cord-328181-b2o05j3j 190 24 92 92 CD cord-328181-b2o05j3j 190 25 ] ] -RRB- cord-328181-b2o05j3j 190 26 . . . cord-328181-b2o05j3j 191 1 At at IN cord-328181-b2o05j3j 191 2 the the DT cord-328181-b2o05j3j 191 3 moment moment NN cord-328181-b2o05j3j 191 4 of of IN cord-328181-b2o05j3j 191 5 writing writing NN cord-328181-b2o05j3j 191 6 , , , cord-328181-b2o05j3j 191 7 this this DT cord-328181-b2o05j3j 191 8 aspect aspect NN cord-328181-b2o05j3j 191 9 of of IN cord-328181-b2o05j3j 191 10 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 191 11 remains remain VBZ cord-328181-b2o05j3j 191 12 speculative speculative JJ cord-328181-b2o05j3j 191 13 and and CC cord-328181-b2o05j3j 191 14 uncertain uncertain JJ cord-328181-b2o05j3j 191 15 for for IN cord-328181-b2o05j3j 191 16 human human JJ cord-328181-b2o05j3j 191 17 patients patient NNS cord-328181-b2o05j3j 191 18 [ [ -LRB- cord-328181-b2o05j3j 191 19 34 34 CD cord-328181-b2o05j3j 191 20 , , , cord-328181-b2o05j3j 191 21 90 90 CD cord-328181-b2o05j3j 191 22 , , , cord-328181-b2o05j3j 191 23 115 115 CD cord-328181-b2o05j3j 191 24 ] ] -RRB- cord-328181-b2o05j3j 191 25 despite despite IN cord-328181-b2o05j3j 191 26 encouraging encourage VBG cord-328181-b2o05j3j 191 27 evidence evidence NN cord-328181-b2o05j3j 191 28 obtained obtain VBN cord-328181-b2o05j3j 191 29 from from IN cord-328181-b2o05j3j 191 30 experiments experiment NNS cord-328181-b2o05j3j 191 31 using use VBG cord-328181-b2o05j3j 191 32 rhesus rhesus NN cord-328181-b2o05j3j 191 33 macaques macaque NNS cord-328181-b2o05j3j 191 34 [ [ -LRB- cord-328181-b2o05j3j 191 35 14 14 CD cord-328181-b2o05j3j 191 36 ] ] -RRB- cord-328181-b2o05j3j 191 37 . . . cord-328181-b2o05j3j 192 1 Deceased deceased JJ cord-328181-b2o05j3j 192 2 Agent Agent NNP cord-328181-b2o05j3j 192 3 that that WDT cord-328181-b2o05j3j 192 4 count count NN cord-328181-b2o05j3j 192 5 as as IN cord-328181-b2o05j3j 192 6 fatalities fatality NNS cord-328181-b2o05j3j 192 7 do do VBP cord-328181-b2o05j3j 192 8 not not RB cord-328181-b2o05j3j 192 9 interact interact VB cord-328181-b2o05j3j 192 10 with with IN cord-328181-b2o05j3j 192 11 other other JJ cord-328181-b2o05j3j 192 12 agents agent NNS cord-328181-b2o05j3j 192 13 or or CC cord-328181-b2o05j3j 192 14 undergo undergo VB cord-328181-b2o05j3j 192 15 any any DT cord-328181-b2o05j3j 192 16 further further JJ cord-328181-b2o05j3j 192 17 epidemiological epidemiological JJ cord-328181-b2o05j3j 192 18 significant significant JJ cord-328181-b2o05j3j 192 19 events event NNS cord-328181-b2o05j3j 192 20 until until IN cord-328181-b2o05j3j 192 21 the the DT cord-328181-b2o05j3j 192 22 end end NN cord-328181-b2o05j3j 192 23 of of IN cord-328181-b2o05j3j 192 24 the the DT cord-328181-b2o05j3j 192 25 simulation simulation NN cord-328181-b2o05j3j 192 26 . . . cord-328181-b2o05j3j 193 1 In in IN cord-328181-b2o05j3j 193 2 order order NN cord-328181-b2o05j3j 193 3 to to TO cord-328181-b2o05j3j 193 4 increase increase VB cord-328181-b2o05j3j 193 5 model model NN cord-328181-b2o05j3j 193 6 realism realism NN cord-328181-b2o05j3j 193 7 , , , cord-328181-b2o05j3j 193 8 we -PRON- PRP cord-328181-b2o05j3j 193 9 consider consider VBP cord-328181-b2o05j3j 193 10 the the DT cord-328181-b2o05j3j 193 11 effect effect NN cord-328181-b2o05j3j 193 12 of of IN cord-328181-b2o05j3j 193 13 inbound inbound JJ cord-328181-b2o05j3j 193 14 infectious infectious JJ cord-328181-b2o05j3j 193 15 cases case NNS cord-328181-b2o05j3j 193 16 of of IN cord-328181-b2o05j3j 193 17 two two CD cord-328181-b2o05j3j 193 18 sorts sort NNS cord-328181-b2o05j3j 193 19 : : : cord-328181-b2o05j3j 193 20 people people NNS cord-328181-b2o05j3j 193 21 that that WDT cord-328181-b2o05j3j 193 22 live live VBP cord-328181-b2o05j3j 193 23 within within IN cord-328181-b2o05j3j 193 24 the the DT cord-328181-b2o05j3j 193 25 community community NN cord-328181-b2o05j3j 193 26 but but CC cord-328181-b2o05j3j 193 27 have have VBP cord-328181-b2o05j3j 193 28 to to TO cord-328181-b2o05j3j 193 29 travel travel VB cord-328181-b2o05j3j 193 30 and and CC cord-328181-b2o05j3j 193 31 work work VB cord-328181-b2o05j3j 193 32 outside outside RB cord-328181-b2o05j3j 193 33 of of IN cord-328181-b2o05j3j 193 34 it -PRON- PRP cord-328181-b2o05j3j 193 35 in in IN cord-328181-b2o05j3j 193 36 a a DT cord-328181-b2o05j3j 193 37 steady steady JJ cord-328181-b2o05j3j 193 38 stream stream NN cord-328181-b2o05j3j 193 39 daily daily RB cord-328181-b2o05j3j 193 40 that that WDT cord-328181-b2o05j3j 193 41 maintains maintain VBZ cord-328181-b2o05j3j 193 42 the the DT cord-328181-b2o05j3j 193 43 overall overall JJ cord-328181-b2o05j3j 193 44 population population NN cord-328181-b2o05j3j 193 45 density density NN cord-328181-b2o05j3j 193 46 stable stable JJ cord-328181-b2o05j3j 193 47 , , , cord-328181-b2o05j3j 193 48 and and CC cord-328181-b2o05j3j 193 49 people people NNS cord-328181-b2o05j3j 193 50 that that WDT cord-328181-b2o05j3j 193 51 move move VBP cord-328181-b2o05j3j 193 52 seasonally seasonally RB cord-328181-b2o05j3j 193 53 within within IN cord-328181-b2o05j3j 193 54 the the DT cord-328181-b2o05j3j 193 55 community community NN cord-328181-b2o05j3j 193 56 , , , cord-328181-b2o05j3j 193 57 potentially potentially RB cord-328181-b2o05j3j 193 58 bringing bring VBG cord-328181-b2o05j3j 193 59 in in RP cord-328181-b2o05j3j 193 60 more more JJR cord-328181-b2o05j3j 193 61 cases case NNS cord-328181-b2o05j3j 193 62 that that WDT cord-328181-b2o05j3j 193 63 have have VBP cord-328181-b2o05j3j 193 64 a a DT cord-328181-b2o05j3j 193 65 different different JJ cord-328181-b2o05j3j 193 66 viral viral JJ cord-328181-b2o05j3j 193 67 load load NN cord-328181-b2o05j3j 193 68 . . . cord-328181-b2o05j3j 194 1 This this DT cord-328181-b2o05j3j 194 2 last last JJ cord-328181-b2o05j3j 194 3 case case NN cord-328181-b2o05j3j 194 4 describes describe VBZ cord-328181-b2o05j3j 194 5 , , , cord-328181-b2o05j3j 194 6 for for IN cord-328181-b2o05j3j 194 7 example example NN cord-328181-b2o05j3j 194 8 , , , cord-328181-b2o05j3j 194 9 the the DT cord-328181-b2o05j3j 194 10 opening opening NN cord-328181-b2o05j3j 194 11 of of IN cord-328181-b2o05j3j 194 12 university university NN cord-328181-b2o05j3j 194 13 campuses campus NNS cord-328181-b2o05j3j 194 14 for for IN cord-328181-b2o05j3j 194 15 instruction instruction NN cord-328181-b2o05j3j 194 16 where where WRB cord-328181-b2o05j3j 194 17 several several JJ cord-328181-b2o05j3j 194 18 people people NNS cord-328181-b2o05j3j 194 19 relocate relocate VBP cord-328181-b2o05j3j 194 20 to to TO cord-328181-b2o05j3j 194 21 adjacent adjacent JJ cord-328181-b2o05j3j 194 22 towns town NNS cord-328181-b2o05j3j 194 23 . . . cord-328181-b2o05j3j 195 1 For for IN cord-328181-b2o05j3j 195 2 the the DT cord-328181-b2o05j3j 195 3 first first JJ cord-328181-b2o05j3j 195 4 situation situation NN cord-328181-b2o05j3j 195 5 , , , cord-328181-b2o05j3j 195 6 the the DT cord-328181-b2o05j3j 195 7 model model NN cord-328181-b2o05j3j 195 8 includes include VBZ cord-328181-b2o05j3j 195 9 the the DT cord-328181-b2o05j3j 195 10 probability probability NN cord-328181-b2o05j3j 195 11 of of IN cord-328181-b2o05j3j 195 12 susceptible susceptible JJ cord-328181-b2o05j3j 195 13 people people NNS cord-328181-b2o05j3j 195 14 becoming become VBG cord-328181-b2o05j3j 195 15 infected infect VBN cord-328181-b2o05j3j 195 16 with with IN cord-328181-b2o05j3j 195 17 a a DT cord-328181-b2o05j3j 195 18 daily daily JJ cord-328181-b2o05j3j 195 19 rate rate NN cord-328181-b2o05j3j 195 20 that that WDT cord-328181-b2o05j3j 195 21 determines determine VBZ cord-328181-b2o05j3j 195 22 the the DT cord-328181-b2o05j3j 195 23 infectious infectious JJ cord-328181-b2o05j3j 195 24 stage stage NN cord-328181-b2o05j3j 195 25 depending depend VBG cord-328181-b2o05j3j 195 26 on on IN cord-328181-b2o05j3j 195 27 Bernoulli(x Bernoulli(x NNP cord-328181-b2o05j3j 195 28 , , , cord-328181-b2o05j3j 195 29 r r NNP cord-328181-b2o05j3j 195 30 ibnd ibnd NNP cord-328181-b2o05j3j 195 31 ) ) -RRB- cord-328181-b2o05j3j 195 32 . . . cord-328181-b2o05j3j 196 1 In in IN cord-328181-b2o05j3j 196 2 the the DT cord-328181-b2o05j3j 196 3 second second JJ cord-328181-b2o05j3j 196 4 type type NN cord-328181-b2o05j3j 196 5 of of IN cord-328181-b2o05j3j 196 6 infectious infectious JJ cord-328181-b2o05j3j 196 7 cases case NNS cord-328181-b2o05j3j 196 8 , , , cord-328181-b2o05j3j 196 9 at at IN cord-328181-b2o05j3j 196 10 time time NN cord-328181-b2o05j3j 196 11 T T NNP cord-328181-b2o05j3j 196 12 mass mass NN cord-328181-b2o05j3j 197 1 a a DT cord-328181-b2o05j3j 197 2 proportion proportion NN cord-328181-b2o05j3j 197 3 p p NN cord-328181-b2o05j3j 197 4 mass mass NN cord-328181-b2o05j3j 197 5 of of IN cord-328181-b2o05j3j 197 6 the the DT cord-328181-b2o05j3j 197 7 current current JJ cord-328181-b2o05j3j 197 8 population population NN cord-328181-b2o05j3j 197 9 will will MD cord-328181-b2o05j3j 197 10 enter enter VB cord-328181-b2o05j3j 197 11 the the DT cord-328181-b2o05j3j 197 12 simulation simulation NN cord-328181-b2o05j3j 197 13 space space NN cord-328181-b2o05j3j 197 14 during during IN cord-328181-b2o05j3j 197 15 a a DT cord-328181-b2o05j3j 197 16 time time NN cord-328181-b2o05j3j 197 17 period period NN cord-328181-b2o05j3j 197 18 τ τ NN cord-328181-b2o05j3j 197 19 mass mass NN cord-328181-b2o05j3j 197 20 with with IN cord-328181-b2o05j3j 197 21 a a DT cord-328181-b2o05j3j 197 22 probability probability NN cord-328181-b2o05j3j 197 23 of of IN cord-328181-b2o05j3j 197 24 being be VBG cord-328181-b2o05j3j 197 25 in in IN cord-328181-b2o05j3j 197 26 the the DT cord-328181-b2o05j3j 197 27 exposed expose VBN cord-328181-b2o05j3j 197 28 state state NN cord-328181-b2o05j3j 197 29 of of IN cord-328181-b2o05j3j 197 30 P p NN cord-328181-b2o05j3j 197 31 mass mass NN cord-328181-b2o05j3j 197 32 . . . cord-328181-b2o05j3j 198 1 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 198 2 has have VBZ cord-328181-b2o05j3j 198 3 forced force VBN cord-328181-b2o05j3j 198 4 a a DT cord-328181-b2o05j3j 198 5 frantic frantic JJ cord-328181-b2o05j3j 198 6 search search NN cord-328181-b2o05j3j 198 7 for for IN cord-328181-b2o05j3j 198 8 public public JJ cord-328181-b2o05j3j 198 9 policy policy NN cord-328181-b2o05j3j 198 10 measure measure NN cord-328181-b2o05j3j 198 11 combinations combination NNS cord-328181-b2o05j3j 198 12 capable capable JJ cord-328181-b2o05j3j 198 13 of of IN cord-328181-b2o05j3j 198 14 containing contain VBG cord-328181-b2o05j3j 198 15 viral viral JJ cord-328181-b2o05j3j 198 16 transmission transmission NN cord-328181-b2o05j3j 198 17 , , , cord-328181-b2o05j3j 198 18 and and CC cord-328181-b2o05j3j 198 19 ideally ideally RB cord-328181-b2o05j3j 198 20 quelling quell VBG cord-328181-b2o05j3j 198 21 its -PRON- PRP$ cord-328181-b2o05j3j 198 22 progression progression NN cord-328181-b2o05j3j 198 23 altogether altogether RB cord-328181-b2o05j3j 198 24 [ [ -LRB- cord-328181-b2o05j3j 198 25 13 13 CD cord-328181-b2o05j3j 198 26 , , , cord-328181-b2o05j3j 198 27 42 42 CD cord-328181-b2o05j3j 198 28 , , , cord-328181-b2o05j3j 198 29 47 47 CD cord-328181-b2o05j3j 198 30 , , , cord-328181-b2o05j3j 198 31 56 56 CD cord-328181-b2o05j3j 198 32 , , , cord-328181-b2o05j3j 198 33 67 67 CD cord-328181-b2o05j3j 198 34 , , , cord-328181-b2o05j3j 198 35 71 71 CD cord-328181-b2o05j3j 198 36 , , , cord-328181-b2o05j3j 198 37 89 89 CD cord-328181-b2o05j3j 198 38 , , , cord-328181-b2o05j3j 198 39 99 99 CD cord-328181-b2o05j3j 198 40 , , , cord-328181-b2o05j3j 198 41 106 106 CD cord-328181-b2o05j3j 198 42 , , , cord-328181-b2o05j3j 198 43 115 115 CD cord-328181-b2o05j3j 198 44 , , , cord-328181-b2o05j3j 198 45 116 116 CD cord-328181-b2o05j3j 198 46 , , , cord-328181-b2o05j3j 198 47 120 120 CD cord-328181-b2o05j3j 198 48 ] ] -RRB- cord-328181-b2o05j3j 198 49 . . . cord-328181-b2o05j3j 199 1 All all DT cord-328181-b2o05j3j 199 2 measures measure NNS cord-328181-b2o05j3j 199 3 reviewed review VBN cord-328181-b2o05j3j 199 4 and and CC cord-328181-b2o05j3j 199 5 emerging emerge VBG cord-328181-b2o05j3j 199 6 across across IN cord-328181-b2o05j3j 199 7 literature literature NN cord-328181-b2o05j3j 199 8 roughly roughly RB cord-328181-b2o05j3j 199 9 belong belong VBP cord-328181-b2o05j3j 199 10 to to IN cord-328181-b2o05j3j 199 11 four four CD cord-328181-b2o05j3j 199 12 main main JJ cord-328181-b2o05j3j 199 13 classes class NNS cord-328181-b2o05j3j 199 14 of of IN cord-328181-b2o05j3j 199 15 measures measure NNS cord-328181-b2o05j3j 199 16 : : : cord-328181-b2o05j3j 199 17 1 1 LS cord-328181-b2o05j3j 199 18 ) ) -RRB- cord-328181-b2o05j3j 199 19 those those DT cord-328181-b2o05j3j 199 20 that that WDT cord-328181-b2o05j3j 199 21 aim aim VBP cord-328181-b2o05j3j 199 22 to to TO cord-328181-b2o05j3j 199 23 reduce reduce VB cord-328181-b2o05j3j 199 24 at at IN cord-328181-b2o05j3j 199 25 any any DT cord-328181-b2o05j3j 199 26 instant instant NN cord-328181-b2o05j3j 199 27 the the DT cord-328181-b2o05j3j 199 28 density density NN cord-328181-b2o05j3j 199 29 of of IN cord-328181-b2o05j3j 199 30 individuals individual NNS cord-328181-b2o05j3j 199 31 at at IN cord-328181-b2o05j3j 199 32 locations location NNS cord-328181-b2o05j3j 199 33 with with IN cord-328181-b2o05j3j 199 34 potentially potentially RB cord-328181-b2o05j3j 199 35 high high JJ cord-328181-b2o05j3j 199 36 concentration concentration NN cord-328181-b2o05j3j 199 37 of of IN cord-328181-b2o05j3j 199 38 people people NNS cord-328181-b2o05j3j 199 39 by by IN cord-328181-b2o05j3j 199 40 means mean NNS cord-328181-b2o05j3j 199 41 of of IN cord-328181-b2o05j3j 199 42 imposed impose VBN cord-328181-b2o05j3j 199 43 self self NN cord-328181-b2o05j3j 199 44 - - HYPH cord-328181-b2o05j3j 199 45 isolation isolation NN cord-328181-b2o05j3j 199 46 of of IN cord-328181-b2o05j3j 199 47 non non JJ cord-328181-b2o05j3j 199 48 - - JJ cord-328181-b2o05j3j 199 49 essential essential JJ cord-328181-b2o05j3j 199 50 workers worker NNS cord-328181-b2o05j3j 199 51 and and CC cord-328181-b2o05j3j 199 52 cancellation cancellation NN cord-328181-b2o05j3j 199 53 of of IN cord-328181-b2o05j3j 199 54 activities activity NNS cord-328181-b2o05j3j 199 55 involving involve VBG cord-328181-b2o05j3j 199 56 massive massive JJ cord-328181-b2o05j3j 199 57 amounts amount NNS cord-328181-b2o05j3j 199 58 of of IN cord-328181-b2o05j3j 199 59 people people NNS cord-328181-b2o05j3j 199 60 , , , cord-328181-b2o05j3j 199 61 2 2 LS cord-328181-b2o05j3j 199 62 ) ) -RRB- cord-328181-b2o05j3j 199 63 those those DT cord-328181-b2o05j3j 199 64 that that WDT cord-328181-b2o05j3j 199 65 reduce reduce VBP cord-328181-b2o05j3j 199 66 the the DT cord-328181-b2o05j3j 199 67 likelihood likelihood NN cord-328181-b2o05j3j 199 68 of of IN cord-328181-b2o05j3j 199 69 viral viral JJ cord-328181-b2o05j3j 199 70 exposure exposure NN cord-328181-b2o05j3j 199 71 for for IN cord-328181-b2o05j3j 199 72 those those DT cord-328181-b2o05j3j 199 73 qualified qualified JJ cord-328181-b2o05j3j 199 74 as as IN cord-328181-b2o05j3j 199 75 essential essential JJ cord-328181-b2o05j3j 199 76 workers worker NNS cord-328181-b2o05j3j 199 77 for for IN cord-328181-b2o05j3j 199 78 whom whom WP cord-328181-b2o05j3j 199 79 close close JJ cord-328181-b2o05j3j 199 80 social social JJ cord-328181-b2o05j3j 199 81 interactions interaction NNS cord-328181-b2o05j3j 199 82 are be VBP cord-328181-b2o05j3j 199 83 inescapable inescapable JJ cord-328181-b2o05j3j 199 84 , , , cord-328181-b2o05j3j 199 85 3 3 LS cord-328181-b2o05j3j 199 86 ) ) -RRB- cord-328181-b2o05j3j 199 87 those those DT cord-328181-b2o05j3j 199 88 intended intend VBN cord-328181-b2o05j3j 199 89 to to TO cord-328181-b2o05j3j 199 90 detect detect VB cord-328181-b2o05j3j 199 91 and and CC cord-328181-b2o05j3j 199 92 isolate isolate VB cord-328181-b2o05j3j 199 93 positive positive JJ cord-328181-b2o05j3j 199 94 virus virus NN cord-328181-b2o05j3j 199 95 carriers carrier NNS cord-328181-b2o05j3j 199 96 through through IN cord-328181-b2o05j3j 199 97 application application NN cord-328181-b2o05j3j 199 98 of of IN cord-328181-b2o05j3j 199 99 molecular molecular JJ cord-328181-b2o05j3j 199 100 or or CC cord-328181-b2o05j3j 199 101 serological serological JJ cord-328181-b2o05j3j 199 102 testing testing NN cord-328181-b2o05j3j 199 103 and and CC cord-328181-b2o05j3j 199 104 4 4 LS cord-328181-b2o05j3j 199 105 ) ) -RRB- cord-328181-b2o05j3j 199 106 those those DT cord-328181-b2o05j3j 199 107 that that WDT cord-328181-b2o05j3j 199 108 seek seek VBP cord-328181-b2o05j3j 199 109 to to TO cord-328181-b2o05j3j 199 110 reconstruct reconstruct VB cord-328181-b2o05j3j 199 111 interaction interaction NN cord-328181-b2o05j3j 199 112 histories history NNS cord-328181-b2o05j3j 199 113 in in IN cord-328181-b2o05j3j 199 114 which which WDT cord-328181-b2o05j3j 199 115 a a DT cord-328181-b2o05j3j 199 116 positive positive JJ cord-328181-b2o05j3j 199 117 infectious infectious JJ cord-328181-b2o05j3j 199 118 patient patient NN cord-328181-b2o05j3j 199 119 may may MD cord-328181-b2o05j3j 199 120 have have VB cord-328181-b2o05j3j 199 121 had have VBN cord-328181-b2o05j3j 199 122 an an DT cord-328181-b2o05j3j 199 123 active active JJ cord-328181-b2o05j3j 199 124 role role NN cord-328181-b2o05j3j 199 125 in in IN cord-328181-b2o05j3j 199 126 unknowingly unknowingly RB cord-328181-b2o05j3j 199 127 spreading spread VBG cord-328181-b2o05j3j 199 128 the the DT cord-328181-b2o05j3j 199 129 disease disease NN cord-328181-b2o05j3j 199 130 . . . cord-328181-b2o05j3j 200 1 It -PRON- PRP cord-328181-b2o05j3j 200 2 has have VBZ cord-328181-b2o05j3j 200 3 become become VBN cord-328181-b2o05j3j 200 4 increasingly increasingly RB cord-328181-b2o05j3j 200 5 clear clear JJ cord-328181-b2o05j3j 200 6 that that IN cord-328181-b2o05j3j 200 7 these these DT cord-328181-b2o05j3j 200 8 measures measure NNS cord-328181-b2o05j3j 200 9 are be VBP cord-328181-b2o05j3j 200 10 essential essential JJ cord-328181-b2o05j3j 200 11 yet yet RB cord-328181-b2o05j3j 200 12 hard hard JJ cord-328181-b2o05j3j 200 13 to to TO cord-328181-b2o05j3j 200 14 sustain sustain VB cord-328181-b2o05j3j 200 15 for for IN cord-328181-b2o05j3j 200 16 long long JJ cord-328181-b2o05j3j 200 17 periods period NNS cord-328181-b2o05j3j 200 18 of of IN cord-328181-b2o05j3j 200 19 time time NN cord-328181-b2o05j3j 200 20 . . . cord-328181-b2o05j3j 201 1 On on IN cord-328181-b2o05j3j 201 2 the the DT cord-328181-b2o05j3j 201 3 one one CD cord-328181-b2o05j3j 201 4 hand hand NN cord-328181-b2o05j3j 201 5 , , , cord-328181-b2o05j3j 201 6 various various JJ cord-328181-b2o05j3j 201 7 degrees degree NNS cord-328181-b2o05j3j 201 8 of of IN cord-328181-b2o05j3j 201 9 negative negative JJ cord-328181-b2o05j3j 201 10 psychological psychological JJ cord-328181-b2o05j3j 201 11 impact impact NN cord-328181-b2o05j3j 201 12 have have VBP cord-328181-b2o05j3j 201 13 10 10 CD cord-328181-b2o05j3j 201 14 . . . cord-328181-b2o05j3j 202 1 CC CC NNP cord-328181-b2o05j3j 202 2 - - HYPH cord-328181-b2o05j3j 202 3 BY BY NNP cord-328181-b2o05j3j 202 4 - - HYPH cord-328181-b2o05j3j 202 5 ND ND NNP cord-328181-b2o05j3j 202 6 4.0 4.0 CD cord-328181-b2o05j3j 202 7 International international JJ cord-328181-b2o05j3j 202 8 license license NN cord-328181-b2o05j3j 203 1 It -PRON- PRP cord-328181-b2o05j3j 203 2 is be VBZ cord-328181-b2o05j3j 203 3 made make VBN cord-328181-b2o05j3j 203 4 available available JJ cord-328181-b2o05j3j 203 5 under under IN cord-328181-b2o05j3j 203 6 a a DT cord-328181-b2o05j3j 204 1 is be VBZ cord-328181-b2o05j3j 204 2 the the DT cord-328181-b2o05j3j 204 3 author author NN cord-328181-b2o05j3j 204 4 / / SYM cord-328181-b2o05j3j 204 5 funder funder NN cord-328181-b2o05j3j 204 6 , , , cord-328181-b2o05j3j 204 7 who who WP cord-328181-b2o05j3j 204 8 has have VBZ cord-328181-b2o05j3j 204 9 granted grant VBN cord-328181-b2o05j3j 204 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 204 11 a a DT cord-328181-b2o05j3j 204 12 license license NN cord-328181-b2o05j3j 204 13 to to TO cord-328181-b2o05j3j 204 14 display display VB cord-328181-b2o05j3j 204 15 the the DT cord-328181-b2o05j3j 204 16 preprint preprint NN cord-328181-b2o05j3j 204 17 in in IN cord-328181-b2o05j3j 204 18 perpetuity perpetuity NN cord-328181-b2o05j3j 204 19 . . . cord-328181-b2o05j3j 205 1 The the DT cord-328181-b2o05j3j 205 2 copyright copyright NN cord-328181-b2o05j3j 205 3 holder holder NN cord-328181-b2o05j3j 205 4 for for IN cord-328181-b2o05j3j 205 5 this this DT cord-328181-b2o05j3j 205 6 preprint preprint NN cord-328181-b2o05j3j 205 7 this this DT cord-328181-b2o05j3j 205 8 version version NN cord-328181-b2o05j3j 205 9 posted post VBN cord-328181-b2o05j3j 205 10 July July NNP cord-328181-b2o05j3j 205 11 25 25 CD cord-328181-b2o05j3j 205 12 , , , cord-328181-b2o05j3j 205 13 2020 2020 CD cord-328181-b2o05j3j 205 14 . . . cord-328181-b2o05j3j 205 15 . . . cord-328181-b2o05j3j 206 1 been be VBN cord-328181-b2o05j3j 206 2 recently recently RB cord-328181-b2o05j3j 206 3 reported report VBN cord-328181-b2o05j3j 206 4 [ [ -LRB- cord-328181-b2o05j3j 206 5 31 31 CD cord-328181-b2o05j3j 206 6 ] ] -RRB- cord-328181-b2o05j3j 206 7 , , , cord-328181-b2o05j3j 206 8 in in IN cord-328181-b2o05j3j 206 9 particular particular JJ cord-328181-b2o05j3j 206 10 impacts impact NNS cord-328181-b2o05j3j 206 11 that that WDT cord-328181-b2o05j3j 206 12 decrease decrease VBP cord-328181-b2o05j3j 206 13 adherence adherence NN cord-328181-b2o05j3j 206 14 to to IN cord-328181-b2o05j3j 206 15 public public JJ cord-328181-b2o05j3j 206 16 policy policy NN cord-328181-b2o05j3j 206 17 measures measure NNS cord-328181-b2o05j3j 206 18 [ [ -LRB- cord-328181-b2o05j3j 206 19 59 59 CD cord-328181-b2o05j3j 206 20 ] ] -RRB- cord-328181-b2o05j3j 206 21 which which WDT cord-328181-b2o05j3j 206 22 are be VBP cord-328181-b2o05j3j 206 23 expected expect VBN cord-328181-b2o05j3j 206 24 to to TO cord-328181-b2o05j3j 206 25 naturally naturally RB cord-328181-b2o05j3j 206 26 arise arise VB cord-328181-b2o05j3j 206 27 after after IN cord-328181-b2o05j3j 206 28 periods period NNS cord-328181-b2o05j3j 206 29 of of IN cord-328181-b2o05j3j 206 30 prolonged prolong VBN cord-328181-b2o05j3j 206 31 confinement confinement NN cord-328181-b2o05j3j 206 32 under under IN cord-328181-b2o05j3j 206 33 a a DT cord-328181-b2o05j3j 206 34 collective collective JJ cord-328181-b2o05j3j 206 35 crisis crisis NN cord-328181-b2o05j3j 206 36 ; ; : cord-328181-b2o05j3j 206 37 World World NNP cord-328181-b2o05j3j 206 38 War War NNP cord-328181-b2o05j3j 206 39 II II NNP cord-328181-b2o05j3j 206 40 critics critic NNS cord-328181-b2o05j3j 206 41 of of IN cord-328181-b2o05j3j 206 42 air air NNP cord-328181-b2o05j3j 206 43 raid raid NN cord-328181-b2o05j3j 206 44 shelter shelter NN cord-328181-b2o05j3j 206 45 policies policy NNS cord-328181-b2o05j3j 206 46 constitute constitute VBP cord-328181-b2o05j3j 206 47 a a DT cord-328181-b2o05j3j 206 48 significant significant JJ cord-328181-b2o05j3j 206 49 precedent precedent NN cord-328181-b2o05j3j 206 50 [ [ -LRB- cord-328181-b2o05j3j 206 51 80 80 CD cord-328181-b2o05j3j 206 52 ] ] -RRB- cord-328181-b2o05j3j 206 53 . . . cord-328181-b2o05j3j 207 1 On on IN cord-328181-b2o05j3j 207 2 the the DT cord-328181-b2o05j3j 207 3 hand hand NN cord-328181-b2o05j3j 207 4 , , , cord-328181-b2o05j3j 207 5 mounting mount VBG cord-328181-b2o05j3j 207 6 concerns concern NNS cord-328181-b2o05j3j 207 7 on on IN cord-328181-b2o05j3j 207 8 lasting last VBG cord-328181-b2o05j3j 207 9 economic economic JJ cord-328181-b2o05j3j 207 10 impacts impact NNS cord-328181-b2o05j3j 207 11 [ [ -LRB- cord-328181-b2o05j3j 207 12 76 76 CD cord-328181-b2o05j3j 207 13 , , , cord-328181-b2o05j3j 207 14 83 83 CD cord-328181-b2o05j3j 207 15 ] ] -RRB- cord-328181-b2o05j3j 207 16 materialize materialize VBP cord-328181-b2o05j3j 207 17 the the DT cord-328181-b2o05j3j 207 18 wickedness wickedness NN cord-328181-b2o05j3j 207 19 of of IN cord-328181-b2o05j3j 207 20 the the DT cord-328181-b2o05j3j 207 21 COVID-19 covid-19 JJ cord-328181-b2o05j3j 207 22 pandemic pandemic NN cord-328181-b2o05j3j 207 23 and and CC cord-328181-b2o05j3j 207 24 the the DT cord-328181-b2o05j3j 207 25 cost cost NN cord-328181-b2o05j3j 207 26 of of IN cord-328181-b2o05j3j 207 27 measures measure NNS cord-328181-b2o05j3j 207 28 to to TO cord-328181-b2o05j3j 207 29 address address VB cord-328181-b2o05j3j 207 30 it -PRON- PRP cord-328181-b2o05j3j 207 31 [ [ -LRB- cord-328181-b2o05j3j 207 32 22 22 CD cord-328181-b2o05j3j 207 33 ] ] -RRB- cord-328181-b2o05j3j 207 34 , , , cord-328181-b2o05j3j 207 35 concerns concern NNS cord-328181-b2o05j3j 207 36 that that IN cord-328181-b2o05j3j 207 37 which which WDT cord-328181-b2o05j3j 207 38 include include VBP cord-328181-b2o05j3j 207 39 social social JJ cord-328181-b2o05j3j 207 40 protection protection NN cord-328181-b2o05j3j 207 41 of of IN cord-328181-b2o05j3j 207 42 workers worker NNS cord-328181-b2o05j3j 207 43 [ [ -LRB- cord-328181-b2o05j3j 207 44 44 44 CD cord-328181-b2o05j3j 207 45 ] ] -RRB- cord-328181-b2o05j3j 207 46 , , , cord-328181-b2o05j3j 207 47 the the DT cord-328181-b2o05j3j 207 48 labor labor NN cord-328181-b2o05j3j 207 49 market market NN cord-328181-b2o05j3j 207 50 [ [ -LRB- cord-328181-b2o05j3j 207 51 30 30 CD cord-328181-b2o05j3j 207 52 ] ] -RRB- cord-328181-b2o05j3j 207 53 , , , cord-328181-b2o05j3j 207 54 patterns pattern NNS cord-328181-b2o05j3j 207 55 of of IN cord-328181-b2o05j3j 207 56 work work NN cord-328181-b2o05j3j 207 57 [ [ -LRB- cord-328181-b2o05j3j 207 58 65 65 CD cord-328181-b2o05j3j 207 59 ] ] -RRB- cord-328181-b2o05j3j 207 60 , , , cord-328181-b2o05j3j 207 61 gender gender NN cord-328181-b2o05j3j 207 62 equality equality NN cord-328181-b2o05j3j 207 63 [ [ -LRB- cord-328181-b2o05j3j 207 64 7 7 CD cord-328181-b2o05j3j 207 65 ] ] -RRB- cord-328181-b2o05j3j 207 66 , , , cord-328181-b2o05j3j 207 67 nation nation NN cord-328181-b2o05j3j 207 68 - - HYPH cord-328181-b2o05j3j 207 69 state state NN cord-328181-b2o05j3j 207 70 economics economic NNS cord-328181-b2o05j3j 207 71 [ [ -LRB- cord-328181-b2o05j3j 207 72 74 74 CD cord-328181-b2o05j3j 207 73 ] ] -RRB- cord-328181-b2o05j3j 207 74 , , , cord-328181-b2o05j3j 207 75 and and CC cord-328181-b2o05j3j 207 76 monetary monetary JJ cord-328181-b2o05j3j 207 77 policy policy NN cord-328181-b2o05j3j 207 78 [ [ -LRB- cord-328181-b2o05j3j 207 79 21 21 CD cord-328181-b2o05j3j 207 80 ] ] -RRB- cord-328181-b2o05j3j 207 81 to to TO cord-328181-b2o05j3j 207 82 name name VB cord-328181-b2o05j3j 207 83 a a DT cord-328181-b2o05j3j 207 84 few few JJ cord-328181-b2o05j3j 207 85 . . . cord-328181-b2o05j3j 208 1 Motivated motivate VBN cord-328181-b2o05j3j 208 2 by by IN cord-328181-b2o05j3j 208 3 the the DT cord-328181-b2o05j3j 208 4 latter latter JJ cord-328181-b2o05j3j 208 5 , , , cord-328181-b2o05j3j 208 6 our -PRON- PRP$ cord-328181-b2o05j3j 208 7 work work NN cord-328181-b2o05j3j 208 8 attempts attempt VBZ cord-328181-b2o05j3j 208 9 to to TO cord-328181-b2o05j3j 208 10 model model VB cord-328181-b2o05j3j 208 11 the the DT cord-328181-b2o05j3j 208 12 individual individual JJ cord-328181-b2o05j3j 208 13 variability variability NN cord-328181-b2o05j3j 208 14 expected expect VBN cord-328181-b2o05j3j 208 15 when when WRB cord-328181-b2o05j3j 208 16 these these DT cord-328181-b2o05j3j 208 17 types type NNS cord-328181-b2o05j3j 208 18 of of IN cord-328181-b2o05j3j 208 19 measures measure NNS cord-328181-b2o05j3j 208 20 are be VBP cord-328181-b2o05j3j 208 21 implemented implement VBN cord-328181-b2o05j3j 208 22 , , , cord-328181-b2o05j3j 208 23 their -PRON- PRP$ cord-328181-b2o05j3j 208 24 various various JJ cord-328181-b2o05j3j 208 25 impacts impact NNS cord-328181-b2o05j3j 208 26 in in IN cord-328181-b2o05j3j 208 27 terms term NNS cord-328181-b2o05j3j 208 28 of of IN cord-328181-b2o05j3j 208 29 disease disease NN cord-328181-b2o05j3j 208 30 and and CC cord-328181-b2o05j3j 208 31 economy economy NN cord-328181-b2o05j3j 208 32 collective collective JJ cord-328181-b2o05j3j 208 33 observables observable NNS cord-328181-b2o05j3j 208 34 , , , cord-328181-b2o05j3j 208 35 and and CC cord-328181-b2o05j3j 208 36 the the DT cord-328181-b2o05j3j 208 37 potential potential JJ cord-328181-b2o05j3j 208 38 outcomes outcome NNS cord-328181-b2o05j3j 208 39 of of IN cord-328181-b2o05j3j 208 40 combining combine VBG cord-328181-b2o05j3j 208 41 them -PRON- PRP cord-328181-b2o05j3j 208 42 in in IN cord-328181-b2o05j3j 208 43 various various JJ cord-328181-b2o05j3j 208 44 manners manner NNS cord-328181-b2o05j3j 208 45 . . . cord-328181-b2o05j3j 209 1 We -PRON- PRP cord-328181-b2o05j3j 209 2 note note VBP cord-328181-b2o05j3j 209 3 that that IN cord-328181-b2o05j3j 209 4 societal societal JJ cord-328181-b2o05j3j 209 5 and and CC cord-328181-b2o05j3j 209 6 economic economic JJ cord-328181-b2o05j3j 209 7 impacts impact NNS cord-328181-b2o05j3j 209 8 of of IN cord-328181-b2o05j3j 209 9 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 209 10 differ differ NNS cord-328181-b2o05j3j 209 11 from from IN cord-328181-b2o05j3j 209 12 those those DT cord-328181-b2o05j3j 209 13 in in IN cord-328181-b2o05j3j 209 14 other other JJ cord-328181-b2o05j3j 209 15 pandemics pandemic NNS cord-328181-b2o05j3j 209 16 due due JJ cord-328181-b2o05j3j 209 17 to to IN cord-328181-b2o05j3j 209 18 the the DT cord-328181-b2o05j3j 209 19 tight tight JJ cord-328181-b2o05j3j 209 20 coupling coupling NN cord-328181-b2o05j3j 209 21 of of IN cord-328181-b2o05j3j 209 22 global global JJ cord-328181-b2o05j3j 209 23 events event NNS cord-328181-b2o05j3j 209 24 and and CC cord-328181-b2o05j3j 209 25 the the DT cord-328181-b2o05j3j 209 26 effect effect NN cord-328181-b2o05j3j 209 27 of of IN cord-328181-b2o05j3j 209 28 near near JJ cord-328181-b2o05j3j 209 29 - - HYPH cord-328181-b2o05j3j 209 30 instantaneous instantaneous JJ cord-328181-b2o05j3j 209 31 digital digital JJ cord-328181-b2o05j3j 209 32 communication communication NN cord-328181-b2o05j3j 209 33 . . . cord-328181-b2o05j3j 210 1 We -PRON- PRP cord-328181-b2o05j3j 210 2 are be VBP cord-328181-b2o05j3j 210 3 changing change VBG cord-328181-b2o05j3j 210 4 the the DT cord-328181-b2o05j3j 210 5 pandemic pandemic NN cord-328181-b2o05j3j 210 6 while while IN cord-328181-b2o05j3j 210 7 living live VBG cord-328181-b2o05j3j 210 8 it -PRON- PRP cord-328181-b2o05j3j 210 9 . . . cord-328181-b2o05j3j 211 1 While while IN cord-328181-b2o05j3j 211 2 our -PRON- PRP$ cord-328181-b2o05j3j 211 3 model model NN cord-328181-b2o05j3j 211 4 does do VBZ cord-328181-b2o05j3j 211 5 not not RB cord-328181-b2o05j3j 211 6 provide provide VB cord-328181-b2o05j3j 211 7 mechanisms mechanism NNS cord-328181-b2o05j3j 211 8 to to TO cord-328181-b2o05j3j 211 9 state state VB cord-328181-b2o05j3j 211 10 the the DT cord-328181-b2o05j3j 211 11 associated associate VBN cord-328181-b2o05j3j 211 12 control control NN cord-328181-b2o05j3j 211 13 problem problem NN cord-328181-b2o05j3j 211 14 in in IN cord-328181-b2o05j3j 211 15 cybernetics cybernetic NNS cord-328181-b2o05j3j 211 16 terms term NNS cord-328181-b2o05j3j 211 17 , , , cord-328181-b2o05j3j 211 18 emerging emerge VBG cord-328181-b2o05j3j 211 19 literature literature NN cord-328181-b2o05j3j 211 20 ( ( -LRB- cord-328181-b2o05j3j 211 21 e.g. e.g. NN cord-328181-b2o05j3j 211 22 [ [ -LRB- cord-328181-b2o05j3j 211 23 35 35 CD cord-328181-b2o05j3j 211 24 , , , cord-328181-b2o05j3j 211 25 48 48 CD cord-328181-b2o05j3j 211 26 , , , cord-328181-b2o05j3j 211 27 87 87 CD cord-328181-b2o05j3j 211 28 , , , cord-328181-b2o05j3j 211 29 119 119 CD cord-328181-b2o05j3j 211 30 ] ] -RRB- cord-328181-b2o05j3j 211 31 ) ) -RRB- cord-328181-b2o05j3j 211 32 suggests suggest VBZ cord-328181-b2o05j3j 211 33 that that IN cord-328181-b2o05j3j 211 34 such such JJ cord-328181-b2o05j3j 211 35 approach approach NN cord-328181-b2o05j3j 211 36 may may MD cord-328181-b2o05j3j 211 37 be be VB cord-328181-b2o05j3j 211 38 possible possible JJ cord-328181-b2o05j3j 211 39 , , , cord-328181-b2o05j3j 211 40 and and CC cord-328181-b2o05j3j 211 41 even even RB cord-328181-b2o05j3j 211 42 essential essential JJ cord-328181-b2o05j3j 211 43 to to TO cord-328181-b2o05j3j 211 44 provide provide VB cord-328181-b2o05j3j 211 45 solutions solution NNS cord-328181-b2o05j3j 211 46 that that WDT cord-328181-b2o05j3j 211 47 account account VBP cord-328181-b2o05j3j 211 48 for for IN cord-328181-b2o05j3j 211 49 the the DT cord-328181-b2o05j3j 211 50 complexities complexity NNS cord-328181-b2o05j3j 211 51 involved involve VBN cord-328181-b2o05j3j 211 52 in in IN cord-328181-b2o05j3j 211 53 politically politically RB cord-328181-b2o05j3j 211 54 and and CC cord-328181-b2o05j3j 211 55 socially socially RB cord-328181-b2o05j3j 211 56 driven drive VBN cord-328181-b2o05j3j 211 57 environments environment NNS cord-328181-b2o05j3j 211 58 . . . cord-328181-b2o05j3j 212 1 Self self NN cord-328181-b2o05j3j 212 2 - - HYPH cord-328181-b2o05j3j 212 3 isolation isolation NN cord-328181-b2o05j3j 212 4 in in IN cord-328181-b2o05j3j 212 5 our -PRON- PRP$ cord-328181-b2o05j3j 212 6 model model NN cord-328181-b2o05j3j 212 7 is be VBZ cord-328181-b2o05j3j 212 8 captured capture VBN cord-328181-b2o05j3j 212 9 by by IN cord-328181-b2o05j3j 212 10 establishing establish VBG cord-328181-b2o05j3j 212 11 a a DT cord-328181-b2o05j3j 212 12 period period NN cord-328181-b2o05j3j 212 13 in in IN cord-328181-b2o05j3j 212 14 which which WDT cord-328181-b2o05j3j 212 15 a a DT cord-328181-b2o05j3j 212 16 proportion proportion NN cord-328181-b2o05j3j 212 17 p p NN cord-328181-b2o05j3j 212 18 isol isol NN cord-328181-b2o05j3j 212 19 of of IN cord-328181-b2o05j3j 212 20 agents agent NNS cord-328181-b2o05j3j 212 21 in in IN cord-328181-b2o05j3j 212 22 mobile mobile JJ cord-328181-b2o05j3j 212 23 states state NNS cord-328181-b2o05j3j 212 24 ( ( -LRB- cord-328181-b2o05j3j 212 25 i.e. i.e. FW cord-328181-b2o05j3j 212 26 susceptible susceptible JJ cord-328181-b2o05j3j 212 27 , , , cord-328181-b2o05j3j 212 28 exposed expose VBN cord-328181-b2o05j3j 212 29 , , , cord-328181-b2o05j3j 212 30 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 212 31 ) ) -RRB- cord-328181-b2o05j3j 212 32 remains remain VBZ cord-328181-b2o05j3j 212 33 at at IN cord-328181-b2o05j3j 212 34 a a DT cord-328181-b2o05j3j 212 35 fixed fix VBN cord-328181-b2o05j3j 212 36 location location NN cord-328181-b2o05j3j 212 37 for for IN cord-328181-b2o05j3j 212 38 a a DT cord-328181-b2o05j3j 212 39 well well RB cord-328181-b2o05j3j 212 40 - - HYPH cord-328181-b2o05j3j 212 41 defined define VBN cord-328181-b2o05j3j 212 42 period period NN cord-328181-b2o05j3j 212 43 of of IN cord-328181-b2o05j3j 212 44 time time NN cord-328181-b2o05j3j 212 45 . . . cord-328181-b2o05j3j 213 1 Self self NN cord-328181-b2o05j3j 213 2 - - HYPH cord-328181-b2o05j3j 213 3 isolation isolation NN cord-328181-b2o05j3j 213 4 starts start VBZ cord-328181-b2o05j3j 213 5 at at IN cord-328181-b2o05j3j 213 6 time time NN cord-328181-b2o05j3j 213 7 T T NNP cord-328181-b2o05j3j 213 8 isol isol NNP cord-328181-b2o05j3j 213 9 and and CC cord-328181-b2o05j3j 213 10 extends extend VBZ cord-328181-b2o05j3j 213 11 for for IN cord-328181-b2o05j3j 213 12 a a DT cord-328181-b2o05j3j 213 13 period period NN cord-328181-b2o05j3j 213 14 τ τ NN cord-328181-b2o05j3j 213 15 isol isol NNP cord-328181-b2o05j3j 213 16 , , , cord-328181-b2o05j3j 213 17 after after IN cord-328181-b2o05j3j 213 18 which which WDT cord-328181-b2o05j3j 213 19 motion motion NN cord-328181-b2o05j3j 213 20 across across IN cord-328181-b2o05j3j 213 21 space space NN cord-328181-b2o05j3j 213 22 is be VBZ cord-328181-b2o05j3j 213 23 restored restore VBN cord-328181-b2o05j3j 213 24 . . . cord-328181-b2o05j3j 214 1 Agents agent NNS cord-328181-b2o05j3j 214 2 isolate isolate VBP cord-328181-b2o05j3j 214 3 with with IN cord-328181-b2o05j3j 214 4 effectiveness effectiveness NN cord-328181-b2o05j3j 214 5 P p NN cord-328181-b2o05j3j 214 6 isoeff isoeff NN cord-328181-b2o05j3j 214 7 , , , cord-328181-b2o05j3j 214 8 representing represent VBG cord-328181-b2o05j3j 214 9 the the DT cord-328181-b2o05j3j 214 10 probability probability NN cord-328181-b2o05j3j 214 11 that that IN cord-328181-b2o05j3j 214 12 when when WRB cord-328181-b2o05j3j 214 13 in in IN cord-328181-b2o05j3j 214 14 contact contact NN cord-328181-b2o05j3j 214 15 with with IN cord-328181-b2o05j3j 214 16 another another DT cord-328181-b2o05j3j 214 17 infective infective JJ cord-328181-b2o05j3j 214 18 agent agent NN cord-328181-b2o05j3j 214 19 the the DT cord-328181-b2o05j3j 214 20 final final JJ cord-328181-b2o05j3j 214 21 probability probability NN cord-328181-b2o05j3j 214 22 of of IN cord-328181-b2o05j3j 214 23 contagion contagion NN cord-328181-b2o05j3j 214 24 becomes become VBZ cord-328181-b2o05j3j 214 25 P p NN cord-328181-b2o05j3j 214 26 cont cont NN cord-328181-b2o05j3j 214 27 = = SYM cord-328181-b2o05j3j 214 28 P p NN cord-328181-b2o05j3j 214 29 isoeff isoeff NN cord-328181-b2o05j3j 214 30 · · NFP cord-328181-b2o05j3j 214 31 P p NN cord-328181-b2o05j3j 214 32 cont cont NN cord-328181-b2o05j3j 214 33 . . . cord-328181-b2o05j3j 215 1 Social social JJ cord-328181-b2o05j3j 215 2 distancing distancing NN cord-328181-b2o05j3j 215 3 is be VBZ cord-328181-b2o05j3j 215 4 modeled model VBN cord-328181-b2o05j3j 215 5 as as IN cord-328181-b2o05j3j 215 6 a a DT cord-328181-b2o05j3j 215 7 distance distance NN cord-328181-b2o05j3j 215 8 - - HYPH cord-328181-b2o05j3j 215 9 dependent dependent JJ cord-328181-b2o05j3j 215 10 adjustment adjustment NN cord-328181-b2o05j3j 215 11 constant constant JJ cord-328181-b2o05j3j 215 12 δ δ NN cord-328181-b2o05j3j 215 13 ( ( -LRB- cord-328181-b2o05j3j 215 14 ) ) -RRB- cord-328181-b2o05j3j 215 15 that that WDT cord-328181-b2o05j3j 215 16 adjusts adjust VBZ cord-328181-b2o05j3j 215 17 the the DT cord-328181-b2o05j3j 215 18 probability probability NN cord-328181-b2o05j3j 215 19 of of IN cord-328181-b2o05j3j 215 20 contagion contagion NN cord-328181-b2o05j3j 215 21 P p NN cord-328181-b2o05j3j 215 22 cont cont NN cord-328181-b2o05j3j 215 23 depending depend VBG cord-328181-b2o05j3j 215 24 on on IN cord-328181-b2o05j3j 215 25 linear linear JJ cord-328181-b2o05j3j 215 26 distance distance NN cord-328181-b2o05j3j 215 27 assumed assume VBN cord-328181-b2o05j3j 215 28 between between IN cord-328181-b2o05j3j 215 29 agents agent NNS cord-328181-b2o05j3j 215 30 within within IN cord-328181-b2o05j3j 215 31 the the DT cord-328181-b2o05j3j 215 32 same same JJ cord-328181-b2o05j3j 215 33 cell cell NN cord-328181-b2o05j3j 215 34 such such JJ cord-328181-b2o05j3j 215 35 that that IN cord-328181-b2o05j3j 215 36 P p NN cord-328181-b2o05j3j 215 37 cont cont NN cord-328181-b2o05j3j 215 38 = = NFP cord-328181-b2o05j3j 216 1 δ δ NNP cord-328181-b2o05j3j 216 2 ( ( -LRB- cord-328181-b2o05j3j 216 3 ) ) -RRB- cord-328181-b2o05j3j 216 4 · · NFP cord-328181-b2o05j3j 216 5 P p NN cord-328181-b2o05j3j 216 6 cont cont NN cord-328181-b2o05j3j 216 7 . . . cord-328181-b2o05j3j 217 1 Based base VBN cord-328181-b2o05j3j 217 2 on on IN cord-328181-b2o05j3j 217 3 recent recent JJ cord-328181-b2o05j3j 217 4 experiments experiment NNS cord-328181-b2o05j3j 217 5 on on IN cord-328181-b2o05j3j 217 6 the the DT cord-328181-b2o05j3j 217 7 effect effect NN cord-328181-b2o05j3j 217 8 of of IN cord-328181-b2o05j3j 217 9 air air NN cord-328181-b2o05j3j 217 10 turbulence turbulence NN cord-328181-b2o05j3j 217 11 on on IN cord-328181-b2o05j3j 217 12 droplet droplet NN cord-328181-b2o05j3j 217 13 dispersion dispersion NN cord-328181-b2o05j3j 217 14 [ [ -LRB- cord-328181-b2o05j3j 217 15 24 24 CD cord-328181-b2o05j3j 217 16 ] ] -RRB- cord-328181-b2o05j3j 217 17 , , , cord-328181-b2o05j3j 217 18 we -PRON- PRP cord-328181-b2o05j3j 217 19 assume assume VBP cord-328181-b2o05j3j 217 20 a a DT cord-328181-b2o05j3j 217 21 decreasing decrease VBG cord-328181-b2o05j3j 217 22 sigmoid sigmoid JJ cord-328181-b2o05j3j 217 23 profile profile NN cord-328181-b2o05j3j 217 24 after after IN cord-328181-b2o05j3j 217 25 1.5 1.5 CD cord-328181-b2o05j3j 217 26 meters meter NNS cord-328181-b2o05j3j 217 27 . . . cord-328181-b2o05j3j 218 1 Hence hence RB cord-328181-b2o05j3j 218 2 , , , cord-328181-b2o05j3j 218 3 _SP cord-328181-b2o05j3j 218 4 11 11 CD cord-328181-b2o05j3j 218 5 . . . cord-328181-b2o05j3j 219 1 CC CC NNP cord-328181-b2o05j3j 219 2 - - HYPH cord-328181-b2o05j3j 219 3 BY BY NNP cord-328181-b2o05j3j 219 4 - - HYPH cord-328181-b2o05j3j 219 5 ND ND NNP cord-328181-b2o05j3j 219 6 4.0 4.0 CD cord-328181-b2o05j3j 219 7 International international JJ cord-328181-b2o05j3j 219 8 license license NN cord-328181-b2o05j3j 220 1 It -PRON- PRP cord-328181-b2o05j3j 220 2 is be VBZ cord-328181-b2o05j3j 220 3 made make VBN cord-328181-b2o05j3j 220 4 available available JJ cord-328181-b2o05j3j 220 5 under under IN cord-328181-b2o05j3j 220 6 a a DT cord-328181-b2o05j3j 221 1 is be VBZ cord-328181-b2o05j3j 221 2 the the DT cord-328181-b2o05j3j 221 3 author author NN cord-328181-b2o05j3j 221 4 / / SYM cord-328181-b2o05j3j 221 5 funder funder NN cord-328181-b2o05j3j 221 6 , , , cord-328181-b2o05j3j 221 7 who who WP cord-328181-b2o05j3j 221 8 has have VBZ cord-328181-b2o05j3j 221 9 granted grant VBN cord-328181-b2o05j3j 221 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 221 11 a a DT cord-328181-b2o05j3j 221 12 license license NN cord-328181-b2o05j3j 221 13 to to TO cord-328181-b2o05j3j 221 14 display display VB cord-328181-b2o05j3j 221 15 the the DT cord-328181-b2o05j3j 221 16 preprint preprint NN cord-328181-b2o05j3j 221 17 in in IN cord-328181-b2o05j3j 221 18 perpetuity perpetuity NN cord-328181-b2o05j3j 221 19 . . . cord-328181-b2o05j3j 222 1 The the DT cord-328181-b2o05j3j 222 2 copyright copyright NN cord-328181-b2o05j3j 222 3 holder holder NN cord-328181-b2o05j3j 222 4 for for IN cord-328181-b2o05j3j 222 5 this this DT cord-328181-b2o05j3j 222 6 preprint preprint NN cord-328181-b2o05j3j 222 7 this this DT cord-328181-b2o05j3j 222 8 version version NN cord-328181-b2o05j3j 222 9 posted post VBN cord-328181-b2o05j3j 222 10 July July NNP cord-328181-b2o05j3j 222 11 25 25 CD cord-328181-b2o05j3j 222 12 , , , cord-328181-b2o05j3j 222 13 2020 2020 CD cord-328181-b2o05j3j 222 14 . . . cord-328181-b2o05j3j 222 15 . . . cord-328181-b2o05j3j 223 1 where where WRB cord-328181-b2o05j3j 223 2 K K NNP cord-328181-b2o05j3j 223 3 is be VBZ cord-328181-b2o05j3j 223 4 a a DT cord-328181-b2o05j3j 223 5 constant constant JJ cord-328181-b2o05j3j 223 6 that that WDT cord-328181-b2o05j3j 223 7 adjust adjust VBP cord-328181-b2o05j3j 223 8 the the DT cord-328181-b2o05j3j 223 9 decrease decrease NN cord-328181-b2o05j3j 223 10 rate rate NN cord-328181-b2o05j3j 223 11 of of IN cord-328181-b2o05j3j 223 12 the the DT cord-328181-b2o05j3j 223 13 sigmoid sigmoid JJ cord-328181-b2o05j3j 223 14 function function NN cord-328181-b2o05j3j 223 15 . . . cord-328181-b2o05j3j 224 1 For for IN cord-328181-b2o05j3j 224 2 the the DT cord-328181-b2o05j3j 224 3 purposes purpose NNS cord-328181-b2o05j3j 224 4 of of IN cord-328181-b2o05j3j 224 5 the the DT cord-328181-b2o05j3j 224 6 COVID-19 covid-19 JJ cord-328181-b2o05j3j 224 7 model model NN cord-328181-b2o05j3j 224 8 , , , cord-328181-b2o05j3j 224 9 K K NNP cord-328181-b2o05j3j 224 10 = = SYM cord-328181-b2o05j3j 224 11 10.0 10.0 CD cord-328181-b2o05j3j 224 12 . . . cord-328181-b2o05j3j 225 1 The the DT cord-328181-b2o05j3j 225 2 value value NN cord-328181-b2o05j3j 225 3 of of IN cord-328181-b2o05j3j 225 4 can can MD cord-328181-b2o05j3j 225 5 be be VB cord-328181-b2o05j3j 225 6 adjusted adjust VBN cord-328181-b2o05j3j 225 7 also also RB cord-328181-b2o05j3j 225 8 to to TO cord-328181-b2o05j3j 225 9 account account VB cord-328181-b2o05j3j 225 10 for for IN cord-328181-b2o05j3j 225 11 the the DT cord-328181-b2o05j3j 225 12 effect effect NN cord-328181-b2o05j3j 225 13 of of IN cord-328181-b2o05j3j 225 14 other other JJ cord-328181-b2o05j3j 225 15 interventions intervention NNS cord-328181-b2o05j3j 225 16 that that WDT cord-328181-b2o05j3j 225 17 decrease decrease VBP cord-328181-b2o05j3j 225 18 contagion contagion NN cord-328181-b2o05j3j 225 19 probability probability NN cord-328181-b2o05j3j 225 20 per per IN cord-328181-b2o05j3j 225 21 contact contact NN cord-328181-b2o05j3j 225 22 by by IN cord-328181-b2o05j3j 225 23 decreasing decrease VBG cord-328181-b2o05j3j 225 24 the the DT cord-328181-b2o05j3j 225 25 effective effective JJ cord-328181-b2o05j3j 225 26 viral viral JJ cord-328181-b2o05j3j 225 27 load load NN cord-328181-b2o05j3j 225 28 , , , cord-328181-b2o05j3j 225 29 such such JJ cord-328181-b2o05j3j 225 30 as as IN cord-328181-b2o05j3j 225 31 the the DT cord-328181-b2o05j3j 225 32 use use NN cord-328181-b2o05j3j 225 33 of of IN cord-328181-b2o05j3j 225 34 various various JJ cord-328181-b2o05j3j 225 35 types type NNS cord-328181-b2o05j3j 225 36 of of IN cord-328181-b2o05j3j 225 37 face face NN cord-328181-b2o05j3j 225 38 masks mask NNS cord-328181-b2o05j3j 225 39 [ [ -LRB- cord-328181-b2o05j3j 225 40 62 62 CD cord-328181-b2o05j3j 225 41 ] ] -RRB- cord-328181-b2o05j3j 225 42 . . . cord-328181-b2o05j3j 226 1 Similar similar JJ cord-328181-b2o05j3j 226 2 to to IN cord-328181-b2o05j3j 226 3 self self NN cord-328181-b2o05j3j 226 4 - - HYPH cord-328181-b2o05j3j 226 5 isolation isolation NN cord-328181-b2o05j3j 226 6 , , , cord-328181-b2o05j3j 226 7 testing testing NN cord-328181-b2o05j3j 226 8 in in IN cord-328181-b2o05j3j 226 9 the the DT cord-328181-b2o05j3j 226 10 simulation simulation NN cord-328181-b2o05j3j 226 11 operates operate VBZ cord-328181-b2o05j3j 226 12 by by IN cord-328181-b2o05j3j 226 13 distributing distribute VBG cord-328181-b2o05j3j 226 14 a a DT cord-328181-b2o05j3j 226 15 target target NN cord-328181-b2o05j3j 226 16 percentage percentage NN cord-328181-b2o05j3j 226 17 of of IN cord-328181-b2o05j3j 226 18 the the DT cord-328181-b2o05j3j 226 19 population population NN cord-328181-b2o05j3j 226 20 into into IN cord-328181-b2o05j3j 226 21 a a DT cord-328181-b2o05j3j 226 22 given give VBN cord-328181-b2o05j3j 226 23 period period NN cord-328181-b2o05j3j 226 24 . . . cord-328181-b2o05j3j 227 1 Susceptible susceptible JJ cord-328181-b2o05j3j 227 2 and and CC cord-328181-b2o05j3j 227 3 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 227 4 agents agent NNS cord-328181-b2o05j3j 227 5 can can MD cord-328181-b2o05j3j 227 6 be be VB cord-328181-b2o05j3j 227 7 tested test VBN cord-328181-b2o05j3j 227 8 ; ; : cord-328181-b2o05j3j 227 9 in in IN cord-328181-b2o05j3j 227 10 our -PRON- PRP$ cord-328181-b2o05j3j 227 11 simulation simulation NN cord-328181-b2o05j3j 227 12 , , , cord-328181-b2o05j3j 227 13 we -PRON- PRP cord-328181-b2o05j3j 227 14 do do VBP cord-328181-b2o05j3j 227 15 not not RB cord-328181-b2o05j3j 227 16 re re VB cord-328181-b2o05j3j 227 17 - - VB cord-328181-b2o05j3j 227 18 test test VB cord-328181-b2o05j3j 227 19 those those DT cord-328181-b2o05j3j 227 20 who who WP cord-328181-b2o05j3j 227 21 recover recover VBP cord-328181-b2o05j3j 227 22 . . . cord-328181-b2o05j3j 228 1 A a DT cord-328181-b2o05j3j 228 2 symptomatic symptomatic JJ cord-328181-b2o05j3j 228 3 case case NN cord-328181-b2o05j3j 228 4 is be VBZ cord-328181-b2o05j3j 228 5 treated treat VBN cord-328181-b2o05j3j 228 6 immediately immediately RB cord-328181-b2o05j3j 228 7 as as IN cord-328181-b2o05j3j 228 8 tested test VBN cord-328181-b2o05j3j 228 9 , , , cord-328181-b2o05j3j 228 10 representing represent VBG cord-328181-b2o05j3j 228 11 the the DT cord-328181-b2o05j3j 228 12 case case NN cord-328181-b2o05j3j 228 13 where where WRB cord-328181-b2o05j3j 228 14 a a DT cord-328181-b2o05j3j 228 15 patient patient NN cord-328181-b2o05j3j 228 16 reaches reach VBZ cord-328181-b2o05j3j 228 17 a a DT cord-328181-b2o05j3j 228 18 health health NN cord-328181-b2o05j3j 228 19 provider provider NN cord-328181-b2o05j3j 228 20 and and CC cord-328181-b2o05j3j 228 21 a a DT cord-328181-b2o05j3j 228 22 test test NN cord-328181-b2o05j3j 228 23 is be VBZ cord-328181-b2o05j3j 228 24 applied apply VBN cord-328181-b2o05j3j 228 25 to to TO cord-328181-b2o05j3j 228 26 determine determine VB cord-328181-b2o05j3j 228 27 the the DT cord-328181-b2o05j3j 228 28 correspondence correspondence NN cord-328181-b2o05j3j 228 29 between between IN cord-328181-b2o05j3j 228 30 symptoms symptom NNS cord-328181-b2o05j3j 228 31 and and CC cord-328181-b2o05j3j 228 32 the the DT cord-328181-b2o05j3j 228 33 disease disease NN cord-328181-b2o05j3j 228 34 . . . cord-328181-b2o05j3j 229 1 Testing testing NN cord-328181-b2o05j3j 229 2 proceeds proceed NNS cord-328181-b2o05j3j 229 3 in in IN cord-328181-b2o05j3j 229 4 the the DT cord-328181-b2o05j3j 229 5 following following JJ cord-328181-b2o05j3j 229 6 manner manner NN cord-328181-b2o05j3j 229 7 . . . cord-328181-b2o05j3j 230 1 Once once IN cord-328181-b2o05j3j 230 2 time time NN cord-328181-b2o05j3j 230 3 T t NN cord-328181-b2o05j3j 230 4 test test NN cord-328181-b2o05j3j 230 5 is be VBZ cord-328181-b2o05j3j 230 6 reached reach VBN cord-328181-b2o05j3j 230 7 , , , cord-328181-b2o05j3j 230 8 symptomatic symptomatic JJ cord-328181-b2o05j3j 230 9 and and CC cord-328181-b2o05j3j 230 10 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 230 11 agents agent NNS cord-328181-b2o05j3j 230 12 are be VBP cord-328181-b2o05j3j 230 13 selected select VBN cord-328181-b2o05j3j 230 14 with with IN cord-328181-b2o05j3j 230 15 a a DT cord-328181-b2o05j3j 230 16 probability probability NN cord-328181-b2o05j3j 230 17 P p NN cord-328181-b2o05j3j 230 18 test test NN cord-328181-b2o05j3j 230 19 proportional proportional JJ cord-328181-b2o05j3j 230 20 to to IN cord-328181-b2o05j3j 230 21 the the DT cord-328181-b2o05j3j 230 22 period period NN cord-328181-b2o05j3j 230 23 τ τ NN cord-328181-b2o05j3j 230 24 test test NN cord-328181-b2o05j3j 230 25 . . . cord-328181-b2o05j3j 231 1 This this DT cord-328181-b2o05j3j 231 2 testing testing NN cord-328181-b2o05j3j 231 3 process process NN cord-328181-b2o05j3j 231 4 simulates simulate VBZ cord-328181-b2o05j3j 231 5 massive massive JJ cord-328181-b2o05j3j 231 6 testing testing NN cord-328181-b2o05j3j 231 7 policies policy NNS cord-328181-b2o05j3j 231 8 without without IN cord-328181-b2o05j3j 231 9 any any DT cord-328181-b2o05j3j 231 10 statistical statistical JJ cord-328181-b2o05j3j 231 11 design design NN cord-328181-b2o05j3j 231 12 or or CC cord-328181-b2o05j3j 231 13 underlying underlie VBG cord-328181-b2o05j3j 231 14 population population NN cord-328181-b2o05j3j 231 15 structure structure NN cord-328181-b2o05j3j 231 16 . . . cord-328181-b2o05j3j 232 1 We -PRON- PRP cord-328181-b2o05j3j 232 2 simulate simulate VBP cord-328181-b2o05j3j 232 3 forms form NNS cord-328181-b2o05j3j 232 4 of of IN cord-328181-b2o05j3j 232 5 automated automate VBN cord-328181-b2o05j3j 232 6 contact contact NN cord-328181-b2o05j3j 232 7 tracing trace VBG cord-328181-b2o05j3j 232 8 by by IN cord-328181-b2o05j3j 232 9 means mean NNS cord-328181-b2o05j3j 232 10 of of IN cord-328181-b2o05j3j 232 11 a a DT cord-328181-b2o05j3j 232 12 set set NN cord-328181-b2o05j3j 232 13 of of IN cord-328181-b2o05j3j 232 14 known know VBN cord-328181-b2o05j3j 232 15 prior prior JJ cord-328181-b2o05j3j 232 16 contacts contact NNS cord-328181-b2o05j3j 232 17 . . . cord-328181-b2o05j3j 233 1 We -PRON- PRP cord-328181-b2o05j3j 233 2 assume assume VBP cord-328181-b2o05j3j 233 3 a a DT cord-328181-b2o05j3j 233 4 delay delay NN cord-328181-b2o05j3j 233 5 of of IN cord-328181-b2o05j3j 233 6 two two CD cord-328181-b2o05j3j 233 7 days day NNS cord-328181-b2o05j3j 233 8 for for IN cord-328181-b2o05j3j 233 9 contact contact NN cord-328181-b2o05j3j 233 10 follow follow NN cord-328181-b2o05j3j 233 11 - - HYPH cord-328181-b2o05j3j 233 12 up up NN cord-328181-b2o05j3j 233 13 once once IN cord-328181-b2o05j3j 233 14 an an DT cord-328181-b2o05j3j 233 15 infected infected JJ cord-328181-b2o05j3j 233 16 patient patient NN cord-328181-b2o05j3j 233 17 has have VBZ cord-328181-b2o05j3j 233 18 been be VBN cord-328181-b2o05j3j 233 19 discovered discover VBN cord-328181-b2o05j3j 233 20 . . . cord-328181-b2o05j3j 234 1 Once once RB cord-328181-b2o05j3j 234 2 an an DT cord-328181-b2o05j3j 234 3 agent agent NN cord-328181-b2o05j3j 234 4 is be VBZ cord-328181-b2o05j3j 234 5 marked mark VBN cord-328181-b2o05j3j 234 6 as as IN cord-328181-b2o05j3j 234 7 positive positive JJ cord-328181-b2o05j3j 234 8 , , , cord-328181-b2o05j3j 234 9 all all DT cord-328181-b2o05j3j 234 10 of of IN cord-328181-b2o05j3j 234 11 its -PRON- PRP$ cord-328181-b2o05j3j 234 12 contacts contact NNS cord-328181-b2o05j3j 234 13 are be VBP cord-328181-b2o05j3j 234 14 evaluated evaluate VBN cord-328181-b2o05j3j 234 15 and and CC cord-328181-b2o05j3j 234 16 classified classify VBN cord-328181-b2o05j3j 234 17 either either CC cord-328181-b2o05j3j 234 18 as as RB cord-328181-b2o05j3j 234 19 susceptible susceptible JJ cord-328181-b2o05j3j 234 20 ( ( -LRB- cord-328181-b2o05j3j 234 21 negative negative JJ cord-328181-b2o05j3j 234 22 ) ) -RRB- cord-328181-b2o05j3j 234 23 , , , cord-328181-b2o05j3j 234 24 symptomatic symptomatic JJ cord-328181-b2o05j3j 234 25 or or CC cord-328181-b2o05j3j 234 26 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 234 27 detected detect VBN cord-328181-b2o05j3j 234 28 . . . cord-328181-b2o05j3j 235 1 Contact contact NN cord-328181-b2o05j3j 235 2 tracing tracing NN cord-328181-b2o05j3j 235 3 utilizes utilize VBZ cord-328181-b2o05j3j 235 4 the the DT cord-328181-b2o05j3j 235 5 same same JJ cord-328181-b2o05j3j 235 6 start start NN cord-328181-b2o05j3j 235 7 time time NN cord-328181-b2o05j3j 235 8 and and CC cord-328181-b2o05j3j 235 9 period period NN cord-328181-b2o05j3j 235 10 as as IN cord-328181-b2o05j3j 235 11 testing testing NN cord-328181-b2o05j3j 235 12 . . . cord-328181-b2o05j3j 236 1 Along along IN cord-328181-b2o05j3j 236 2 with with IN cord-328181-b2o05j3j 236 3 an an DT cord-328181-b2o05j3j 236 4 epidemiological epidemiological JJ cord-328181-b2o05j3j 236 5 model model NN cord-328181-b2o05j3j 236 6 , , , cord-328181-b2o05j3j 236 7 we -PRON- PRP cord-328181-b2o05j3j 236 8 have have VBP cord-328181-b2o05j3j 236 9 included include VBN cord-328181-b2o05j3j 236 10 economic economic JJ cord-328181-b2o05j3j 236 11 factors factor NNS cord-328181-b2o05j3j 236 12 tied tie VBN cord-328181-b2o05j3j 236 13 to to IN cord-328181-b2o05j3j 236 14 disease disease NN cord-328181-b2o05j3j 236 15 stages stage NNS cord-328181-b2o05j3j 236 16 . . . cord-328181-b2o05j3j 237 1 After after IN cord-328181-b2o05j3j 237 2 some some DT cord-328181-b2o05j3j 237 3 investigation investigation NN cord-328181-b2o05j3j 237 4 around around IN cord-328181-b2o05j3j 237 5 statistical statistical JJ cord-328181-b2o05j3j 237 6 theories theory NNS cord-328181-b2o05j3j 237 7 in in IN cord-328181-b2o05j3j 237 8 economics economic NNS cord-328181-b2o05j3j 237 9 [ [ -LRB- cord-328181-b2o05j3j 237 10 27 27 CD cord-328181-b2o05j3j 237 11 ] ] -RRB- cord-328181-b2o05j3j 237 12 , , , cord-328181-b2o05j3j 237 13 we -PRON- PRP cord-328181-b2o05j3j 237 14 decided decide VBD cord-328181-b2o05j3j 237 15 to to TO cord-328181-b2o05j3j 237 16 implement implement VB cord-328181-b2o05j3j 237 17 a a DT cord-328181-b2o05j3j 237 18 simple simple JJ cord-328181-b2o05j3j 237 19 model model NN cord-328181-b2o05j3j 237 20 where where WRB cord-328181-b2o05j3j 237 21 value value NN cord-328181-b2o05j3j 237 22 creation creation NN cord-328181-b2o05j3j 237 23 in in IN cord-328181-b2o05j3j 237 24 terms term NNS cord-328181-b2o05j3j 237 25 of of IN cord-328181-b2o05j3j 237 26 exchanges exchange NNS cord-328181-b2o05j3j 237 27 between between IN cord-328181-b2o05j3j 237 28 money money NN cord-328181-b2o05j3j 237 29 and and CC cord-328181-b2o05j3j 237 30 products product NNS cord-328181-b2o05j3j 237 31 or or CC cord-328181-b2o05j3j 237 32 services service NNS cord-328181-b2o05j3j 237 33 [ [ -LRB- cord-328181-b2o05j3j 237 34 84 84 CD cord-328181-b2o05j3j 237 35 ] ] -RRB- cord-328181-b2o05j3j 237 36 are be VBP cord-328181-b2o05j3j 237 37 computed compute VBN cord-328181-b2o05j3j 237 38 in in IN cord-328181-b2o05j3j 237 39 connection connection NN cord-328181-b2o05j3j 237 40 with with IN cord-328181-b2o05j3j 237 41 the the DT cord-328181-b2o05j3j 237 42 progression progression NN cord-328181-b2o05j3j 237 43 of of IN cord-328181-b2o05j3j 237 44 the the DT cord-328181-b2o05j3j 237 45 disease disease NN cord-328181-b2o05j3j 237 46 . . . cord-328181-b2o05j3j 238 1 Our -PRON- PRP$ cord-328181-b2o05j3j 238 2 model model NN cord-328181-b2o05j3j 238 3 is be VBZ cord-328181-b2o05j3j 238 4 an an DT cord-328181-b2o05j3j 238 5 oversimplification oversimplification NN cord-328181-b2o05j3j 238 6 of of IN cord-328181-b2o05j3j 238 7 economic economic JJ cord-328181-b2o05j3j 238 8 systems system NNS cord-328181-b2o05j3j 238 9 , , , cord-328181-b2o05j3j 238 10 and and CC cord-328181-b2o05j3j 238 11 as as RB cord-328181-b2o05j3j 238 12 such such JJ cord-328181-b2o05j3j 238 13 , , , cord-328181-b2o05j3j 238 14 its -PRON- PRP$ cord-328181-b2o05j3j 238 15 goal goal NN cord-328181-b2o05j3j 238 16 is be VBZ cord-328181-b2o05j3j 238 17 to to TO cord-328181-b2o05j3j 238 18 provide provide VB cord-328181-b2o05j3j 238 19 a a DT cord-328181-b2o05j3j 238 20 numerical numerical JJ cord-328181-b2o05j3j 238 21 intuition intuition NN cord-328181-b2o05j3j 238 22 about about IN cord-328181-b2o05j3j 238 23 the the DT cord-328181-b2o05j3j 238 24 immediate immediate JJ cord-328181-b2o05j3j 238 25 effects effect NNS cord-328181-b2o05j3j 238 26 on on IN cord-328181-b2o05j3j 238 27 the the DT cord-328181-b2o05j3j 238 28 accumulation accumulation NN cord-328181-b2o05j3j 238 29 of of IN cord-328181-b2o05j3j 238 30 capital capital NN cord-328181-b2o05j3j 238 31 by by IN cord-328181-b2o05j3j 238 32 individuals individual NNS cord-328181-b2o05j3j 238 33 and and CC cord-328181-b2o05j3j 238 34 the the DT cord-328181-b2o05j3j 238 35 public public JJ cord-328181-b2o05j3j 238 36 sector sector NN cord-328181-b2o05j3j 238 37 during during IN cord-328181-b2o05j3j 238 38 the the DT cord-328181-b2o05j3j 238 39 period period NN cord-328181-b2o05j3j 238 40 of of IN cord-328181-b2o05j3j 238 41 interest interest NN cord-328181-b2o05j3j 238 42 . . . cord-328181-b2o05j3j 239 1 Thus thus RB cord-328181-b2o05j3j 239 2 , , , cord-328181-b2o05j3j 239 3 the the DT cord-328181-b2o05j3j 239 4 economic economic JJ cord-328181-b2o05j3j 239 5 model model NN cord-328181-b2o05j3j 239 6 makes make VBZ cord-328181-b2o05j3j 239 7 no no DT cord-328181-b2o05j3j 239 8 assumptions assumption NNS cord-328181-b2o05j3j 239 9 about about IN cord-328181-b2o05j3j 239 10 wealth wealth NN cord-328181-b2o05j3j 239 11 distribution distribution NN cord-328181-b2o05j3j 239 12 , , , cord-328181-b2o05j3j 239 13 wealth wealth NN cord-328181-b2o05j3j 239 14 inequality inequality NN cord-328181-b2o05j3j 239 15 or or CC cord-328181-b2o05j3j 239 16 other other JJ cord-328181-b2o05j3j 239 17 societal societal JJ cord-328181-b2o05j3j 239 18 factors factor NNS cord-328181-b2o05j3j 239 19 , , , cord-328181-b2o05j3j 239 20 and and CC cord-328181-b2o05j3j 239 21 as as IN cord-328181-b2o05j3j 239 22 such such JJ cord-328181-b2o05j3j 239 23 only only JJ cord-328181-b2o05j3j 239 24 aims aim NNS cord-328181-b2o05j3j 239 25 at at IN cord-328181-b2o05j3j 239 26 portraying portray VBG cord-328181-b2o05j3j 239 27 the the DT cord-328181-b2o05j3j 239 28 impact impact NN cord-328181-b2o05j3j 239 29 of of IN cord-328181-b2o05j3j 239 30 an an DT cord-328181-b2o05j3j 239 31 epidemic epidemic NN cord-328181-b2o05j3j 239 32 on on IN cord-328181-b2o05j3j 239 33 transactional transactional JJ cord-328181-b2o05j3j 239 34 capital capital NN cord-328181-b2o05j3j 239 35 gains gain NNS cord-328181-b2o05j3j 239 36 or or CC cord-328181-b2o05j3j 239 37 losses loss NNS cord-328181-b2o05j3j 239 38 at at IN cord-328181-b2o05j3j 239 39 the the DT cord-328181-b2o05j3j 239 40 private private JJ cord-328181-b2o05j3j 239 41 and and CC cord-328181-b2o05j3j 239 42 public public JJ cord-328181-b2o05j3j 239 43 levels level NNS cord-328181-b2o05j3j 239 44 . . . cord-328181-b2o05j3j 240 1 Regarding regard VBG cord-328181-b2o05j3j 240 2 public public JJ cord-328181-b2o05j3j 240 3 value value NN cord-328181-b2o05j3j 240 4 [ [ -LRB- cord-328181-b2o05j3j 240 5 81 81 CD cord-328181-b2o05j3j 240 6 ] ] -RRB- cord-328181-b2o05j3j 240 7 , , , cord-328181-b2o05j3j 240 8 we -PRON- PRP cord-328181-b2o05j3j 240 9 observe observe VBP cord-328181-b2o05j3j 240 10 that that IN cord-328181-b2o05j3j 240 11 the the DT cord-328181-b2o05j3j 240 12 complex complex JJ cord-328181-b2o05j3j 240 13 web web NN cord-328181-b2o05j3j 240 14 of of IN cord-328181-b2o05j3j 240 15 actions action NNS cord-328181-b2o05j3j 240 16 across across IN cord-328181-b2o05j3j 240 17 individuals individual NNS cord-328181-b2o05j3j 240 18 and and CC cord-328181-b2o05j3j 240 19 institutions institution NNS cord-328181-b2o05j3j 240 20 make make VBP cord-328181-b2o05j3j 240 21 construction construction NN cord-328181-b2o05j3j 240 22 of of IN cord-328181-b2o05j3j 240 23 a a DT cord-328181-b2o05j3j 240 24 detailed detailed JJ cord-328181-b2o05j3j 240 25 model model NN cord-328181-b2o05j3j 240 26 expensive expensive JJ cord-328181-b2o05j3j 240 27 in in IN cord-328181-b2o05j3j 240 28 connection connection NN cord-328181-b2o05j3j 240 29 with with IN cord-328181-b2o05j3j 240 30 infectious infectious JJ cord-328181-b2o05j3j 240 31 disease disease NN cord-328181-b2o05j3j 240 32 dynamics dynamic NNS cord-328181-b2o05j3j 240 33 . . . cord-328181-b2o05j3j 241 1 Growing grow VBG cord-328181-b2o05j3j 241 2 literature literature NN cord-328181-b2o05j3j 241 3 on on IN cord-328181-b2o05j3j 241 4 the the DT cord-328181-b2o05j3j 241 5 subject subject NN cord-328181-b2o05j3j 241 6 is be VBZ cord-328181-b2o05j3j 241 7 indicative indicative JJ cord-328181-b2o05j3j 241 8 of of IN cord-328181-b2o05j3j 241 9 the the DT cord-328181-b2o05j3j 241 10 latter latter JJ cord-328181-b2o05j3j 241 11 [ [ -LRB- cord-328181-b2o05j3j 241 12 25 25 CD cord-328181-b2o05j3j 241 13 , , , cord-328181-b2o05j3j 241 14 53 53 CD cord-328181-b2o05j3j 241 15 , , , cord-328181-b2o05j3j 241 16 78 78 CD cord-328181-b2o05j3j 241 17 , , , cord-328181-b2o05j3j 241 18 112 112 CD cord-328181-b2o05j3j 241 19 ] ] -RRB- cord-328181-b2o05j3j 241 20 . . . cord-328181-b2o05j3j 242 1 To to IN cord-328181-b2o05j3j 242 2 the the DT cord-328181-b2o05j3j 242 3 best good JJS cord-328181-b2o05j3j 242 4 of of IN cord-328181-b2o05j3j 242 5 our -PRON- PRP$ cord-328181-b2o05j3j 242 6 current current JJ cord-328181-b2o05j3j 242 7 experience experience NN cord-328181-b2o05j3j 242 8 , , , cord-328181-b2o05j3j 242 9 proper proper JJ cord-328181-b2o05j3j 242 10 treatment treatment NN cord-328181-b2o05j3j 242 11 of of IN cord-328181-b2o05j3j 242 12 the the DT cord-328181-b2o05j3j 242 13 current current JJ cord-328181-b2o05j3j 242 14 situation situation NN cord-328181-b2o05j3j 242 15 would would MD cord-328181-b2o05j3j 242 16 require require VB cord-328181-b2o05j3j 242 17 a a DT cord-328181-b2o05j3j 242 18 different different JJ cord-328181-b2o05j3j 242 19 class class NN cord-328181-b2o05j3j 242 20 of of IN cord-328181-b2o05j3j 242 21 model model NN cord-328181-b2o05j3j 242 22 based base VBN cord-328181-b2o05j3j 242 23 on on IN cord-328181-b2o05j3j 242 24 fractional fractional JJ cord-328181-b2o05j3j 242 25 operators operator NNS cord-328181-b2o05j3j 242 26 coupling couple VBG cord-328181-b2o05j3j 242 27 12 12 CD cord-328181-b2o05j3j 242 28 . . . cord-328181-b2o05j3j 243 1 CC CC NNP cord-328181-b2o05j3j 243 2 - - HYPH cord-328181-b2o05j3j 243 3 BY BY NNP cord-328181-b2o05j3j 243 4 - - HYPH cord-328181-b2o05j3j 243 5 ND ND NNP cord-328181-b2o05j3j 243 6 4.0 4.0 CD cord-328181-b2o05j3j 243 7 International international JJ cord-328181-b2o05j3j 243 8 license license NN cord-328181-b2o05j3j 244 1 It -PRON- PRP cord-328181-b2o05j3j 244 2 is be VBZ cord-328181-b2o05j3j 244 3 made make VBN cord-328181-b2o05j3j 244 4 available available JJ cord-328181-b2o05j3j 244 5 under under IN cord-328181-b2o05j3j 244 6 a a DT cord-328181-b2o05j3j 245 1 is be VBZ cord-328181-b2o05j3j 245 2 the the DT cord-328181-b2o05j3j 245 3 author author NN cord-328181-b2o05j3j 245 4 / / SYM cord-328181-b2o05j3j 245 5 funder funder NN cord-328181-b2o05j3j 245 6 , , , cord-328181-b2o05j3j 245 7 who who WP cord-328181-b2o05j3j 245 8 has have VBZ cord-328181-b2o05j3j 245 9 granted grant VBN cord-328181-b2o05j3j 245 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 245 11 a a DT cord-328181-b2o05j3j 245 12 license license NN cord-328181-b2o05j3j 245 13 to to TO cord-328181-b2o05j3j 245 14 display display VB cord-328181-b2o05j3j 245 15 the the DT cord-328181-b2o05j3j 245 16 preprint preprint NN cord-328181-b2o05j3j 245 17 in in IN cord-328181-b2o05j3j 245 18 perpetuity perpetuity NN cord-328181-b2o05j3j 245 19 . . . cord-328181-b2o05j3j 246 1 The the DT cord-328181-b2o05j3j 246 2 copyright copyright NN cord-328181-b2o05j3j 246 3 holder holder NN cord-328181-b2o05j3j 246 4 for for IN cord-328181-b2o05j3j 246 5 this this DT cord-328181-b2o05j3j 246 6 preprint preprint NN cord-328181-b2o05j3j 246 7 this this DT cord-328181-b2o05j3j 246 8 version version NN cord-328181-b2o05j3j 246 9 posted post VBN cord-328181-b2o05j3j 246 10 July July NNP cord-328181-b2o05j3j 246 11 25 25 CD cord-328181-b2o05j3j 246 12 , , , cord-328181-b2o05j3j 246 13 2020 2020 CD cord-328181-b2o05j3j 246 14 . . . cord-328181-b2o05j3j 246 15 . . . cord-328181-b2o05j3j 247 1 https://doi.org/10.1101/2020.07.22.20159798 https://doi.org/10.1101/2020.07.22.20159798 NN cord-328181-b2o05j3j 247 2 doi doi XX cord-328181-b2o05j3j 247 3 : : : cord-328181-b2o05j3j 248 1 medRxiv medRxiv NNP cord-328181-b2o05j3j 248 2 preprint preprint NN cord-328181-b2o05j3j 248 3 epidemiological epidemiological JJ cord-328181-b2o05j3j 248 4 [ [ -LRB- cord-328181-b2o05j3j 248 5 1 1 CD cord-328181-b2o05j3j 248 6 ] ] -RRB- cord-328181-b2o05j3j 248 7 and and CC cord-328181-b2o05j3j 248 8 econometric econometric JJ cord-328181-b2o05j3j 248 9 aspects aspect NNS cord-328181-b2o05j3j 248 10 [ [ -LRB- cord-328181-b2o05j3j 248 11 109 109 CD cord-328181-b2o05j3j 248 12 , , , cord-328181-b2o05j3j 248 13 73 73 CD cord-328181-b2o05j3j 248 14 ] ] -RRB- cord-328181-b2o05j3j 248 15 capable capable JJ cord-328181-b2o05j3j 248 16 of of IN cord-328181-b2o05j3j 248 17 accounting account VBG cord-328181-b2o05j3j 248 18 for for IN cord-328181-b2o05j3j 248 19 short short JJ cord-328181-b2o05j3j 248 20 - - HYPH cord-328181-b2o05j3j 248 21 and and CC cord-328181-b2o05j3j 248 22 long long JJ cord-328181-b2o05j3j 248 23 - - HYPH cord-328181-b2o05j3j 248 24 term term NN cord-328181-b2o05j3j 248 25 memory memory NN cord-328181-b2o05j3j 248 26 macroeconomic macroeconomic JJ cord-328181-b2o05j3j 248 27 effects effect NNS cord-328181-b2o05j3j 248 28 [ [ -LRB- cord-328181-b2o05j3j 248 29 108 108 CD cord-328181-b2o05j3j 248 30 ] ] -RRB- cord-328181-b2o05j3j 248 31 . . . cord-328181-b2o05j3j 249 1 Our -PRON- PRP$ cord-328181-b2o05j3j 249 2 take take VB cord-328181-b2o05j3j 249 3 on on RP cord-328181-b2o05j3j 249 4 the the DT cord-328181-b2o05j3j 249 5 matter matter NN cord-328181-b2o05j3j 249 6 can can MD cord-328181-b2o05j3j 249 7 be be VB cord-328181-b2o05j3j 249 8 stated state VBN cord-328181-b2o05j3j 249 9 through through IN cord-328181-b2o05j3j 249 10 the the DT cord-328181-b2o05j3j 249 11 following following NN cord-328181-b2o05j3j 249 12 somewhat somewhat RB cord-328181-b2o05j3j 249 13 intuitive intuitive JJ cord-328181-b2o05j3j 249 14 principles principle NNS cord-328181-b2o05j3j 249 15 : : : cord-328181-b2o05j3j 249 16 1 1 CD cord-328181-b2o05j3j 249 17 . . . cord-328181-b2o05j3j 250 1 Disease disease NN cord-328181-b2o05j3j 250 2 stages stage NNS cord-328181-b2o05j3j 250 3 that that WDT cord-328181-b2o05j3j 250 4 allow allow VBP cord-328181-b2o05j3j 250 5 interactions interaction NNS cord-328181-b2o05j3j 250 6 should should MD cord-328181-b2o05j3j 250 7 cause cause VB cord-328181-b2o05j3j 250 8 non non JJ cord-328181-b2o05j3j 250 9 - - JJ cord-328181-b2o05j3j 250 10 linear linear JJ cord-328181-b2o05j3j 250 11 positive positive JJ cord-328181-b2o05j3j 250 12 externalities externality NNS cord-328181-b2o05j3j 250 13 in in IN cord-328181-b2o05j3j 250 14 terms term NNS cord-328181-b2o05j3j 250 15 of of IN cord-328181-b2o05j3j 250 16 collectively collectively RB cord-328181-b2o05j3j 250 17 amplified amplify VBN cord-328181-b2o05j3j 250 18 public public JJ cord-328181-b2o05j3j 250 19 value value NN cord-328181-b2o05j3j 250 20 . . . cord-328181-b2o05j3j 251 1 The the DT cord-328181-b2o05j3j 251 2 more more RBR cord-328181-b2o05j3j 251 3 frequent frequent JJ cord-328181-b2o05j3j 251 4 interaction interaction NN cord-328181-b2o05j3j 251 5 exchanges exchange NNS cord-328181-b2o05j3j 251 6 , , , cord-328181-b2o05j3j 251 7 the the DT cord-328181-b2o05j3j 251 8 higher high JJR cord-328181-b2o05j3j 251 9 the the DT cord-328181-b2o05j3j 251 10 materialization materialization NN cord-328181-b2o05j3j 251 11 of of IN cord-328181-b2o05j3j 251 12 public public JJ cord-328181-b2o05j3j 251 13 value value NN cord-328181-b2o05j3j 251 14 as as IN cord-328181-b2o05j3j 251 15 a a DT cord-328181-b2o05j3j 251 16 function function NN cord-328181-b2o05j3j 251 17 of of IN cord-328181-b2o05j3j 251 18 non non JJ cord-328181-b2o05j3j 251 19 - - JJ cord-328181-b2o05j3j 251 20 linear linear JJ cord-328181-b2o05j3j 251 21 effects effect NNS cord-328181-b2o05j3j 251 22 of of IN cord-328181-b2o05j3j 251 23 reaching reach VBG cord-328181-b2o05j3j 251 24 throughput throughput NN cord-328181-b2o05j3j 251 25 efficiencies efficiency NNS cord-328181-b2o05j3j 251 26 that that WDT cord-328181-b2o05j3j 251 27 both both DT cord-328181-b2o05j3j 251 28 maximize maximize VBP cord-328181-b2o05j3j 251 29 economies economy NNS cord-328181-b2o05j3j 251 30 of of IN cord-328181-b2o05j3j 251 31 scale scale NN cord-328181-b2o05j3j 251 32 and and CC cord-328181-b2o05j3j 251 33 translate translate VB cord-328181-b2o05j3j 251 34 into into IN cord-328181-b2o05j3j 251 35 deep deep JJ cord-328181-b2o05j3j 251 36 capital capital NN cord-328181-b2o05j3j 251 37 accumulation accumulation NN cord-328181-b2o05j3j 251 38 and and CC cord-328181-b2o05j3j 251 39 redistribution redistribution NN cord-328181-b2o05j3j 251 40 across across IN cord-328181-b2o05j3j 251 41 the the DT cord-328181-b2o05j3j 251 42 public public JJ cord-328181-b2o05j3j 251 43 sector sector NN cord-328181-b2o05j3j 251 44 . . . cord-328181-b2o05j3j 252 1 2 2 LS cord-328181-b2o05j3j 252 2 . . . cord-328181-b2o05j3j 253 1 Disease disease NN cord-328181-b2o05j3j 253 2 stages stage NNS cord-328181-b2o05j3j 253 3 that that WDT cord-328181-b2o05j3j 253 4 forbid forbid VBP cord-328181-b2o05j3j 253 5 interactions interaction NNS cord-328181-b2o05j3j 253 6 but but CC cord-328181-b2o05j3j 253 7 do do VBP cord-328181-b2o05j3j 253 8 not not RB cord-328181-b2o05j3j 253 9 put put VB cord-328181-b2o05j3j 253 10 individual individual JJ cord-328181-b2o05j3j 253 11 lives life NNS cord-328181-b2o05j3j 253 12 at at IN cord-328181-b2o05j3j 253 13 risk risk NN cord-328181-b2o05j3j 253 14 should should MD cord-328181-b2o05j3j 253 15 cause cause VB cord-328181-b2o05j3j 253 16 linear linear JJ cord-328181-b2o05j3j 253 17 negative negative JJ cord-328181-b2o05j3j 253 18 externalities externality NNS cord-328181-b2o05j3j 253 19 associated associate VBN cord-328181-b2o05j3j 253 20 to to IN cord-328181-b2o05j3j 253 21 both both CC cord-328181-b2o05j3j 253 22 increased increase VBN cord-328181-b2o05j3j 253 23 unemployment unemployment NN cord-328181-b2o05j3j 253 24 ripple ripple NN cord-328181-b2o05j3j 253 25 effects effect NNS cord-328181-b2o05j3j 253 26 and and CC cord-328181-b2o05j3j 253 27 inability inability NN cord-328181-b2o05j3j 253 28 to to TO cord-328181-b2o05j3j 253 29 reach reach VB cord-328181-b2o05j3j 253 30 throughput throughput NN cord-328181-b2o05j3j 253 31 thresholds threshold NNS cord-328181-b2o05j3j 253 32 capable capable JJ cord-328181-b2o05j3j 253 33 of of IN cord-328181-b2o05j3j 253 34 amplifying amplify VBG cord-328181-b2o05j3j 253 35 value value NN cord-328181-b2o05j3j 253 36 creation creation NN cord-328181-b2o05j3j 253 37 . . . cord-328181-b2o05j3j 254 1 3 3 LS cord-328181-b2o05j3j 254 2 . . . cord-328181-b2o05j3j 255 1 Disease disease NN cord-328181-b2o05j3j 255 2 stages stage VBZ cord-328181-b2o05j3j 255 3 that that WDT cord-328181-b2o05j3j 255 4 both both DT cord-328181-b2o05j3j 255 5 forbid forbid VBP cord-328181-b2o05j3j 255 6 interactions interaction NNS cord-328181-b2o05j3j 255 7 and and CC cord-328181-b2o05j3j 255 8 put put VB cord-328181-b2o05j3j 255 9 individual individual JJ cord-328181-b2o05j3j 255 10 lives life NNS cord-328181-b2o05j3j 255 11 at at IN cord-328181-b2o05j3j 255 12 risk risk NN cord-328181-b2o05j3j 255 13 should should MD cord-328181-b2o05j3j 255 14 cause cause VB cord-328181-b2o05j3j 255 15 non non JJ cord-328181-b2o05j3j 255 16 - - JJ cord-328181-b2o05j3j 255 17 linear linear JJ cord-328181-b2o05j3j 255 18 negative negative JJ cord-328181-b2o05j3j 255 19 externalities externality NNS cord-328181-b2o05j3j 255 20 due due JJ cord-328181-b2o05j3j 255 21 to to IN cord-328181-b2o05j3j 255 22 increased increase VBN cord-328181-b2o05j3j 255 23 unemployment unemployment NN cord-328181-b2o05j3j 255 24 ripple ripple NN cord-328181-b2o05j3j 255 25 effects effect NNS cord-328181-b2o05j3j 255 26 , , , cord-328181-b2o05j3j 255 27 inability inability NN cord-328181-b2o05j3j 255 28 to to TO cord-328181-b2o05j3j 255 29 reach reach VB cord-328181-b2o05j3j 255 30 throughput throughput NN cord-328181-b2o05j3j 255 31 thresholds threshold NNS cord-328181-b2o05j3j 255 32 capable capable JJ cord-328181-b2o05j3j 255 33 of of IN cord-328181-b2o05j3j 255 34 amplifying amplify VBG cord-328181-b2o05j3j 255 35 value value NN cord-328181-b2o05j3j 255 36 creation creation NN cord-328181-b2o05j3j 255 37 and and CC cord-328181-b2o05j3j 255 38 the the DT cord-328181-b2o05j3j 255 39 saturation saturation NN cord-328181-b2o05j3j 255 40 of of IN cord-328181-b2o05j3j 255 41 alternatives alternative NNS cord-328181-b2o05j3j 255 42 under under IN cord-328181-b2o05j3j 255 43 an an DT cord-328181-b2o05j3j 255 44 increasingly increasingly RB cord-328181-b2o05j3j 255 45 severe severe JJ cord-328181-b2o05j3j 255 46 public public JJ cord-328181-b2o05j3j 255 47 health health NN cord-328181-b2o05j3j 255 48 crisis crisis NN cord-328181-b2o05j3j 255 49 . . . cord-328181-b2o05j3j 256 1 4 4 LS cord-328181-b2o05j3j 256 2 . . . cord-328181-b2o05j3j 257 1 In in IN cord-328181-b2o05j3j 257 2 addition addition NN cord-328181-b2o05j3j 257 3 , , , cord-328181-b2o05j3j 257 4 we -PRON- PRP cord-328181-b2o05j3j 257 5 estimate estimate VBP cord-328181-b2o05j3j 257 6 the the DT cord-328181-b2o05j3j 257 7 cost cost NN cord-328181-b2o05j3j 257 8 of of IN cord-328181-b2o05j3j 257 9 performing perform VBG cord-328181-b2o05j3j 257 10 one one CD cord-328181-b2o05j3j 257 11 test test NN cord-328181-b2o05j3j 257 12 as as IN cord-328181-b2o05j3j 257 13 part part NN cord-328181-b2o05j3j 257 14 of of IN cord-328181-b2o05j3j 257 15 the the DT cord-328181-b2o05j3j 257 16 public public JJ cord-328181-b2o05j3j 257 17 cost cost NN cord-328181-b2o05j3j 257 18 . . . cord-328181-b2o05j3j 258 1 The the DT cord-328181-b2o05j3j 258 2 purpose purpose NN cord-328181-b2o05j3j 258 3 of of IN cord-328181-b2o05j3j 258 4 this this DT cord-328181-b2o05j3j 258 5 observable observable JJ cord-328181-b2o05j3j 258 6 is be VBZ cord-328181-b2o05j3j 258 7 to to TO cord-328181-b2o05j3j 258 8 provide provide VB cord-328181-b2o05j3j 258 9 an an DT cord-328181-b2o05j3j 258 10 account account NN cord-328181-b2o05j3j 258 11 of of IN cord-328181-b2o05j3j 258 12 testing testing NN cord-328181-b2o05j3j 258 13 as as IN cord-328181-b2o05j3j 258 14 a a DT cord-328181-b2o05j3j 258 15 public public JJ cord-328181-b2o05j3j 258 16 measure measure NN cord-328181-b2o05j3j 258 17 versus versus IN cord-328181-b2o05j3j 258 18 other other JJ cord-328181-b2o05j3j 258 19 actions action NNS cord-328181-b2o05j3j 258 20 for for IN cord-328181-b2o05j3j 258 21 which which WDT cord-328181-b2o05j3j 258 22 their -PRON- PRP$ cord-328181-b2o05j3j 258 23 cost cost NN cord-328181-b2o05j3j 258 24 is be VBZ cord-328181-b2o05j3j 258 25 harder hard JJR cord-328181-b2o05j3j 258 26 to to TO cord-328181-b2o05j3j 258 27 account account VB cord-328181-b2o05j3j 258 28 for for IN cord-328181-b2o05j3j 258 29 . . . cord-328181-b2o05j3j 259 1 In in IN cord-328181-b2o05j3j 259 2 order order NN cord-328181-b2o05j3j 259 3 to to TO cord-328181-b2o05j3j 259 4 materialize materialize VB cord-328181-b2o05j3j 259 5 the the DT cord-328181-b2o05j3j 259 6 above above JJ cord-328181-b2o05j3j 259 7 principles principle NNS cord-328181-b2o05j3j 259 8 , , , cord-328181-b2o05j3j 259 9 our -PRON- PRP$ cord-328181-b2o05j3j 259 10 approach approach NN cord-328181-b2o05j3j 259 11 is be VBZ cord-328181-b2o05j3j 259 12 inspired inspire VBN cord-328181-b2o05j3j 259 13 by by IN cord-328181-b2o05j3j 259 14 that that DT cord-328181-b2o05j3j 259 15 of of IN cord-328181-b2o05j3j 259 16 inputoutput inputoutput NN cord-328181-b2o05j3j 259 17 matrices matrix NNS cord-328181-b2o05j3j 259 18 utilized utilize VBN cord-328181-b2o05j3j 259 19 to to TO cord-328181-b2o05j3j 259 20 account account VB cord-328181-b2o05j3j 259 21 for for IN cord-328181-b2o05j3j 259 22 combined combine VBN cord-328181-b2o05j3j 259 23 economy economy NN cord-328181-b2o05j3j 259 24 - - HYPH cord-328181-b2o05j3j 259 25 ecosystem ecosystem NN cord-328181-b2o05j3j 259 26 calculations calculation NNS cord-328181-b2o05j3j 259 27 [ [ -LRB- cord-328181-b2o05j3j 259 28 52 52 CD cord-328181-b2o05j3j 259 29 ] ] -RRB- cord-328181-b2o05j3j 259 30 . . . cord-328181-b2o05j3j 260 1 The the DT cord-328181-b2o05j3j 260 2 equivalent equivalent NN cord-328181-b2o05j3j 260 3 of of IN cord-328181-b2o05j3j 260 4 the the DT cord-328181-b2o05j3j 260 5 matrix matrix NN cord-328181-b2o05j3j 260 6 M M NNP cord-328181-b2o05j3j 260 7 in in IN cord-328181-b2o05j3j 260 8 our -PRON- PRP$ cord-328181-b2o05j3j 260 9 model model NN cord-328181-b2o05j3j 260 10 expresses express VBZ cord-328181-b2o05j3j 260 11 economic economic JJ cord-328181-b2o05j3j 260 12 outputs output NNS cord-328181-b2o05j3j 260 13 per per IN cord-328181-b2o05j3j 260 14 disease disease NN cord-328181-b2o05j3j 260 15 stages stage NNS cord-328181-b2o05j3j 260 16 . . . cord-328181-b2o05j3j 261 1 Viewed view VBN cord-328181-b2o05j3j 261 2 as as IN cord-328181-b2o05j3j 261 3 a a DT cord-328181-b2o05j3j 261 4 matrix matrix NN cord-328181-b2o05j3j 261 5 computation computation NN cord-328181-b2o05j3j 261 6 , , , cord-328181-b2o05j3j 261 7 the the DT cord-328181-b2o05j3j 261 8 components component NNS cord-328181-b2o05j3j 261 9 of of IN cord-328181-b2o05j3j 261 10 the the DT cord-328181-b2o05j3j 261 11 input input NN cord-328181-b2o05j3j 261 12 vector vector NN cord-328181-b2o05j3j 261 13 u u PRP cord-328181-b2o05j3j 261 14 correspond correspond VBP cord-328181-b2o05j3j 261 15 to to IN cord-328181-b2o05j3j 261 16 proportions proportion NNS cord-328181-b2o05j3j 261 17 of of IN cord-328181-b2o05j3j 261 18 the the DT cord-328181-b2o05j3j 261 19 agent agent NN cord-328181-b2o05j3j 261 20 population population NN cord-328181-b2o05j3j 261 21 per per IN cord-328181-b2o05j3j 261 22 infectious infectious JJ cord-328181-b2o05j3j 261 23 stage stage NN cord-328181-b2o05j3j 261 24 , , , cord-328181-b2o05j3j 261 25 while while IN cord-328181-b2o05j3j 261 26 the the DT cord-328181-b2o05j3j 261 27 output output NN cord-328181-b2o05j3j 261 28 vector vector NN cord-328181-b2o05j3j 261 29 v v NN cord-328181-b2o05j3j 261 30 is be VBZ cord-328181-b2o05j3j 261 31 of of IN cord-328181-b2o05j3j 261 32 the the DT cord-328181-b2o05j3j 261 33 form form NN cord-328181-b2o05j3j 261 34 v v NN cord-328181-b2o05j3j 261 35 = = NN cord-328181-b2o05j3j 261 36 ( ( -LRB- cord-328181-b2o05j3j 261 37 v v NNP cord-328181-b2o05j3j 261 38 priv priv NNP cord-328181-b2o05j3j 261 39 , , , cord-328181-b2o05j3j 261 40 v v NNP cord-328181-b2o05j3j 261 41 pub pub NN cord-328181-b2o05j3j 261 42 ) ) -RRB- cord-328181-b2o05j3j 261 43 . . . cord-328181-b2o05j3j 262 1 Depending depend VBG cord-328181-b2o05j3j 262 2 on on IN cord-328181-b2o05j3j 262 3 the the DT cord-328181-b2o05j3j 262 4 disease disease NN cord-328181-b2o05j3j 262 5 stage stage NN cord-328181-b2o05j3j 262 6 , , , cord-328181-b2o05j3j 262 7 vector vector NN cord-328181-b2o05j3j 262 8 components component NNS cord-328181-b2o05j3j 262 9 are be VBP cord-328181-b2o05j3j 262 10 computed compute VBN cord-328181-b2o05j3j 262 11 aggregating aggregate VBG cord-328181-b2o05j3j 262 12 the the DT cord-328181-b2o05j3j 262 13 value value NN cord-328181-b2o05j3j 262 14 of of IN cord-328181-b2o05j3j 262 15 interactions interaction NNS cord-328181-b2o05j3j 262 16 or or CC cord-328181-b2o05j3j 262 17 individually individually RB cord-328181-b2o05j3j 262 18 . . . cord-328181-b2o05j3j 263 1 By by IN cord-328181-b2o05j3j 263 2 a a DT cord-328181-b2o05j3j 263 3 suitable suitable JJ cord-328181-b2o05j3j 263 4 homotopic homotopic JJ cord-328181-b2o05j3j 263 5 transformation transformation NN cord-328181-b2o05j3j 263 6 T t NN cord-328181-b2o05j3j 263 7 [ [ -LRB- cord-328181-b2o05j3j 263 8 88 88 CD cord-328181-b2o05j3j 263 9 ] ] -RRB- cord-328181-b2o05j3j 263 10 , , , cord-328181-b2o05j3j 263 11 we -PRON- PRP cord-328181-b2o05j3j 263 12 approximate approximate VBP cord-328181-b2o05j3j 263 13 non non JJ cord-328181-b2o05j3j 263 14 - - JJ cord-328181-b2o05j3j 263 15 linear linear JJ cord-328181-b2o05j3j 263 16 effects effect NNS cord-328181-b2o05j3j 263 17 of of IN cord-328181-b2o05j3j 263 18 market market NN cord-328181-b2o05j3j 263 19 dynamics dynamic NNS cord-328181-b2o05j3j 263 20 , , , cord-328181-b2o05j3j 264 1 thus thus RB cord-328181-b2o05j3j 264 2 the the DT cord-328181-b2o05j3j 264 3 final final JJ cord-328181-b2o05j3j 264 4 value value NN cord-328181-b2o05j3j 264 5 of of IN cord-328181-b2o05j3j 264 6 v v NN cord-328181-b2o05j3j 264 7 becomes become VBZ cord-328181-b2o05j3j 264 8 T T NNP cord-328181-b2o05j3j 264 9 [ [ -LRB- cord-328181-b2o05j3j 264 10 v v NN cord-328181-b2o05j3j 264 11 ] ] -RRB- cord-328181-b2o05j3j 264 12 = = NFP cord-328181-b2o05j3j 264 13 ( ( -LRB- cord-328181-b2o05j3j 264 14 v v NNP cord-328181-b2o05j3j 264 15 α α NNP cord-328181-b2o05j3j 264 16 priv priv NNP cord-328181-b2o05j3j 264 17 priv priv NNP cord-328181-b2o05j3j 264 18 , , , cord-328181-b2o05j3j 264 19 v v NNP cord-328181-b2o05j3j 264 20 α α NNP cord-328181-b2o05j3j 264 21 pub pub NN cord-328181-b2o05j3j 264 22 pub pub NN cord-328181-b2o05j3j 264 23 ) ) -RRB- cord-328181-b2o05j3j 264 24 . . . cord-328181-b2o05j3j 265 1 The the DT cord-328181-b2o05j3j 265 2 matrix matrix NN cord-328181-b2o05j3j 265 3 components component NNS cord-328181-b2o05j3j 265 4 m m NNP cord-328181-b2o05j3j 265 5 ij ij NNP cord-328181-b2o05j3j 265 6 and and CC cord-328181-b2o05j3j 265 7 both both DT cord-328181-b2o05j3j 265 8 α α XX cord-328181-b2o05j3j 265 9 priv priv NNP cord-328181-b2o05j3j 265 10 and and CC cord-328181-b2o05j3j 265 11 α α NNP cord-328181-b2o05j3j 265 12 pub pub NNP cord-328181-b2o05j3j 265 13 are be VBP cord-328181-b2o05j3j 265 14 model model NN cord-328181-b2o05j3j 265 15 inputs input NNS cord-328181-b2o05j3j 265 16 . . . cord-328181-b2o05j3j 266 1 Our -PRON- PRP$ cord-328181-b2o05j3j 266 2 model model NN cord-328181-b2o05j3j 266 3 captures capture VBZ cord-328181-b2o05j3j 266 4 during during IN cord-328181-b2o05j3j 266 5 its -PRON- PRP$ cord-328181-b2o05j3j 266 6 execution execution NN cord-328181-b2o05j3j 266 7 various various JJ cord-328181-b2o05j3j 266 8 observables observable NNS cord-328181-b2o05j3j 266 9 every every DT cord-328181-b2o05j3j 266 10 time time NN cord-328181-b2o05j3j 266 11 step step NN cord-328181-b2o05j3j 266 12 . . . cord-328181-b2o05j3j 267 1 All all DT cord-328181-b2o05j3j 267 2 values value NNS cord-328181-b2o05j3j 267 3 are be VBP cord-328181-b2o05j3j 267 4 aggregates aggregate NNS cord-328181-b2o05j3j 267 5 and and CC cord-328181-b2o05j3j 267 6 no no DT cord-328181-b2o05j3j 267 7 particular particular JJ cord-328181-b2o05j3j 267 8 agent agent NN cord-328181-b2o05j3j 267 9 information information NN cord-328181-b2o05j3j 267 10 is be VBZ cord-328181-b2o05j3j 267 11 stored store VBN cord-328181-b2o05j3j 267 12 ; ; : cord-328181-b2o05j3j 267 13 in in IN cord-328181-b2o05j3j 267 14 the the DT cord-328181-b2o05j3j 267 15 future future NN cord-328181-b2o05j3j 267 16 , , , cord-328181-b2o05j3j 267 17 this this DT cord-328181-b2o05j3j 267 18 can can MD cord-328181-b2o05j3j 267 19 be be VB cord-328181-b2o05j3j 267 20 of of IN cord-328181-b2o05j3j 267 21 value value NN cord-328181-b2o05j3j 267 22 if if IN cord-328181-b2o05j3j 267 23 the the DT cord-328181-b2o05j3j 267 24 model model NN cord-328181-b2o05j3j 267 25 is be VBZ cord-328181-b2o05j3j 267 26 extended extend VBN cord-328181-b2o05j3j 267 27 with with IN cord-328181-b2o05j3j 267 28 network network NN cord-328181-b2o05j3j 267 29 information information NN cord-328181-b2o05j3j 267 30 . . . cord-328181-b2o05j3j 268 1 After after IN cord-328181-b2o05j3j 268 2 a a DT cord-328181-b2o05j3j 268 3 simulation simulation NN cord-328181-b2o05j3j 268 4 has have VBZ cord-328181-b2o05j3j 268 5 completed complete VBN cord-328181-b2o05j3j 268 6 , , , cord-328181-b2o05j3j 268 7 the the DT cord-328181-b2o05j3j 268 8 following follow VBG cord-328181-b2o05j3j 268 9 classes class NNS cord-328181-b2o05j3j 268 10 of of IN cord-328181-b2o05j3j 268 11 observables observable NNS cord-328181-b2o05j3j 268 12 are be VBP cord-328181-b2o05j3j 268 13 recorded record VBN cord-328181-b2o05j3j 268 14 in in IN cord-328181-b2o05j3j 268 15 a a DT cord-328181-b2o05j3j 268 16 CSV csv NN cord-328181-b2o05j3j 268 17 format format NN cord-328181-b2o05j3j 268 18 : : : cord-328181-b2o05j3j 268 19 . . . cord-328181-b2o05j3j 269 1 CC CC NNP cord-328181-b2o05j3j 269 2 - - HYPH cord-328181-b2o05j3j 269 3 BY BY NNP cord-328181-b2o05j3j 269 4 - - HYPH cord-328181-b2o05j3j 269 5 ND ND NNP cord-328181-b2o05j3j 269 6 4.0 4.0 CD cord-328181-b2o05j3j 269 7 International international JJ cord-328181-b2o05j3j 269 8 license license NN cord-328181-b2o05j3j 270 1 It -PRON- PRP cord-328181-b2o05j3j 270 2 is be VBZ cord-328181-b2o05j3j 270 3 made make VBN cord-328181-b2o05j3j 270 4 available available JJ cord-328181-b2o05j3j 270 5 under under IN cord-328181-b2o05j3j 270 6 a a DT cord-328181-b2o05j3j 271 1 is be VBZ cord-328181-b2o05j3j 271 2 the the DT cord-328181-b2o05j3j 271 3 author author NN cord-328181-b2o05j3j 271 4 / / SYM cord-328181-b2o05j3j 271 5 funder funder NN cord-328181-b2o05j3j 271 6 , , , cord-328181-b2o05j3j 271 7 who who WP cord-328181-b2o05j3j 271 8 has have VBZ cord-328181-b2o05j3j 271 9 granted grant VBN cord-328181-b2o05j3j 271 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 271 11 a a DT cord-328181-b2o05j3j 271 12 license license NN cord-328181-b2o05j3j 271 13 to to TO cord-328181-b2o05j3j 271 14 display display VB cord-328181-b2o05j3j 271 15 the the DT cord-328181-b2o05j3j 271 16 preprint preprint NN cord-328181-b2o05j3j 271 17 in in IN cord-328181-b2o05j3j 271 18 perpetuity perpetuity NN cord-328181-b2o05j3j 271 19 . . . cord-328181-b2o05j3j 272 1 The the DT cord-328181-b2o05j3j 272 2 copyright copyright NN cord-328181-b2o05j3j 272 3 holder holder NN cord-328181-b2o05j3j 272 4 for for IN cord-328181-b2o05j3j 272 5 this this DT cord-328181-b2o05j3j 272 6 preprint preprint NN cord-328181-b2o05j3j 272 7 this this DT cord-328181-b2o05j3j 272 8 version version NN cord-328181-b2o05j3j 272 9 posted post VBN cord-328181-b2o05j3j 272 10 July July NNP cord-328181-b2o05j3j 272 11 25 25 CD cord-328181-b2o05j3j 272 12 , , , cord-328181-b2o05j3j 272 13 2020 2020 CD cord-328181-b2o05j3j 272 14 . . . cord-328181-b2o05j3j 273 1 Step step NN cord-328181-b2o05j3j 273 2 number number NN cord-328181-b2o05j3j 273 3 , , , cord-328181-b2o05j3j 273 4 population population NN cord-328181-b2o05j3j 273 5 size size NN cord-328181-b2o05j3j 273 6 Disease Disease NNP cord-328181-b2o05j3j 273 7 ( ( -LRB- cord-328181-b2o05j3j 273 8 fraction fraction NN cord-328181-b2o05j3j 273 9 ) ) -RRB- cord-328181-b2o05j3j 274 1 Susceptible susceptible JJ cord-328181-b2o05j3j 274 2 , , , cord-328181-b2o05j3j 274 3 exposed expose VBN cord-328181-b2o05j3j 274 4 , , , cord-328181-b2o05j3j 274 5 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 274 6 , , , cord-328181-b2o05j3j 274 7 symptomatic symptomatic JJ cord-328181-b2o05j3j 274 8 quarantined quarantine VBN cord-328181-b2o05j3j 274 9 , , , cord-328181-b2o05j3j 274 10 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 274 11 quarantined quarantine VBN cord-328181-b2o05j3j 274 12 , , , cord-328181-b2o05j3j 274 13 severe severe JJ cord-328181-b2o05j3j 274 14 , , , cord-328181-b2o05j3j 274 15 recovered recover VBN cord-328181-b2o05j3j 274 16 , , , cord-328181-b2o05j3j 274 17 diseased diseased JJ cord-328181-b2o05j3j 274 18 Measures Measures NNP cord-328181-b2o05j3j 274 19 Self self NN cord-328181-b2o05j3j 274 20 - - HYPH cord-328181-b2o05j3j 274 21 Isolated Isolated NNP cord-328181-b2o05j3j 274 22 , , , cord-328181-b2o05j3j 274 23 tested test VBN cord-328181-b2o05j3j 274 24 , , , cord-328181-b2o05j3j 274 25 traced trace VBD cord-328181-b2o05j3j 274 26 Epidemiology Epidemiology NNP cord-328181-b2o05j3j 274 27 Effective effective JJ cord-328181-b2o05j3j 274 28 reproductive reproductive JJ cord-328181-b2o05j3j 274 29 number number NN cord-328181-b2o05j3j 274 30 Economics economic NNS cord-328181-b2o05j3j 274 31 Cumulative cumulative JJ cord-328181-b2o05j3j 274 32 private private JJ cord-328181-b2o05j3j 274 33 value value NN cord-328181-b2o05j3j 274 34 , , , cord-328181-b2o05j3j 274 35 cumulative cumulative JJ cord-328181-b2o05j3j 274 36 public public JJ cord-328181-b2o05j3j 274 37 value value NN cord-328181-b2o05j3j 275 1 The the DT cord-328181-b2o05j3j 275 2 Epidemiology Epidemiology NNP cord-328181-b2o05j3j 275 3 Workbench Workbench NNP cord-328181-b2o05j3j 275 4 is be VBZ cord-328181-b2o05j3j 275 5 implemented implement VBN cord-328181-b2o05j3j 275 6 using use VBG cord-328181-b2o05j3j 275 7 Python Python NNP cord-328181-b2o05j3j 275 8 ( ( -LRB- cord-328181-b2o05j3j 275 9 v v NN cord-328181-b2o05j3j 275 10 3.6 3.6 CD cord-328181-b2o05j3j 275 11 ) ) -RRB- cord-328181-b2o05j3j 275 12 using use VBG cord-328181-b2o05j3j 275 13 the the DT cord-328181-b2o05j3j 275 14 Mesa Mesa NNP cord-328181-b2o05j3j 275 15 agentbased agentbase VBN cord-328181-b2o05j3j 275 16 simulation simulation NN cord-328181-b2o05j3j 275 17 library library NN cord-328181-b2o05j3j 275 18 [ [ -LRB- cord-328181-b2o05j3j 275 19 77 77 CD cord-328181-b2o05j3j 275 20 ] ] -RRB- cord-328181-b2o05j3j 275 21 . . . cord-328181-b2o05j3j 276 1 In in IN cord-328181-b2o05j3j 276 2 batch batch NN cord-328181-b2o05j3j 276 3 processing processing NN cord-328181-b2o05j3j 276 4 mode mode NN cord-328181-b2o05j3j 276 5 , , , cord-328181-b2o05j3j 276 6 our -PRON- PRP$ cord-328181-b2o05j3j 276 7 model model NN cord-328181-b2o05j3j 276 8 receives receive VBZ cord-328181-b2o05j3j 276 9 a a DT cord-328181-b2o05j3j 276 10 JSON JSON NNP cord-328181-b2o05j3j 276 11 file file NN cord-328181-b2o05j3j 276 12 with with IN cord-328181-b2o05j3j 276 13 all all PDT cord-328181-b2o05j3j 276 14 the the DT cord-328181-b2o05j3j 276 15 parameters parameter NNS cord-328181-b2o05j3j 276 16 described describe VBN cord-328181-b2o05j3j 276 17 above above RB cord-328181-b2o05j3j 276 18 and and CC cord-328181-b2o05j3j 276 19 a a DT cord-328181-b2o05j3j 276 20 number number NN cord-328181-b2o05j3j 276 21 indicating indicate VBG cord-328181-b2o05j3j 276 22 the the DT cord-328181-b2o05j3j 276 23 number number NN cord-328181-b2o05j3j 276 24 of of IN cord-328181-b2o05j3j 276 25 cores core NNS cord-328181-b2o05j3j 276 26 to to TO cord-328181-b2o05j3j 276 27 use use VB cord-328181-b2o05j3j 276 28 during during IN cord-328181-b2o05j3j 276 29 the the DT cord-328181-b2o05j3j 276 30 simulation simulation NN cord-328181-b2o05j3j 276 31 . . . cord-328181-b2o05j3j 277 1 Once once RB cord-328181-b2o05j3j 277 2 a a DT cord-328181-b2o05j3j 277 3 sanity sanity NN cord-328181-b2o05j3j 277 4 check check NN cord-328181-b2o05j3j 277 5 is be VBZ cord-328181-b2o05j3j 277 6 performed perform VBN cord-328181-b2o05j3j 277 7 , , , cord-328181-b2o05j3j 277 8 the the DT cord-328181-b2o05j3j 277 9 parameters parameter NNS cord-328181-b2o05j3j 277 10 are be VBP cord-328181-b2o05j3j 277 11 used use VBN cord-328181-b2o05j3j 277 12 in in IN cord-328181-b2o05j3j 277 13 conjunction conjunction NN cord-328181-b2o05j3j 277 14 with with IN cord-328181-b2o05j3j 277 15 the the DT cord-328181-b2o05j3j 277 16 multiprocessing multiprocessing NN cord-328181-b2o05j3j 277 17 batch batch NN cord-328181-b2o05j3j 277 18 running running NN cord-328181-b2o05j3j 277 19 features feature NNS cord-328181-b2o05j3j 277 20 provided provide VBN cord-328181-b2o05j3j 277 21 by by IN cord-328181-b2o05j3j 277 22 Mesa Mesa NNP cord-328181-b2o05j3j 277 23 . . . cord-328181-b2o05j3j 278 1 We -PRON- PRP cord-328181-b2o05j3j 278 2 also also RB cord-328181-b2o05j3j 278 3 provide provide VBP cord-328181-b2o05j3j 278 4 a a DT cord-328181-b2o05j3j 278 5 parameterizable parameterizable JJ cord-328181-b2o05j3j 278 6 web web NN cord-328181-b2o05j3j 278 7 - - HYPH cord-328181-b2o05j3j 278 8 based base VBN cord-328181-b2o05j3j 278 9 dashboard dashboard NN cord-328181-b2o05j3j 278 10 to to TO cord-328181-b2o05j3j 278 11 explore explore VB cord-328181-b2o05j3j 278 12 individual individual JJ cord-328181-b2o05j3j 278 13 runs run NNS cord-328181-b2o05j3j 278 14 . . . cord-328181-b2o05j3j 279 1 The the DT cord-328181-b2o05j3j 279 2 objective objective NN cord-328181-b2o05j3j 279 3 behind behind IN cord-328181-b2o05j3j 279 4 this this DT cord-328181-b2o05j3j 279 5 corresponds correspond VBZ cord-328181-b2o05j3j 279 6 to to IN cord-328181-b2o05j3j 279 7 enabling enable VBG cord-328181-b2o05j3j 279 8 decision decision NN cord-328181-b2o05j3j 279 9 - - HYPH cord-328181-b2o05j3j 279 10 making make VBG cord-328181-b2o05j3j 279 11 users user NNS cord-328181-b2o05j3j 279 12 to to TO cord-328181-b2o05j3j 279 13 progressively progressively RB cord-328181-b2o05j3j 279 14 gain gain VB cord-328181-b2o05j3j 279 15 intuitions intuition NNS cord-328181-b2o05j3j 279 16 behind behind IN cord-328181-b2o05j3j 279 17 each each DT cord-328181-b2o05j3j 279 18 parameter parameter NN cord-328181-b2o05j3j 279 19 , , , cord-328181-b2o05j3j 279 20 and and CC cord-328181-b2o05j3j 279 21 not not RB cord-328181-b2o05j3j 279 22 to to TO cord-328181-b2o05j3j 279 23 provide provide VB cord-328181-b2o05j3j 279 24 operational operational JJ cord-328181-b2o05j3j 279 25 information information NN cord-328181-b2o05j3j 279 26 . . . cord-328181-b2o05j3j 280 1 Our -PRON- PRP$ cord-328181-b2o05j3j 280 2 code code NN cord-328181-b2o05j3j 280 3 is be VBZ cord-328181-b2o05j3j 280 4 openly openly RB cord-328181-b2o05j3j 280 5 accessible accessible JJ cord-328181-b2o05j3j 280 6 through through IN cord-328181-b2o05j3j 280 7 GitHub GitHub NNP cord-328181-b2o05j3j 280 8 1 1 CD cord-328181-b2o05j3j 280 9 . . . cord-328181-b2o05j3j 281 1 CC CC NNP cord-328181-b2o05j3j 281 2 - - HYPH cord-328181-b2o05j3j 281 3 BY BY NNP cord-328181-b2o05j3j 281 4 - - HYPH cord-328181-b2o05j3j 281 5 ND ND NNP cord-328181-b2o05j3j 281 6 4.0 4.0 CD cord-328181-b2o05j3j 281 7 International international JJ cord-328181-b2o05j3j 281 8 license license NN cord-328181-b2o05j3j 282 1 It -PRON- PRP cord-328181-b2o05j3j 282 2 is be VBZ cord-328181-b2o05j3j 282 3 made make VBN cord-328181-b2o05j3j 282 4 available available JJ cord-328181-b2o05j3j 282 5 under under IN cord-328181-b2o05j3j 282 6 a a DT cord-328181-b2o05j3j 283 1 is be VBZ cord-328181-b2o05j3j 283 2 the the DT cord-328181-b2o05j3j 283 3 author author NN cord-328181-b2o05j3j 283 4 / / SYM cord-328181-b2o05j3j 283 5 funder funder NN cord-328181-b2o05j3j 283 6 , , , cord-328181-b2o05j3j 283 7 who who WP cord-328181-b2o05j3j 283 8 has have VBZ cord-328181-b2o05j3j 283 9 granted grant VBN cord-328181-b2o05j3j 283 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 283 11 a a DT cord-328181-b2o05j3j 283 12 license license NN cord-328181-b2o05j3j 283 13 to to TO cord-328181-b2o05j3j 283 14 display display VB cord-328181-b2o05j3j 283 15 the the DT cord-328181-b2o05j3j 283 16 preprint preprint NN cord-328181-b2o05j3j 283 17 in in IN cord-328181-b2o05j3j 283 18 perpetuity perpetuity NN cord-328181-b2o05j3j 283 19 . . . cord-328181-b2o05j3j 284 1 The the DT cord-328181-b2o05j3j 284 2 copyright copyright NN cord-328181-b2o05j3j 284 3 holder holder NN cord-328181-b2o05j3j 284 4 for for IN cord-328181-b2o05j3j 284 5 this this DT cord-328181-b2o05j3j 284 6 preprint preprint NN cord-328181-b2o05j3j 284 7 this this DT cord-328181-b2o05j3j 284 8 version version NN cord-328181-b2o05j3j 284 9 posted post VBN cord-328181-b2o05j3j 284 10 July July NNP cord-328181-b2o05j3j 284 11 25 25 CD cord-328181-b2o05j3j 284 12 , , , cord-328181-b2o05j3j 284 13 2020 2020 CD cord-328181-b2o05j3j 284 14 . . . cord-328181-b2o05j3j 284 15 . . . cord-328181-b2o05j3j 285 1 cases case NNS cord-328181-b2o05j3j 285 2 can can MD cord-328181-b2o05j3j 285 3 provide provide VB cord-328181-b2o05j3j 285 4 information information NN cord-328181-b2o05j3j 285 5 leading lead VBG cord-328181-b2o05j3j 285 6 to to IN cord-328181-b2o05j3j 285 7 estimates estimate NNS cord-328181-b2o05j3j 285 8 , , , cord-328181-b2o05j3j 285 9 or or CC cord-328181-b2o05j3j 285 10 values value NNS cord-328181-b2o05j3j 285 11 provided provide VBN cord-328181-b2o05j3j 285 12 by by IN cord-328181-b2o05j3j 285 13 trusted trust VBN cord-328181-b2o05j3j 285 14 sources source NNS cord-328181-b2o05j3j 285 15 at at IN cord-328181-b2o05j3j 285 16 the the DT cord-328181-b2o05j3j 285 17 most most RBS cord-328181-b2o05j3j 285 18 local local JJ cord-328181-b2o05j3j 285 19 level level NN cord-328181-b2o05j3j 285 20 possible possible JJ cord-328181-b2o05j3j 285 21 can can MD cord-328181-b2o05j3j 285 22 be be VB cord-328181-b2o05j3j 285 23 used use VBN cord-328181-b2o05j3j 285 24 . . . cord-328181-b2o05j3j 286 1 Incubation incubation NN cord-328181-b2o05j3j 286 2 time time NN cord-328181-b2o05j3j 286 3 is be VBZ cord-328181-b2o05j3j 286 4 likely likely JJ cord-328181-b2o05j3j 286 5 to to TO cord-328181-b2o05j3j 286 6 be be VB cord-328181-b2o05j3j 286 7 blurred blur VBN cord-328181-b2o05j3j 286 8 by by IN cord-328181-b2o05j3j 286 9 multiple multiple JJ cord-328181-b2o05j3j 286 10 confusion confusion NN cord-328181-b2o05j3j 286 11 variables variable NNS cord-328181-b2o05j3j 286 12 captured capture VBN cord-328181-b2o05j3j 286 13 in in IN cord-328181-b2o05j3j 286 14 our -PRON- PRP$ cord-328181-b2o05j3j 286 15 model model NN cord-328181-b2o05j3j 286 16 as as IN cord-328181-b2o05j3j 286 17 a a DT cord-328181-b2o05j3j 286 18 Poisson Poisson NNP cord-328181-b2o05j3j 286 19 distribution distribution NN cord-328181-b2o05j3j 286 20 . . . cord-328181-b2o05j3j 287 1 Despite despite IN cord-328181-b2o05j3j 287 2 its -PRON- PRP$ cord-328181-b2o05j3j 287 3 stochasticity stochasticity NN cord-328181-b2o05j3j 287 4 , , , cord-328181-b2o05j3j 287 5 the the DT cord-328181-b2o05j3j 287 6 model model NN cord-328181-b2o05j3j 287 7 supposes suppose VBZ cord-328181-b2o05j3j 287 8 that that IN cord-328181-b2o05j3j 287 9 large large JJ cord-328181-b2o05j3j 287 10 population population NN cord-328181-b2o05j3j 287 11 sizes size NNS cord-328181-b2o05j3j 287 12 group group VBP cord-328181-b2o05j3j 287 13 tightly tightly RB cord-328181-b2o05j3j 287 14 towards towards IN cord-328181-b2o05j3j 287 15 a a DT cord-328181-b2o05j3j 287 16 mean mean JJ cord-328181-b2o05j3j 287 17 value value NN cord-328181-b2o05j3j 287 18 . . . cord-328181-b2o05j3j 288 1 This this DT cord-328181-b2o05j3j 288 2 assumption assumption NN cord-328181-b2o05j3j 288 3 may may MD cord-328181-b2o05j3j 288 4 need need VB cord-328181-b2o05j3j 288 5 to to TO cord-328181-b2o05j3j 288 6 be be VB cord-328181-b2o05j3j 288 7 revised revise VBN cord-328181-b2o05j3j 288 8 retrospectively retrospectively RB cord-328181-b2o05j3j 288 9 later later RB cord-328181-b2o05j3j 288 10 . . . cord-328181-b2o05j3j 289 1 For for IN cord-328181-b2o05j3j 289 2 the the DT cord-328181-b2o05j3j 289 3 proportion proportion NN cord-328181-b2o05j3j 289 4 of of IN cord-328181-b2o05j3j 289 5 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 289 6 patients patient NNS cord-328181-b2o05j3j 289 7 , , , cord-328181-b2o05j3j 289 8 contact contact NN cord-328181-b2o05j3j 289 9 tracing tracing NN cord-328181-b2o05j3j 289 10 and and CC cord-328181-b2o05j3j 289 11 structured structured JJ cord-328181-b2o05j3j 289 12 antibody antibody NN cord-328181-b2o05j3j 289 13 testing testing NN cord-328181-b2o05j3j 289 14 can can MD cord-328181-b2o05j3j 289 15 provide provide VB cord-328181-b2o05j3j 289 16 specific specific JJ cord-328181-b2o05j3j 289 17 local local JJ cord-328181-b2o05j3j 289 18 information information NN cord-328181-b2o05j3j 289 19 . . . cord-328181-b2o05j3j 290 1 As as IN cord-328181-b2o05j3j 290 2 a a DT cord-328181-b2o05j3j 290 3 general general JJ cord-328181-b2o05j3j 290 4 calibration calibration NN cord-328181-b2o05j3j 290 5 protocol protocol NN cord-328181-b2o05j3j 290 6 , , , cord-328181-b2o05j3j 290 7 we -PRON- PRP cord-328181-b2o05j3j 290 8 suggest suggest VBP cord-328181-b2o05j3j 290 9 the the DT cord-328181-b2o05j3j 290 10 following follow VBG cord-328181-b2o05j3j 290 11 steps step NNS cord-328181-b2o05j3j 290 12 : : : cord-328181-b2o05j3j 290 13 1 1 CD cord-328181-b2o05j3j 290 14 . . . cord-328181-b2o05j3j 291 1 Adjust adjust VB cord-328181-b2o05j3j 291 2 grid grid NN cord-328181-b2o05j3j 291 3 size size NN cord-328181-b2o05j3j 291 4 based base VBN cord-328181-b2o05j3j 291 5 on on IN cord-328181-b2o05j3j 291 6 fixed fix VBN cord-328181-b2o05j3j 291 7 population population NN cord-328181-b2o05j3j 291 8 density density NN cord-328181-b2o05j3j 291 9 until until IN cord-328181-b2o05j3j 291 10 R r NN cord-328181-b2o05j3j 291 11 0 0 CD cord-328181-b2o05j3j 291 12 matches match VBZ cord-328181-b2o05j3j 291 13 the the DT cord-328181-b2o05j3j 291 14 best well RBS cord-328181-b2o05j3j 291 15 known know VBN cord-328181-b2o05j3j 291 16 value value NN cord-328181-b2o05j3j 291 17 for for IN cord-328181-b2o05j3j 291 18 the the DT cord-328181-b2o05j3j 291 19 area area NN cord-328181-b2o05j3j 291 20 in in IN cord-328181-b2o05j3j 291 21 the the DT cord-328181-b2o05j3j 291 22 first first JJ cord-328181-b2o05j3j 291 23 days day NNS cord-328181-b2o05j3j 291 24 of of IN cord-328181-b2o05j3j 291 25 the the DT cord-328181-b2o05j3j 291 26 model model NN cord-328181-b2o05j3j 291 27 ( ( -LRB- cord-328181-b2o05j3j 291 28 steps step NNS cord-328181-b2o05j3j 291 29 = = SYM cord-328181-b2o05j3j 291 30 96 96 CD cord-328181-b2o05j3j 291 31 ) ) -RRB- cord-328181-b2o05j3j 291 32 and and CC cord-328181-b2o05j3j 291 33 > > SYM cord-328181-b2o05j3j 291 34 30 30 CD cord-328181-b2o05j3j 291 35 runs run NNS cord-328181-b2o05j3j 291 36 . . . cord-328181-b2o05j3j 292 1 Population population NN cord-328181-b2o05j3j 292 2 density density NN cord-328181-b2o05j3j 292 3 in in IN cord-328181-b2o05j3j 292 4 the the DT cord-328181-b2o05j3j 292 5 model model NN cord-328181-b2o05j3j 292 6 loosely loosely RB cord-328181-b2o05j3j 292 7 includes include VBZ cord-328181-b2o05j3j 292 8 average average JJ cord-328181-b2o05j3j 292 9 mobility mobility NN cord-328181-b2o05j3j 292 10 patterns pattern NNS cord-328181-b2o05j3j 292 11 , , , cord-328181-b2o05j3j 292 12 and and CC cord-328181-b2o05j3j 292 13 cell cell NN cord-328181-b2o05j3j 292 14 sizes size NNS cord-328181-b2o05j3j 292 15 reflect reflect VBP cord-328181-b2o05j3j 292 16 the the DT cord-328181-b2o05j3j 292 17 distance distance NN cord-328181-b2o05j3j 292 18 traversed traverse VBD cord-328181-b2o05j3j 292 19 every every DT cord-328181-b2o05j3j 292 20 15 15 CD cord-328181-b2o05j3j 292 21 minutes minute NNS cord-328181-b2o05j3j 292 22 . . . cord-328181-b2o05j3j 293 1 Also also RB cord-328181-b2o05j3j 293 2 -but -but : cord-328181-b2o05j3j 293 3 not not RB cord-328181-b2o05j3j 293 4 recommended recommend VBN cord-328181-b2o05j3j 293 5 - - : cord-328181-b2o05j3j 293 6 the the DT cord-328181-b2o05j3j 293 7 probability probability NN cord-328181-b2o05j3j 293 8 of of IN cord-328181-b2o05j3j 293 9 contagion contagion NN cord-328181-b2o05j3j 293 10 may may MD cord-328181-b2o05j3j 293 11 be be VB cord-328181-b2o05j3j 293 12 used use VBN cord-328181-b2o05j3j 293 13 to to TO cord-328181-b2o05j3j 293 14 calibrate calibrate VB cord-328181-b2o05j3j 293 15 . . . cord-328181-b2o05j3j 294 1 This this DT cord-328181-b2o05j3j 294 2 may may MD cord-328181-b2o05j3j 294 3 imply imply VB cord-328181-b2o05j3j 294 4 unknown unknown JJ cord-328181-b2o05j3j 294 5 population population NN cord-328181-b2o05j3j 294 6 conditions condition NNS cord-328181-b2o05j3j 294 7 and and CC cord-328181-b2o05j3j 294 8 should should MD cord-328181-b2o05j3j 294 9 be be VB cord-328181-b2o05j3j 294 10 used use VBN cord-328181-b2o05j3j 294 11 only only RB cord-328181-b2o05j3j 294 12 to to TO cord-328181-b2o05j3j 294 13 test test VB cord-328181-b2o05j3j 294 14 hypotheses hypothesis NNS cord-328181-b2o05j3j 294 15 about about IN cord-328181-b2o05j3j 294 16 individual individual JJ cord-328181-b2o05j3j 294 17 variations variation NNS cord-328181-b2o05j3j 294 18 that that WDT cord-328181-b2o05j3j 294 19 manifest manifest VBP cord-328181-b2o05j3j 294 20 in in IN cord-328181-b2o05j3j 294 21 the the DT cord-328181-b2o05j3j 294 22 ability ability NN cord-328181-b2o05j3j 294 23 of of IN cord-328181-b2o05j3j 294 24 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 294 25 to to TO cord-328181-b2o05j3j 294 26 spread spread VB cord-328181-b2o05j3j 294 27 . . . cord-328181-b2o05j3j 295 1 2 2 LS cord-328181-b2o05j3j 295 2 . . . cord-328181-b2o05j3j 295 3 Execute execute VB cord-328181-b2o05j3j 295 4 the the DT cord-328181-b2o05j3j 295 5 model model NN cord-328181-b2o05j3j 295 6 to to IN cord-328181-b2o05j3j 295 7 the the DT cord-328181-b2o05j3j 295 8 point point NN cord-328181-b2o05j3j 295 9 where where WRB cord-328181-b2o05j3j 295 10 the the DT cord-328181-b2o05j3j 295 11 number number NN cord-328181-b2o05j3j 295 12 of of IN cord-328181-b2o05j3j 295 13 symptomatic symptomatic JJ cord-328181-b2o05j3j 295 14 agents agent NNS cord-328181-b2o05j3j 295 15 corresponds correspond VBZ cord-328181-b2o05j3j 295 16 to to IN cord-328181-b2o05j3j 295 17 one one CD cord-328181-b2o05j3j 295 18 representative representative JJ cord-328181-b2o05j3j 295 19 agent agent NN cord-328181-b2o05j3j 295 20 . . . cord-328181-b2o05j3j 296 1 For for IN cord-328181-b2o05j3j 296 2 example example NN cord-328181-b2o05j3j 296 3 , , , cord-328181-b2o05j3j 296 4 with with IN cord-328181-b2o05j3j 296 5 an an DT cord-328181-b2o05j3j 296 6 ABM ABM NNP cord-328181-b2o05j3j 296 7 of of IN cord-328181-b2o05j3j 296 8 1000 1000 CD cord-328181-b2o05j3j 296 9 agents agent NNS cord-328181-b2o05j3j 296 10 and and CC cord-328181-b2o05j3j 296 11 a a DT cord-328181-b2o05j3j 296 12 population population NN cord-328181-b2o05j3j 296 13 of of IN cord-328181-b2o05j3j 296 14 100k 100k JJ cord-328181-b2o05j3j 296 15 individuals individual NNS cord-328181-b2o05j3j 296 16 , , , cord-328181-b2o05j3j 296 17 the the DT cord-328181-b2o05j3j 296 18 critical critical JJ cord-328181-b2o05j3j 296 19 infected infected JJ cord-328181-b2o05j3j 296 20 agent agent NN cord-328181-b2o05j3j 296 21 - - HYPH cord-328181-b2o05j3j 296 22 to to IN cord-328181-b2o05j3j 296 23 - - HYPH cord-328181-b2o05j3j 296 24 population population NN cord-328181-b2o05j3j 296 25 ratio ratio NN cord-328181-b2o05j3j 296 26 is be VBZ cord-328181-b2o05j3j 296 27 1:100 1:100 CD cord-328181-b2o05j3j 296 28 . . . cord-328181-b2o05j3j 297 1 Use use VB cord-328181-b2o05j3j 297 2 the the DT cord-328181-b2o05j3j 297 3 point point NN cord-328181-b2o05j3j 297 4 in in IN cord-328181-b2o05j3j 297 5 time time NN cord-328181-b2o05j3j 297 6 rounded round VBN cord-328181-b2o05j3j 297 7 to to IN cord-328181-b2o05j3j 297 8 the the DT cord-328181-b2o05j3j 297 9 nearest near JJS cord-328181-b2o05j3j 297 10 integer integer JJ cord-328181-b2o05j3j 297 11 day day NN cord-328181-b2o05j3j 297 12 as as IN cord-328181-b2o05j3j 297 13 point point NN cord-328181-b2o05j3j 297 14 of of IN cord-328181-b2o05j3j 297 15 departure departure NN cord-328181-b2o05j3j 297 16 for for IN cord-328181-b2o05j3j 297 17 policy policy NN cord-328181-b2o05j3j 297 18 measures measure NNS cord-328181-b2o05j3j 297 19 . . . cord-328181-b2o05j3j 298 1 In in IN cord-328181-b2o05j3j 298 2 practice practice NN cord-328181-b2o05j3j 298 3 , , , cord-328181-b2o05j3j 298 4 this this DT cord-328181-b2o05j3j 298 5 implies imply VBZ cord-328181-b2o05j3j 298 6 executing execute VBG cord-328181-b2o05j3j 298 7 the the DT cord-328181-b2o05j3j 298 8 model model NN cord-328181-b2o05j3j 298 9 in in IN cord-328181-b2o05j3j 298 10 excess excess NN cord-328181-b2o05j3j 298 11 of of IN cord-328181-b2o05j3j 298 12 as as RB cord-328181-b2o05j3j 298 13 many many JJ cord-328181-b2o05j3j 298 14 days day NNS cord-328181-b2o05j3j 298 15 as as IN cord-328181-b2o05j3j 298 16 the the DT cord-328181-b2o05j3j 298 17 longest long RBS cord-328181-b2o05j3j 298 18 known know VBN cord-328181-b2o05j3j 298 19 incubation incubation NN cord-328181-b2o05j3j 298 20 period period NN cord-328181-b2o05j3j 298 21 . . . cord-328181-b2o05j3j 299 1 3 3 LS cord-328181-b2o05j3j 299 2 . . . cord-328181-b2o05j3j 300 1 If if IN cord-328181-b2o05j3j 300 2 policy policy NN cord-328181-b2o05j3j 300 3 measures measure NNS cord-328181-b2o05j3j 300 4 have have VBP cord-328181-b2o05j3j 300 5 been be VBN cord-328181-b2o05j3j 300 6 introduced introduce VBN cord-328181-b2o05j3j 300 7 , , , cord-328181-b2o05j3j 300 8 use use VB cord-328181-b2o05j3j 300 9 date date NN cord-328181-b2o05j3j 300 10 above above IN cord-328181-b2o05j3j 300 11 as as IN cord-328181-b2o05j3j 300 12 the the DT cord-328181-b2o05j3j 300 13 reference reference NN cord-328181-b2o05j3j 300 14 point point NN cord-328181-b2o05j3j 300 15 for for IN cord-328181-b2o05j3j 300 16 their -PRON- PRP$ cord-328181-b2o05j3j 300 17 introduction introduction NN cord-328181-b2o05j3j 300 18 . . . cord-328181-b2o05j3j 301 1 To to TO cord-328181-b2o05j3j 301 2 develop develop VB cord-328181-b2o05j3j 301 3 scenarios scenario NNS cord-328181-b2o05j3j 301 4 , , , cord-328181-b2o05j3j 301 5 we -PRON- PRP cord-328181-b2o05j3j 301 6 strongly strongly RB cord-328181-b2o05j3j 301 7 recommend recommend VBP cord-328181-b2o05j3j 301 8 starting start VBG cord-328181-b2o05j3j 301 9 from from IN cord-328181-b2o05j3j 301 10 the the DT cord-328181-b2o05j3j 301 11 most most RBS cord-328181-b2o05j3j 301 12 recently recently RB cord-328181-b2o05j3j 301 13 calibrated calibrate VBN cord-328181-b2o05j3j 301 14 model model NN cord-328181-b2o05j3j 301 15 that that WDT cord-328181-b2o05j3j 301 16 includes include VBZ cord-328181-b2o05j3j 301 17 policies policy NNS cord-328181-b2o05j3j 301 18 as as RB cord-328181-b2o05j3j 301 19 well well RB cord-328181-b2o05j3j 301 20 as as IN cord-328181-b2o05j3j 301 21 using use VBG cord-328181-b2o05j3j 301 22 a a DT cord-328181-b2o05j3j 301 23 model model NN cord-328181-b2o05j3j 301 24 without without IN cord-328181-b2o05j3j 301 25 measures measure NNS cord-328181-b2o05j3j 301 26 as as IN cord-328181-b2o05j3j 301 27 a a DT cord-328181-b2o05j3j 301 28 basis basis NN cord-328181-b2o05j3j 301 29 for for IN cord-328181-b2o05j3j 301 30 counterfactual counterfactual JJ cord-328181-b2o05j3j 301 31 arguments argument NNS cord-328181-b2o05j3j 301 32 . . . cord-328181-b2o05j3j 302 1 The the DT cord-328181-b2o05j3j 302 2 cities city NNS cord-328181-b2o05j3j 302 3 of of IN cord-328181-b2o05j3j 302 4 Urbana Urbana NNP cord-328181-b2o05j3j 302 5 ( ( -LRB- cord-328181-b2o05j3j 302 6 pop pop NN cord-328181-b2o05j3j 302 7 . . . cord-328181-b2o05j3j 302 8 42,214 42,214 CD cord-328181-b2o05j3j 302 9 ) ) -RRB- cord-328181-b2o05j3j 302 10 2 2 CD cord-328181-b2o05j3j 302 11 and and CC cord-328181-b2o05j3j 302 12 Champaign Champaign NNP cord-328181-b2o05j3j 302 13 ( ( -LRB- cord-328181-b2o05j3j 302 14 pop pop NN cord-328181-b2o05j3j 302 15 . . . cord-328181-b2o05j3j 303 1 88,909 88,909 LS cord-328181-b2o05j3j 303 2 ) ) -RRB- cord-328181-b2o05j3j 303 3 3 3 CD cord-328181-b2o05j3j 303 4 comprise comprise VBP cord-328181-b2o05j3j 303 5 a a DT cord-328181-b2o05j3j 303 6 population population NN cord-328181-b2o05j3j 303 7 of of IN cord-328181-b2o05j3j 303 8 approximately approximately RB cord-328181-b2o05j3j 303 9 132,000 132,000 CD cord-328181-b2o05j3j 303 10 inhabitants inhabitant NNS cord-328181-b2o05j3j 303 11 . . . cord-328181-b2o05j3j 304 1 Figure figure NN cord-328181-b2o05j3j 304 2 1 1 CD cord-328181-b2o05j3j 304 3 describes describe VBZ cord-328181-b2o05j3j 304 4 the the DT cord-328181-b2o05j3j 304 5 current current JJ cord-328181-b2o05j3j 304 6 percent percent NN cord-328181-b2o05j3j 304 7 distribution distribution NN cord-328181-b2o05j3j 304 8 per per IN cord-328181-b2o05j3j 304 9 age age NN cord-328181-b2o05j3j 304 10 group group NN cord-328181-b2o05j3j 304 11 . . . cord-328181-b2o05j3j 305 1 In in IN cord-328181-b2o05j3j 305 2 addition addition NN cord-328181-b2o05j3j 305 3 , , , cord-328181-b2o05j3j 305 4 distribution distribution NN cord-328181-b2o05j3j 305 5 per per IN cord-328181-b2o05j3j 305 6 sex sex NN cord-328181-b2o05j3j 305 7 is be VBZ cord-328181-b2o05j3j 305 8 50.5 50.5 CD cord-328181-b2o05j3j 305 9 % % NN cord-328181-b2o05j3j 305 10 males male NNS cord-328181-b2o05j3j 305 11 and and CC cord-328181-b2o05j3j 305 12 49.5 49.5 CD cord-328181-b2o05j3j 305 13 % % NN cord-328181-b2o05j3j 305 14 females female NNS cord-328181-b2o05j3j 305 15 . . . cord-328181-b2o05j3j 306 1 However however RB cord-328181-b2o05j3j 306 2 , , , cord-328181-b2o05j3j 306 3 the the DT cord-328181-b2o05j3j 306 4 population population NN cord-328181-b2o05j3j 306 5 across across IN cord-328181-b2o05j3j 306 6 both both DT cord-328181-b2o05j3j 306 7 cities city NNS cord-328181-b2o05j3j 306 8 undergoes undergo VBZ cord-328181-b2o05j3j 306 9 a a DT cord-328181-b2o05j3j 306 10 seasonal seasonal JJ cord-328181-b2o05j3j 306 11 decrease decrease NN cord-328181-b2o05j3j 306 12 on on IN cord-328181-b2o05j3j 306 13 mid mid NNP cord-328181-b2o05j3j 306 14 May May NNP cord-328181-b2o05j3j 306 15 due due IN cord-328181-b2o05j3j 306 16 to to IN cord-328181-b2o05j3j 306 17 the the DT cord-328181-b2o05j3j 306 18 end end NN cord-328181-b2o05j3j 306 19 of of IN cord-328181-b2o05j3j 306 20 the the DT cord-328181-b2o05j3j 306 21 Spring Spring NNP cord-328181-b2o05j3j 306 22 semester semester NN cord-328181-b2o05j3j 306 23 and and CC cord-328181-b2o05j3j 306 24 an an DT cord-328181-b2o05j3j 306 25 increase increase NN cord-328181-b2o05j3j 306 26 in in IN cord-328181-b2o05j3j 306 27 early early JJ cord-328181-b2o05j3j 306 28 August August NNP cord-328181-b2o05j3j 306 29 with with IN cord-328181-b2o05j3j 306 30 the the DT cord-328181-b2o05j3j 306 31 start start NN cord-328181-b2o05j3j 306 32 of of IN cord-328181-b2o05j3j 306 33 the the DT cord-328181-b2o05j3j 306 34 Fall fall NN cord-328181-b2o05j3j 306 35 semester semester NN cord-328181-b2o05j3j 306 36 in in IN cord-328181-b2o05j3j 306 37 the the DT cord-328181-b2o05j3j 306 38 University University NNP cord-328181-b2o05j3j 306 39 of of IN cord-328181-b2o05j3j 306 40 Illinois Illinois NNP cord-328181-b2o05j3j 306 41 at at IN cord-328181-b2o05j3j 306 42 Urbana Urbana NNP cord-328181-b2o05j3j 306 43 - - HYPH cord-328181-b2o05j3j 306 44 Champaign Champaign NNP cord-328181-b2o05j3j 306 45 . . . cord-328181-b2o05j3j 307 1 From from IN cord-328181-b2o05j3j 307 2 the the DT cord-328181-b2o05j3j 307 3 more more JJR cord-328181-b2o05j3j 307 4 than than IN cord-328181-b2o05j3j 307 5 50,000 50,000 CD cord-328181-b2o05j3j 307 6 students student NNS cord-328181-b2o05j3j 307 7 enrolled enrol VBN cord-328181-b2o05j3j 307 8 on on IN cord-328181-b2o05j3j 307 9 campus campus NN cord-328181-b2o05j3j 307 10 on on IN cord-328181-b2o05j3j 307 11 May May NNP cord-328181-b2o05j3j 307 12 4 4 CD cord-328181-b2o05j3j 307 13 , , , cord-328181-b2o05j3j 307 14 we -PRON- PRP cord-328181-b2o05j3j 307 15 estimate estimate VBP cord-328181-b2o05j3j 307 16 that that IN cord-328181-b2o05j3j 307 17 around around IN cord-328181-b2o05j3j 307 18 30,000 30,000 CD cord-328181-b2o05j3j 307 19 leave leave NN cord-328181-b2o05j3j 307 20 during during IN cord-328181-b2o05j3j 307 21 summer summer NN cord-328181-b2o05j3j 307 22 to to TO cord-328181-b2o05j3j 307 23 return return VB cord-328181-b2o05j3j 307 24 for for IN cord-328181-b2o05j3j 307 25 the the DT cord-328181-b2o05j3j 307 26 fall fall NN cord-328181-b2o05j3j 307 27 semester semester NN cord-328181-b2o05j3j 307 28 . . . cord-328181-b2o05j3j 308 1 Effectively effectively RB cord-328181-b2o05j3j 308 2 , , , cord-328181-b2o05j3j 308 3 the the DT cord-328181-b2o05j3j 308 4 summer summer NN cord-328181-b2o05j3j 308 5 population population NN cord-328181-b2o05j3j 308 6 amounts amount VBZ cord-328181-b2o05j3j 308 7 to to IN cord-328181-b2o05j3j 308 8 around around IN cord-328181-b2o05j3j 308 9 100,000 100,000 CD cord-328181-b2o05j3j 308 10 inhabitants inhabitant NNS cord-328181-b2o05j3j 308 11 . . . cord-328181-b2o05j3j 309 1 We -PRON- PRP cord-328181-b2o05j3j 309 2 used use VBD cord-328181-b2o05j3j 309 3 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 309 4 age age NN cord-328181-b2o05j3j 309 5 - - HYPH cord-328181-b2o05j3j 309 6 and and CC cord-328181-b2o05j3j 309 7 sex sex NN cord-328181-b2o05j3j 309 8 - - HYPH cord-328181-b2o05j3j 309 9 dependent dependent JJ cord-328181-b2o05j3j 309 10 mortality mortality NN cord-328181-b2o05j3j 309 11 values value NNS cord-328181-b2o05j3j 309 12 as as IN cord-328181-b2o05j3j 309 13 reported report VBN cord-328181-b2o05j3j 309 14 by by IN cord-328181-b2o05j3j 309 15 CDC CDC NNP cord-328181-b2o05j3j 309 16 until until IN cord-328181-b2o05j3j 309 17 June June NNP cord-328181-b2o05j3j 309 18 10 10 CD cord-328181-b2o05j3j 309 19 . . . cord-328181-b2o05j3j 309 20 _SP cord-328181-b2o05j3j 310 1 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 310 2 data datum NNS cord-328181-b2o05j3j 310 3 was be VBD cord-328181-b2o05j3j 310 4 obtained obtain VBN cord-328181-b2o05j3j 310 5 from from IN cord-328181-b2o05j3j 310 6 the the DT cord-328181-b2o05j3j 310 7 Champaign Champaign NNP cord-328181-b2o05j3j 310 8 - - HYPH cord-328181-b2o05j3j 310 9 Urbana Urbana NNP cord-328181-b2o05j3j 310 10 Public Public NNP cord-328181-b2o05j3j 310 11 Health Health NNP cord-328181-b2o05j3j 310 12 District District NNP cord-328181-b2o05j3j 310 13 ( ( -LRB- cord-328181-b2o05j3j 310 14 CU CU NNP cord-328181-b2o05j3j 310 15 - - HYPH cord-328181-b2o05j3j 310 16 PHD PHD NNP cord-328181-b2o05j3j 310 17 ) ) -RRB- cord-328181-b2o05j3j 310 18 5 5 CD cord-328181-b2o05j3j 310 19 and and CC cord-328181-b2o05j3j 310 20 CDC CDC NNP cord-328181-b2o05j3j 310 21 for for IN cord-328181-b2o05j3j 310 22 mortality mortality NN cord-328181-b2o05j3j 310 23 data datum NNS cord-328181-b2o05j3j 310 24 6 6 CD cord-328181-b2o05j3j 310 25 . . . cord-328181-b2o05j3j 311 1 Sex sex NN cord-328181-b2o05j3j 311 2 - - HYPH cord-328181-b2o05j3j 311 3 dependent dependent JJ cord-328181-b2o05j3j 311 4 mortality mortality NN cord-328181-b2o05j3j 311 5 was be VBD cord-328181-b2o05j3j 311 6 established establish VBN cord-328181-b2o05j3j 311 7 at at IN cord-328181-b2o05j3j 311 8 61.8 61.8 CD cord-328181-b2o05j3j 311 9 % % NN cord-328181-b2o05j3j 311 10 for for IN cord-328181-b2o05j3j 311 11 males male NNS cord-328181-b2o05j3j 311 12 and and CC cord-328181-b2o05j3j 311 13 38.2 38.2 CD cord-328181-b2o05j3j 311 14 % % NN cord-328181-b2o05j3j 311 15 for for IN cord-328181-b2o05j3j 311 16 females female NNS cord-328181-b2o05j3j 311 17 . . . cord-328181-b2o05j3j 312 1 The the DT cord-328181-b2o05j3j 312 2 first first JJ cord-328181-b2o05j3j 312 3 local local JJ cord-328181-b2o05j3j 312 4 case case NN cord-328181-b2o05j3j 312 5 in in IN cord-328181-b2o05j3j 312 6 the the DT cord-328181-b2o05j3j 312 7 community community NN cord-328181-b2o05j3j 312 8 was be VBD cord-328181-b2o05j3j 312 9 reported report VBN cord-328181-b2o05j3j 312 10 on on IN cord-328181-b2o05j3j 312 11 March March NNP cord-328181-b2o05j3j 312 12 8 8 CD cord-328181-b2o05j3j 312 13 , , , cord-328181-b2o05j3j 312 14 and and CC cord-328181-b2o05j3j 312 15 state state NN cord-328181-b2o05j3j 312 16 - - HYPH cord-328181-b2o05j3j 312 17 wide wide JJ cord-328181-b2o05j3j 312 18 shelter shelter NN cord-328181-b2o05j3j 312 19 - - HYPH cord-328181-b2o05j3j 312 20 in in IN cord-328181-b2o05j3j 312 21 - - HYPH cord-328181-b2o05j3j 312 22 place place NN cord-328181-b2o05j3j 312 23 measures measure NNS cord-328181-b2o05j3j 312 24 were be VBD cord-328181-b2o05j3j 312 25 applied apply VBN cord-328181-b2o05j3j 312 26 on on IN cord-328181-b2o05j3j 312 27 March March NNP cord-328181-b2o05j3j 312 28 21 21 CD cord-328181-b2o05j3j 312 29 7 7 CD cord-328181-b2o05j3j 312 30 . . . cord-328181-b2o05j3j 313 1 Later later RB cord-328181-b2o05j3j 313 2 on on RB cord-328181-b2o05j3j 313 3 , , , cord-328181-b2o05j3j 313 4 mandatory mandatory JJ cord-328181-b2o05j3j 313 5 mask mask NN cord-328181-b2o05j3j 313 6 usage usage NN cord-328181-b2o05j3j 313 7 was be VBD cord-328181-b2o05j3j 313 8 established establish VBN cord-328181-b2o05j3j 313 9 on on IN cord-328181-b2o05j3j 313 10 May May NNP cord-328181-b2o05j3j 313 11 1 1 CD cord-328181-b2o05j3j 313 12 8 8 CD cord-328181-b2o05j3j 313 13 . . . cord-328181-b2o05j3j 314 1 By by IN cord-328181-b2o05j3j 314 2 April April NNP cord-328181-b2o05j3j 314 3 21 21 CD cord-328181-b2o05j3j 314 4 , , , cord-328181-b2o05j3j 314 5 cumulative cumulative JJ cord-328181-b2o05j3j 314 6 cases case NNS cord-328181-b2o05j3j 314 7 had have VBD cord-328181-b2o05j3j 314 8 reached reach VBN cord-328181-b2o05j3j 314 9 0.1 0.1 CD cord-328181-b2o05j3j 314 10 % % NN cord-328181-b2o05j3j 314 11 of of IN cord-328181-b2o05j3j 314 12 the the DT cord-328181-b2o05j3j 314 13 population population NN cord-328181-b2o05j3j 314 14 , , , cord-328181-b2o05j3j 314 15 and and CC cord-328181-b2o05j3j 314 16 by by IN cord-328181-b2o05j3j 314 17 July July NNP cord-328181-b2o05j3j 314 18 8 8 CD cord-328181-b2o05j3j 314 19 it -PRON- PRP cord-328181-b2o05j3j 314 20 had have VBD cord-328181-b2o05j3j 314 21 increased increase VBN cord-328181-b2o05j3j 314 22 to to IN cord-328181-b2o05j3j 314 23 1 1 CD cord-328181-b2o05j3j 314 24 % % NN cord-328181-b2o05j3j 314 25 . . . cord-328181-b2o05j3j 315 1 The the DT cord-328181-b2o05j3j 315 2 local local JJ cord-328181-b2o05j3j 315 3 R(t r(t NN cord-328181-b2o05j3j 315 4 ) ) -RRB- cord-328181-b2o05j3j 315 5 value value NN cord-328181-b2o05j3j 315 6 at at IN cord-328181-b2o05j3j 315 7 the the DT cord-328181-b2o05j3j 315 8 peak peak NN cord-328181-b2o05j3j 315 9 CC CC NNP cord-328181-b2o05j3j 315 10 - - HYPH cord-328181-b2o05j3j 315 11 BY BY NNP cord-328181-b2o05j3j 315 12 - - HYPH cord-328181-b2o05j3j 315 13 ND ND NNP cord-328181-b2o05j3j 315 14 4.0 4.0 CD cord-328181-b2o05j3j 315 15 International international JJ cord-328181-b2o05j3j 315 16 license license NN cord-328181-b2o05j3j 316 1 It -PRON- PRP cord-328181-b2o05j3j 316 2 is be VBZ cord-328181-b2o05j3j 316 3 made make VBN cord-328181-b2o05j3j 316 4 available available JJ cord-328181-b2o05j3j 316 5 under under IN cord-328181-b2o05j3j 316 6 a a DT cord-328181-b2o05j3j 317 1 is be VBZ cord-328181-b2o05j3j 317 2 the the DT cord-328181-b2o05j3j 317 3 author author NN cord-328181-b2o05j3j 317 4 / / SYM cord-328181-b2o05j3j 317 5 funder funder NN cord-328181-b2o05j3j 317 6 , , , cord-328181-b2o05j3j 317 7 who who WP cord-328181-b2o05j3j 317 8 has have VBZ cord-328181-b2o05j3j 317 9 granted grant VBN cord-328181-b2o05j3j 317 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 317 11 a a DT cord-328181-b2o05j3j 317 12 license license NN cord-328181-b2o05j3j 317 13 to to TO cord-328181-b2o05j3j 317 14 display display VB cord-328181-b2o05j3j 317 15 the the DT cord-328181-b2o05j3j 317 16 preprint preprint NN cord-328181-b2o05j3j 317 17 in in IN cord-328181-b2o05j3j 317 18 perpetuity perpetuity NN cord-328181-b2o05j3j 317 19 . . . cord-328181-b2o05j3j 318 1 The the DT cord-328181-b2o05j3j 318 2 copyright copyright NN cord-328181-b2o05j3j 318 3 holder holder NN cord-328181-b2o05j3j 318 4 for for IN cord-328181-b2o05j3j 318 5 this this DT cord-328181-b2o05j3j 318 6 preprint preprint NN cord-328181-b2o05j3j 318 7 this this DT cord-328181-b2o05j3j 318 8 version version NN cord-328181-b2o05j3j 318 9 posted post VBN cord-328181-b2o05j3j 318 10 July July NNP cord-328181-b2o05j3j 318 11 25 25 CD cord-328181-b2o05j3j 318 12 , , , cord-328181-b2o05j3j 318 13 2020 2020 CD cord-328181-b2o05j3j 318 14 . . . cord-328181-b2o05j3j 318 15 . . . cord-328181-b2o05j3j 319 1 period period NN cord-328181-b2o05j3j 319 2 between between IN cord-328181-b2o05j3j 319 3 April April NNP cord-328181-b2o05j3j 319 4 21 21 CD cord-328181-b2o05j3j 319 5 and and CC cord-328181-b2o05j3j 319 6 May May NNP cord-328181-b2o05j3j 319 7 17 17 CD cord-328181-b2o05j3j 319 8 reached reach VBD cord-328181-b2o05j3j 319 9 an an DT cord-328181-b2o05j3j 319 10 estimated estimate VBN cord-328181-b2o05j3j 319 11 value value NN cord-328181-b2o05j3j 319 12 of of IN cord-328181-b2o05j3j 319 13 1.2 1.2 CD cord-328181-b2o05j3j 319 14 ; ; : cord-328181-b2o05j3j 319 15 after after IN cord-328181-b2o05j3j 319 16 these these DT cord-328181-b2o05j3j 319 17 measures measure NNS cord-328181-b2o05j3j 319 18 , , , cord-328181-b2o05j3j 319 19 it -PRON- PRP cord-328181-b2o05j3j 319 20 remained remain VBD cord-328181-b2o05j3j 319 21 around around RB cord-328181-b2o05j3j 319 22 0.91 0.91 CD cord-328181-b2o05j3j 319 23 . . . cord-328181-b2o05j3j 320 1 We -PRON- PRP cord-328181-b2o05j3j 320 2 used use VBD cord-328181-b2o05j3j 320 3 a a DT cord-328181-b2o05j3j 320 4 probability probability NN cord-328181-b2o05j3j 320 5 of of IN cord-328181-b2o05j3j 320 6 contagion contagion NN cord-328181-b2o05j3j 320 7 per per IN cord-328181-b2o05j3j 320 8 interaction interaction NN cord-328181-b2o05j3j 320 9 of of IN cord-328181-b2o05j3j 320 10 0.004 0.004 CD cord-328181-b2o05j3j 320 11 every every DT cord-328181-b2o05j3j 320 12 15 15 CD cord-328181-b2o05j3j 320 13 minutes minute NNS cord-328181-b2o05j3j 320 14 if if IN cord-328181-b2o05j3j 320 15 there there EX cord-328181-b2o05j3j 320 16 is be VBZ cord-328181-b2o05j3j 320 17 at at RB cord-328181-b2o05j3j 320 18 least least RBS cord-328181-b2o05j3j 320 19 one one CD cord-328181-b2o05j3j 320 20 person person NN cord-328181-b2o05j3j 320 21 infected infect VBN cord-328181-b2o05j3j 320 22 at at IN cord-328181-b2o05j3j 320 23 the the DT cord-328181-b2o05j3j 320 24 same same JJ cord-328181-b2o05j3j 320 25 location location NN cord-328181-b2o05j3j 320 26 as as IN cord-328181-b2o05j3j 320 27 the the DT cord-328181-b2o05j3j 320 28 susceptible susceptible JJ cord-328181-b2o05j3j 320 29 one one CD cord-328181-b2o05j3j 320 30 . . . cord-328181-b2o05j3j 321 1 This this DT cord-328181-b2o05j3j 321 2 value value NN cord-328181-b2o05j3j 321 3 , , , cord-328181-b2o05j3j 321 4 although although IN cord-328181-b2o05j3j 321 5 computed compute VBN cord-328181-b2o05j3j 321 6 from from IN cord-328181-b2o05j3j 321 7 data datum NNS cord-328181-b2o05j3j 321 8 , , , cord-328181-b2o05j3j 321 9 appears appear VBZ cord-328181-b2o05j3j 321 10 to to TO cord-328181-b2o05j3j 321 11 reflect reflect VB cord-328181-b2o05j3j 321 12 compliance compliance NN cord-328181-b2o05j3j 321 13 with with IN cord-328181-b2o05j3j 321 14 various various JJ cord-328181-b2o05j3j 321 15 sanitation sanitation NN cord-328181-b2o05j3j 321 16 practices practice NNS cord-328181-b2o05j3j 321 17 among among IN cord-328181-b2o05j3j 321 18 the the DT cord-328181-b2o05j3j 321 19 population population NN cord-328181-b2o05j3j 321 20 . . . cord-328181-b2o05j3j 322 1 Based base VBN cord-328181-b2o05j3j 322 2 on on IN cord-328181-b2o05j3j 322 3 the the DT cord-328181-b2o05j3j 322 4 fluctuation fluctuation NN cord-328181-b2o05j3j 322 5 in in IN cord-328181-b2o05j3j 322 6 local local JJ cord-328181-b2o05j3j 322 7 data datum NNS cord-328181-b2o05j3j 322 8 , , , cord-328181-b2o05j3j 322 9 we -PRON- PRP cord-328181-b2o05j3j 322 10 have have VBP cord-328181-b2o05j3j 322 11 estimated estimate VBN cord-328181-b2o05j3j 322 12 an an DT cord-328181-b2o05j3j 322 13 inbound inbound JJ cord-328181-b2o05j3j 322 14 probability probability NN cord-328181-b2o05j3j 322 15 of of IN cord-328181-b2o05j3j 322 16 0.0002 0.0002 CD cord-328181-b2o05j3j 322 17 new new JJ cord-328181-b2o05j3j 322 18 cases case NNS cord-328181-b2o05j3j 322 19 due due JJ cord-328181-b2o05j3j 322 20 to to IN cord-328181-b2o05j3j 322 21 members member NNS cord-328181-b2o05j3j 322 22 of of IN cord-328181-b2o05j3j 322 23 the the DT cord-328181-b2o05j3j 322 24 community community NN cord-328181-b2o05j3j 322 25 becoming become VBG cord-328181-b2o05j3j 322 26 exposed expose VBN cord-328181-b2o05j3j 322 27 elsewhere elsewhere RB cord-328181-b2o05j3j 322 28 . . . cord-328181-b2o05j3j 323 1 CU CU NNP cord-328181-b2o05j3j 323 2 - - HYPH cord-328181-b2o05j3j 323 3 PHD PHD NNP cord-328181-b2o05j3j 323 4 performs perform VBZ cord-328181-b2o05j3j 323 5 strict strict JJ cord-328181-b2o05j3j 323 6 contact contact NN cord-328181-b2o05j3j 323 7 tracing trace VBG cord-328181-b2o05j3j 323 8 across across IN cord-328181-b2o05j3j 323 9 all all DT cord-328181-b2o05j3j 323 10 cases case NNS cord-328181-b2o05j3j 323 11 , , , cord-328181-b2o05j3j 323 12 hence hence RB cord-328181-b2o05j3j 323 13 for for IN cord-328181-b2o05j3j 323 14 all all DT cord-328181-b2o05j3j 323 15 simulations simulation NNS cord-328181-b2o05j3j 323 16 we -PRON- PRP cord-328181-b2o05j3j 323 17 assume assume VBP cord-328181-b2o05j3j 323 18 contact contact NN cord-328181-b2o05j3j 323 19 tracing tracing NN cord-328181-b2o05j3j 323 20 remains remain VBZ cord-328181-b2o05j3j 323 21 active active JJ cord-328181-b2o05j3j 323 22 across across IN cord-328181-b2o05j3j 323 23 all all DT cord-328181-b2o05j3j 323 24 simulations simulation NNS cord-328181-b2o05j3j 323 25 . . . cord-328181-b2o05j3j 324 1 Google Google NNP cord-328181-b2o05j3j 324 2 Mobility Mobility NNP cord-328181-b2o05j3j 324 3 data datum NNS cord-328181-b2o05j3j 324 4 were be VBD cord-328181-b2o05j3j 324 5 used use VBN cord-328181-b2o05j3j 324 6 to to TO cord-328181-b2o05j3j 324 7 estimate estimate VB cord-328181-b2o05j3j 324 8 the the DT cord-328181-b2o05j3j 324 9 average average JJ cord-328181-b2o05j3j 324 10 effective effective JJ cord-328181-b2o05j3j 324 11 shelter shelter NN cord-328181-b2o05j3j 324 12 - - HYPH cord-328181-b2o05j3j 324 13 in in IN cord-328181-b2o05j3j 324 14 - - HYPH cord-328181-b2o05j3j 324 15 place place NN cord-328181-b2o05j3j 324 16 value value NN cord-328181-b2o05j3j 324 17 to to IN cord-328181-b2o05j3j 324 18 a a DT cord-328181-b2o05j3j 324 19 45 45 CD cord-328181-b2o05j3j 324 20 % % NN cord-328181-b2o05j3j 324 21 of of IN cord-328181-b2o05j3j 324 22 the the DT cord-328181-b2o05j3j 324 23 population population NN cord-328181-b2o05j3j 324 24 with with IN cord-328181-b2o05j3j 324 25 0.8 0.8 CD cord-328181-b2o05j3j 324 26 % % NN cord-328181-b2o05j3j 324 27 efficacy efficacy NN cord-328181-b2o05j3j 324 28 of of IN cord-328181-b2o05j3j 324 29 self self NN cord-328181-b2o05j3j 324 30 - - HYPH cord-328181-b2o05j3j 324 31 isolation isolation NN cord-328181-b2o05j3j 324 32 . . . cord-328181-b2o05j3j 325 1 The the DT cord-328181-b2o05j3j 325 2 severity severity NN cord-328181-b2o05j3j 325 3 was be VBD cord-328181-b2o05j3j 325 4 similarly similarly RB cord-328181-b2o05j3j 325 5 estimated estimate VBN cord-328181-b2o05j3j 325 6 at at IN cord-328181-b2o05j3j 325 7 5 5 CD cord-328181-b2o05j3j 325 8 % % NN cord-328181-b2o05j3j 325 9 based base VBN cord-328181-b2o05j3j 325 10 on on IN cord-328181-b2o05j3j 325 11 local local JJ cord-328181-b2o05j3j 325 12 case case NN cord-328181-b2o05j3j 325 13 information information NN cord-328181-b2o05j3j 325 14 . . . cord-328181-b2o05j3j 326 1 Similarly similarly RB cord-328181-b2o05j3j 326 2 , , , cord-328181-b2o05j3j 326 3 a a DT cord-328181-b2o05j3j 326 4 starting start VBG cord-328181-b2o05j3j 326 5 value value NN cord-328181-b2o05j3j 326 6 of of IN cord-328181-b2o05j3j 326 7 R(t R(t NNP cord-328181-b2o05j3j 326 8 ) ) -RRB- cord-328181-b2o05j3j 326 9 = = SYM cord-328181-b2o05j3j 326 10 1.2 1.2 CD cord-328181-b2o05j3j 326 11 corresponded correspond VBD cord-328181-b2o05j3j 326 12 to to IN cord-328181-b2o05j3j 326 13 a a DT cord-328181-b2o05j3j 326 14 grid grid NN cord-328181-b2o05j3j 326 15 of of IN cord-328181-b2o05j3j 326 16 190 190 CD cord-328181-b2o05j3j 326 17 × × CD cord-328181-b2o05j3j 326 18 225 225 CD cord-328181-b2o05j3j 326 19 cells cell NNS cord-328181-b2o05j3j 326 20 and and CC cord-328181-b2o05j3j 326 21 1000 1000 CD cord-328181-b2o05j3j 326 22 agents agent NNS cord-328181-b2o05j3j 326 23 and and CC cord-328181-b2o05j3j 326 24 k k NNP cord-328181-b2o05j3j 326 25 mob mob NN cord-328181-b2o05j3j 326 26 ≈ ≈ NNP cord-328181-b2o05j3j 326 27 0.4781 0.4781 CD cord-328181-b2o05j3j 326 28 ; ; : cord-328181-b2o05j3j 326 29 this this DT cord-328181-b2o05j3j 326 30 last last JJ cord-328181-b2o05j3j 326 31 value value NN cord-328181-b2o05j3j 326 32 appears appear VBZ cord-328181-b2o05j3j 326 33 to to TO cord-328181-b2o05j3j 326 34 be be VB cord-328181-b2o05j3j 326 35 consistent consistent JJ cord-328181-b2o05j3j 326 36 with with IN cord-328181-b2o05j3j 326 37 the the DT cord-328181-b2o05j3j 326 38 regular regular JJ cord-328181-b2o05j3j 326 39 use use NN cord-328181-b2o05j3j 326 40 of of IN cord-328181-b2o05j3j 326 41 public public JJ cord-328181-b2o05j3j 326 42 transport transport NN cord-328181-b2o05j3j 326 43 in in IN cord-328181-b2o05j3j 326 44 the the DT cord-328181-b2o05j3j 326 45 area area NN cord-328181-b2o05j3j 326 46 and and CC cord-328181-b2o05j3j 326 47 local local JJ cord-328181-b2o05j3j 326 48 observed observe VBD cord-328181-b2o05j3j 326 49 shelter shelter NN cord-328181-b2o05j3j 326 50 - - HYPH cord-328181-b2o05j3j 326 51 at at IN cord-328181-b2o05j3j 326 52 - - HYPH cord-328181-b2o05j3j 326 53 home home NN cord-328181-b2o05j3j 326 54 patterns pattern NNS cord-328181-b2o05j3j 326 55 . . . cord-328181-b2o05j3j 327 1 At at IN cord-328181-b2o05j3j 327 2 the the DT cord-328181-b2o05j3j 327 3 start start NN cord-328181-b2o05j3j 327 4 of of IN cord-328181-b2o05j3j 327 5 the the DT cord-328181-b2o05j3j 327 6 simulation simulation NN cord-328181-b2o05j3j 327 7 , , , cord-328181-b2o05j3j 327 8 the the DT cord-328181-b2o05j3j 327 9 agent agent NN cord-328181-b2o05j3j 327 10 - - HYPH cord-328181-b2o05j3j 327 11 to to IN cord-328181-b2o05j3j 327 12 - - HYPH cord-328181-b2o05j3j 327 13 inhabitant inhabitant NN cord-328181-b2o05j3j 327 14 ratio ratio NN cord-328181-b2o05j3j 327 15 is be VBZ cord-328181-b2o05j3j 327 16 approximately approximately RB cord-328181-b2o05j3j 327 17 1:100 1:100 CD cord-328181-b2o05j3j 327 18 . . . cord-328181-b2o05j3j 328 1 Hence hence RB cord-328181-b2o05j3j 328 2 , , , cord-328181-b2o05j3j 328 3 the the DT cord-328181-b2o05j3j 328 4 calibration calibration NN cord-328181-b2o05j3j 328 5 starts start VBZ cord-328181-b2o05j3j 328 6 with with IN cord-328181-b2o05j3j 328 7 one one CD cord-328181-b2o05j3j 328 8 exposed expose VBN cord-328181-b2o05j3j 328 9 agent agent NN cord-328181-b2o05j3j 328 10 . . . cord-328181-b2o05j3j 329 1 Differences difference NNS cord-328181-b2o05j3j 329 2 between between IN cord-328181-b2o05j3j 329 3 R(t R(t NNP cord-328181-b2o05j3j 329 4 ) ) -RRB- cord-328181-b2o05j3j 330 1 in in IN cord-328181-b2o05j3j 330 2 April April NNP cord-328181-b2o05j3j 330 3 and and CC cord-328181-b2o05j3j 330 4 July July NNP cord-328181-b2o05j3j 330 5 correspond correspond VBP cord-328181-b2o05j3j 330 6 to to IN cord-328181-b2o05j3j 330 7 = = SYM cord-328181-b2o05j3j 330 8 1.89 1.89 CD cord-328181-b2o05j3j 330 9 . . . cord-328181-b2o05j3j 331 1 Intuitively intuitively RB cord-328181-b2o05j3j 331 2 , , , cord-328181-b2o05j3j 331 3 this this DT cord-328181-b2o05j3j 331 4 implies imply VBZ cord-328181-b2o05j3j 331 5 that that IN cord-328181-b2o05j3j 331 6 the the DT cord-328181-b2o05j3j 331 7 effect effect NN cord-328181-b2o05j3j 331 8 of of IN cord-328181-b2o05j3j 331 9 wearing wear VBG cord-328181-b2o05j3j 331 10 a a DT cord-328181-b2o05j3j 331 11 mask mask NN cord-328181-b2o05j3j 331 12 may may MD cord-328181-b2o05j3j 331 13 roughly roughly RB cord-328181-b2o05j3j 331 14 translate translate VB cord-328181-b2o05j3j 331 15 into into IN cord-328181-b2o05j3j 331 16 increasing increase VBG cord-328181-b2o05j3j 331 17 the the DT cord-328181-b2o05j3j 331 18 distance distance NN cord-328181-b2o05j3j 331 19 0.39 0.39 CD cord-328181-b2o05j3j 331 20 meters meter NNS cord-328181-b2o05j3j 331 21 beyond beyond IN cord-328181-b2o05j3j 331 22 what what WP cord-328181-b2o05j3j 331 23 WHO who WP cord-328181-b2o05j3j 331 24 recommends recommend VBZ cord-328181-b2o05j3j 331 25 for for IN cord-328181-b2o05j3j 331 26 proper proper JJ cord-328181-b2o05j3j 331 27 social social JJ cord-328181-b2o05j3j 331 28 distancing distancing NN cord-328181-b2o05j3j 331 29 . . . cord-328181-b2o05j3j 332 1 However however RB cord-328181-b2o05j3j 332 2 , , , cord-328181-b2o05j3j 332 3 this this DT cord-328181-b2o05j3j 332 4 can can MD cord-328181-b2o05j3j 332 5 not not RB cord-328181-b2o05j3j 332 6 and and CC cord-328181-b2o05j3j 332 7 should should MD cord-328181-b2o05j3j 332 8 not not RB cord-328181-b2o05j3j 332 9 be be VB cord-328181-b2o05j3j 332 10 interpreted interpret VBN cord-328181-b2o05j3j 332 11 as as IN cord-328181-b2o05j3j 332 12 to to TO cord-328181-b2o05j3j 332 13 relax relax VB cord-328181-b2o05j3j 332 14 mask mask NN cord-328181-b2o05j3j 332 15 usage usage NN cord-328181-b2o05j3j 332 16 in in IN cord-328181-b2o05j3j 332 17 any any DT cord-328181-b2o05j3j 332 18 manner manner NN cord-328181-b2o05j3j 332 19 . . . cord-328181-b2o05j3j 333 1 In in IN cord-328181-b2o05j3j 333 2 regard regard NN cord-328181-b2o05j3j 333 3 to to IN cord-328181-b2o05j3j 333 4 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 333 5 patients patient NNS cord-328181-b2o05j3j 333 6 , , , cord-328181-b2o05j3j 333 7 we -PRON- PRP cord-328181-b2o05j3j 333 8 have have VBP cord-328181-b2o05j3j 333 9 established establish VBN cord-328181-b2o05j3j 333 10 a a DT cord-328181-b2o05j3j 333 11 conservative conservative JJ cord-328181-b2o05j3j 333 12 value value NN cord-328181-b2o05j3j 333 13 of of IN cord-328181-b2o05j3j 333 14 35 35 CD cord-328181-b2o05j3j 333 15 % % NN cord-328181-b2o05j3j 333 16 based base VBN cord-328181-b2o05j3j 333 17 on on IN cord-328181-b2o05j3j 333 18 prior prior JJ cord-328181-b2o05j3j 333 19 studies study NNS cord-328181-b2o05j3j 333 20 [ [ -LRB- cord-328181-b2o05j3j 333 21 49 49 CD cord-328181-b2o05j3j 333 22 ] ] -RRB- cord-328181-b2o05j3j 333 23 . . . cord-328181-b2o05j3j 334 1 The the DT cord-328181-b2o05j3j 334 2 following following JJ cord-328181-b2o05j3j 334 3 sequence sequence NN cord-328181-b2o05j3j 334 4 of of IN cord-328181-b2o05j3j 334 5 events event NNS cord-328181-b2o05j3j 334 6 was be VBD cord-328181-b2o05j3j 334 7 assumed assume VBN cord-328181-b2o05j3j 334 8 toward toward IN cord-328181-b2o05j3j 334 9 the the DT cord-328181-b2o05j3j 334 10 start start NN cord-328181-b2o05j3j 334 11 of of IN cord-328181-b2o05j3j 334 12 classes class NNS cord-328181-b2o05j3j 334 13 this this DT cord-328181-b2o05j3j 334 14 Fall fall NN cord-328181-b2o05j3j 334 15 : : : cord-328181-b2o05j3j 334 16 _SP cord-328181-b2o05j3j 335 1 Our -PRON- PRP$ cord-328181-b2o05j3j 335 2 goal goal NN cord-328181-b2o05j3j 335 3 for for IN cord-328181-b2o05j3j 335 4 simulating simulate VBG cord-328181-b2o05j3j 335 5 the the DT cord-328181-b2o05j3j 335 6 impact impact NN cord-328181-b2o05j3j 335 7 of of IN cord-328181-b2o05j3j 335 8 mass mass JJ cord-328181-b2o05j3j 335 9 ingress ingress NN cord-328181-b2o05j3j 335 10 was be VBD cord-328181-b2o05j3j 335 11 to to TO cord-328181-b2o05j3j 335 12 determine determine VB cord-328181-b2o05j3j 335 13 , , , cord-328181-b2o05j3j 335 14 based base VBN cord-328181-b2o05j3j 335 15 on on IN cord-328181-b2o05j3j 335 16 various various JJ cord-328181-b2o05j3j 335 17 measures measure NNS cord-328181-b2o05j3j 335 18 , , , cord-328181-b2o05j3j 335 19 the the DT cord-328181-b2o05j3j 335 20 viability viability NN cord-328181-b2o05j3j 335 21 of of IN cord-328181-b2o05j3j 335 22 preserving preserve VBG cord-328181-b2o05j3j 335 23 public public JJ cord-328181-b2o05j3j 335 24 health health NN cord-328181-b2o05j3j 335 25 under under IN cord-328181-b2o05j3j 335 26 variations variation NNS cord-328181-b2o05j3j 335 27 of of IN cord-328181-b2o05j3j 335 28 measures measure NNS cord-328181-b2o05j3j 335 29 a a DT cord-328181-b2o05j3j 335 30 week week NN cord-328181-b2o05j3j 335 31 after after IN cord-328181-b2o05j3j 335 32 a a DT cord-328181-b2o05j3j 335 33 significant significant JJ cord-328181-b2o05j3j 335 34 portion portion NN cord-328181-b2o05j3j 335 35 of of IN cord-328181-b2o05j3j 335 36 the the DT cord-328181-b2o05j3j 335 37 population population NN cord-328181-b2o05j3j 335 38 has have VBZ cord-328181-b2o05j3j 335 39 been be VBN cord-328181-b2o05j3j 335 40 tested test VBN cord-328181-b2o05j3j 335 41 . . . cord-328181-b2o05j3j 336 1 To to TO cord-328181-b2o05j3j 336 2 determine determine VB cord-328181-b2o05j3j 336 3 the the DT cord-328181-b2o05j3j 336 4 latter latter JJ cord-328181-b2o05j3j 336 5 , , , cord-328181-b2o05j3j 336 6 we -PRON- PRP cord-328181-b2o05j3j 336 7 obtained obtain VBD cord-328181-b2o05j3j 336 8 data datum NNS cord-328181-b2o05j3j 336 9 for for IN cord-328181-b2o05j3j 336 10 R(t R(t NNP cord-328181-b2o05j3j 336 11 ) ) -RRB- cord-328181-b2o05j3j 336 12 , , , cord-328181-b2o05j3j 336 13 symptomatic symptomatic JJ cord-328181-b2o05j3j 336 14 , , , cord-328181-b2o05j3j 336 15 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 336 16 , , , cord-328181-b2o05j3j 336 17 severe severe JJ cord-328181-b2o05j3j 336 18 and and CC cord-328181-b2o05j3j 336 19 deceased deceased JJ cord-328181-b2o05j3j 336 20 fractions fraction NNS cord-328181-b2o05j3j 336 21 of of IN cord-328181-b2o05j3j 336 22 the the DT cord-328181-b2o05j3j 336 23 population population NN cord-328181-b2o05j3j 336 24 . . . cord-328181-b2o05j3j 337 1 In in IN cord-328181-b2o05j3j 337 2 addition addition NN cord-328181-b2o05j3j 337 3 , , , cord-328181-b2o05j3j 337 4 we -PRON- PRP cord-328181-b2o05j3j 337 5 collected collect VBD cord-328181-b2o05j3j 337 6 information information NN cord-328181-b2o05j3j 337 7 about about IN cord-328181-b2o05j3j 337 8 economic economic JJ cord-328181-b2o05j3j 337 9 impact impact NN cord-328181-b2o05j3j 337 10 using use VBG cord-328181-b2o05j3j 337 11 our -PRON- PRP$ cord-328181-b2o05j3j 337 12 input input NN cord-328181-b2o05j3j 337 13 - - HYPH cord-328181-b2o05j3j 337 14 output output NN cord-328181-b2o05j3j 337 15 matrix matrix NN cord-328181-b2o05j3j 337 16 model model NN cord-328181-b2o05j3j 337 17 . . . cord-328181-b2o05j3j 338 1 A a DT cord-328181-b2o05j3j 338 2 total total NN cord-328181-b2o05j3j 338 3 of of IN cord-328181-b2o05j3j 338 4 6 6 CD cord-328181-b2o05j3j 338 5 simulations simulation NNS cord-328181-b2o05j3j 338 6 explore explore VBP cord-328181-b2o05j3j 338 7 the the DT cord-328181-b2o05j3j 338 8 following following JJ cord-328181-b2o05j3j 338 9 parameter parameter NN cord-328181-b2o05j3j 338 10 settings setting NNS cord-328181-b2o05j3j 338 11 : : : cord-328181-b2o05j3j 338 12 . . . cord-328181-b2o05j3j 339 1 CC CC NNP cord-328181-b2o05j3j 339 2 - - HYPH cord-328181-b2o05j3j 339 3 BY BY NNP cord-328181-b2o05j3j 339 4 - - HYPH cord-328181-b2o05j3j 339 5 ND ND NNP cord-328181-b2o05j3j 339 6 4.0 4.0 CD cord-328181-b2o05j3j 339 7 International international JJ cord-328181-b2o05j3j 339 8 license license NN cord-328181-b2o05j3j 340 1 It -PRON- PRP cord-328181-b2o05j3j 340 2 is be VBZ cord-328181-b2o05j3j 340 3 made make VBN cord-328181-b2o05j3j 340 4 available available JJ cord-328181-b2o05j3j 340 5 under under IN cord-328181-b2o05j3j 340 6 a a DT cord-328181-b2o05j3j 341 1 is be VBZ cord-328181-b2o05j3j 341 2 the the DT cord-328181-b2o05j3j 341 3 author author NN cord-328181-b2o05j3j 341 4 / / SYM cord-328181-b2o05j3j 341 5 funder funder NN cord-328181-b2o05j3j 341 6 , , , cord-328181-b2o05j3j 341 7 who who WP cord-328181-b2o05j3j 341 8 has have VBZ cord-328181-b2o05j3j 341 9 granted grant VBN cord-328181-b2o05j3j 341 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 341 11 a a DT cord-328181-b2o05j3j 341 12 license license NN cord-328181-b2o05j3j 341 13 to to TO cord-328181-b2o05j3j 341 14 display display VB cord-328181-b2o05j3j 341 15 the the DT cord-328181-b2o05j3j 341 16 preprint preprint NN cord-328181-b2o05j3j 341 17 in in IN cord-328181-b2o05j3j 341 18 perpetuity perpetuity NN cord-328181-b2o05j3j 341 19 . . . cord-328181-b2o05j3j 342 1 The the DT cord-328181-b2o05j3j 342 2 copyright copyright NN cord-328181-b2o05j3j 342 3 holder holder NN cord-328181-b2o05j3j 342 4 for for IN cord-328181-b2o05j3j 342 5 this this DT cord-328181-b2o05j3j 342 6 preprint preprint NN cord-328181-b2o05j3j 342 7 this this DT cord-328181-b2o05j3j 342 8 version version NN cord-328181-b2o05j3j 342 9 posted post VBN cord-328181-b2o05j3j 342 10 July July NNP cord-328181-b2o05j3j 342 11 25 25 CD cord-328181-b2o05j3j 342 12 , , , cord-328181-b2o05j3j 342 13 2020 2020 CD cord-328181-b2o05j3j 342 14 . . . cord-328181-b2o05j3j 342 15 . . . cord-328181-b2o05j3j 343 1 1 1 LS cord-328181-b2o05j3j 343 2 . . . cord-328181-b2o05j3j 344 1 shelter shelter NN cord-328181-b2o05j3j 344 2 - - HYPH cord-328181-b2o05j3j 344 3 in in IN cord-328181-b2o05j3j 344 4 - - HYPH cord-328181-b2o05j3j 344 5 place place NN cord-328181-b2o05j3j 344 6 continued continue VBN cord-328181-b2o05j3j 344 7 / / SYM cord-328181-b2o05j3j 344 8 removed remove VBN cord-328181-b2o05j3j 344 9 on on IN cord-328181-b2o05j3j 344 10 day day NN cord-328181-b2o05j3j 344 11 117 117 CD cord-328181-b2o05j3j 344 12 , , , cord-328181-b2o05j3j 344 13 2 2 CD cord-328181-b2o05j3j 344 14 . . . cord-328181-b2o05j3j 345 1 massive massive JJ cord-328181-b2o05j3j 345 2 testing testing NN cord-328181-b2o05j3j 345 3 performed perform VBN cord-328181-b2o05j3j 345 4 to to IN cord-328181-b2o05j3j 345 5 25 25 CD cord-328181-b2o05j3j 345 6 % % NN cord-328181-b2o05j3j 345 7 , , , cord-328181-b2o05j3j 345 8 50 50 CD cord-328181-b2o05j3j 345 9 % % NN cord-328181-b2o05j3j 345 10 and and CC cord-328181-b2o05j3j 345 11 75 75 CD cord-328181-b2o05j3j 345 12 % % NN cord-328181-b2o05j3j 345 13 of of IN cord-328181-b2o05j3j 345 14 the the DT cord-328181-b2o05j3j 345 15 population population NN cord-328181-b2o05j3j 345 16 in in IN cord-328181-b2o05j3j 345 17 the the DT cord-328181-b2o05j3j 345 18 enlarged enlarged JJ cord-328181-b2o05j3j 345 19 community community NN cord-328181-b2o05j3j 345 20 . . . cord-328181-b2o05j3j 346 1 We -PRON- PRP cord-328181-b2o05j3j 346 2 also also RB cord-328181-b2o05j3j 346 3 computed compute VBD cord-328181-b2o05j3j 346 4 a a DT cord-328181-b2o05j3j 346 5 counterfactual counterfactual JJ cord-328181-b2o05j3j 346 6 case case NN cord-328181-b2o05j3j 346 7 corresponding correspond VBG cord-328181-b2o05j3j 346 8 to to IN cord-328181-b2o05j3j 346 9 no no DT cord-328181-b2o05j3j 346 10 massive massive JJ cord-328181-b2o05j3j 346 11 testing testing NN cord-328181-b2o05j3j 346 12 and and CC cord-328181-b2o05j3j 346 13 lifting lifting NN cord-328181-b2o05j3j 346 14 of of IN cord-328181-b2o05j3j 346 15 shelter shelter NN cord-328181-b2o05j3j 346 16 - - HYPH cord-328181-b2o05j3j 346 17 at at IN cord-328181-b2o05j3j 346 18 - - HYPH cord-328181-b2o05j3j 346 19 home home NN cord-328181-b2o05j3j 346 20 orders order NNS cord-328181-b2o05j3j 346 21 to to TO cord-328181-b2o05j3j 346 22 compare compare VB cord-328181-b2o05j3j 346 23 against against IN cord-328181-b2o05j3j 346 24 a a DT cord-328181-b2o05j3j 346 25 backdrop backdrop NN cord-328181-b2o05j3j 346 26 without without IN cord-328181-b2o05j3j 346 27 measures measure NNS cord-328181-b2o05j3j 346 28 . . . cord-328181-b2o05j3j 347 1 Model model NN cord-328181-b2o05j3j 347 2 calibration calibration NN cord-328181-b2o05j3j 347 3 results result NNS cord-328181-b2o05j3j 347 4 ( ( -LRB- cord-328181-b2o05j3j 347 5 Figure figure NN cord-328181-b2o05j3j 347 6 2 2 CD cord-328181-b2o05j3j 347 7 ) ) -RRB- cord-328181-b2o05j3j 347 8 correspond correspond VB cord-328181-b2o05j3j 347 9 to to IN cord-328181-b2o05j3j 347 10 the the DT cord-328181-b2o05j3j 347 11 parametrization parametrization NN cord-328181-b2o05j3j 347 12 publicly publicly RB cord-328181-b2o05j3j 347 13 available available JJ cord-328181-b2o05j3j 347 14 at at IN cord-328181-b2o05j3j 347 15 the the DT cord-328181-b2o05j3j 347 16 GitHub GitHub NNP cord-328181-b2o05j3j 347 17 project project NN cord-328181-b2o05j3j 347 18 repository repository NN cord-328181-b2o05j3j 347 19 9 9 CD cord-328181-b2o05j3j 347 20 . . . cord-328181-b2o05j3j 347 21 _SP cord-328181-b2o05j3j 348 1 We -PRON- PRP cord-328181-b2o05j3j 348 2 computed compute VBD cord-328181-b2o05j3j 348 3 a a DT cord-328181-b2o05j3j 348 4 total total NN cord-328181-b2o05j3j 348 5 of of IN cord-328181-b2o05j3j 348 6 7 7 CD cord-328181-b2o05j3j 348 7 scenarios scenario NNS cord-328181-b2o05j3j 348 8 ( ( -LRB- cord-328181-b2o05j3j 348 9 shelter shelter NN cord-328181-b2o05j3j 348 10 - - HYPH cord-328181-b2o05j3j 348 11 at at IN cord-328181-b2o05j3j 348 12 - - HYPH cord-328181-b2o05j3j 348 13 home home NN cord-328181-b2o05j3j 348 14 times time NNS cord-328181-b2o05j3j 348 15 testing test VBG cord-328181-b2o05j3j 348 16 levels level NNS cord-328181-b2o05j3j 348 17 plus plus CC cord-328181-b2o05j3j 348 18 counterfactual counterfactual JJ cord-328181-b2o05j3j 348 19 ) ) -RRB- cord-328181-b2o05j3j 348 20 , , , cord-328181-b2o05j3j 348 21 each each DT cord-328181-b2o05j3j 348 22 one one CD cord-328181-b2o05j3j 348 23 with with IN cord-328181-b2o05j3j 348 24 an an DT cord-328181-b2o05j3j 348 25 ensemble ensemble NN cord-328181-b2o05j3j 348 26 of of IN cord-328181-b2o05j3j 348 27 30 30 CD cord-328181-b2o05j3j 348 28 independent independent JJ cord-328181-b2o05j3j 348 29 runs run NNS cord-328181-b2o05j3j 348 30 . . . cord-328181-b2o05j3j 349 1 Execution execution NN cord-328181-b2o05j3j 349 2 of of IN cord-328181-b2o05j3j 349 3 these these DT cord-328181-b2o05j3j 349 4 scenarios scenario NNS cord-328181-b2o05j3j 349 5 was be VBD cord-328181-b2o05j3j 349 6 performed perform VBN cord-328181-b2o05j3j 349 7 on on IN cord-328181-b2o05j3j 349 8 Amazon Amazon NNP cord-328181-b2o05j3j 349 9 EC2 EC2 NNP cord-328181-b2o05j3j 349 10 infrastructure infrastructure NN cord-328181-b2o05j3j 349 11 using use VBG cord-328181-b2o05j3j 349 12 a a DT cord-328181-b2o05j3j 349 13 c5a.8xlarge c5a.8xlarge JJ cord-328181-b2o05j3j 349 14 non non JJ cord-328181-b2o05j3j 349 15 - - JJ cord-328181-b2o05j3j 349 16 dedicated dedicated JJ cord-328181-b2o05j3j 349 17 instance instance NN cord-328181-b2o05j3j 349 18 with with IN cord-328181-b2o05j3j 349 19 36 36 CD cord-328181-b2o05j3j 349 20 processors processor NNS cord-328181-b2o05j3j 349 21 and and CC cord-328181-b2o05j3j 349 22 64 64 CD cord-328181-b2o05j3j 349 23 GB gb NN cord-328181-b2o05j3j 349 24 RAM ram NN cord-328181-b2o05j3j 349 25 . . . cord-328181-b2o05j3j 350 1 We -PRON- PRP cord-328181-b2o05j3j 350 2 used use VBD cord-328181-b2o05j3j 350 3 an an DT cord-328181-b2o05j3j 350 4 Ubnutu Ubnutu NNP cord-328181-b2o05j3j 350 5 18.04 18.04 CD cord-328181-b2o05j3j 350 6 86 86 CD cord-328181-b2o05j3j 350 7 image image NN cord-328181-b2o05j3j 350 8 as as IN cord-328181-b2o05j3j 350 9 the the DT cord-328181-b2o05j3j 350 10 choice choice NN cord-328181-b2o05j3j 350 11 of of IN cord-328181-b2o05j3j 350 12 operating operate VBG cord-328181-b2o05j3j 350 13 system system NN cord-328181-b2o05j3j 350 14 . . . cord-328181-b2o05j3j 351 1 Calibration calibration NN cord-328181-b2o05j3j 351 2 CPU cpu NN cord-328181-b2o05j3j 351 3 time time NN cord-328181-b2o05j3j 351 4 with with IN cord-328181-b2o05j3j 351 5 an an DT cord-328181-b2o05j3j 351 6 ensemble ensemble NN cord-328181-b2o05j3j 351 7 of of IN cord-328181-b2o05j3j 351 8 similar similar JJ cord-328181-b2o05j3j 351 9 size size NN cord-328181-b2o05j3j 351 10 for for IN cord-328181-b2o05j3j 351 11 the the DT cord-328181-b2o05j3j 351 12 first first JJ cord-328181-b2o05j3j 351 13 40 40 CD cord-328181-b2o05j3j 351 14 days day NNS cord-328181-b2o05j3j 351 15 is be VBZ cord-328181-b2o05j3j 351 16 , , , cord-328181-b2o05j3j 351 17 on on IN cord-328181-b2o05j3j 351 18 average average JJ cord-328181-b2o05j3j 351 19 , , , cord-328181-b2o05j3j 351 20 16.3±0.4 16.3±0.4 CD cord-328181-b2o05j3j 351 21 minutes minute NNS cord-328181-b2o05j3j 351 22 , , , cord-328181-b2o05j3j 351 23 and and CC cord-328181-b2o05j3j 351 24 the the DT cord-328181-b2o05j3j 351 25 average average JJ cord-328181-b2o05j3j 351 26 execution execution NN cord-328181-b2o05j3j 351 27 time time NN cord-328181-b2o05j3j 351 28 of of IN cord-328181-b2o05j3j 351 29 a a DT cord-328181-b2o05j3j 351 30 complete complete JJ cord-328181-b2o05j3j 351 31 scenario scenario NN cord-328181-b2o05j3j 351 32 is be VBZ cord-328181-b2o05j3j 351 33 65.2 65.2 CD cord-328181-b2o05j3j 351 34 ± ± CD cord-328181-b2o05j3j 351 35 1.3 1.3 CD cord-328181-b2o05j3j 351 36 minutes minute NNS cord-328181-b2o05j3j 351 37 . . . cord-328181-b2o05j3j 352 1 Preliminary preliminary JJ cord-328181-b2o05j3j 352 2 profiling profiling NN cord-328181-b2o05j3j 352 3 indicates indicate VBZ cord-328181-b2o05j3j 352 4 that that IN cord-328181-b2o05j3j 352 5 random random JJ cord-328181-b2o05j3j 352 6 number number NN cord-328181-b2o05j3j 352 7 generation generation NN cord-328181-b2o05j3j 352 8 using use VBG cord-328181-b2o05j3j 352 9 the the DT cord-328181-b2o05j3j 352 10 SciPy SciPy NNP cord-328181-b2o05j3j 352 11 library library NN cord-328181-b2o05j3j 352 12 [ [ -LRB- cord-328181-b2o05j3j 352 13 114 114 CD cord-328181-b2o05j3j 352 14 ] ] -RRB- cord-328181-b2o05j3j 352 15 explains explain VBZ cord-328181-b2o05j3j 352 16 most most JJS cord-328181-b2o05j3j 352 17 of of IN cord-328181-b2o05j3j 352 18 the the DT cord-328181-b2o05j3j 352 19 execution execution NN cord-328181-b2o05j3j 352 20 time time NN cord-328181-b2o05j3j 352 21 . . . cord-328181-b2o05j3j 353 1 No no DT cord-328181-b2o05j3j 353 2 attempts attempt NNS cord-328181-b2o05j3j 353 3 were be VBD cord-328181-b2o05j3j 353 4 made make VBN cord-328181-b2o05j3j 353 5 to to TO cord-328181-b2o05j3j 353 6 further further JJ cord-328181-b2o05j3j 353 7 speed speed VB cord-328181-b2o05j3j 353 8 up up RP cord-328181-b2o05j3j 353 9 our -PRON- PRP$ cord-328181-b2o05j3j 353 10 code code NN cord-328181-b2o05j3j 353 11 by by IN cord-328181-b2o05j3j 353 12 compiling compile VBG cord-328181-b2o05j3j 353 13 it -PRON- PRP cord-328181-b2o05j3j 353 14 using use VBG cord-328181-b2o05j3j 353 15 Cython Cython NNP cord-328181-b2o05j3j 353 16 [ [ -LRB- cord-328181-b2o05j3j 353 17 102 102 CD cord-328181-b2o05j3j 353 18 ] ] -RRB- cord-328181-b2o05j3j 353 19 or or CC cord-328181-b2o05j3j 353 20 Numba Numba NNP cord-328181-b2o05j3j 353 21 [ [ -LRB- cord-328181-b2o05j3j 353 22 68 68 CD cord-328181-b2o05j3j 353 23 ] ] -RRB- cord-328181-b2o05j3j 353 24 . . . cord-328181-b2o05j3j 354 1 Our -PRON- PRP$ cord-328181-b2o05j3j 354 2 goal goal NN cord-328181-b2o05j3j 354 3 in in IN cord-328181-b2o05j3j 354 4 these these DT cord-328181-b2o05j3j 354 5 simulations simulation NNS cord-328181-b2o05j3j 354 6 was be VBD cord-328181-b2o05j3j 354 7 not not RB cord-328181-b2o05j3j 354 8 to to TO cord-328181-b2o05j3j 354 9 reproduce reproduce VB cord-328181-b2o05j3j 354 10 exactly exactly RB cord-328181-b2o05j3j 354 11 the the DT cord-328181-b2o05j3j 354 12 case case NN cord-328181-b2o05j3j 354 13 curves curve NNS cord-328181-b2o05j3j 354 14 observed observe VBD cord-328181-b2o05j3j 354 15 in in IN cord-328181-b2o05j3j 354 16 the the DT cord-328181-b2o05j3j 354 17 community community NN cord-328181-b2o05j3j 354 18 , , , cord-328181-b2o05j3j 354 19 but but CC cord-328181-b2o05j3j 354 20 to to TO cord-328181-b2o05j3j 354 21 obtain obtain VB cord-328181-b2o05j3j 354 22 a a DT cord-328181-b2o05j3j 354 23 picture picture NN cord-328181-b2o05j3j 354 24 that that WDT cord-328181-b2o05j3j 354 25 remains remain VBZ cord-328181-b2o05j3j 354 26 quantitatively quantitatively RB cord-328181-b2o05j3j 354 27 and and CC cord-328181-b2o05j3j 354 28 qualitatively qualitatively RB cord-328181-b2o05j3j 354 29 rigorous rigorous JJ cord-328181-b2o05j3j 354 30 . . . cord-328181-b2o05j3j 355 1 Confidence confidence NN cord-328181-b2o05j3j 355 2 intervals interval NNS cord-328181-b2o05j3j 355 3 are be VBP cord-328181-b2o05j3j 355 4 calculated calculate VBN cord-328181-b2o05j3j 355 5 at at IN cord-328181-b2o05j3j 355 6 95 95 CD cord-328181-b2o05j3j 355 7 % % NN cord-328181-b2o05j3j 355 8 when when WRB cord-328181-b2o05j3j 355 9 present present JJ cord-328181-b2o05j3j 355 10 . . . cord-328181-b2o05j3j 356 1 We -PRON- PRP cord-328181-b2o05j3j 356 2 provide provide VBP cord-328181-b2o05j3j 356 3 scripts script NNS cord-328181-b2o05j3j 356 4 to to TO cord-328181-b2o05j3j 356 5 automate automate VB cord-328181-b2o05j3j 356 6 the the DT cord-328181-b2o05j3j 356 7 setup setup NN cord-328181-b2o05j3j 356 8 9 9 CD cord-328181-b2o05j3j 356 9 See see VB cord-328181-b2o05j3j 356 10 : : : cord-328181-b2o05j3j 356 11 https://bit.ly/2BhCuv3 https://bit.ly/2BhCuv3 NNP cord-328181-b2o05j3j 356 12 18 18 CD cord-328181-b2o05j3j 356 13 . . . cord-328181-b2o05j3j 357 1 CC CC NNP cord-328181-b2o05j3j 357 2 - - HYPH cord-328181-b2o05j3j 357 3 BY BY NNP cord-328181-b2o05j3j 357 4 - - HYPH cord-328181-b2o05j3j 357 5 ND ND NNP cord-328181-b2o05j3j 357 6 4.0 4.0 CD cord-328181-b2o05j3j 357 7 International international JJ cord-328181-b2o05j3j 357 8 license license NN cord-328181-b2o05j3j 358 1 It -PRON- PRP cord-328181-b2o05j3j 358 2 is be VBZ cord-328181-b2o05j3j 358 3 made make VBN cord-328181-b2o05j3j 358 4 available available JJ cord-328181-b2o05j3j 358 5 under under IN cord-328181-b2o05j3j 358 6 a a DT cord-328181-b2o05j3j 359 1 is be VBZ cord-328181-b2o05j3j 359 2 the the DT cord-328181-b2o05j3j 359 3 author author NN cord-328181-b2o05j3j 359 4 / / SYM cord-328181-b2o05j3j 359 5 funder funder NN cord-328181-b2o05j3j 359 6 , , , cord-328181-b2o05j3j 359 7 who who WP cord-328181-b2o05j3j 359 8 has have VBZ cord-328181-b2o05j3j 359 9 granted grant VBN cord-328181-b2o05j3j 359 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 359 11 a a DT cord-328181-b2o05j3j 359 12 license license NN cord-328181-b2o05j3j 359 13 to to TO cord-328181-b2o05j3j 359 14 display display VB cord-328181-b2o05j3j 359 15 the the DT cord-328181-b2o05j3j 359 16 preprint preprint NN cord-328181-b2o05j3j 359 17 in in IN cord-328181-b2o05j3j 359 18 perpetuity perpetuity NN cord-328181-b2o05j3j 359 19 . . . cord-328181-b2o05j3j 360 1 The the DT cord-328181-b2o05j3j 360 2 copyright copyright NN cord-328181-b2o05j3j 360 3 holder holder NN cord-328181-b2o05j3j 360 4 for for IN cord-328181-b2o05j3j 360 5 this this DT cord-328181-b2o05j3j 360 6 preprint preprint NN cord-328181-b2o05j3j 360 7 this this DT cord-328181-b2o05j3j 360 8 version version NN cord-328181-b2o05j3j 360 9 posted post VBN cord-328181-b2o05j3j 360 10 July July NNP cord-328181-b2o05j3j 360 11 25 25 CD cord-328181-b2o05j3j 360 12 , , , cord-328181-b2o05j3j 360 13 2020 2020 CD cord-328181-b2o05j3j 360 14 . . . cord-328181-b2o05j3j 360 15 . . . cord-328181-b2o05j3j 361 1 of of IN cord-328181-b2o05j3j 361 2 the the DT cord-328181-b2o05j3j 361 3 Amazon Amazon NNP cord-328181-b2o05j3j 361 4 EC2 EC2 NNP cord-328181-b2o05j3j 361 5 instance instance NN cord-328181-b2o05j3j 361 6 with with IN cord-328181-b2o05j3j 361 7 model model NN cord-328181-b2o05j3j 361 8 installation installation NN cord-328181-b2o05j3j 361 9 10 10 CD cord-328181-b2o05j3j 361 10 , , , cord-328181-b2o05j3j 361 11 the the DT cord-328181-b2o05j3j 361 12 execution execution NN cord-328181-b2o05j3j 361 13 of of IN cord-328181-b2o05j3j 361 14 all all DT cord-328181-b2o05j3j 361 15 scenarios scenario NNS cord-328181-b2o05j3j 361 16 11 11 CD cord-328181-b2o05j3j 361 17 and and CC cord-328181-b2o05j3j 361 18 their -PRON- PRP$ cord-328181-b2o05j3j 361 19 visualization visualization NN cord-328181-b2o05j3j 361 20 12 12 CD cord-328181-b2o05j3j 361 21 for for IN cord-328181-b2o05j3j 361 22 reproducibility reproducibility NN cord-328181-b2o05j3j 361 23 purposes purpose NNS cord-328181-b2o05j3j 361 24 . . . cord-328181-b2o05j3j 362 1 The the DT cord-328181-b2o05j3j 362 2 following follow VBG cord-328181-b2o05j3j 362 3 convention convention NN cord-328181-b2o05j3j 362 4 is be VBZ cord-328181-b2o05j3j 362 5 applied apply VBN cord-328181-b2o05j3j 362 6 to to IN cord-328181-b2o05j3j 362 7 all all DT cord-328181-b2o05j3j 362 8 figures figure NNS cord-328181-b2o05j3j 362 9 : : : cord-328181-b2o05j3j 362 10 dark dark JJ cord-328181-b2o05j3j 362 11 red red JJ cord-328181-b2o05j3j 362 12 corresponds correspond VBZ cord-328181-b2o05j3j 362 13 to to IN cord-328181-b2o05j3j 362 14 25 25 CD cord-328181-b2o05j3j 362 15 % % NN cord-328181-b2o05j3j 362 16 testing testing NN cord-328181-b2o05j3j 362 17 , , , cord-328181-b2o05j3j 362 18 teal teal NN cord-328181-b2o05j3j 362 19 to to IN cord-328181-b2o05j3j 362 20 50 50 CD cord-328181-b2o05j3j 362 21 % % NN cord-328181-b2o05j3j 362 22 and and CC cord-328181-b2o05j3j 362 23 dark dark JJ cord-328181-b2o05j3j 362 24 blue blue NN cord-328181-b2o05j3j 362 25 to to IN cord-328181-b2o05j3j 362 26 75 75 CD cord-328181-b2o05j3j 362 27 % % NN cord-328181-b2o05j3j 362 28 ; ; , cord-328181-b2o05j3j 362 29 the the DT cord-328181-b2o05j3j 362 30 counterfactual counterfactual JJ cord-328181-b2o05j3j 362 31 case case NN cord-328181-b2o05j3j 362 32 is be VBZ cord-328181-b2o05j3j 362 33 colored color VBN cord-328181-b2o05j3j 362 34 in in IN cord-328181-b2o05j3j 362 35 purple purple NN cord-328181-b2o05j3j 362 36 . . . cord-328181-b2o05j3j 363 1 A a DT cord-328181-b2o05j3j 363 2 dotted dotted JJ cord-328181-b2o05j3j 363 3 line line NN cord-328181-b2o05j3j 363 4 corresponds correspond VBZ cord-328181-b2o05j3j 363 5 to to IN cord-328181-b2o05j3j 363 6 the the DT cord-328181-b2o05j3j 363 7 start start NN cord-328181-b2o05j3j 363 8 of of IN cord-328181-b2o05j3j 363 9 mass mass JJ cord-328181-b2o05j3j 363 10 ingress ingress NN cord-328181-b2o05j3j 363 11 , , , cord-328181-b2o05j3j 363 12 a a DT cord-328181-b2o05j3j 363 13 dot dot NN cord-328181-b2o05j3j 363 14 - - HYPH cord-328181-b2o05j3j 363 15 dash dash NN cord-328181-b2o05j3j 363 16 line line NN cord-328181-b2o05j3j 363 17 to to IN cord-328181-b2o05j3j 363 18 the the DT cord-328181-b2o05j3j 363 19 end end NN cord-328181-b2o05j3j 363 20 of of IN cord-328181-b2o05j3j 363 21 mass mass JJ cord-328181-b2o05j3j 363 22 ingress ingress NN cord-328181-b2o05j3j 363 23 and and CC cord-328181-b2o05j3j 363 24 the the DT cord-328181-b2o05j3j 363 25 start start NN cord-328181-b2o05j3j 363 26 of of IN cord-328181-b2o05j3j 363 27 massive massive JJ cord-328181-b2o05j3j 363 28 testing testing NN cord-328181-b2o05j3j 363 29 , , , cord-328181-b2o05j3j 363 30 and and CC cord-328181-b2o05j3j 363 31 a a DT cord-328181-b2o05j3j 363 32 dashed dash VBN cord-328181-b2o05j3j 363 33 line line NN cord-328181-b2o05j3j 363 34 to to IN cord-328181-b2o05j3j 363 35 the the DT cord-328181-b2o05j3j 363 36 end end NN cord-328181-b2o05j3j 363 37 of of IN cord-328181-b2o05j3j 363 38 massive massive JJ cord-328181-b2o05j3j 363 39 testing testing NN cord-328181-b2o05j3j 363 40 . . . cord-328181-b2o05j3j 364 1 All all DT cord-328181-b2o05j3j 364 2 figures figure NNS cord-328181-b2o05j3j 364 3 related relate VBN cord-328181-b2o05j3j 364 4 to to IN cord-328181-b2o05j3j 364 5 disease disease NN cord-328181-b2o05j3j 364 6 stages stage NNS cord-328181-b2o05j3j 364 7 start start VBP cord-328181-b2o05j3j 364 8 at at IN cord-328181-b2o05j3j 364 9 day day NN cord-328181-b2o05j3j 364 10 80 80 CD cord-328181-b2o05j3j 364 11 . . . cord-328181-b2o05j3j 365 1 Model model NN cord-328181-b2o05j3j 365 2 results result NNS cord-328181-b2o05j3j 365 3 indicate indicate VBP cord-328181-b2o05j3j 365 4 that that IN cord-328181-b2o05j3j 365 5 outbound outbound JJ cord-328181-b2o05j3j 365 6 exposed expose VBN cord-328181-b2o05j3j 365 7 individuals individual NNS cord-328181-b2o05j3j 365 8 coupled couple VBN cord-328181-b2o05j3j 365 9 with with IN cord-328181-b2o05j3j 365 10 local local JJ cord-328181-b2o05j3j 365 11 fluctuations fluctuation NNS cord-328181-b2o05j3j 365 12 appear appear VBP cord-328181-b2o05j3j 365 13 to to TO cord-328181-b2o05j3j 365 14 drive drive VB cord-328181-b2o05j3j 365 15 the the DT cord-328181-b2o05j3j 365 16 behavior behavior NN cord-328181-b2o05j3j 365 17 of of IN cord-328181-b2o05j3j 365 18 this this DT cord-328181-b2o05j3j 365 19 pandemic pandemic NN cord-328181-b2o05j3j 365 20 for for IN cord-328181-b2o05j3j 365 21 the the DT cord-328181-b2o05j3j 365 22 cities city NNS cord-328181-b2o05j3j 365 23 of of IN cord-328181-b2o05j3j 365 24 Urbana Urbana NNP cord-328181-b2o05j3j 365 25 and and CC cord-328181-b2o05j3j 365 26 Champaign Champaign NNP cord-328181-b2o05j3j 365 27 . . . cord-328181-b2o05j3j 366 1 The the DT cord-328181-b2o05j3j 366 2 combination combination NN cord-328181-b2o05j3j 366 3 of of IN cord-328181-b2o05j3j 366 4 contact contact NN cord-328181-b2o05j3j 366 5 tracing tracing NN cord-328181-b2o05j3j 366 6 and and CC cord-328181-b2o05j3j 366 7 public public JJ cord-328181-b2o05j3j 366 8 health health NN cord-328181-b2o05j3j 366 9 management management NN cord-328181-b2o05j3j 366 10 by by IN cord-328181-b2o05j3j 366 11 CU CU NNP cord-328181-b2o05j3j 366 12 - - HYPH cord-328181-b2o05j3j 366 13 PHD PHD NNP cord-328181-b2o05j3j 366 14 , , , cord-328181-b2o05j3j 366 15 compliance compliance NN cord-328181-b2o05j3j 366 16 with with IN cord-328181-b2o05j3j 366 17 health health NN cord-328181-b2o05j3j 366 18 and and CC cord-328181-b2o05j3j 366 19 sanitary sanitary JJ cord-328181-b2o05j3j 366 20 measures measure NNS cord-328181-b2o05j3j 366 21 and and CC cord-328181-b2o05j3j 366 22 rapid rapid JJ cord-328181-b2o05j3j 366 23 implementation implementation NN cord-328181-b2o05j3j 366 24 of of IN cord-328181-b2o05j3j 366 25 shelter shelter NN cord-328181-b2o05j3j 366 26 - - HYPH cord-328181-b2o05j3j 366 27 in in IN cord-328181-b2o05j3j 366 28 - - HYPH cord-328181-b2o05j3j 366 29 place place NN cord-328181-b2o05j3j 366 30 measures measure NNS cord-328181-b2o05j3j 366 31 have have VBP cord-328181-b2o05j3j 366 32 prevented prevent VBN cord-328181-b2o05j3j 366 33 the the DT cord-328181-b2o05j3j 366 34 pandemic pandemic NN cord-328181-b2o05j3j 366 35 from from IN cord-328181-b2o05j3j 366 36 escalating escalate VBG cord-328181-b2o05j3j 366 37 in in IN cord-328181-b2o05j3j 366 38 the the DT cord-328181-b2o05j3j 366 39 region region NN cord-328181-b2o05j3j 366 40 . . . cord-328181-b2o05j3j 367 1 Considering consider VBG cord-328181-b2o05j3j 367 2 both both DT cord-328181-b2o05j3j 367 3 cities city NNS cord-328181-b2o05j3j 367 4 as as IN cord-328181-b2o05j3j 367 5 a a DT cord-328181-b2o05j3j 367 6 closed closed JJ cord-328181-b2o05j3j 367 7 system system NN cord-328181-b2o05j3j 367 8 , , , cord-328181-b2o05j3j 367 9 adequate adequate JJ cord-328181-b2o05j3j 367 10 health health NN cord-328181-b2o05j3j 367 11 management management NN cord-328181-b2o05j3j 367 12 appears appear VBZ cord-328181-b2o05j3j 367 13 to to TO cord-328181-b2o05j3j 367 14 be be VB cord-328181-b2o05j3j 367 15 ultimately ultimately RB cord-328181-b2o05j3j 367 16 responsible responsible JJ cord-328181-b2o05j3j 367 17 for for IN cord-328181-b2o05j3j 367 18 the the DT cord-328181-b2o05j3j 367 19 small small JJ cord-328181-b2o05j3j 367 20 number number NN cord-328181-b2o05j3j 367 21 of of IN cord-328181-b2o05j3j 367 22 severe severe JJ cord-328181-b2o05j3j 367 23 cases case NNS cord-328181-b2o05j3j 367 24 and and CC cord-328181-b2o05j3j 367 25 hospitalizations hospitalization NNS cord-328181-b2o05j3j 367 26 in in IN cord-328181-b2o05j3j 367 27 the the DT cord-328181-b2o05j3j 367 28 region region NN cord-328181-b2o05j3j 367 29 . . . cord-328181-b2o05j3j 368 1 The the DT cord-328181-b2o05j3j 368 2 effect effect NN cord-328181-b2o05j3j 368 3 of of IN cord-328181-b2o05j3j 368 4 masks mask NNS cord-328181-b2o05j3j 368 5 , , , cord-328181-b2o05j3j 368 6 based base VBN cord-328181-b2o05j3j 368 7 on on IN cord-328181-b2o05j3j 368 8 the the DT cord-328181-b2o05j3j 368 9 information information NN cord-328181-b2o05j3j 368 10 obtained obtain VBN cord-328181-b2o05j3j 368 11 from from IN cord-328181-b2o05j3j 368 12 our -PRON- PRP$ cord-328181-b2o05j3j 368 13 simulation simulation NN cord-328181-b2o05j3j 368 14 , , , cord-328181-b2o05j3j 368 15 appears appear VBZ cord-328181-b2o05j3j 368 16 to to TO cord-328181-b2o05j3j 368 17 have have VB cord-328181-b2o05j3j 368 18 a a DT cord-328181-b2o05j3j 368 19 significant significant JJ cord-328181-b2o05j3j 368 20 effect effect NN cord-328181-b2o05j3j 368 21 on on IN cord-328181-b2o05j3j 368 22 the the DT cord-328181-b2o05j3j 368 23 value value NN cord-328181-b2o05j3j 368 24 R(t R(t NNP cord-328181-b2o05j3j 368 25 ) ) -RRB- cord-328181-b2o05j3j 369 1 according accord VBG cord-328181-b2o05j3j 369 2 to to IN cord-328181-b2o05j3j 369 3 Fig Fig NNP cord-328181-b2o05j3j 369 4 . . . cord-328181-b2o05j3j 370 1 2 2 LS cord-328181-b2o05j3j 370 2 . . . cord-328181-b2o05j3j 371 1 Our -PRON- PRP$ cord-328181-b2o05j3j 371 2 simulation simulation NN cord-328181-b2o05j3j 371 3 of of IN cord-328181-b2o05j3j 371 4 the the DT cord-328181-b2o05j3j 371 5 reopening reopening NN cord-328181-b2o05j3j 371 6 of of IN cord-328181-b2o05j3j 371 7 the the DT cord-328181-b2o05j3j 371 8 University University NNP cord-328181-b2o05j3j 371 9 of of IN cord-328181-b2o05j3j 371 10 Illinois Illinois NNP cord-328181-b2o05j3j 371 11 local local JJ cord-328181-b2o05j3j 371 12 campus campus NN cord-328181-b2o05j3j 371 13 with with IN cord-328181-b2o05j3j 371 14 a a DT cord-328181-b2o05j3j 371 15 higher high JJR cord-328181-b2o05j3j 371 16 viral viral JJ cord-328181-b2o05j3j 371 17 load load NN cord-328181-b2o05j3j 371 18 suggests suggest VBZ cord-328181-b2o05j3j 371 19 that that IN cord-328181-b2o05j3j 371 20 an an DT cord-328181-b2o05j3j 371 21 increase increase NN cord-328181-b2o05j3j 371 22 in in IN cord-328181-b2o05j3j 371 23 cases case NNS cord-328181-b2o05j3j 371 24 should should MD cord-328181-b2o05j3j 371 25 be be VB cord-328181-b2o05j3j 371 26 observable observable JJ cord-328181-b2o05j3j 371 27 independent independent JJ cord-328181-b2o05j3j 371 28 of of IN cord-328181-b2o05j3j 371 29 the the DT cord-328181-b2o05j3j 371 30 testing testing NN cord-328181-b2o05j3j 371 31 regime regime NN cord-328181-b2o05j3j 371 32 or or CC cord-328181-b2o05j3j 371 33 relaxation relaxation NN cord-328181-b2o05j3j 371 34 measures measure NNS cord-328181-b2o05j3j 371 35 . . . cord-328181-b2o05j3j 372 1 The the DT cord-328181-b2o05j3j 372 2 future future JJ cord-328181-b2o05j3j 372 3 impact impact NN cord-328181-b2o05j3j 372 4 of of IN cord-328181-b2o05j3j 372 5 this this DT cord-328181-b2o05j3j 372 6 increase increase NN cord-328181-b2o05j3j 372 7 , , , cord-328181-b2o05j3j 372 8 however however RB cord-328181-b2o05j3j 372 9 , , , cord-328181-b2o05j3j 372 10 is be VBZ cord-328181-b2o05j3j 372 11 not not RB cord-328181-b2o05j3j 372 12 . . . cord-328181-b2o05j3j 373 1 Figure figure NN cord-328181-b2o05j3j 373 2 3 3 CD cord-328181-b2o05j3j 373 3 indicates indicate VBZ cord-328181-b2o05j3j 373 4 that that IN cord-328181-b2o05j3j 373 5 lifting lift VBG cord-328181-b2o05j3j 373 6 all all DT cord-328181-b2o05j3j 373 7 shelter shelter NN cord-328181-b2o05j3j 373 8 - - HYPH cord-328181-b2o05j3j 373 9 at at IN cord-328181-b2o05j3j 373 10 - - HYPH cord-328181-b2o05j3j 373 11 home home NN cord-328181-b2o05j3j 373 12 restrictions restriction NNS cord-328181-b2o05j3j 373 13 and and CC cord-328181-b2o05j3j 373 14 performing perform VBG cord-328181-b2o05j3j 373 15 testing testing NN cord-328181-b2o05j3j 373 16 has have VBZ cord-328181-b2o05j3j 373 17 a a DT cord-328181-b2o05j3j 373 18 significant significant JJ cord-328181-b2o05j3j 373 19 impact impact NN cord-328181-b2o05j3j 373 20 regardless regardless RB cord-328181-b2o05j3j 373 21 of of IN cord-328181-b2o05j3j 373 22 the the DT cord-328181-b2o05j3j 373 23 testing testing NN cord-328181-b2o05j3j 373 24 level level NN cord-328181-b2o05j3j 373 25 , , , cord-328181-b2o05j3j 373 26 while while IN cord-328181-b2o05j3j 373 27 preserving preserve VBG cord-328181-b2o05j3j 373 28 shelter shelter NN cord-328181-b2o05j3j 373 29 - - HYPH cord-328181-b2o05j3j 373 30 at at IN cord-328181-b2o05j3j 373 31 - - HYPH cord-328181-b2o05j3j 373 32 home home NN cord-328181-b2o05j3j 373 33 measures measure NNS cord-328181-b2o05j3j 373 34 along along IN cord-328181-b2o05j3j 373 35 with with IN cord-328181-b2o05j3j 373 36 any any DT cord-328181-b2o05j3j 373 37 testing testing NN cord-328181-b2o05j3j 373 38 level level NN cord-328181-b2o05j3j 373 39 can can MD cord-328181-b2o05j3j 373 40 drastically drastically RB cord-328181-b2o05j3j 373 41 sustain sustain VB cord-328181-b2o05j3j 373 42 R(t R(t NNP cord-328181-b2o05j3j 373 43 ) ) -RRB- cord-328181-b2o05j3j 373 44 slightly slightly RB cord-328181-b2o05j3j 373 45 below below IN cord-328181-b2o05j3j 373 46 pre pre JJ cord-328181-b2o05j3j 373 47 - - JJ cord-328181-b2o05j3j 373 48 mask mask JJ cord-328181-b2o05j3j 373 49 order order NN cord-328181-b2o05j3j 373 50 values value NNS cord-328181-b2o05j3j 373 51 . . . cord-328181-b2o05j3j 374 1 We -PRON- PRP cord-328181-b2o05j3j 374 2 note note VBP cord-328181-b2o05j3j 374 3 that that DT cord-328181-b2o05j3j 374 4 R(t R(t NNP cord-328181-b2o05j3j 374 5 ) ) -RRB- cord-328181-b2o05j3j 374 6 decreases decrease VBZ cord-328181-b2o05j3j 374 7 in in IN cord-328181-b2o05j3j 374 8 all all DT cord-328181-b2o05j3j 374 9 cases case NNS cord-328181-b2o05j3j 374 10 , , , cord-328181-b2o05j3j 374 11 which which WDT cord-328181-b2o05j3j 374 12 can can MD cord-328181-b2o05j3j 374 13 be be VB cord-328181-b2o05j3j 374 14 explained explain VBN cord-328181-b2o05j3j 374 15 by by IN cord-328181-b2o05j3j 374 16 contact contact NN cord-328181-b2o05j3j 374 17 tracing tracing NN cord-328181-b2o05j3j 374 18 - - HYPH cord-328181-b2o05j3j 374 19 based base VBN cord-328181-b2o05j3j 374 20 testing testing NN cord-328181-b2o05j3j 374 21 . . . cord-328181-b2o05j3j 375 1 This this DT cord-328181-b2o05j3j 375 2 suggests suggest VBZ cord-328181-b2o05j3j 375 3 that that IN cord-328181-b2o05j3j 375 4 even even RB cord-328181-b2o05j3j 375 5 hybrid hybrid JJ cord-328181-b2o05j3j 375 6 education education NN cord-328181-b2o05j3j 375 7 modes mode NNS cord-328181-b2o05j3j 375 8 ( ( -LRB- cord-328181-b2o05j3j 375 9 in in IN cord-328181-b2o05j3j 375 10 presence presence NN cord-328181-b2o05j3j 375 11 + + CC cord-328181-b2o05j3j 375 12 online online NN cord-328181-b2o05j3j 375 13 ) ) -RRB- cord-328181-b2o05j3j 375 14 constitute constitute VBP cord-328181-b2o05j3j 375 15 significantly significantly RB cord-328181-b2o05j3j 375 16 better well JJR cord-328181-b2o05j3j 375 17 alternatives alternative NNS cord-328181-b2o05j3j 375 18 than than IN cord-328181-b2o05j3j 375 19 full full JJ cord-328181-b2o05j3j 375 20 campus campus NN cord-328181-b2o05j3j 375 21 reopening reopen VBG cord-328181-b2o05j3j 375 22 . . . cord-328181-b2o05j3j 376 1 Testing test VBG cord-328181-b2o05j3j 376 2 intensity intensity NN cord-328181-b2o05j3j 376 3 matters matter NNS cord-328181-b2o05j3j 376 4 . . . cord-328181-b2o05j3j 377 1 In in IN cord-328181-b2o05j3j 377 2 terms term NNS cord-328181-b2o05j3j 377 3 of of IN cord-328181-b2o05j3j 377 4 the the DT cord-328181-b2o05j3j 377 5 outcome outcome NN cord-328181-b2o05j3j 377 6 after after IN cord-328181-b2o05j3j 377 7 day day NN cord-328181-b2o05j3j 377 8 137 137 CD cord-328181-b2o05j3j 377 9 , , , cord-328181-b2o05j3j 377 10 testing test VBG cord-328181-b2o05j3j 377 11 intensity intensity NN cord-328181-b2o05j3j 377 12 determines determine VBZ cord-328181-b2o05j3j 377 13 the the DT cord-328181-b2o05j3j 377 14 last last JJ cord-328181-b2o05j3j 377 15 value value NN cord-328181-b2o05j3j 377 16 of of IN cord-328181-b2o05j3j 377 17 active active JJ cord-328181-b2o05j3j 377 18 cases case NNS cord-328181-b2o05j3j 377 19 during during IN cord-328181-b2o05j3j 377 20 two two CD cord-328181-b2o05j3j 377 21 weeks week NNS cord-328181-b2o05j3j 377 22 after after IN cord-328181-b2o05j3j 377 23 testing test VBG cord-328181-b2o05j3j 377 24 . . . cord-328181-b2o05j3j 378 1 Note note VB cord-328181-b2o05j3j 378 2 that that IN cord-328181-b2o05j3j 378 3 even even RB cord-328181-b2o05j3j 378 4 when when WRB cord-328181-b2o05j3j 378 5 the the DT cord-328181-b2o05j3j 378 6 testing testing NN cord-328181-b2o05j3j 378 7 instant instant NN cord-328181-b2o05j3j 378 8 itself -PRON- PRP cord-328181-b2o05j3j 378 9 has have VBZ cord-328181-b2o05j3j 378 10 passed pass VBN cord-328181-b2o05j3j 378 11 , , , cord-328181-b2o05j3j 378 12 capturing capture VBG cord-328181-b2o05j3j 378 13 a a DT cord-328181-b2o05j3j 378 14 larger large JJR cord-328181-b2o05j3j 378 15 and and CC cord-328181-b2o05j3j 378 16 larger large JJR cord-328181-b2o05j3j 378 17 number number NN cord-328181-b2o05j3j 378 18 of of IN cord-328181-b2o05j3j 378 19 positive positive JJ cord-328181-b2o05j3j 378 20 cases case NNS cord-328181-b2o05j3j 378 21 ( ( -LRB- cord-328181-b2o05j3j 378 22 particularly particularly RB cord-328181-b2o05j3j 378 23 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 378 24 ones one NNS cord-328181-b2o05j3j 378 25 ) ) -RRB- cord-328181-b2o05j3j 378 26 drastically drastically RB cord-328181-b2o05j3j 378 27 reduces reduce VBZ cord-328181-b2o05j3j 378 28 the the DT cord-328181-b2o05j3j 378 29 infectious infectious JJ cord-328181-b2o05j3j 378 30 population population NN cord-328181-b2o05j3j 378 31 ( ( -LRB- cord-328181-b2o05j3j 378 32 Figure figure NN cord-328181-b2o05j3j 378 33 ? ? . cord-328181-b2o05j3j 378 34 ? ? . cord-328181-b2o05j3j 378 35 ) ) -RRB- cord-328181-b2o05j3j 378 36 . . . cord-328181-b2o05j3j 379 1 Even even RB cord-328181-b2o05j3j 379 2 when when WRB cord-328181-b2o05j3j 379 3 shelter shelter NN cord-328181-b2o05j3j 379 4 - - HYPH cord-328181-b2o05j3j 379 5 at at IN cord-328181-b2o05j3j 379 6 - - HYPH cord-328181-b2o05j3j 379 7 home home NN cord-328181-b2o05j3j 379 8 measures measure NNS cord-328181-b2o05j3j 379 9 have have VBP cord-328181-b2o05j3j 379 10 been be VBN cord-328181-b2o05j3j 379 11 lifted lift VBN cord-328181-b2o05j3j 379 12 , , , cord-328181-b2o05j3j 379 13 testing testing NN cord-328181-b2o05j3j 379 14 reduces reduce VBZ cord-328181-b2o05j3j 379 15 the the DT cord-328181-b2o05j3j 379 16 fraction fraction NN cord-328181-b2o05j3j 379 17 of of IN cord-328181-b2o05j3j 379 18 the the DT cord-328181-b2o05j3j 379 19 population population NN cord-328181-b2o05j3j 379 20 classified classify VBN cord-328181-b2o05j3j 379 21 as as IN cord-328181-b2o05j3j 379 22 active active JJ cord-328181-b2o05j3j 379 23 cases case NNS cord-328181-b2o05j3j 379 24 at at IN cord-328181-b2o05j3j 379 25 least least JJS cord-328181-b2o05j3j 379 26 higher high JJR cord-328181-b2o05j3j 379 27 but but CC cord-328181-b2o05j3j 379 28 close close JJ cord-328181-b2o05j3j 379 29 to to IN cord-328181-b2o05j3j 379 30 its -PRON- PRP$ cord-328181-b2o05j3j 379 31 value value NN cord-328181-b2o05j3j 379 32 prior prior RB cord-328181-b2o05j3j 379 33 to to IN cord-328181-b2o05j3j 379 34 mass mass JJ cord-328181-b2o05j3j 379 35 ingress ingress NN cord-328181-b2o05j3j 379 36 ( ( -LRB- cord-328181-b2o05j3j 379 37 25 25 CD cord-328181-b2o05j3j 379 38 % % NN cord-328181-b2o05j3j 379 39 ) ) -RRB- cord-328181-b2o05j3j 379 40 , , , cord-328181-b2o05j3j 379 41 roughly roughly RB cord-328181-b2o05j3j 379 42 equal equal JJ cord-328181-b2o05j3j 379 43 its -PRON- PRP$ cord-328181-b2o05j3j 379 44 prior prior JJ cord-328181-b2o05j3j 379 45 value value NN cord-328181-b2o05j3j 379 46 ( ( -LRB- cord-328181-b2o05j3j 379 47 50 50 CD cord-328181-b2o05j3j 379 48 % % NN cord-328181-b2o05j3j 379 49 ) ) -RRB- cord-328181-b2o05j3j 379 50 or or CC cord-328181-b2o05j3j 379 51 lower low JJR cord-328181-b2o05j3j 379 52 than than IN cord-328181-b2o05j3j 379 53 the the DT cord-328181-b2o05j3j 379 54 prior prior JJ cord-328181-b2o05j3j 379 55 value value NN cord-328181-b2o05j3j 379 56 ( ( -LRB- cord-328181-b2o05j3j 379 57 75 75 CD cord-328181-b2o05j3j 379 58 % % NN cord-328181-b2o05j3j 379 59 ) ) -RRB- cord-328181-b2o05j3j 379 60 . . . cord-328181-b2o05j3j 380 1 Lifting lift VBG cord-328181-b2o05j3j 380 2 shelter shelter NN cord-328181-b2o05j3j 380 3 - - HYPH cord-328181-b2o05j3j 380 4 at at IN cord-328181-b2o05j3j 380 5 - - HYPH cord-328181-b2o05j3j 380 6 home home NN cord-328181-b2o05j3j 380 7 measures measure NNS cord-328181-b2o05j3j 380 8 has have VBZ cord-328181-b2o05j3j 380 9 a a DT cord-328181-b2o05j3j 380 10 significant significant JJ cord-328181-b2o05j3j 380 11 impact impact NN cord-328181-b2o05j3j 380 12 on on IN cord-328181-b2o05j3j 380 13 the the DT cord-328181-b2o05j3j 380 14 magnitude magnitude NN cord-328181-b2o05j3j 380 15 of of IN cord-328181-b2o05j3j 380 16 both both CC cord-328181-b2o05j3j 380 17 the the DT cord-328181-b2o05j3j 380 18 peak peak NN cord-328181-b2o05j3j 380 19 of of IN cord-328181-b2o05j3j 380 20 active active JJ cord-328181-b2o05j3j 380 21 cases case NNS cord-328181-b2o05j3j 380 22 and and CC cord-328181-b2o05j3j 380 23 the the DT cord-328181-b2o05j3j 380 24 value value NN cord-328181-b2o05j3j 380 25 after after IN cord-328181-b2o05j3j 380 26 two two CD cord-328181-b2o05j3j 380 27 weeks week NNS cord-328181-b2o05j3j 380 28 have have VBP cord-328181-b2o05j3j 380 29 passed pass VBN cord-328181-b2o05j3j 380 30 since since IN cord-328181-b2o05j3j 380 31 testing testing NN cord-328181-b2o05j3j 380 32 occurred occur VBD cord-328181-b2o05j3j 380 33 . . . cord-328181-b2o05j3j 381 1 Plans plan NNS cord-328181-b2o05j3j 381 2 to to TO cord-328181-b2o05j3j 381 3 test test VB cord-328181-b2o05j3j 381 4 the the DT cord-328181-b2o05j3j 381 5 student student NN cord-328181-b2o05j3j 381 6 population population NN cord-328181-b2o05j3j 381 7 once once RB cord-328181-b2o05j3j 381 8 per per IN cord-328181-b2o05j3j 381 9 week week NN cord-328181-b2o05j3j 381 10 at at IN cord-328181-b2o05j3j 381 11 scale scale NN cord-328181-b2o05j3j 381 12 , , , cord-328181-b2o05j3j 381 13 although although IN cord-328181-b2o05j3j 381 14 not not RB cord-328181-b2o05j3j 381 15 simulated simulate VBN cord-328181-b2o05j3j 381 16 here here RB cord-328181-b2o05j3j 381 17 , , , cord-328181-b2o05j3j 381 18 appear appear VB cord-328181-b2o05j3j 381 19 to to TO cord-328181-b2o05j3j 381 20 be be VB cord-328181-b2o05j3j 381 21 a a DT cord-328181-b2o05j3j 381 22 most most RBS cord-328181-b2o05j3j 381 23 effective effective JJ cord-328181-b2o05j3j 381 24 solution solution NN cord-328181-b2o05j3j 381 25 to to TO cord-328181-b2o05j3j 381 26 further further RB cord-328181-b2o05j3j 381 27 tame tame VB cord-328181-b2o05j3j 381 28 the the DT cord-328181-b2o05j3j 381 29 curve curve NN cord-328181-b2o05j3j 381 30 . . . cord-328181-b2o05j3j 381 31 _SP cord-328181-b2o05j3j 381 32 . . . cord-328181-b2o05j3j 382 1 CC CC NNP cord-328181-b2o05j3j 382 2 - - HYPH cord-328181-b2o05j3j 382 3 BY BY NNP cord-328181-b2o05j3j 382 4 - - HYPH cord-328181-b2o05j3j 382 5 ND ND NNP cord-328181-b2o05j3j 382 6 4.0 4.0 CD cord-328181-b2o05j3j 382 7 International international JJ cord-328181-b2o05j3j 382 8 license license NN cord-328181-b2o05j3j 383 1 It -PRON- PRP cord-328181-b2o05j3j 383 2 is be VBZ cord-328181-b2o05j3j 383 3 made make VBN cord-328181-b2o05j3j 383 4 available available JJ cord-328181-b2o05j3j 383 5 under under IN cord-328181-b2o05j3j 383 6 a a DT cord-328181-b2o05j3j 384 1 is be VBZ cord-328181-b2o05j3j 384 2 the the DT cord-328181-b2o05j3j 384 3 author author NN cord-328181-b2o05j3j 384 4 / / SYM cord-328181-b2o05j3j 384 5 funder funder NN cord-328181-b2o05j3j 384 6 , , , cord-328181-b2o05j3j 384 7 who who WP cord-328181-b2o05j3j 384 8 has have VBZ cord-328181-b2o05j3j 384 9 granted grant VBN cord-328181-b2o05j3j 384 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 384 11 a a DT cord-328181-b2o05j3j 384 12 license license NN cord-328181-b2o05j3j 384 13 to to TO cord-328181-b2o05j3j 384 14 display display VB cord-328181-b2o05j3j 384 15 the the DT cord-328181-b2o05j3j 384 16 preprint preprint NN cord-328181-b2o05j3j 384 17 in in IN cord-328181-b2o05j3j 384 18 perpetuity perpetuity NN cord-328181-b2o05j3j 384 19 . . . cord-328181-b2o05j3j 385 1 The the DT cord-328181-b2o05j3j 385 2 copyright copyright NN cord-328181-b2o05j3j 385 3 holder holder NN cord-328181-b2o05j3j 385 4 for for IN cord-328181-b2o05j3j 385 5 this this DT cord-328181-b2o05j3j 385 6 preprint preprint NN cord-328181-b2o05j3j 385 7 this this DT cord-328181-b2o05j3j 385 8 version version NN cord-328181-b2o05j3j 385 9 posted post VBN cord-328181-b2o05j3j 385 10 July July NNP cord-328181-b2o05j3j 385 11 25 25 CD cord-328181-b2o05j3j 385 12 , , , cord-328181-b2o05j3j 385 13 2020 2020 CD cord-328181-b2o05j3j 385 14 . . . cord-328181-b2o05j3j 385 15 . . . cord-328181-b2o05j3j 386 1 The the DT cord-328181-b2o05j3j 386 2 main main JJ cord-328181-b2o05j3j 386 3 mechanism mechanism NN cord-328181-b2o05j3j 386 4 massive massive JJ cord-328181-b2o05j3j 386 5 testing testing NN cord-328181-b2o05j3j 386 6 addresses address NNS cord-328181-b2o05j3j 386 7 in in IN cord-328181-b2o05j3j 386 8 general general JJ cord-328181-b2o05j3j 386 9 , , , cord-328181-b2o05j3j 386 10 according accord VBG cord-328181-b2o05j3j 386 11 to to IN cord-328181-b2o05j3j 386 12 our -PRON- PRP$ cord-328181-b2o05j3j 386 13 simulations simulation NNS cord-328181-b2o05j3j 386 14 , , , cord-328181-b2o05j3j 386 15 is be VBZ cord-328181-b2o05j3j 386 16 the the DT cord-328181-b2o05j3j 386 17 removal removal NN cord-328181-b2o05j3j 386 18 of of IN cord-328181-b2o05j3j 386 19 infectious infectious JJ cord-328181-b2o05j3j 386 20 individuals individual NNS cord-328181-b2o05j3j 386 21 from from IN cord-328181-b2o05j3j 386 22 the the DT cord-328181-b2o05j3j 386 23 population population NN cord-328181-b2o05j3j 386 24 , , , cord-328181-b2o05j3j 386 25 in in IN cord-328181-b2o05j3j 386 26 particular particular JJ cord-328181-b2o05j3j 386 27 those those DT cord-328181-b2o05j3j 386 28 who who WP cord-328181-b2o05j3j 386 29 are be VBP cord-328181-b2o05j3j 386 30 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 386 31 . . . cord-328181-b2o05j3j 387 1 In in IN cord-328181-b2o05j3j 387 2 general general JJ cord-328181-b2o05j3j 387 3 , , , cord-328181-b2o05j3j 387 4 the the DT cord-328181-b2o05j3j 387 5 estimated estimate VBN cord-328181-b2o05j3j 387 6 proportion proportion NN cord-328181-b2o05j3j 387 7 of of IN cord-328181-b2o05j3j 387 8 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 387 9 patients patient NNS cord-328181-b2o05j3j 387 10 is be VBZ cord-328181-b2o05j3j 387 11 a a DT cord-328181-b2o05j3j 387 12 significant significant JJ cord-328181-b2o05j3j 387 13 driver driver NN cord-328181-b2o05j3j 387 14 of of IN cord-328181-b2o05j3j 387 15 the the DT cord-328181-b2o05j3j 387 16 contagion contagion NN cord-328181-b2o05j3j 387 17 in in IN cord-328181-b2o05j3j 387 18 our -PRON- PRP$ cord-328181-b2o05j3j 387 19 model model NN cord-328181-b2o05j3j 387 20 . . . cord-328181-b2o05j3j 388 1 When when WRB cord-328181-b2o05j3j 388 2 the the DT cord-328181-b2o05j3j 388 3 population population NN cord-328181-b2o05j3j 388 4 increases increase VBZ cord-328181-b2o05j3j 388 5 , , , cord-328181-b2o05j3j 388 6 many many JJ cord-328181-b2o05j3j 388 7 more more JJR cord-328181-b2o05j3j 388 8 individual individual JJ cord-328181-b2o05j3j 388 9 contacts contact NNS cord-328181-b2o05j3j 388 10 are be VBP cord-328181-b2o05j3j 388 11 possible possible JJ cord-328181-b2o05j3j 388 12 within within IN cord-328181-b2o05j3j 388 13 the the DT cord-328181-b2o05j3j 388 14 same same JJ cord-328181-b2o05j3j 388 15 geographical geographical JJ cord-328181-b2o05j3j 388 16 area area NN cord-328181-b2o05j3j 388 17 , , , cord-328181-b2o05j3j 388 18 and and CC cord-328181-b2o05j3j 388 19 the the DT cord-328181-b2o05j3j 388 20 lag lag NN cord-328181-b2o05j3j 388 21 induced induce VBN cord-328181-b2o05j3j 388 22 by by IN cord-328181-b2o05j3j 388 23 the the DT cord-328181-b2o05j3j 388 24 incubation incubation NN cord-328181-b2o05j3j 388 25 time time NN cord-328181-b2o05j3j 388 26 translates translate VBZ cord-328181-b2o05j3j 388 27 into into IN cord-328181-b2o05j3j 388 28 observing observe VBG cord-328181-b2o05j3j 388 29 the the DT cord-328181-b2o05j3j 388 30 impact impact NN cord-328181-b2o05j3j 388 31 of of IN cord-328181-b2o05j3j 388 32 testing testing NN cord-328181-b2o05j3j 388 33 at at IN cord-328181-b2o05j3j 388 34 least least JJS cord-328181-b2o05j3j 388 35 a a DT cord-328181-b2o05j3j 388 36 week week NN cord-328181-b2o05j3j 388 37 later later RB cord-328181-b2o05j3j 388 38 . . . cord-328181-b2o05j3j 389 1 Figure figure NN cord-328181-b2o05j3j 389 2 5 5 CD cord-328181-b2o05j3j 389 3 compares compare VBZ cord-328181-b2o05j3j 389 4 the the DT cord-328181-b2o05j3j 389 5 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 389 6 fraction fraction NN cord-328181-b2o05j3j 389 7 of of IN cord-328181-b2o05j3j 389 8 the the DT cord-328181-b2o05j3j 389 9 population population NN cord-328181-b2o05j3j 389 10 across across IN cord-328181-b2o05j3j 389 11 a a DT cord-328181-b2o05j3j 389 12 baseline baseline JJ cord-328181-b2o05j3j 389 13 simulation simulation NN cord-328181-b2o05j3j 389 14 without without IN cord-328181-b2o05j3j 389 15 massive massive JJ cord-328181-b2o05j3j 389 16 testing testing NN cord-328181-b2o05j3j 389 17 or or CC cord-328181-b2o05j3j 389 18 some some DT cord-328181-b2o05j3j 389 19 degree degree NN cord-328181-b2o05j3j 389 20 of of IN cord-328181-b2o05j3j 389 21 sheltering shelter VBG cord-328181-b2o05j3j 389 22 . . . cord-328181-b2o05j3j 390 1 As as IN cord-328181-b2o05j3j 390 2 in in IN cord-328181-b2o05j3j 390 3 the the DT cord-328181-b2o05j3j 390 4 previous previous JJ cord-328181-b2o05j3j 390 5 case case NN cord-328181-b2o05j3j 390 6 , , , cord-328181-b2o05j3j 390 7 shelter shelter NN cord-328181-b2o05j3j 390 8 - - HYPH cord-328181-b2o05j3j 390 9 inplace inplace NN cord-328181-b2o05j3j 390 10 measures measure NNS cord-328181-b2o05j3j 390 11 have have VBP cord-328181-b2o05j3j 390 12 an an DT cord-328181-b2o05j3j 390 13 effect effect NN cord-328181-b2o05j3j 390 14 on on IN cord-328181-b2o05j3j 390 15 the the DT cord-328181-b2o05j3j 390 16 growth growth NN cord-328181-b2o05j3j 390 17 rate rate NN cord-328181-b2o05j3j 390 18 of of IN cord-328181-b2o05j3j 390 19 the the DT cord-328181-b2o05j3j 390 20 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 390 21 population population NN cord-328181-b2o05j3j 390 22 , , , cord-328181-b2o05j3j 390 23 but but CC cord-328181-b2o05j3j 390 24 even even RB cord-328181-b2o05j3j 390 25 a a DT cord-328181-b2o05j3j 390 26 testing testing NN cord-328181-b2o05j3j 390 27 intensity intensity NN cord-328181-b2o05j3j 390 28 of of IN cord-328181-b2o05j3j 390 29 25 25 CD cord-328181-b2o05j3j 390 30 % % NN cord-328181-b2o05j3j 390 31 appears appear VBZ cord-328181-b2o05j3j 390 32 to to TO cord-328181-b2o05j3j 390 33 lower lower VB cord-328181-b2o05j3j 390 34 it -PRON- PRP cord-328181-b2o05j3j 390 35 significantly significantly RB cord-328181-b2o05j3j 390 36 compared compare VBN cord-328181-b2o05j3j 390 37 to to IN cord-328181-b2o05j3j 390 38 the the DT cord-328181-b2o05j3j 390 39 counterfactual counterfactual JJ cord-328181-b2o05j3j 390 40 case case NN cord-328181-b2o05j3j 390 41 . . . cord-328181-b2o05j3j 391 1 At at IN cord-328181-b2o05j3j 391 2 case case NN cord-328181-b2o05j3j 391 3 severity severity NN cord-328181-b2o05j3j 391 4 of of IN cord-328181-b2o05j3j 391 5 5 5 CD cord-328181-b2o05j3j 391 6 % % NN cord-328181-b2o05j3j 391 7 , , , cord-328181-b2o05j3j 391 8 more more JJR cord-328181-b2o05j3j 391 9 hospitalizations hospitalization NNS cord-328181-b2o05j3j 391 10 may may MD cord-328181-b2o05j3j 391 11 be be VB cord-328181-b2o05j3j 391 12 expected expect VBN cord-328181-b2o05j3j 391 13 six six CD cord-328181-b2o05j3j 391 14 days day NNS cord-328181-b2o05j3j 391 15 after after IN cord-328181-b2o05j3j 391 16 day day NN cord-328181-b2o05j3j 391 17 130 130 CD cord-328181-b2o05j3j 391 18 ( ( -LRB- cord-328181-b2o05j3j 391 19 mass mass JJ cord-328181-b2o05j3j 391 20 ingress ingress NN cord-328181-b2o05j3j 391 21 ) ) -RRB- cord-328181-b2o05j3j 391 22 , , , cord-328181-b2o05j3j 391 23 particularly particularly RB cord-328181-b2o05j3j 391 24 if if IN cord-328181-b2o05j3j 391 25 shelter shelter NN cord-328181-b2o05j3j 391 26 - - HYPH cord-328181-b2o05j3j 391 27 at at IN cord-328181-b2o05j3j 391 28 - - HYPH cord-328181-b2o05j3j 391 29 home home NN cord-328181-b2o05j3j 391 30 orders order NNS cord-328181-b2o05j3j 391 31 have have VBP cord-328181-b2o05j3j 391 32 been be VBN cord-328181-b2o05j3j 391 33 lifted lift VBN cord-328181-b2o05j3j 391 34 ( ( -LRB- cord-328181-b2o05j3j 391 35 Figure figure NN cord-328181-b2o05j3j 391 36 6 6 CD cord-328181-b2o05j3j 391 37 ) ) -RRB- cord-328181-b2o05j3j 391 38 . . . cord-328181-b2o05j3j 392 1 The the DT cord-328181-b2o05j3j 392 2 impact impact NN cord-328181-b2o05j3j 392 3 of of IN cord-328181-b2o05j3j 392 4 testing testing NN cord-328181-b2o05j3j 392 5 , , , cord-328181-b2o05j3j 392 6 while while IN cord-328181-b2o05j3j 392 7 it -PRON- PRP cord-328181-b2o05j3j 392 8 can can MD cord-328181-b2o05j3j 392 9 not not RB cord-328181-b2o05j3j 392 10 be be VB cord-328181-b2o05j3j 392 11 fully fully RB cord-328181-b2o05j3j 392 12 distinguished distinguished JJ cord-328181-b2o05j3j 392 13 due due IN cord-328181-b2o05j3j 392 14 to to IN cord-328181-b2o05j3j 392 15 the the DT cord-328181-b2o05j3j 392 16 overlap overlap NN cord-328181-b2o05j3j 392 17 of of IN cord-328181-b2o05j3j 392 18 confidence confidence NN cord-328181-b2o05j3j 392 19 intervals interval NNS cord-328181-b2o05j3j 392 20 in in IN cord-328181-b2o05j3j 392 21 our -PRON- PRP$ cord-328181-b2o05j3j 392 22 simulations simulation NNS cord-328181-b2o05j3j 392 23 _SP cord-328181-b2o05j3j 393 1 Our -PRON- PRP$ cord-328181-b2o05j3j 393 2 analysis analysis NN cord-328181-b2o05j3j 393 3 of of IN cord-328181-b2o05j3j 393 4 economic economic JJ cord-328181-b2o05j3j 393 5 impact impact NN cord-328181-b2o05j3j 393 6 focuses focus VBZ cord-328181-b2o05j3j 393 7 on on IN cord-328181-b2o05j3j 393 8 two two CD cord-328181-b2o05j3j 393 9 per per IN cord-328181-b2o05j3j 393 10 - - HYPH cord-328181-b2o05j3j 393 11 capita capita NN cord-328181-b2o05j3j 393 12 averages average NNS cord-328181-b2o05j3j 393 13 : : : cord-328181-b2o05j3j 393 14 cumulative cumulative JJ cord-328181-b2o05j3j 393 15 private private JJ cord-328181-b2o05j3j 393 16 value value NN cord-328181-b2o05j3j 393 17 ( ( -LRB- cord-328181-b2o05j3j 393 18 without without IN cord-328181-b2o05j3j 393 19 any any DT cord-328181-b2o05j3j 393 20 egress egress NN cord-328181-b2o05j3j 393 21 ) ) -RRB- cord-328181-b2o05j3j 393 22 and and CC cord-328181-b2o05j3j 393 23 cumulative cumulative JJ cord-328181-b2o05j3j 393 24 public public JJ cord-328181-b2o05j3j 393 25 value value NN cord-328181-b2o05j3j 393 26 . . . cord-328181-b2o05j3j 394 1 While while IN cord-328181-b2o05j3j 394 2 this this DT cord-328181-b2o05j3j 394 3 part part NN cord-328181-b2o05j3j 394 4 of of IN cord-328181-b2o05j3j 394 5 our -PRON- PRP$ cord-328181-b2o05j3j 394 6 proposed propose VBN cord-328181-b2o05j3j 394 7 model model NN cord-328181-b2o05j3j 394 8 is be VBZ cord-328181-b2o05j3j 394 9 experimental experimental JJ cord-328181-b2o05j3j 394 10 and and CC cord-328181-b2o05j3j 394 11 requires require VBZ cord-328181-b2o05j3j 394 12 further further JJ cord-328181-b2o05j3j 394 13 analysis analysis NN cord-328181-b2o05j3j 394 14 , , , cord-328181-b2o05j3j 394 15 we -PRON- PRP cord-328181-b2o05j3j 394 16 proceed proceed VBP cord-328181-b2o05j3j 394 17 to to TO cord-328181-b2o05j3j 394 18 state state VB cord-328181-b2o05j3j 394 19 the the DT cord-328181-b2o05j3j 394 20 current current JJ cord-328181-b2o05j3j 394 21 results result NNS cord-328181-b2o05j3j 394 22 . . . cord-328181-b2o05j3j 395 1 First first RB cord-328181-b2o05j3j 395 2 , , , cord-328181-b2o05j3j 395 3 we -PRON- PRP cord-328181-b2o05j3j 395 4 studied study VBD cord-328181-b2o05j3j 395 5 the the DT cord-328181-b2o05j3j 395 6 effect effect NN cord-328181-b2o05j3j 395 7 of of IN cord-328181-b2o05j3j 395 8 the the DT cord-328181-b2o05j3j 395 9 pandemic pandemic NN cord-328181-b2o05j3j 395 10 only only RB cord-328181-b2o05j3j 395 11 on on IN cord-328181-b2o05j3j 395 12 individual individual JJ cord-328181-b2o05j3j 395 13 accumulation accumulation NN cord-328181-b2o05j3j 395 14 of of IN cord-328181-b2o05j3j 395 15 private private JJ cord-328181-b2o05j3j 395 16 value value NN cord-328181-b2o05j3j 395 17 ( ( -LRB- cord-328181-b2o05j3j 395 18 Figure figure NN cord-328181-b2o05j3j 395 19 7 7 CD cord-328181-b2o05j3j 395 20 ) ) -RRB- cord-328181-b2o05j3j 395 21 . . . cord-328181-b2o05j3j 396 1 Mass mass JJ cord-328181-b2o05j3j 396 2 ingress ingress NN cord-328181-b2o05j3j 396 3 appears appear VBZ cord-328181-b2o05j3j 396 4 to to TO cord-328181-b2o05j3j 396 5 renormalize renormalize VB cord-328181-b2o05j3j 396 6 temporarily temporarily RB cord-328181-b2o05j3j 396 7 the the DT cord-328181-b2o05j3j 396 8 distribution distribution NN cord-328181-b2o05j3j 396 9 and and CC cord-328181-b2o05j3j 396 10 removing remove VBG cord-328181-b2o05j3j 396 11 shelter shelter NN cord-328181-b2o05j3j 396 12 - - HYPH cord-328181-b2o05j3j 396 13 at at IN cord-328181-b2o05j3j 396 14 - - HYPH cord-328181-b2o05j3j 396 15 home home NN cord-328181-b2o05j3j 396 16 measures measure NNS cord-328181-b2o05j3j 396 17 , , , cord-328181-b2o05j3j 396 18 predictably predictably RB cord-328181-b2o05j3j 396 19 , , , cord-328181-b2o05j3j 396 20 increases increase VBZ cord-328181-b2o05j3j 396 21 the the DT cord-328181-b2o05j3j 396 22 final final JJ cord-328181-b2o05j3j 396 23 value value NN cord-328181-b2o05j3j 396 24 at at IN cord-328181-b2o05j3j 396 25 day day NN cord-328181-b2o05j3j 396 26 153 153 CD cord-328181-b2o05j3j 396 27 , , , cord-328181-b2o05j3j 396 28 but but CC cord-328181-b2o05j3j 396 29 only only RB cord-328181-b2o05j3j 396 30 by by IN cord-328181-b2o05j3j 396 31 approximately approximately RB cord-328181-b2o05j3j 396 32 five five CD cord-328181-b2o05j3j 396 33 units unit NNS cord-328181-b2o05j3j 396 34 . . . cord-328181-b2o05j3j 397 1 All all DT cord-328181-b2o05j3j 397 2 testing testing NN cord-328181-b2o05j3j 397 3 levels level NNS cord-328181-b2o05j3j 397 4 appear appear VBP cord-328181-b2o05j3j 397 5 to to TO cord-328181-b2o05j3j 397 6 comprise comprise VB cord-328181-b2o05j3j 397 7 a a DT cord-328181-b2o05j3j 397 8 relatively relatively RB cord-328181-b2o05j3j 397 9 tight tight JJ cord-328181-b2o05j3j 397 10 bundle bundle NN cord-328181-b2o05j3j 397 11 , , , cord-328181-b2o05j3j 397 12 which which WDT cord-328181-b2o05j3j 397 13 can can MD cord-328181-b2o05j3j 397 14 be be VB cord-328181-b2o05j3j 397 15 interpreted interpret VBN cord-328181-b2o05j3j 397 16 either either CC cord-328181-b2o05j3j 397 17 as as IN cord-328181-b2o05j3j 397 18 an an DT cord-328181-b2o05j3j 397 19 artifact artifact NN cord-328181-b2o05j3j 397 20 due due IN cord-328181-b2o05j3j 397 21 to to IN cord-328181-b2o05j3j 397 22 the the DT cord-328181-b2o05j3j 397 23 model model NN cord-328181-b2o05j3j 397 24 being be VBG cord-328181-b2o05j3j 397 25 simplistic simplistic JJ cord-328181-b2o05j3j 397 26 , , , cord-328181-b2o05j3j 397 27 or or CC cord-328181-b2o05j3j 397 28 as as IN cord-328181-b2o05j3j 397 29 the the DT cord-328181-b2o05j3j 397 30 fact fact NN cord-328181-b2o05j3j 397 31 that that IN cord-328181-b2o05j3j 397 32 the the DT cord-328181-b2o05j3j 397 33 impact impact NN cord-328181-b2o05j3j 397 34 of of IN cord-328181-b2o05j3j 397 35 testing test VBG cord-328181-b2o05j3j 397 36 levels level NNS cord-328181-b2o05j3j 397 37 on on IN cord-328181-b2o05j3j 397 38 cumulative cumulative JJ cord-328181-b2o05j3j 397 39 private private JJ cord-328181-b2o05j3j 397 40 value value NN cord-328181-b2o05j3j 397 41 in in IN cord-328181-b2o05j3j 397 42 the the DT cord-328181-b2o05j3j 397 43 context context NN cord-328181-b2o05j3j 397 44 of of IN cord-328181-b2o05j3j 397 45 a a DT cord-328181-b2o05j3j 397 46 21 21 CD cord-328181-b2o05j3j 397 47 . . . cord-328181-b2o05j3j 398 1 CC CC NNP cord-328181-b2o05j3j 398 2 - - HYPH cord-328181-b2o05j3j 398 3 BY BY NNP cord-328181-b2o05j3j 398 4 - - HYPH cord-328181-b2o05j3j 398 5 ND ND NNP cord-328181-b2o05j3j 398 6 4.0 4.0 CD cord-328181-b2o05j3j 398 7 International international JJ cord-328181-b2o05j3j 398 8 license license NN cord-328181-b2o05j3j 399 1 It -PRON- PRP cord-328181-b2o05j3j 399 2 is be VBZ cord-328181-b2o05j3j 399 3 made make VBN cord-328181-b2o05j3j 399 4 available available JJ cord-328181-b2o05j3j 399 5 under under IN cord-328181-b2o05j3j 399 6 a a DT cord-328181-b2o05j3j 400 1 is be VBZ cord-328181-b2o05j3j 400 2 the the DT cord-328181-b2o05j3j 400 3 author author NN cord-328181-b2o05j3j 400 4 / / SYM cord-328181-b2o05j3j 400 5 funder funder NN cord-328181-b2o05j3j 400 6 , , , cord-328181-b2o05j3j 400 7 who who WP cord-328181-b2o05j3j 400 8 has have VBZ cord-328181-b2o05j3j 400 9 granted grant VBN cord-328181-b2o05j3j 400 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 400 11 a a DT cord-328181-b2o05j3j 400 12 license license NN cord-328181-b2o05j3j 400 13 to to TO cord-328181-b2o05j3j 400 14 display display VB cord-328181-b2o05j3j 400 15 the the DT cord-328181-b2o05j3j 400 16 preprint preprint NN cord-328181-b2o05j3j 400 17 in in IN cord-328181-b2o05j3j 400 18 perpetuity perpetuity NN cord-328181-b2o05j3j 400 19 . . . cord-328181-b2o05j3j 401 1 The the DT cord-328181-b2o05j3j 401 2 copyright copyright NN cord-328181-b2o05j3j 401 3 holder holder NN cord-328181-b2o05j3j 401 4 for for IN cord-328181-b2o05j3j 401 5 this this DT cord-328181-b2o05j3j 401 6 preprint preprint NN cord-328181-b2o05j3j 401 7 this this DT cord-328181-b2o05j3j 401 8 version version NN cord-328181-b2o05j3j 401 9 posted post VBN cord-328181-b2o05j3j 401 10 July July NNP cord-328181-b2o05j3j 401 11 25 25 CD cord-328181-b2o05j3j 401 12 , , , cord-328181-b2o05j3j 401 13 2020 2020 CD cord-328181-b2o05j3j 401 14 . . . cord-328181-b2o05j3j 402 1 pandemic pandemic NN cord-328181-b2o05j3j 402 2 under under IN cord-328181-b2o05j3j 402 3 control control NN cord-328181-b2o05j3j 402 4 ( ( -LRB- cord-328181-b2o05j3j 402 5 as as IN cord-328181-b2o05j3j 402 6 in in IN cord-328181-b2o05j3j 402 7 Urbana Urbana NNP cord-328181-b2o05j3j 402 8 and and CC cord-328181-b2o05j3j 402 9 Champaign Champaign NNP cord-328181-b2o05j3j 402 10 cities city NNS cord-328181-b2o05j3j 402 11 ) ) -RRB- cord-328181-b2o05j3j 402 12 is be VBZ cord-328181-b2o05j3j 402 13 limited limit VBN cord-328181-b2o05j3j 402 14 . . . cord-328181-b2o05j3j 403 1 Even even RB cord-328181-b2o05j3j 403 2 when when WRB cord-328181-b2o05j3j 403 3 these these DT cord-328181-b2o05j3j 403 4 differences difference NNS cord-328181-b2o05j3j 403 5 are be VBP cord-328181-b2o05j3j 403 6 small small JJ cord-328181-b2o05j3j 403 7 , , , cord-328181-b2o05j3j 403 8 they -PRON- PRP cord-328181-b2o05j3j 403 9 do do VBP cord-328181-b2o05j3j 403 10 exist exist VB cord-328181-b2o05j3j 403 11 . . . cord-328181-b2o05j3j 404 1 Testing test VBG cord-328181-b2o05j3j 404 2 at at IN cord-328181-b2o05j3j 404 3 low low JJ cord-328181-b2o05j3j 404 4 levels level NNS cord-328181-b2o05j3j 404 5 ( ( -LRB- cord-328181-b2o05j3j 404 6 i.e. i.e. FW cord-328181-b2o05j3j 404 7 25 25 CD cord-328181-b2o05j3j 404 8 % % NN cord-328181-b2o05j3j 404 9 and and CC cord-328181-b2o05j3j 404 10 50 50 CD cord-328181-b2o05j3j 404 11 % % NN cord-328181-b2o05j3j 404 12 ) ) -RRB- cord-328181-b2o05j3j 404 13 reduces reduce VBZ cord-328181-b2o05j3j 404 14 the the DT cord-328181-b2o05j3j 404 15 number number NN cord-328181-b2o05j3j 404 16 of of IN cord-328181-b2o05j3j 404 17 isolated isolate VBN cord-328181-b2o05j3j 404 18 people people NNS cord-328181-b2o05j3j 404 19 compared compare VBN cord-328181-b2o05j3j 404 20 to to IN cord-328181-b2o05j3j 404 21 testing testing NN cord-328181-b2o05j3j 404 22 at at IN cord-328181-b2o05j3j 404 23 a a DT cord-328181-b2o05j3j 404 24 broader broad JJR cord-328181-b2o05j3j 404 25 scale scale NN cord-328181-b2o05j3j 404 26 ( ( -LRB- cord-328181-b2o05j3j 404 27 i.e. i.e. FW cord-328181-b2o05j3j 404 28 70 70 CD cord-328181-b2o05j3j 404 29 % % NN cord-328181-b2o05j3j 404 30 ) ) -RRB- cord-328181-b2o05j3j 404 31 . . . cord-328181-b2o05j3j 405 1 However however RB cord-328181-b2o05j3j 405 2 , , , cord-328181-b2o05j3j 405 3 when when WRB cord-328181-b2o05j3j 405 4 an an DT cord-328181-b2o05j3j 405 5 epidemic epidemic NN cord-328181-b2o05j3j 405 6 process process NN cord-328181-b2o05j3j 405 7 remains remain VBZ cord-328181-b2o05j3j 405 8 under under IN cord-328181-b2o05j3j 405 9 control control NN cord-328181-b2o05j3j 405 10 , , , cord-328181-b2o05j3j 405 11 public public JJ cord-328181-b2o05j3j 405 12 health health NN cord-328181-b2o05j3j 405 13 benefits benefit NNS cord-328181-b2o05j3j 405 14 largely largely RB cord-328181-b2o05j3j 405 15 appears appear VBZ cord-328181-b2o05j3j 405 16 overshadow overshadow VBP cord-328181-b2o05j3j 405 17 individual individual JJ cord-328181-b2o05j3j 405 18 losses loss NNS cord-328181-b2o05j3j 405 19 , , , cord-328181-b2o05j3j 405 20 contingent contingent NN cord-328181-b2o05j3j 405 21 on on IN cord-328181-b2o05j3j 405 22 the the DT cord-328181-b2o05j3j 405 23 validity validity NN cord-328181-b2o05j3j 405 24 of of IN cord-328181-b2o05j3j 405 25 this this DT cord-328181-b2o05j3j 405 26 approach approach NN cord-328181-b2o05j3j 405 27 . . . cord-328181-b2o05j3j 406 1 In in IN cord-328181-b2o05j3j 406 2 the the DT cord-328181-b2o05j3j 406 3 case case NN cord-328181-b2o05j3j 406 4 of of IN cord-328181-b2o05j3j 406 5 per per IN cord-328181-b2o05j3j 406 6 - - HYPH cord-328181-b2o05j3j 406 7 capita capita FW cord-328181-b2o05j3j 406 8 cumulative cumulative JJ cord-328181-b2o05j3j 406 9 public public JJ cord-328181-b2o05j3j 406 10 value value NN cord-328181-b2o05j3j 406 11 , , , cord-328181-b2o05j3j 406 12 the the DT cord-328181-b2o05j3j 406 13 model model NN cord-328181-b2o05j3j 406 14 predicts predict VBZ cord-328181-b2o05j3j 406 15 negative negative JJ cord-328181-b2o05j3j 406 16 outcomes outcome NNS cord-328181-b2o05j3j 406 17 even even RB cord-328181-b2o05j3j 406 18 for for IN cord-328181-b2o05j3j 406 19 an an DT cord-328181-b2o05j3j 406 20 epidemic epidemic NN cord-328181-b2o05j3j 406 21 under under IN cord-328181-b2o05j3j 406 22 control control NN cord-328181-b2o05j3j 406 23 ( ( -LRB- cord-328181-b2o05j3j 406 24 Figure figure NN cord-328181-b2o05j3j 406 25 ) ) -RRB- cord-328181-b2o05j3j 406 26 . . . cord-328181-b2o05j3j 407 1 This this DT cord-328181-b2o05j3j 407 2 appears appear VBZ cord-328181-b2o05j3j 407 3 to to TO cord-328181-b2o05j3j 407 4 align align VB cord-328181-b2o05j3j 407 5 with with IN cord-328181-b2o05j3j 407 6 public public JJ cord-328181-b2o05j3j 407 7 expenditure expenditure NN cord-328181-b2o05j3j 407 8 needed need VBN cord-328181-b2o05j3j 407 9 to to TO cord-328181-b2o05j3j 407 10 mitigate mitigate VB cord-328181-b2o05j3j 407 11 any any DT cord-328181-b2o05j3j 407 12 economic economic JJ cord-328181-b2o05j3j 407 13 and and CC cord-328181-b2o05j3j 407 14 societal societal JJ cord-328181-b2o05j3j 407 15 lockdown lockdown NN cord-328181-b2o05j3j 407 16 necessary necessary JJ cord-328181-b2o05j3j 407 17 to to TO cord-328181-b2o05j3j 407 18 stop stop VB cord-328181-b2o05j3j 407 19 the the DT cord-328181-b2o05j3j 407 20 spread spread NN cord-328181-b2o05j3j 407 21 of of IN cord-328181-b2o05j3j 407 22 the the DT cord-328181-b2o05j3j 407 23 disease disease NN cord-328181-b2o05j3j 407 24 , , , cord-328181-b2o05j3j 407 25 as as RB cord-328181-b2o05j3j 407 26 well well RB cord-328181-b2o05j3j 407 27 as as IN cord-328181-b2o05j3j 407 28 the the DT cord-328181-b2o05j3j 407 29 negative negative JJ cord-328181-b2o05j3j 407 30 externalities externality NNS cord-328181-b2o05j3j 407 31 leading lead VBG cord-328181-b2o05j3j 407 32 to to IN cord-328181-b2o05j3j 407 33 less less JJR cord-328181-b2o05j3j 407 34 public public JJ cord-328181-b2o05j3j 407 35 transactions transaction NNS cord-328181-b2o05j3j 407 36 taking take VBG cord-328181-b2o05j3j 407 37 place place NN cord-328181-b2o05j3j 407 38 on on IN cord-328181-b2o05j3j 407 39 22 22 CD cord-328181-b2o05j3j 407 40 . . . cord-328181-b2o05j3j 408 1 CC CC NNP cord-328181-b2o05j3j 408 2 - - HYPH cord-328181-b2o05j3j 408 3 BY BY NNP cord-328181-b2o05j3j 408 4 - - HYPH cord-328181-b2o05j3j 408 5 ND ND NNP cord-328181-b2o05j3j 408 6 4.0 4.0 CD cord-328181-b2o05j3j 408 7 International international JJ cord-328181-b2o05j3j 408 8 license license NN cord-328181-b2o05j3j 409 1 It -PRON- PRP cord-328181-b2o05j3j 409 2 is be VBZ cord-328181-b2o05j3j 409 3 made make VBN cord-328181-b2o05j3j 409 4 available available JJ cord-328181-b2o05j3j 409 5 under under IN cord-328181-b2o05j3j 409 6 a a DT cord-328181-b2o05j3j 410 1 is be VBZ cord-328181-b2o05j3j 410 2 the the DT cord-328181-b2o05j3j 410 3 author author NN cord-328181-b2o05j3j 410 4 / / SYM cord-328181-b2o05j3j 410 5 funder funder NN cord-328181-b2o05j3j 410 6 , , , cord-328181-b2o05j3j 410 7 who who WP cord-328181-b2o05j3j 410 8 has have VBZ cord-328181-b2o05j3j 410 9 granted grant VBN cord-328181-b2o05j3j 410 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 410 11 a a DT cord-328181-b2o05j3j 410 12 license license NN cord-328181-b2o05j3j 410 13 to to TO cord-328181-b2o05j3j 410 14 display display VB cord-328181-b2o05j3j 410 15 the the DT cord-328181-b2o05j3j 410 16 preprint preprint NN cord-328181-b2o05j3j 410 17 in in IN cord-328181-b2o05j3j 410 18 perpetuity perpetuity NN cord-328181-b2o05j3j 410 19 . . . cord-328181-b2o05j3j 411 1 The the DT cord-328181-b2o05j3j 411 2 copyright copyright NN cord-328181-b2o05j3j 411 3 holder holder NN cord-328181-b2o05j3j 411 4 for for IN cord-328181-b2o05j3j 411 5 this this DT cord-328181-b2o05j3j 411 6 preprint preprint NN cord-328181-b2o05j3j 411 7 this this DT cord-328181-b2o05j3j 411 8 version version NN cord-328181-b2o05j3j 411 9 posted post VBN cord-328181-b2o05j3j 411 10 July July NNP cord-328181-b2o05j3j 411 11 25 25 CD cord-328181-b2o05j3j 411 12 , , , cord-328181-b2o05j3j 411 13 2020 2020 CD cord-328181-b2o05j3j 411 14 . . . cord-328181-b2o05j3j 411 15 . . . cord-328181-b2o05j3j 412 1 https://doi.org/10.1101/2020.07.22.20159798 https://doi.org/10.1101/2020.07.22.20159798 NN cord-328181-b2o05j3j 412 2 doi doi XX cord-328181-b2o05j3j 412 3 : : : cord-328181-b2o05j3j 413 1 medRxiv medRxiv NNP cord-328181-b2o05j3j 413 2 preprint preprint NN cord-328181-b2o05j3j 413 3 systems system NNS cord-328181-b2o05j3j 413 4 that that WDT cord-328181-b2o05j3j 413 5 were be VBD cord-328181-b2o05j3j 413 6 designed design VBN cord-328181-b2o05j3j 413 7 to to TO cord-328181-b2o05j3j 413 8 support support VB cord-328181-b2o05j3j 413 9 a a DT cord-328181-b2o05j3j 413 10 certain certain JJ cord-328181-b2o05j3j 413 11 minimum minimum JJ cord-328181-b2o05j3j 413 12 load load NN cord-328181-b2o05j3j 413 13 to to TO cord-328181-b2o05j3j 413 14 remain remain VB cord-328181-b2o05j3j 413 15 profitable profitable JJ cord-328181-b2o05j3j 414 1 : : : cord-328181-b2o05j3j 414 2 public public JJ cord-328181-b2o05j3j 414 3 finances finance NNS cord-328181-b2o05j3j 414 4 tend tend VBP cord-328181-b2o05j3j 414 5 to to TO cord-328181-b2o05j3j 414 6 be be VB cord-328181-b2o05j3j 414 7 , , , cord-328181-b2o05j3j 414 8 in in IN cord-328181-b2o05j3j 414 9 general general JJ cord-328181-b2o05j3j 414 10 , , , cord-328181-b2o05j3j 414 11 inelastic inelastic JJ cord-328181-b2o05j3j 414 12 for for IN cord-328181-b2o05j3j 414 13 that that DT cord-328181-b2o05j3j 414 14 reason reason NN cord-328181-b2o05j3j 414 15 . . . cord-328181-b2o05j3j 415 1 When when WRB cord-328181-b2o05j3j 415 2 shelter shelter NN cord-328181-b2o05j3j 415 3 - - HYPH cord-328181-b2o05j3j 415 4 at at IN cord-328181-b2o05j3j 415 5 - - HYPH cord-328181-b2o05j3j 415 6 home home NN cord-328181-b2o05j3j 415 7 measures measure NNS cord-328181-b2o05j3j 415 8 are be VBP cord-328181-b2o05j3j 415 9 lifted lift VBN cord-328181-b2o05j3j 415 10 , , , cord-328181-b2o05j3j 415 11 a a DT cord-328181-b2o05j3j 415 12 natural natural JJ cord-328181-b2o05j3j 415 13 order order NN cord-328181-b2o05j3j 415 14 of of IN cord-328181-b2o05j3j 415 15 solutions solution NNS cord-328181-b2o05j3j 415 16 arises arise VBZ cord-328181-b2o05j3j 415 17 from from IN cord-328181-b2o05j3j 415 18 worst bad JJS cord-328181-b2o05j3j 415 19 - - HYPH cord-328181-b2o05j3j 415 20 case case NN cord-328181-b2o05j3j 415 21 ( ( -LRB- cord-328181-b2o05j3j 415 22 our -PRON- PRP$ cord-328181-b2o05j3j 415 23 counterfactual counterfactual JJ cord-328181-b2o05j3j 415 24 , , , cord-328181-b2o05j3j 415 25 purple purple JJ cord-328181-b2o05j3j 415 26 ) ) -RRB- cord-328181-b2o05j3j 415 27 to to IN cord-328181-b2o05j3j 415 28 best good JJS cord-328181-b2o05j3j 415 29 - - HYPH cord-328181-b2o05j3j 415 30 case case NN cord-328181-b2o05j3j 415 31 ( ( -LRB- cord-328181-b2o05j3j 415 32 75 75 CD cord-328181-b2o05j3j 415 33 % % NN cord-328181-b2o05j3j 415 34 testing testing NN cord-328181-b2o05j3j 415 35 , , , cord-328181-b2o05j3j 415 36 blue blue JJ cord-328181-b2o05j3j 415 37 ) ) -RRB- cord-328181-b2o05j3j 415 38 : : : cord-328181-b2o05j3j 415 39 strong strong JJ cord-328181-b2o05j3j 415 40 testing testing NN cord-328181-b2o05j3j 415 41 reduces reduce VBZ cord-328181-b2o05j3j 415 42 the the DT cord-328181-b2o05j3j 415 43 long long JJ cord-328181-b2o05j3j 415 44 - - HYPH cord-328181-b2o05j3j 415 45 term term NN cord-328181-b2o05j3j 415 46 impact impact NN cord-328181-b2o05j3j 415 47 of of IN cord-328181-b2o05j3j 415 48 active active JJ cord-328181-b2o05j3j 415 49 , , , cord-328181-b2o05j3j 415 50 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 415 51 and and CC cord-328181-b2o05j3j 415 52 severe severe JJ cord-328181-b2o05j3j 415 53 cases case NNS cord-328181-b2o05j3j 415 54 . . . cord-328181-b2o05j3j 416 1 In in IN cord-328181-b2o05j3j 416 2 this this DT cord-328181-b2o05j3j 416 3 situation situation NN cord-328181-b2o05j3j 416 4 , , , cord-328181-b2o05j3j 416 5 however however RB cord-328181-b2o05j3j 416 6 , , , cord-328181-b2o05j3j 416 7 the the DT cord-328181-b2o05j3j 416 8 effect effect NN cord-328181-b2o05j3j 416 9 of of IN cord-328181-b2o05j3j 416 10 mass mass JJ cord-328181-b2o05j3j 416 11 ingress ingress NN cord-328181-b2o05j3j 416 12 appears appear VBZ cord-328181-b2o05j3j 416 13 to to TO cord-328181-b2o05j3j 416 14 be be VB cord-328181-b2o05j3j 416 15 to to TO cord-328181-b2o05j3j 416 16 re re VB cord-328181-b2o05j3j 416 17 - - VB cord-328181-b2o05j3j 416 18 bundle bundle VB cord-328181-b2o05j3j 416 19 the the DT cord-328181-b2o05j3j 416 20 behavior behavior NN cord-328181-b2o05j3j 416 21 as as IN cord-328181-b2o05j3j 416 22 R(t R(t NNP cord-328181-b2o05j3j 416 23 ) ) -RRB- cord-328181-b2o05j3j 416 24 increases increase VBZ cord-328181-b2o05j3j 416 25 again again RB cord-328181-b2o05j3j 416 26 . . . cord-328181-b2o05j3j 417 1 If if IN cord-328181-b2o05j3j 417 2 shelter shelter NN cord-328181-b2o05j3j 417 3 - - HYPH cord-328181-b2o05j3j 417 4 at at IN cord-328181-b2o05j3j 417 5 - - HYPH cord-328181-b2o05j3j 417 6 home home NN cord-328181-b2o05j3j 417 7 is be VBZ cord-328181-b2o05j3j 417 8 preserved preserve VBN cord-328181-b2o05j3j 417 9 , , , cord-328181-b2o05j3j 417 10 an an DT cord-328181-b2o05j3j 417 11 interesting interesting JJ cord-328181-b2o05j3j 417 12 situation situation NN cord-328181-b2o05j3j 417 13 arises arise VBZ cord-328181-b2o05j3j 417 14 : : : cord-328181-b2o05j3j 417 15 doing do VBG cord-328181-b2o05j3j 417 16 nothing nothing NN cord-328181-b2o05j3j 417 17 appears appear VBZ cord-328181-b2o05j3j 417 18 to to TO cord-328181-b2o05j3j 417 19 be be VB cord-328181-b2o05j3j 417 20 a a DT cord-328181-b2o05j3j 417 21 good good JJ cord-328181-b2o05j3j 417 22 economic economic JJ cord-328181-b2o05j3j 417 23 solution solution NN cord-328181-b2o05j3j 417 24 . . . cord-328181-b2o05j3j 418 1 We -PRON- PRP cord-328181-b2o05j3j 418 2 believe believe VBP cord-328181-b2o05j3j 418 3 the the DT cord-328181-b2o05j3j 418 4 main main JJ cord-328181-b2o05j3j 418 5 reason reason NN cord-328181-b2o05j3j 418 6 behind behind IN cord-328181-b2o05j3j 418 7 this this DT cord-328181-b2o05j3j 418 8 result result NN cord-328181-b2o05j3j 418 9 to to TO cord-328181-b2o05j3j 418 10 be be VB cord-328181-b2o05j3j 418 11 that that IN cord-328181-b2o05j3j 418 12 , , , cord-328181-b2o05j3j 418 13 for for IN cord-328181-b2o05j3j 418 14 the the DT cord-328181-b2o05j3j 418 15 case case NN cord-328181-b2o05j3j 418 16 modeled model VBN cord-328181-b2o05j3j 418 17 here here RB cord-328181-b2o05j3j 418 18 , , , cord-328181-b2o05j3j 418 19 the the DT cord-328181-b2o05j3j 418 20 social social JJ cord-328181-b2o05j3j 418 21 and and CC cord-328181-b2o05j3j 418 22 economic economic JJ cord-328181-b2o05j3j 418 23 cost cost NN cord-328181-b2o05j3j 418 24 of of IN cord-328181-b2o05j3j 418 25 the the DT cord-328181-b2o05j3j 418 26 lockdown lockdown NN cord-328181-b2o05j3j 418 27 is be VBZ cord-328181-b2o05j3j 418 28 higher high JJR cord-328181-b2o05j3j 418 29 due due IN cord-328181-b2o05j3j 418 30 to to IN cord-328181-b2o05j3j 418 31 the the DT cord-328181-b2o05j3j 418 32 situation situation NN cord-328181-b2o05j3j 418 33 being be VBG cord-328181-b2o05j3j 418 34 under under IN cord-328181-b2o05j3j 418 35 control control NN cord-328181-b2o05j3j 418 36 ; ; : cord-328181-b2o05j3j 418 37 however however RB cord-328181-b2o05j3j 418 38 , , , cord-328181-b2o05j3j 418 39 the the DT cord-328181-b2o05j3j 418 40 material material NN cord-328181-b2o05j3j 418 41 gains gain NNS cord-328181-b2o05j3j 418 42 computed compute VBN cord-328181-b2o05j3j 418 43 by by IN cord-328181-b2o05j3j 418 44 the the DT cord-328181-b2o05j3j 418 45 model model NN cord-328181-b2o05j3j 418 46 between between IN cord-328181-b2o05j3j 418 47 are be VBP cord-328181-b2o05j3j 418 48 rather rather RB cord-328181-b2o05j3j 418 49 small small JJ cord-328181-b2o05j3j 418 50 , , , cord-328181-b2o05j3j 418 51 and and CC cord-328181-b2o05j3j 418 52 preserving preserve VBG cord-328181-b2o05j3j 418 53 public public JJ cord-328181-b2o05j3j 418 54 health health NN cord-328181-b2o05j3j 418 55 over over IN cord-328181-b2o05j3j 418 56 economics economic NNS cord-328181-b2o05j3j 418 57 is be VBZ cord-328181-b2o05j3j 418 58 a a DT cord-328181-b2o05j3j 418 59 better well JJR cord-328181-b2o05j3j 418 60 - - HYPH cord-328181-b2o05j3j 418 61 long long JJ cord-328181-b2o05j3j 418 62 term term NN cord-328181-b2o05j3j 418 63 strategy strategy NN cord-328181-b2o05j3j 418 64 . . . cord-328181-b2o05j3j 419 1 Despite despite IN cord-328181-b2o05j3j 419 2 this this DT cord-328181-b2o05j3j 419 3 , , , cord-328181-b2o05j3j 419 4 strong strong JJ cord-328181-b2o05j3j 419 5 massive massive JJ cord-328181-b2o05j3j 419 6 testing testing NN cord-328181-b2o05j3j 419 7 still still RB cord-328181-b2o05j3j 419 8 provides provide VBZ cord-328181-b2o05j3j 419 9 a a DT cord-328181-b2o05j3j 419 10 next next JJ cord-328181-b2o05j3j 419 11 best good JJS cord-328181-b2o05j3j 419 12 solution solution NN cord-328181-b2o05j3j 419 13 from from IN cord-328181-b2o05j3j 419 14 the the DT cord-328181-b2o05j3j 419 15 point point NN cord-328181-b2o05j3j 419 16 of of IN cord-328181-b2o05j3j 419 17 view view NN cord-328181-b2o05j3j 419 18 of of IN cord-328181-b2o05j3j 419 19 economics economic NNS cord-328181-b2o05j3j 419 20 , , , cord-328181-b2o05j3j 419 21 and and CC cord-328181-b2o05j3j 419 22 the the DT cord-328181-b2o05j3j 419 23 best good JJS cord-328181-b2o05j3j 419 24 strategy strategy NN cord-328181-b2o05j3j 419 25 from from IN cord-328181-b2o05j3j 419 26 the the DT cord-328181-b2o05j3j 419 27 public public JJ cord-328181-b2o05j3j 419 28 health health NN cord-328181-b2o05j3j 419 29 perspective perspective NN cord-328181-b2o05j3j 419 30 ; ; : cord-328181-b2o05j3j 419 31 this this DT cord-328181-b2o05j3j 419 32 is be VBZ cord-328181-b2o05j3j 419 33 evidenced evidence VBN cord-328181-b2o05j3j 419 34 by by IN cord-328181-b2o05j3j 419 35 the the DT cord-328181-b2o05j3j 419 36 diverging diverge VBG cord-328181-b2o05j3j 419 37 curves curve NNS cord-328181-b2o05j3j 419 38 in in IN cord-328181-b2o05j3j 419 39 Fig Fig NNP cord-328181-b2o05j3j 419 40 . . . cord-328181-b2o05j3j 419 41 8(b 8(b CD cord-328181-b2o05j3j 419 42 ) ) -RRB- cord-328181-b2o05j3j 419 43 . . . cord-328181-b2o05j3j 420 1 We -PRON- PRP cord-328181-b2o05j3j 420 2 speculate speculate VBP cord-328181-b2o05j3j 420 3 , , , cord-328181-b2o05j3j 420 4 based base VBN cord-328181-b2o05j3j 420 5 on on IN cord-328181-b2o05j3j 420 6 our -PRON- PRP$ cord-328181-b2o05j3j 420 7 current current JJ cord-328181-b2o05j3j 420 8 simulation simulation NN cord-328181-b2o05j3j 420 9 outcomes outcome NNS cord-328181-b2o05j3j 420 10 , , , cord-328181-b2o05j3j 420 11 that that IN cord-328181-b2o05j3j 420 12 the the DT cord-328181-b2o05j3j 420 13 ordering ordering NN cord-328181-b2o05j3j 420 14 in in IN cord-328181-b2o05j3j 420 15 the the DT cord-328181-b2o05j3j 420 16 economic economic JJ cord-328181-b2o05j3j 420 17 cost cost NN cord-328181-b2o05j3j 420 18 profile profile NN cord-328181-b2o05j3j 420 19 of of IN cord-328181-b2o05j3j 420 20 a a DT cord-328181-b2o05j3j 420 21 pandemic pandemic NN cord-328181-b2o05j3j 420 22 during during IN cord-328181-b2o05j3j 420 23 its -PRON- PRP$ cord-328181-b2o05j3j 420 24 exponential exponential JJ cord-328181-b2o05j3j 420 25 phase phase NN cord-328181-b2o05j3j 420 26 should should MD cord-328181-b2o05j3j 420 27 be be VB cord-328181-b2o05j3j 420 28 similar similar JJ cord-328181-b2o05j3j 420 29 to to IN cord-328181-b2o05j3j 420 30 that that DT cord-328181-b2o05j3j 420 31 of of IN cord-328181-b2o05j3j 420 32 Fig Fig NNP cord-328181-b2o05j3j 420 33 . . . cord-328181-b2o05j3j 420 34 8(a 8(a LS cord-328181-b2o05j3j 420 35 ) ) -RRB- cord-328181-b2o05j3j 420 36 , , , cord-328181-b2o05j3j 420 37 but but CC cord-328181-b2o05j3j 420 38 with with IN cord-328181-b2o05j3j 420 39 the the DT cord-328181-b2o05j3j 420 40 divergence divergence NN cord-328181-b2o05j3j 420 41 observed observe VBN cord-328181-b2o05j3j 420 42 in in IN cord-328181-b2o05j3j 420 43 ( ( -LRB- cord-328181-b2o05j3j 420 44 b b NN cord-328181-b2o05j3j 420 45 ) ) -RRB- cord-328181-b2o05j3j 420 46 . . . cord-328181-b2o05j3j 420 47 _SP cord-328181-b2o05j3j 421 1 We -PRON- PRP cord-328181-b2o05j3j 421 2 reported report VBD cord-328181-b2o05j3j 421 3 here here RB cord-328181-b2o05j3j 421 4 the the DT cord-328181-b2o05j3j 421 5 construction construction NN cord-328181-b2o05j3j 421 6 of of IN cord-328181-b2o05j3j 421 7 an an DT cord-328181-b2o05j3j 421 8 agent agent NN cord-328181-b2o05j3j 421 9 - - HYPH cord-328181-b2o05j3j 421 10 based base VBN cord-328181-b2o05j3j 421 11 workbench workbench NN cord-328181-b2o05j3j 421 12 using use VBG cord-328181-b2o05j3j 421 13 the the DT cord-328181-b2o05j3j 421 14 Mesa Mesa NNP cord-328181-b2o05j3j 421 15 modeling modeling NN cord-328181-b2o05j3j 421 16 framework framework NN cord-328181-b2o05j3j 421 17 capable capable JJ cord-328181-b2o05j3j 421 18 of of IN cord-328181-b2o05j3j 421 19 capturing capture VBG cord-328181-b2o05j3j 421 20 epidemic epidemic NN cord-328181-b2o05j3j 421 21 processes process NNS cord-328181-b2o05j3j 421 22 alongside alongside IN cord-328181-b2o05j3j 421 23 public public JJ cord-328181-b2o05j3j 421 24 policy policy NN cord-328181-b2o05j3j 421 25 measures measure NNS cord-328181-b2o05j3j 421 26 . . . cord-328181-b2o05j3j 422 1 The the DT cord-328181-b2o05j3j 422 2 model model NN cord-328181-b2o05j3j 422 3 is be VBZ cord-328181-b2o05j3j 422 4 fully fully RB cord-328181-b2o05j3j 422 5 stochastic stochastic JJ cord-328181-b2o05j3j 422 6 , , , cord-328181-b2o05j3j 422 7 entailing entail VBG cord-328181-b2o05j3j 422 8 the the DT cord-328181-b2o05j3j 422 9 computation computation NN cord-328181-b2o05j3j 422 10 of of IN cord-328181-b2o05j3j 422 11 observables observable NNS cord-328181-b2o05j3j 422 12 of of IN cord-328181-b2o05j3j 422 13 different different JJ cord-328181-b2o05j3j 422 14 kinds kind NNS cord-328181-b2o05j3j 422 15 . . . cord-328181-b2o05j3j 423 1 While while IN cord-328181-b2o05j3j 423 2 computationally computationally RB cord-328181-b2o05j3j 423 3 expensive expensive JJ cord-328181-b2o05j3j 423 4 , , , cord-328181-b2o05j3j 423 5 its -PRON- PRP$ cord-328181-b2o05j3j 423 6 formulation formulation NN cord-328181-b2o05j3j 423 7 allows allow VBZ cord-328181-b2o05j3j 423 8 to to TO cord-328181-b2o05j3j 423 9 easily easily RB cord-328181-b2o05j3j 423 10 obtain obtain VB cord-328181-b2o05j3j 423 11 quantities quantity NNS cord-328181-b2o05j3j 423 12 that that WDT cord-328181-b2o05j3j 423 13 appear appear VBP cord-328181-b2o05j3j 423 14 to to TO cord-328181-b2o05j3j 423 15 be be VB cord-328181-b2o05j3j 423 16 useful useful JJ cord-328181-b2o05j3j 423 17 in in IN cord-328181-b2o05j3j 423 18 the the DT cord-328181-b2o05j3j 423 19 process process NN cord-328181-b2o05j3j 423 20 of of IN cord-328181-b2o05j3j 423 21 combating combat VBG cord-328181-b2o05j3j 423 22 an an DT cord-328181-b2o05j3j 423 23 epidemic epidemic NN cord-328181-b2o05j3j 423 24 . . . cord-328181-b2o05j3j 424 1 We -PRON- PRP cord-328181-b2o05j3j 424 2 applied apply VBD cord-328181-b2o05j3j 424 3 our -PRON- PRP$ cord-328181-b2o05j3j 424 4 workbench workbench NN cord-328181-b2o05j3j 424 5 to to IN cord-328181-b2o05j3j 424 6 understanding understand VBG cord-328181-b2o05j3j 424 7 the the DT cord-328181-b2o05j3j 424 8 possible possible JJ cord-328181-b2o05j3j 424 9 epidemiological epidemiological JJ cord-328181-b2o05j3j 424 10 profile profile NN cord-328181-b2o05j3j 424 11 of of IN cord-328181-b2o05j3j 424 12 two two CD cord-328181-b2o05j3j 424 13 cities city NNS cord-328181-b2o05j3j 424 14 , , , cord-328181-b2o05j3j 424 15 Urbana Urbana NNP cord-328181-b2o05j3j 424 16 and and CC cord-328181-b2o05j3j 424 17 Champaign Champaign NNP cord-328181-b2o05j3j 424 18 , , , cord-328181-b2o05j3j 424 19 in in IN cord-328181-b2o05j3j 424 20 the the DT cord-328181-b2o05j3j 424 21 context context NN cord-328181-b2o05j3j 424 22 23 23 CD cord-328181-b2o05j3j 424 23 . . . cord-328181-b2o05j3j 425 1 CC CC NNP cord-328181-b2o05j3j 425 2 - - HYPH cord-328181-b2o05j3j 425 3 BY BY NNP cord-328181-b2o05j3j 425 4 - - HYPH cord-328181-b2o05j3j 425 5 ND ND NNP cord-328181-b2o05j3j 425 6 4.0 4.0 CD cord-328181-b2o05j3j 425 7 International international JJ cord-328181-b2o05j3j 425 8 license license NN cord-328181-b2o05j3j 426 1 It -PRON- PRP cord-328181-b2o05j3j 426 2 is be VBZ cord-328181-b2o05j3j 426 3 made make VBN cord-328181-b2o05j3j 426 4 available available JJ cord-328181-b2o05j3j 426 5 under under IN cord-328181-b2o05j3j 426 6 a a DT cord-328181-b2o05j3j 427 1 is be VBZ cord-328181-b2o05j3j 427 2 the the DT cord-328181-b2o05j3j 427 3 author author NN cord-328181-b2o05j3j 427 4 / / SYM cord-328181-b2o05j3j 427 5 funder funder NN cord-328181-b2o05j3j 427 6 , , , cord-328181-b2o05j3j 427 7 who who WP cord-328181-b2o05j3j 427 8 has have VBZ cord-328181-b2o05j3j 427 9 granted grant VBN cord-328181-b2o05j3j 427 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 427 11 a a DT cord-328181-b2o05j3j 427 12 license license NN cord-328181-b2o05j3j 427 13 to to TO cord-328181-b2o05j3j 427 14 display display VB cord-328181-b2o05j3j 427 15 the the DT cord-328181-b2o05j3j 427 16 preprint preprint NN cord-328181-b2o05j3j 427 17 in in IN cord-328181-b2o05j3j 427 18 perpetuity perpetuity NN cord-328181-b2o05j3j 427 19 . . . cord-328181-b2o05j3j 428 1 ( ( -LRB- cord-328181-b2o05j3j 428 2 which which WDT cord-328181-b2o05j3j 428 3 was be VBD cord-328181-b2o05j3j 428 4 not not RB cord-328181-b2o05j3j 428 5 certified certify VBN cord-328181-b2o05j3j 428 6 by by IN cord-328181-b2o05j3j 428 7 peer peer NN cord-328181-b2o05j3j 428 8 review review NN cord-328181-b2o05j3j 428 9 ) ) -RRB- cord-328181-b2o05j3j 429 1 The the DT cord-328181-b2o05j3j 429 2 copyright copyright NN cord-328181-b2o05j3j 429 3 holder holder NN cord-328181-b2o05j3j 429 4 for for IN cord-328181-b2o05j3j 429 5 this this DT cord-328181-b2o05j3j 429 6 preprint preprint NN cord-328181-b2o05j3j 429 7 this this DT cord-328181-b2o05j3j 429 8 version version NN cord-328181-b2o05j3j 429 9 posted post VBN cord-328181-b2o05j3j 429 10 July July NNP cord-328181-b2o05j3j 429 11 25 25 CD cord-328181-b2o05j3j 429 12 , , , cord-328181-b2o05j3j 429 13 2020 2020 CD cord-328181-b2o05j3j 429 14 . . . cord-328181-b2o05j3j 429 15 . . . cord-328181-b2o05j3j 430 1 of of IN cord-328181-b2o05j3j 430 2 the the DT cord-328181-b2o05j3j 430 3 reopening reopening NN cord-328181-b2o05j3j 430 4 of of IN cord-328181-b2o05j3j 430 5 the the DT cord-328181-b2o05j3j 430 6 University University NNP cord-328181-b2o05j3j 430 7 of of IN cord-328181-b2o05j3j 430 8 Illinois Illinois NNP cord-328181-b2o05j3j 430 9 local local JJ cord-328181-b2o05j3j 430 10 campus campus NN cord-328181-b2o05j3j 430 11 next next IN cord-328181-b2o05j3j 430 12 Fall fall NN cord-328181-b2o05j3j 430 13 . . . cord-328181-b2o05j3j 431 1 Our -PRON- PRP$ cord-328181-b2o05j3j 431 2 simulations simulation NNS cord-328181-b2o05j3j 431 3 indicate indicate VBP cord-328181-b2o05j3j 431 4 that that IN cord-328181-b2o05j3j 431 5 at at RB cord-328181-b2o05j3j 431 6 least least RBS cord-328181-b2o05j3j 431 7 50 50 CD cord-328181-b2o05j3j 431 8 % % NN cord-328181-b2o05j3j 431 9 testing testing NN cord-328181-b2o05j3j 431 10 of of IN cord-328181-b2o05j3j 431 11 the the DT cord-328181-b2o05j3j 431 12 local local JJ cord-328181-b2o05j3j 431 13 population population NN cord-328181-b2o05j3j 431 14 is be VBZ cord-328181-b2o05j3j 431 15 needed need VBN cord-328181-b2o05j3j 431 16 to to TO cord-328181-b2o05j3j 431 17 sustain sustain VB cord-328181-b2o05j3j 431 18 the the DT cord-328181-b2o05j3j 431 19 pressure pressure NN cord-328181-b2o05j3j 431 20 of of IN cord-328181-b2o05j3j 431 21 mass mass JJ cord-328181-b2o05j3j 431 22 ingress ingress NN cord-328181-b2o05j3j 431 23 of of IN cord-328181-b2o05j3j 431 24 individuals individual NNS cord-328181-b2o05j3j 431 25 with with IN cord-328181-b2o05j3j 431 26 a a DT cord-328181-b2o05j3j 431 27 higher high JJR cord-328181-b2o05j3j 431 28 viral viral JJ cord-328181-b2o05j3j 431 29 load load NN cord-328181-b2o05j3j 431 30 compared compare VBN cord-328181-b2o05j3j 431 31 to to IN cord-328181-b2o05j3j 431 32 the the DT cord-328181-b2o05j3j 431 33 local local JJ cord-328181-b2o05j3j 431 34 one one CD cord-328181-b2o05j3j 431 35 . . . cord-328181-b2o05j3j 432 1 More more RBR cord-328181-b2o05j3j 432 2 generally generally RB cord-328181-b2o05j3j 432 3 , , , cord-328181-b2o05j3j 432 4 contemporary contemporary JJ cord-328181-b2o05j3j 432 5 management management NN cord-328181-b2o05j3j 432 6 of of IN cord-328181-b2o05j3j 432 7 an an DT cord-328181-b2o05j3j 432 8 epidemic epidemic NN cord-328181-b2o05j3j 432 9 demands demand NNS cord-328181-b2o05j3j 432 10 changing change VBG cord-328181-b2o05j3j 432 11 the the DT cord-328181-b2o05j3j 432 12 mode mode NN cord-328181-b2o05j3j 432 13 of of IN cord-328181-b2o05j3j 432 14 interaction interaction NN cord-328181-b2o05j3j 432 15 across across IN cord-328181-b2o05j3j 432 16 as as RB cord-328181-b2o05j3j 432 17 much much JJ cord-328181-b2o05j3j 432 18 as as IN cord-328181-b2o05j3j 432 19 the the DT cord-328181-b2o05j3j 432 20 population population NN cord-328181-b2o05j3j 432 21 as as IN cord-328181-b2o05j3j 432 22 possible possible JJ cord-328181-b2o05j3j 432 23 from from IN cord-328181-b2o05j3j 432 24 those those DT cord-328181-b2o05j3j 432 25 requiring require VBG cord-328181-b2o05j3j 432 26 physical physical JJ cord-328181-b2o05j3j 432 27 proximity proximity NN cord-328181-b2o05j3j 432 28 to to IN cord-328181-b2o05j3j 432 29 those those DT cord-328181-b2o05j3j 432 30 that that WDT cord-328181-b2o05j3j 432 31 do do VBP cord-328181-b2o05j3j 432 32 not not RB cord-328181-b2o05j3j 432 33 . . . cord-328181-b2o05j3j 433 1 Although although IN cord-328181-b2o05j3j 433 2 digital digital JJ cord-328181-b2o05j3j 433 3 technologies technology NNS cord-328181-b2o05j3j 433 4 provide provide VBP cord-328181-b2o05j3j 433 5 mechanisms mechanism NNS cord-328181-b2o05j3j 433 6 to to TO cord-328181-b2o05j3j 433 7 preserve preserve VB cord-328181-b2o05j3j 433 8 safe safe JJ cord-328181-b2o05j3j 433 9 spatial spatial JJ cord-328181-b2o05j3j 433 10 distancing distancing NN cord-328181-b2o05j3j 433 11 , , , cord-328181-b2o05j3j 433 12 temporal temporal JJ cord-328181-b2o05j3j 433 13 distancing distancing NN cord-328181-b2o05j3j 433 14 can can MD cord-328181-b2o05j3j 433 15 also also RB cord-328181-b2o05j3j 433 16 be be VB cord-328181-b2o05j3j 433 17 intelligently intelligently RB cord-328181-b2o05j3j 433 18 used use VBN cord-328181-b2o05j3j 433 19 to to TO cord-328181-b2o05j3j 433 20 reduce reduce VB cord-328181-b2o05j3j 433 21 the the DT cord-328181-b2o05j3j 433 22 probability probability NN cord-328181-b2o05j3j 433 23 of of IN cord-328181-b2o05j3j 433 24 contagion contagion NN cord-328181-b2o05j3j 433 25 . . . cord-328181-b2o05j3j 434 1 In in IN cord-328181-b2o05j3j 434 2 terms term NNS cord-328181-b2o05j3j 434 3 of of IN cord-328181-b2o05j3j 434 4 economics economic NNS cord-328181-b2o05j3j 434 5 , , , cord-328181-b2o05j3j 434 6 public public JJ cord-328181-b2o05j3j 434 7 health health NN cord-328181-b2o05j3j 434 8 measures measure NNS cord-328181-b2o05j3j 434 9 must must MD cord-328181-b2o05j3j 434 10 be be VB cord-328181-b2o05j3j 434 11 privileged privilege VBN cord-328181-b2o05j3j 434 12 over over IN cord-328181-b2o05j3j 434 13 financial financial JJ cord-328181-b2o05j3j 434 14 concerns concern NNS cord-328181-b2o05j3j 434 15 , , , cord-328181-b2o05j3j 434 16 since since IN cord-328181-b2o05j3j 434 17 the the DT cord-328181-b2o05j3j 434 18 panorama panorama NN cord-328181-b2o05j3j 434 19 appears appear VBZ cord-328181-b2o05j3j 434 20 similarly similarly RB cord-328181-b2o05j3j 434 21 bleak bleak JJ cord-328181-b2o05j3j 434 22 during during IN cord-328181-b2o05j3j 434 23 the the DT cord-328181-b2o05j3j 434 24 early early JJ cord-328181-b2o05j3j 434 25 phases phase NNS cord-328181-b2o05j3j 434 26 of of IN cord-328181-b2o05j3j 434 27 an an DT cord-328181-b2o05j3j 434 28 epidemic epidemic NN cord-328181-b2o05j3j 434 29 , , , cord-328181-b2o05j3j 434 30 and and CC cord-328181-b2o05j3j 434 31 strict strict JJ cord-328181-b2o05j3j 434 32 measures measure NNS cord-328181-b2o05j3j 434 33 possibly possibly RB cord-328181-b2o05j3j 434 34 provide provide VB cord-328181-b2o05j3j 434 35 the the DT cord-328181-b2o05j3j 434 36 best good JJS cord-328181-b2o05j3j 434 37 solution solution NN cord-328181-b2o05j3j 434 38 during during IN cord-328181-b2o05j3j 434 39 the the DT cord-328181-b2o05j3j 434 40 exponential exponential JJ cord-328181-b2o05j3j 434 41 phase phase NN cord-328181-b2o05j3j 434 42 . . . cord-328181-b2o05j3j 435 1 Our -PRON- PRP$ cord-328181-b2o05j3j 435 2 model model NN cord-328181-b2o05j3j 435 3 contains contain VBZ cord-328181-b2o05j3j 435 4 the the DT cord-328181-b2o05j3j 435 5 following follow VBG cord-328181-b2o05j3j 435 6 key key JJ cord-328181-b2o05j3j 435 7 limitations limitation NNS cord-328181-b2o05j3j 435 8 . . . cord-328181-b2o05j3j 436 1 First first RB cord-328181-b2o05j3j 436 2 , , , cord-328181-b2o05j3j 436 3 only only RB cord-328181-b2o05j3j 436 4 one one CD cord-328181-b2o05j3j 436 5 measure measure NN cord-328181-b2o05j3j 436 6 per per IN cord-328181-b2o05j3j 436 7 type type NN cord-328181-b2o05j3j 436 8 can can MD cord-328181-b2o05j3j 436 9 be be VB cord-328181-b2o05j3j 436 10 specified specify VBN cord-328181-b2o05j3j 436 11 at at IN cord-328181-b2o05j3j 436 12 the the DT cord-328181-b2o05j3j 436 13 moment moment NN cord-328181-b2o05j3j 436 14 , , , cord-328181-b2o05j3j 436 15 instead instead RB cord-328181-b2o05j3j 436 16 of of IN cord-328181-b2o05j3j 436 17 a a DT cord-328181-b2o05j3j 436 18 sequence sequence NN cord-328181-b2o05j3j 436 19 of of IN cord-328181-b2o05j3j 436 20 dates date NNS cord-328181-b2o05j3j 436 21 paired pair VBN cord-328181-b2o05j3j 436 22 with with IN cord-328181-b2o05j3j 436 23 values value NNS cord-328181-b2o05j3j 436 24 corresponding correspond VBG cord-328181-b2o05j3j 436 25 to to IN cord-328181-b2o05j3j 436 26 the the DT cord-328181-b2o05j3j 436 27 measured measure VBN cord-328181-b2o05j3j 436 28 ( ( -LRB- cord-328181-b2o05j3j 436 29 or or CC cord-328181-b2o05j3j 436 30 expected expect VBN cord-328181-b2o05j3j 436 31 ) ) -RRB- cord-328181-b2o05j3j 436 32 effect effect NN cord-328181-b2o05j3j 436 33 of of IN cord-328181-b2o05j3j 436 34 measures measure NNS cord-328181-b2o05j3j 436 35 of of IN cord-328181-b2o05j3j 436 36 the the DT cord-328181-b2o05j3j 436 37 same same JJ cord-328181-b2o05j3j 436 38 type type NN cord-328181-b2o05j3j 436 39 . . . cord-328181-b2o05j3j 437 1 In in IN cord-328181-b2o05j3j 437 2 the the DT cord-328181-b2o05j3j 437 3 example example NN cord-328181-b2o05j3j 437 4 above above RB cord-328181-b2o05j3j 437 5 , , , cord-328181-b2o05j3j 437 6 we -PRON- PRP cord-328181-b2o05j3j 437 7 used use VBD cord-328181-b2o05j3j 437 8 an an DT cord-328181-b2o05j3j 437 9 approximation approximation NN cord-328181-b2o05j3j 437 10 of of IN cord-328181-b2o05j3j 437 11 shelter shelter NN cord-328181-b2o05j3j 437 12 - - HYPH cord-328181-b2o05j3j 437 13 in in IN cord-328181-b2o05j3j 437 14 - - HYPH cord-328181-b2o05j3j 437 15 place place NN cord-328181-b2o05j3j 437 16 for for IN cord-328181-b2o05j3j 437 17 the the DT cord-328181-b2o05j3j 437 18 entire entire JJ cord-328181-b2o05j3j 437 19 simulation simulation NN cord-328181-b2o05j3j 437 20 period period NN cord-328181-b2o05j3j 437 21 ( ( -LRB- cord-328181-b2o05j3j 437 22 April April NNP cord-328181-b2o05j3j 437 23 21-September 21-september CD cord-328181-b2o05j3j 437 24 12 12 CD cord-328181-b2o05j3j 437 25 ) ) -RRB- cord-328181-b2o05j3j 437 26 , , , cord-328181-b2o05j3j 437 27 even even RB cord-328181-b2o05j3j 437 28 when when WRB cord-328181-b2o05j3j 437 29 the the DT cord-328181-b2o05j3j 437 30 State State NNP cord-328181-b2o05j3j 437 31 of of IN cord-328181-b2o05j3j 437 32 Illinois Illinois NNP cord-328181-b2o05j3j 437 33 ordered order VBD cord-328181-b2o05j3j 437 34 phase phase NN cord-328181-b2o05j3j 437 35 4 4 CD cord-328181-b2o05j3j 437 36 re re NNS cord-328181-b2o05j3j 437 37 - - NNS cord-328181-b2o05j3j 437 38 openings opening NNS cord-328181-b2o05j3j 437 39 on on IN cord-328181-b2o05j3j 437 40 June June NNP cord-328181-b2o05j3j 437 41 26 26 CD cord-328181-b2o05j3j 437 42 . . . cord-328181-b2o05j3j 438 1 Another another DT cord-328181-b2o05j3j 438 2 critical critical JJ cord-328181-b2o05j3j 438 3 element element NN cord-328181-b2o05j3j 438 4 missing miss VBG cord-328181-b2o05j3j 438 5 in in IN cord-328181-b2o05j3j 438 6 our -PRON- PRP$ cord-328181-b2o05j3j 438 7 model model NN cord-328181-b2o05j3j 438 8 corresponds correspond VBZ cord-328181-b2o05j3j 438 9 to to IN cord-328181-b2o05j3j 438 10 preferential preferential JJ cord-328181-b2o05j3j 438 11 shelter shelter NN cord-328181-b2o05j3j 438 12 - - HYPH cord-328181-b2o05j3j 438 13 in in IN cord-328181-b2o05j3j 438 14 - - HYPH cord-328181-b2o05j3j 438 15 place place NN cord-328181-b2o05j3j 438 16 per per IN cord-328181-b2o05j3j 438 17 age age NN cord-328181-b2o05j3j 438 18 group group NN cord-328181-b2o05j3j 438 19 . . . cord-328181-b2o05j3j 439 1 Even even RB cord-328181-b2o05j3j 439 2 when when WRB cord-328181-b2o05j3j 439 3 mortality mortality NN cord-328181-b2o05j3j 439 4 appears appear VBZ cord-328181-b2o05j3j 439 5 to to IN cord-328181-b2o05j3j 439 6 more more RBR cord-328181-b2o05j3j 439 7 strongly strongly RB cord-328181-b2o05j3j 439 8 impact impact VB cord-328181-b2o05j3j 439 9 the the DT cord-328181-b2o05j3j 439 10 elderly elderly JJ cord-328181-b2o05j3j 439 11 , , , cord-328181-b2o05j3j 439 12 local local JJ cord-328181-b2o05j3j 439 13 mortality mortality NN cord-328181-b2o05j3j 439 14 is be VBZ cord-328181-b2o05j3j 439 15 low low JJ cord-328181-b2o05j3j 439 16 . . . cord-328181-b2o05j3j 440 1 This this DT cord-328181-b2o05j3j 440 2 may may MD cord-328181-b2o05j3j 440 3 be be VB cord-328181-b2o05j3j 440 4 due due JJ cord-328181-b2o05j3j 440 5 to to IN cord-328181-b2o05j3j 440 6 higher high JJR cord-328181-b2o05j3j 440 7 compliance compliance NN cord-328181-b2o05j3j 440 8 of of IN cord-328181-b2o05j3j 440 9 that that DT cord-328181-b2o05j3j 440 10 population population NN cord-328181-b2o05j3j 440 11 with with IN cord-328181-b2o05j3j 440 12 shelter shelter NN cord-328181-b2o05j3j 440 13 - - HYPH cord-328181-b2o05j3j 440 14 athome athome NN cord-328181-b2o05j3j 440 15 and and CC cord-328181-b2o05j3j 440 16 other other JJ cord-328181-b2o05j3j 440 17 sanitary sanitary JJ cord-328181-b2o05j3j 440 18 measures measure NNS cord-328181-b2o05j3j 440 19 , , , cord-328181-b2o05j3j 440 20 including include VBG cord-328181-b2o05j3j 440 21 wearing wear VBG cord-328181-b2o05j3j 440 22 masks mask NNS cord-328181-b2o05j3j 440 23 in in IN cord-328181-b2o05j3j 440 24 public public NN cord-328181-b2o05j3j 440 25 . . . cord-328181-b2o05j3j 441 1 Variable variable JJ cord-328181-b2o05j3j 441 2 viral viral JJ cord-328181-b2o05j3j 441 3 loads load NNS cord-328181-b2o05j3j 441 4 per per IN cord-328181-b2o05j3j 441 5 disease disease NN cord-328181-b2o05j3j 441 6 stage stage NN cord-328181-b2o05j3j 441 7 [ [ -LRB- cord-328181-b2o05j3j 441 8 54 54 CD cord-328181-b2o05j3j 441 9 ] ] -RRB- cord-328181-b2o05j3j 441 10 are be VBP cord-328181-b2o05j3j 441 11 missing miss VBG cord-328181-b2o05j3j 441 12 in in IN cord-328181-b2o05j3j 441 13 our -PRON- PRP$ cord-328181-b2o05j3j 441 14 model model NN cord-328181-b2o05j3j 441 15 , , , cord-328181-b2o05j3j 441 16 but but CC cord-328181-b2o05j3j 441 17 these these DT cord-328181-b2o05j3j 441 18 are be VBP cord-328181-b2o05j3j 441 19 harder hard JJR cord-328181-b2o05j3j 441 20 to to TO cord-328181-b2o05j3j 441 21 calibrate calibrate VB cord-328181-b2o05j3j 441 22 due due IN cord-328181-b2o05j3j 441 23 to to IN cord-328181-b2o05j3j 441 24 the the DT cord-328181-b2o05j3j 441 25 biosafety biosafety NN cord-328181-b2o05j3j 441 26 and and CC cord-328181-b2o05j3j 441 27 time time NN cord-328181-b2o05j3j 441 28 elements element NNS cord-328181-b2o05j3j 441 29 involved involve VBN cord-328181-b2o05j3j 441 30 in in IN cord-328181-b2o05j3j 441 31 quantitative quantitative JJ cord-328181-b2o05j3j 441 32 PCR PCR NNP cord-328181-b2o05j3j 441 33 - - HYPH cord-328181-b2o05j3j 441 34 RT RT NNP cord-328181-b2o05j3j 441 35 . . . cord-328181-b2o05j3j 442 1 Nevertheless nevertheless RB cord-328181-b2o05j3j 442 2 , , , cord-328181-b2o05j3j 442 3 we -PRON- PRP cord-328181-b2o05j3j 442 4 do do VBP cord-328181-b2o05j3j 442 5 foresee foresee VB cord-328181-b2o05j3j 442 6 situations situation NNS cord-328181-b2o05j3j 442 7 where where WRB cord-328181-b2o05j3j 442 8 this this DT cord-328181-b2o05j3j 442 9 may may MD cord-328181-b2o05j3j 442 10 be be VB cord-328181-b2o05j3j 442 11 possible possible JJ cord-328181-b2o05j3j 442 12 and and CC cord-328181-b2o05j3j 442 13 pertinent pertinent JJ cord-328181-b2o05j3j 442 14 . . . cord-328181-b2o05j3j 443 1 Finally finally RB cord-328181-b2o05j3j 443 2 , , , cord-328181-b2o05j3j 443 3 our -PRON- PRP$ cord-328181-b2o05j3j 443 4 model model NN cord-328181-b2o05j3j 443 5 assumes assume VBZ cord-328181-b2o05j3j 443 6 agents agent NNS cord-328181-b2o05j3j 443 7 have have VBP cord-328181-b2o05j3j 443 8 an an DT cord-328181-b2o05j3j 443 9 effectively effectively RB cord-328181-b2o05j3j 443 10 infinite infinite JJ cord-328181-b2o05j3j 443 11 memory memory NN cord-328181-b2o05j3j 443 12 to to TO cord-328181-b2o05j3j 443 13 remember remember VB cord-328181-b2o05j3j 443 14 whom whom WP cord-328181-b2o05j3j 443 15 they -PRON- PRP cord-328181-b2o05j3j 443 16 have have VBP cord-328181-b2o05j3j 443 17 had have VBN cord-328181-b2o05j3j 443 18 contact contact NN cord-328181-b2o05j3j 443 19 with with IN cord-328181-b2o05j3j 443 20 . . . cord-328181-b2o05j3j 444 1 Contact contact NN cord-328181-b2o05j3j 444 2 tracing tracing NN cord-328181-b2o05j3j 444 3 has have VBZ cord-328181-b2o05j3j 444 4 a a DT cord-328181-b2o05j3j 444 5 stringent stringent JJ cord-328181-b2o05j3j 444 6 limit limit NN cord-328181-b2o05j3j 444 7 when when WRB cord-328181-b2o05j3j 444 8 performed perform VBN cord-328181-b2o05j3j 444 9 manually manually RB cord-328181-b2o05j3j 444 10 , , , cord-328181-b2o05j3j 444 11 which which WDT cord-328181-b2o05j3j 444 12 can can MD cord-328181-b2o05j3j 444 13 be be VB cord-328181-b2o05j3j 444 14 expanded expand VBN cord-328181-b2o05j3j 444 15 greatly greatly RB cord-328181-b2o05j3j 444 16 by by IN cord-328181-b2o05j3j 444 17 means mean NNS cord-328181-b2o05j3j 444 18 of of IN cord-328181-b2o05j3j 444 19 various various JJ cord-328181-b2o05j3j 444 20 information information NN cord-328181-b2o05j3j 444 21 technologies technology NNS cord-328181-b2o05j3j 444 22 . . . cord-328181-b2o05j3j 445 1 Hence hence RB cord-328181-b2o05j3j 445 2 , , , cord-328181-b2o05j3j 445 3 our -PRON- PRP$ cord-328181-b2o05j3j 445 4 model model NN cord-328181-b2o05j3j 445 5 is be VBZ cord-328181-b2o05j3j 445 6 not not RB cord-328181-b2o05j3j 445 7 realistic realistic JJ cord-328181-b2o05j3j 445 8 in in IN cord-328181-b2o05j3j 445 9 this this DT cord-328181-b2o05j3j 445 10 sense sense NN cord-328181-b2o05j3j 445 11 , , , cord-328181-b2o05j3j 445 12 since since IN cord-328181-b2o05j3j 445 13 it -PRON- PRP cord-328181-b2o05j3j 445 14 does do VBZ cord-328181-b2o05j3j 445 15 not not RB cord-328181-b2o05j3j 445 16 distinguish distinguish VB cord-328181-b2o05j3j 445 17 between between IN cord-328181-b2o05j3j 445 18 these these DT cord-328181-b2o05j3j 445 19 two two CD cord-328181-b2o05j3j 445 20 cases case NNS cord-328181-b2o05j3j 445 21 : : : cord-328181-b2o05j3j 445 22 when when WRB cord-328181-b2o05j3j 445 23 an an DT cord-328181-b2o05j3j 445 24 epidemic epidemic NN cord-328181-b2o05j3j 445 25 has have VBZ cord-328181-b2o05j3j 445 26 reached reach VBN cord-328181-b2o05j3j 445 27 certain certain JJ cord-328181-b2o05j3j 445 28 critical critical JJ cord-328181-b2o05j3j 445 29 mass mass NN cord-328181-b2o05j3j 445 30 , , , cord-328181-b2o05j3j 445 31 active active JJ cord-328181-b2o05j3j 445 32 cases case NNS cord-328181-b2o05j3j 445 33 will will MD cord-328181-b2o05j3j 445 34 be be VB cord-328181-b2o05j3j 445 35 underestimated underestimate VBN cord-328181-b2o05j3j 445 36 . . . cord-328181-b2o05j3j 446 1 Computationally computationally RB cord-328181-b2o05j3j 446 2 , , , cord-328181-b2o05j3j 446 3 the the DT cord-328181-b2o05j3j 446 4 Epidemiology Epidemiology NNP cord-328181-b2o05j3j 446 5 Workbench Workbench NNP cord-328181-b2o05j3j 446 6 is be VBZ cord-328181-b2o05j3j 446 7 limited limit VBN cord-328181-b2o05j3j 446 8 by by IN cord-328181-b2o05j3j 446 9 the the DT cord-328181-b2o05j3j 446 10 lack lack NN cord-328181-b2o05j3j 446 11 of of IN cord-328181-b2o05j3j 446 12 true true JJ cord-328181-b2o05j3j 446 13 concurrency concurrency NN cord-328181-b2o05j3j 446 14 in in IN cord-328181-b2o05j3j 446 15 Mesa Mesa NNP cord-328181-b2o05j3j 446 16 , , , cord-328181-b2o05j3j 446 17 thereby thereby RB cord-328181-b2o05j3j 446 18 impacting impact VBG cord-328181-b2o05j3j 446 19 scaling scale VBG cord-328181-b2o05j3j 446 20 properties property NNS cord-328181-b2o05j3j 446 21 of of IN cord-328181-b2o05j3j 446 22 our -PRON- PRP$ cord-328181-b2o05j3j 446 23 simulation simulation NN cord-328181-b2o05j3j 446 24 . . . cord-328181-b2o05j3j 447 1 Distributing distribute VBG cord-328181-b2o05j3j 447 2 the the DT cord-328181-b2o05j3j 447 3 agents agent NNS cord-328181-b2o05j3j 447 4 across across IN cord-328181-b2o05j3j 447 5 multiple multiple JJ cord-328181-b2o05j3j 447 6 compute compute JJ cord-328181-b2o05j3j 447 7 nodes node NNS cord-328181-b2o05j3j 447 8 in in IN cord-328181-b2o05j3j 447 9 Python Python NNP cord-328181-b2o05j3j 447 10 requires require VBZ cord-328181-b2o05j3j 447 11 architectural architectural JJ cord-328181-b2o05j3j 447 12 changes change NNS cord-328181-b2o05j3j 447 13 in in IN cord-328181-b2o05j3j 447 14 Mesa Mesa NNP cord-328181-b2o05j3j 447 15 beyond beyond IN cord-328181-b2o05j3j 447 16 the the DT cord-328181-b2o05j3j 447 17 scope scope NN cord-328181-b2o05j3j 447 18 of of IN cord-328181-b2o05j3j 447 19 our -PRON- PRP$ cord-328181-b2o05j3j 447 20 work work NN cord-328181-b2o05j3j 447 21 . . . cord-328181-b2o05j3j 448 1 At at IN cord-328181-b2o05j3j 448 2 present present JJ cord-328181-b2o05j3j 448 3 , , , cord-328181-b2o05j3j 448 4 efforts effort NNS cord-328181-b2o05j3j 448 5 are be VBP cord-328181-b2o05j3j 448 6 under under IN cord-328181-b2o05j3j 448 7 way way NN cord-328181-b2o05j3j 448 8 to to TO cord-328181-b2o05j3j 448 9 develop develop VB cord-328181-b2o05j3j 448 10 an an DT cord-328181-b2o05j3j 448 11 Elixir elixir NN cord-328181-b2o05j3j 448 12 - - HYPH cord-328181-b2o05j3j 448 13 based base VBN cord-328181-b2o05j3j 448 14 ABM ABM NNP cord-328181-b2o05j3j 448 15 platform platform NN cord-328181-b2o05j3j 448 16 capable capable JJ cord-328181-b2o05j3j 448 17 of of IN cord-328181-b2o05j3j 448 18 addressing address VBG cord-328181-b2o05j3j 448 19 this this DT cord-328181-b2o05j3j 448 20 limitation limitation NN cord-328181-b2o05j3j 448 21 as as IN cord-328181-b2o05j3j 448 22 part part NN cord-328181-b2o05j3j 448 23 of of IN cord-328181-b2o05j3j 448 24 the the DT cord-328181-b2o05j3j 448 25 SPEC spec NN cord-328181-b2o05j3j 448 26 collaboration collaboration NN cord-328181-b2o05j3j 448 27 in in IN cord-328181-b2o05j3j 448 28 the the DT cord-328181-b2o05j3j 448 29 Computational Computational NNP cord-328181-b2o05j3j 448 30 Social Social NNP cord-328181-b2o05j3j 448 31 Science Science NNP cord-328181-b2o05j3j 448 32 community community NN cord-328181-b2o05j3j 448 33 . . . cord-328181-b2o05j3j 449 1 Another another DT cord-328181-b2o05j3j 449 2 critical critical JJ cord-328181-b2o05j3j 449 3 bottleneck bottleneck NN cord-328181-b2o05j3j 449 4 is be VBZ cord-328181-b2o05j3j 449 5 random random JJ cord-328181-b2o05j3j 449 6 number number NN cord-328181-b2o05j3j 449 7 generation generation NN cord-328181-b2o05j3j 449 8 , , , cord-328181-b2o05j3j 449 9 for for IN cord-328181-b2o05j3j 449 10 which which WDT cord-328181-b2o05j3j 449 11 various various JJ cord-328181-b2o05j3j 449 12 strategies strategy NNS cord-328181-b2o05j3j 449 13 may may MD cord-328181-b2o05j3j 449 14 be be VB cord-328181-b2o05j3j 449 15 applied apply VBN cord-328181-b2o05j3j 449 16 , , , cord-328181-b2o05j3j 449 17 including include VBG cord-328181-b2o05j3j 449 18 the the DT cord-328181-b2o05j3j 449 19 use use NN cord-328181-b2o05j3j 449 20 of of IN cord-328181-b2o05j3j 449 21 ( ( -LRB- cord-328181-b2o05j3j 449 22 approximately approximately RB cord-328181-b2o05j3j 449 23 ) ) -RRB- cord-328181-b2o05j3j 449 24 irrational irrational JJ cord-328181-b2o05j3j 449 25 numbers number NNS cord-328181-b2o05j3j 449 26 as as IN cord-328181-b2o05j3j 449 27 coefficients coefficient NNS cord-328181-b2o05j3j 449 28 of of IN cord-328181-b2o05j3j 449 29 Fourier Fourier NNP cord-328181-b2o05j3j 449 30 series series NN cord-328181-b2o05j3j 449 31 . . . cord-328181-b2o05j3j 450 1 A a DT cord-328181-b2o05j3j 450 2 final final JJ cord-328181-b2o05j3j 450 3 aspect aspect NN cord-328181-b2o05j3j 450 4 underscored underscore VBN cord-328181-b2o05j3j 450 5 by by IN cord-328181-b2o05j3j 450 6 our -PRON- PRP$ cord-328181-b2o05j3j 450 7 research research NN cord-328181-b2o05j3j 450 8 , , , cord-328181-b2o05j3j 450 9 in in IN cord-328181-b2o05j3j 450 10 particular particular JJ cord-328181-b2o05j3j 450 11 in in IN cord-328181-b2o05j3j 450 12 the the DT cord-328181-b2o05j3j 450 13 context context NN cord-328181-b2o05j3j 450 14 of of IN cord-328181-b2o05j3j 450 15 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 450 16 , , , cord-328181-b2o05j3j 450 17 is be VBZ cord-328181-b2o05j3j 450 18 the the DT cord-328181-b2o05j3j 450 19 need need NN cord-328181-b2o05j3j 450 20 for for IN cord-328181-b2o05j3j 450 21 anticipatory anticipatory NN cord-328181-b2o05j3j 450 22 mechanisms mechanism NNS cord-328181-b2o05j3j 450 23 driving drive VBG cord-328181-b2o05j3j 450 24 public public JJ cord-328181-b2o05j3j 450 25 policy policy NN cord-328181-b2o05j3j 450 26 measures measure NNS cord-328181-b2o05j3j 450 27 . . . cord-328181-b2o05j3j 451 1 In in IN cord-328181-b2o05j3j 451 2 this this DT cord-328181-b2o05j3j 451 3 sense sense NN cord-328181-b2o05j3j 451 4 , , , cord-328181-b2o05j3j 451 5 simulation simulation NN cord-328181-b2o05j3j 451 6 methods method NNS cord-328181-b2o05j3j 451 7 such such JJ cord-328181-b2o05j3j 451 8 as as IN cord-328181-b2o05j3j 451 9 the the DT cord-328181-b2o05j3j 451 10 one one NN cord-328181-b2o05j3j 451 11 presented present VBN cord-328181-b2o05j3j 451 12 here here RB cord-328181-b2o05j3j 451 13 or or CC cord-328181-b2o05j3j 451 14 others other NNS cord-328181-b2o05j3j 451 15 lack lack VBP cord-328181-b2o05j3j 451 16 convenience convenience NN cord-328181-b2o05j3j 451 17 when when WRB cord-328181-b2o05j3j 451 18 introducing introduce VBG cord-328181-b2o05j3j 451 19 external external JJ cord-328181-b2o05j3j 451 20 events event NNS cord-328181-b2o05j3j 451 21 and and CC cord-328181-b2o05j3j 451 22 the the DT cord-328181-b2o05j3j 451 23 execution execution NN cord-328181-b2o05j3j 451 24 cost cost NN cord-328181-b2o05j3j 451 25 of of IN cord-328181-b2o05j3j 451 26 recomputing recompute VBG cord-328181-b2o05j3j 451 27 complex complex JJ cord-328181-b2o05j3j 451 28 models model NNS cord-328181-b2o05j3j 451 29 , , , cord-328181-b2o05j3j 451 30 and and CC cord-328181-b2o05j3j 451 31 appear appear VBP cord-328181-b2o05j3j 451 32 to to TO cord-328181-b2o05j3j 451 33 make make VB cord-328181-b2o05j3j 451 34 sense sense NN cord-328181-b2o05j3j 451 35 only only RB cord-328181-b2o05j3j 451 36 at at IN cord-328181-b2o05j3j 451 37 early early JJ cord-328181-b2o05j3j 451 38 stages stage NNS cord-328181-b2o05j3j 451 39 of of IN cord-328181-b2o05j3j 451 40 a a DT cord-328181-b2o05j3j 451 41 epidemic epidemic NN cord-328181-b2o05j3j 451 42 process process NN cord-328181-b2o05j3j 451 43 : : : cord-328181-b2o05j3j 451 44 once once IN cord-328181-b2o05j3j 451 45 the the DT cord-328181-b2o05j3j 451 46 disease disease NN cord-328181-b2o05j3j 451 47 spread spread NN cord-328181-b2o05j3j 451 48 has have VBZ cord-328181-b2o05j3j 451 49 reached reach VBN cord-328181-b2o05j3j 451 50 its -PRON- PRP$ cord-328181-b2o05j3j 451 51 exponential exponential JJ cord-328181-b2o05j3j 451 52 phase phase NN cord-328181-b2o05j3j 451 53 , , , cord-328181-b2o05j3j 451 54 the the DT cord-328181-b2o05j3j 451 55 need need NN cord-328181-b2o05j3j 451 56 moves move NNS cord-328181-b2o05j3j 451 57 from from IN cord-328181-b2o05j3j 451 58 prediction prediction NN cord-328181-b2o05j3j 451 59 to to IN cord-328181-b2o05j3j 451 60 probabilistically probabilistically RB cord-328181-b2o05j3j 451 61 qualified qualified JJ cord-328181-b2o05j3j 451 62 estimations estimation NNS cord-328181-b2o05j3j 451 63 of of IN cord-328181-b2o05j3j 451 64 short short JJ cord-328181-b2o05j3j 451 65 term term NN cord-328181-b2o05j3j 451 66 measure measure NN cord-328181-b2o05j3j 451 67 effectiveness effectiveness NN cord-328181-b2o05j3j 451 68 . . . cord-328181-b2o05j3j 452 1 This this DT cord-328181-b2o05j3j 452 2 suggests suggest VBZ cord-328181-b2o05j3j 452 3 a a DT cord-328181-b2o05j3j 452 4 different different JJ cord-328181-b2o05j3j 452 5 class class NN cord-328181-b2o05j3j 452 6 of of IN cord-328181-b2o05j3j 452 7 stochastic stochastic JJ cord-328181-b2o05j3j 452 8 methods method NNS cord-328181-b2o05j3j 453 1 that that IN cord-328181-b2o05j3j 453 2 24 24 CD cord-328181-b2o05j3j 453 3 . . . cord-328181-b2o05j3j 454 1 CC CC NNP cord-328181-b2o05j3j 454 2 - - HYPH cord-328181-b2o05j3j 454 3 BY BY NNP cord-328181-b2o05j3j 454 4 - - HYPH cord-328181-b2o05j3j 454 5 ND ND NNP cord-328181-b2o05j3j 454 6 4.0 4.0 CD cord-328181-b2o05j3j 454 7 International international JJ cord-328181-b2o05j3j 454 8 license license NN cord-328181-b2o05j3j 455 1 It -PRON- PRP cord-328181-b2o05j3j 455 2 is be VBZ cord-328181-b2o05j3j 455 3 made make VBN cord-328181-b2o05j3j 455 4 available available JJ cord-328181-b2o05j3j 455 5 under under IN cord-328181-b2o05j3j 455 6 a a DT cord-328181-b2o05j3j 456 1 is be VBZ cord-328181-b2o05j3j 456 2 the the DT cord-328181-b2o05j3j 456 3 author author NN cord-328181-b2o05j3j 456 4 / / SYM cord-328181-b2o05j3j 456 5 funder funder NN cord-328181-b2o05j3j 456 6 , , , cord-328181-b2o05j3j 456 7 who who WP cord-328181-b2o05j3j 456 8 has have VBZ cord-328181-b2o05j3j 456 9 granted grant VBN cord-328181-b2o05j3j 456 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 456 11 a a DT cord-328181-b2o05j3j 456 12 license license NN cord-328181-b2o05j3j 456 13 to to TO cord-328181-b2o05j3j 456 14 display display VB cord-328181-b2o05j3j 456 15 the the DT cord-328181-b2o05j3j 456 16 preprint preprint NN cord-328181-b2o05j3j 456 17 in in IN cord-328181-b2o05j3j 456 18 perpetuity perpetuity NN cord-328181-b2o05j3j 456 19 . . . cord-328181-b2o05j3j 457 1 ( ( -LRB- cord-328181-b2o05j3j 457 2 which which WDT cord-328181-b2o05j3j 457 3 was be VBD cord-328181-b2o05j3j 457 4 not not RB cord-328181-b2o05j3j 457 5 certified certify VBN cord-328181-b2o05j3j 457 6 by by IN cord-328181-b2o05j3j 457 7 peer peer NN cord-328181-b2o05j3j 457 8 review review NN cord-328181-b2o05j3j 457 9 ) ) -RRB- cord-328181-b2o05j3j 458 1 The the DT cord-328181-b2o05j3j 458 2 copyright copyright NN cord-328181-b2o05j3j 458 3 holder holder NN cord-328181-b2o05j3j 458 4 for for IN cord-328181-b2o05j3j 458 5 this this DT cord-328181-b2o05j3j 458 6 preprint preprint NN cord-328181-b2o05j3j 458 7 this this DT cord-328181-b2o05j3j 458 8 version version NN cord-328181-b2o05j3j 458 9 posted post VBN cord-328181-b2o05j3j 458 10 July July NNP cord-328181-b2o05j3j 458 11 25 25 CD cord-328181-b2o05j3j 458 12 , , , cord-328181-b2o05j3j 458 13 2020 2020 CD cord-328181-b2o05j3j 458 14 . . . cord-328181-b2o05j3j 458 15 . . . cord-328181-b2o05j3j 459 1 not not RB cord-328181-b2o05j3j 459 2 only only RB cord-328181-b2o05j3j 459 3 predict predict VB cord-328181-b2o05j3j 459 4 expected expect VBN cord-328181-b2o05j3j 459 5 trends trend NNS cord-328181-b2o05j3j 459 6 but but CC cord-328181-b2o05j3j 459 7 also also RB cord-328181-b2o05j3j 459 8 recommend recommend VBP cord-328181-b2o05j3j 459 9 measures measure NNS cord-328181-b2o05j3j 459 10 based base VBN cord-328181-b2o05j3j 459 11 on on IN cord-328181-b2o05j3j 459 12 their -PRON- PRP$ cord-328181-b2o05j3j 459 13 effectiveness effectiveness NN cord-328181-b2o05j3j 459 14 , , , cord-328181-b2o05j3j 459 15 similar similar JJ cord-328181-b2o05j3j 459 16 to to IN cord-328181-b2o05j3j 459 17 those those DT cord-328181-b2o05j3j 459 18 used use VBN cord-328181-b2o05j3j 459 19 in in IN cord-328181-b2o05j3j 459 20 high high JJ cord-328181-b2o05j3j 459 21 - - HYPH cord-328181-b2o05j3j 459 22 speed speed NN cord-328181-b2o05j3j 459 23 trading trading NN cord-328181-b2o05j3j 459 24 of of IN cord-328181-b2o05j3j 459 25 financial financial JJ cord-328181-b2o05j3j 459 26 derivatives derivative NNS cord-328181-b2o05j3j 459 27 and and CC cord-328181-b2o05j3j 459 28 futures future NNS cord-328181-b2o05j3j 459 29 . . . cord-328181-b2o05j3j 460 1 The the DT cord-328181-b2o05j3j 460 2 complexity complexity NN cord-328181-b2o05j3j 460 3 of of IN cord-328181-b2o05j3j 460 4 the the DT cord-328181-b2o05j3j 460 5 socio socio JJ cord-328181-b2o05j3j 460 6 - - HYPH cord-328181-b2o05j3j 460 7 technical technical JJ cord-328181-b2o05j3j 460 8 character character NN cord-328181-b2o05j3j 460 9 of of IN cord-328181-b2o05j3j 460 10 the the DT cord-328181-b2o05j3j 460 11 global global JJ cord-328181-b2o05j3j 460 12 economy economy NN cord-328181-b2o05j3j 460 13 and and CC cord-328181-b2o05j3j 460 14 society society NN cord-328181-b2o05j3j 460 15 demands demand VBZ cord-328181-b2o05j3j 460 16 these these DT cord-328181-b2o05j3j 460 17 more more RBR cord-328181-b2o05j3j 460 18 powerful powerful JJ cord-328181-b2o05j3j 460 19 methods method NNS cord-328181-b2o05j3j 460 20 to to TO cord-328181-b2o05j3j 460 21 successfully successfully RB cord-328181-b2o05j3j 460 22 address address VB cord-328181-b2o05j3j 460 23 the the DT cord-328181-b2o05j3j 460 24 wicked wicked JJ cord-328181-b2o05j3j 460 25 character character NN cord-328181-b2o05j3j 460 26 of of IN cord-328181-b2o05j3j 460 27 a a DT cord-328181-b2o05j3j 460 28 pandemic pandemic NN cord-328181-b2o05j3j 460 29 , , , cord-328181-b2o05j3j 460 30 in in IN cord-328181-b2o05j3j 460 31 particular particular JJ cord-328181-b2o05j3j 460 32 this this DT cord-328181-b2o05j3j 460 33 one one NN cord-328181-b2o05j3j 460 34 . . . cord-328181-b2o05j3j 461 1 As as IN cord-328181-b2o05j3j 461 2 of of IN cord-328181-b2o05j3j 461 3 now now RB cord-328181-b2o05j3j 461 4 , , , cord-328181-b2o05j3j 461 5 our -PRON- PRP$ cord-328181-b2o05j3j 461 6 efforts effort NNS cord-328181-b2o05j3j 461 7 concentrate concentrate VBP cord-328181-b2o05j3j 461 8 on on IN cord-328181-b2o05j3j 461 9 seeking seek VBG cord-328181-b2o05j3j 461 10 viable viable JJ cord-328181-b2o05j3j 461 11 ways way NNS cord-328181-b2o05j3j 461 12 to to TO cord-328181-b2o05j3j 461 13 package package VB cord-328181-b2o05j3j 461 14 and and CC cord-328181-b2o05j3j 461 15 deploy deploy VB cord-328181-b2o05j3j 461 16 the the DT cord-328181-b2o05j3j 461 17 Epidemiology Epidemiology NNP cord-328181-b2o05j3j 461 18 Workbench Workbench NNP cord-328181-b2o05j3j 461 19 across across IN cord-328181-b2o05j3j 461 20 various various JJ cord-328181-b2o05j3j 461 21 cyberinfrastructure cyberinfrastructure NN cord-328181-b2o05j3j 461 22 resources resource NNS cord-328181-b2o05j3j 461 23 in in IN cord-328181-b2o05j3j 461 24 order order NN cord-328181-b2o05j3j 461 25 to to TO cord-328181-b2o05j3j 461 26 make make VB cord-328181-b2o05j3j 461 27 it -PRON- PRP cord-328181-b2o05j3j 461 28 available available JJ cord-328181-b2o05j3j 461 29 to to IN cord-328181-b2o05j3j 461 30 other other JJ cord-328181-b2o05j3j 461 31 small small JJ cord-328181-b2o05j3j 461 32 cities city NNS cord-328181-b2o05j3j 461 33 ( ( -LRB- cord-328181-b2o05j3j 461 34 including include VBG cord-328181-b2o05j3j 461 35 training training NN cord-328181-b2o05j3j 461 36 resources resource NNS cord-328181-b2o05j3j 461 37 ) ) -RRB- cord-328181-b2o05j3j 461 38 and and CC cord-328181-b2o05j3j 461 39 , , , cord-328181-b2o05j3j 461 40 particularly particularly RB cord-328181-b2o05j3j 461 41 , , , cord-328181-b2o05j3j 461 42 to to IN cord-328181-b2o05j3j 461 43 communities community NNS cord-328181-b2o05j3j 461 44 with with IN cord-328181-b2o05j3j 461 45 strong strong JJ cord-328181-b2o05j3j 461 46 presence presence NN cord-328181-b2o05j3j 461 47 of of IN cord-328181-b2o05j3j 461 48 underrepresented underrepresented JJ cord-328181-b2o05j3j 461 49 minorities minority NNS cord-328181-b2o05j3j 461 50 whose whose WP$ cord-328181-b2o05j3j 461 51 public public JJ cord-328181-b2o05j3j 461 52 health health NN cord-328181-b2o05j3j 461 53 planning planning NN cord-328181-b2o05j3j 461 54 resources resource NNS cord-328181-b2o05j3j 461 55 are be VBP cord-328181-b2o05j3j 461 56 heavily heavily RB cord-328181-b2o05j3j 461 57 constrained constrain VBN cord-328181-b2o05j3j 461 58 . . . cord-328181-b2o05j3j 461 59 . . . cord-328181-b2o05j3j 462 1 CC CC NNP cord-328181-b2o05j3j 462 2 - - HYPH cord-328181-b2o05j3j 462 3 BY BY NNP cord-328181-b2o05j3j 462 4 - - HYPH cord-328181-b2o05j3j 462 5 ND ND NNP cord-328181-b2o05j3j 462 6 4.0 4.0 CD cord-328181-b2o05j3j 462 7 International international JJ cord-328181-b2o05j3j 462 8 license license NN cord-328181-b2o05j3j 463 1 It -PRON- PRP cord-328181-b2o05j3j 463 2 is be VBZ cord-328181-b2o05j3j 463 3 made make VBN cord-328181-b2o05j3j 463 4 available available JJ cord-328181-b2o05j3j 463 5 under under IN cord-328181-b2o05j3j 463 6 a a DT cord-328181-b2o05j3j 464 1 is be VBZ cord-328181-b2o05j3j 464 2 the the DT cord-328181-b2o05j3j 464 3 author author NN cord-328181-b2o05j3j 464 4 / / SYM cord-328181-b2o05j3j 464 5 funder funder NN cord-328181-b2o05j3j 464 6 , , , cord-328181-b2o05j3j 464 7 who who WP cord-328181-b2o05j3j 464 8 has have VBZ cord-328181-b2o05j3j 464 9 granted grant VBN cord-328181-b2o05j3j 464 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 464 11 a a DT cord-328181-b2o05j3j 464 12 license license NN cord-328181-b2o05j3j 464 13 to to TO cord-328181-b2o05j3j 464 14 display display VB cord-328181-b2o05j3j 464 15 the the DT cord-328181-b2o05j3j 464 16 preprint preprint NN cord-328181-b2o05j3j 464 17 in in IN cord-328181-b2o05j3j 464 18 perpetuity perpetuity NN cord-328181-b2o05j3j 464 19 . . . cord-328181-b2o05j3j 465 1 ( ( -LRB- cord-328181-b2o05j3j 465 2 which which WDT cord-328181-b2o05j3j 465 3 was be VBD cord-328181-b2o05j3j 465 4 not not RB cord-328181-b2o05j3j 465 5 certified certify VBN cord-328181-b2o05j3j 465 6 by by IN cord-328181-b2o05j3j 465 7 peer peer NN cord-328181-b2o05j3j 465 8 review review NN cord-328181-b2o05j3j 465 9 ) ) -RRB- cord-328181-b2o05j3j 466 1 The the DT cord-328181-b2o05j3j 466 2 copyright copyright NN cord-328181-b2o05j3j 466 3 holder holder NN cord-328181-b2o05j3j 466 4 for for IN cord-328181-b2o05j3j 466 5 this this DT cord-328181-b2o05j3j 466 6 preprint preprint NN cord-328181-b2o05j3j 466 7 this this DT cord-328181-b2o05j3j 466 8 version version NN cord-328181-b2o05j3j 466 9 posted post VBN cord-328181-b2o05j3j 466 10 July July NNP cord-328181-b2o05j3j 466 11 25 25 CD cord-328181-b2o05j3j 466 12 , , , cord-328181-b2o05j3j 466 13 2020 2020 CD cord-328181-b2o05j3j 466 14 . . . cord-328181-b2o05j3j 466 15 . . . cord-328181-b2o05j3j 467 1 https://doi.org/10.1101/2020.07.22.20159798 https://doi.org/10.1101/2020.07.22.20159798 NN cord-328181-b2o05j3j 467 2 doi doi XX cord-328181-b2o05j3j 467 3 : : : cord-328181-b2o05j3j 468 1 medRxiv medRxiv NNP cord-328181-b2o05j3j 468 2 preprint preprint NN cord-328181-b2o05j3j 468 3 . . . cord-328181-b2o05j3j 469 1 CC CC NNP cord-328181-b2o05j3j 469 2 - - HYPH cord-328181-b2o05j3j 469 3 BY BY NNP cord-328181-b2o05j3j 469 4 - - HYPH cord-328181-b2o05j3j 469 5 ND ND NNP cord-328181-b2o05j3j 469 6 4.0 4.0 CD cord-328181-b2o05j3j 469 7 International international JJ cord-328181-b2o05j3j 469 8 license license NN cord-328181-b2o05j3j 470 1 It -PRON- PRP cord-328181-b2o05j3j 470 2 is be VBZ cord-328181-b2o05j3j 470 3 made make VBN cord-328181-b2o05j3j 470 4 available available JJ cord-328181-b2o05j3j 470 5 under under IN cord-328181-b2o05j3j 470 6 a a DT cord-328181-b2o05j3j 471 1 is be VBZ cord-328181-b2o05j3j 471 2 the the DT cord-328181-b2o05j3j 471 3 author author NN cord-328181-b2o05j3j 471 4 / / SYM cord-328181-b2o05j3j 471 5 funder funder NN cord-328181-b2o05j3j 471 6 , , , cord-328181-b2o05j3j 471 7 who who WP cord-328181-b2o05j3j 471 8 has have VBZ cord-328181-b2o05j3j 471 9 granted grant VBN cord-328181-b2o05j3j 471 10 medRxiv medRxiv NNS cord-328181-b2o05j3j 471 11 a a DT cord-328181-b2o05j3j 471 12 license license NN cord-328181-b2o05j3j 471 13 to to TO cord-328181-b2o05j3j 471 14 display display VB cord-328181-b2o05j3j 471 15 the the DT cord-328181-b2o05j3j 471 16 preprint preprint NN cord-328181-b2o05j3j 471 17 in in IN cord-328181-b2o05j3j 471 18 perpetuity perpetuity NN cord-328181-b2o05j3j 471 19 . . . cord-328181-b2o05j3j 472 1 ( ( -LRB- cord-328181-b2o05j3j 472 2 which which WDT cord-328181-b2o05j3j 472 3 was be VBD cord-328181-b2o05j3j 472 4 not not RB cord-328181-b2o05j3j 472 5 certified certify VBN cord-328181-b2o05j3j 472 6 by by IN cord-328181-b2o05j3j 472 7 peer peer NN cord-328181-b2o05j3j 472 8 review review NN cord-328181-b2o05j3j 472 9 ) ) -RRB- cord-328181-b2o05j3j 473 1 The the DT cord-328181-b2o05j3j 473 2 copyright copyright NN cord-328181-b2o05j3j 473 3 holder holder NN cord-328181-b2o05j3j 473 4 for for IN cord-328181-b2o05j3j 473 5 this this DT cord-328181-b2o05j3j 473 6 preprint preprint NN cord-328181-b2o05j3j 473 7 this this DT cord-328181-b2o05j3j 473 8 version version NN cord-328181-b2o05j3j 473 9 posted post VBN cord-328181-b2o05j3j 473 10 July July NNP cord-328181-b2o05j3j 473 11 25 25 CD cord-328181-b2o05j3j 473 12 , , , cord-328181-b2o05j3j 473 13 2020 2020 CD cord-328181-b2o05j3j 473 14 . . . cord-328181-b2o05j3j 473 15 . . . cord-328181-b2o05j3j 474 1 https://doi.org/10.1101/2020.07.22.20159798 https://doi.org/10.1101/2020.07.22.20159798 NN cord-328181-b2o05j3j 474 2 doi doi XX cord-328181-b2o05j3j 474 3 : : : cord-328181-b2o05j3j 475 1 medRxiv medRxiv NNP cord-328181-b2o05j3j 475 2 preprint preprint NNP cord-328181-b2o05j3j 476 1 On on IN cord-328181-b2o05j3j 476 2 a a DT cord-328181-b2o05j3j 476 3 comprehensive comprehensive JJ cord-328181-b2o05j3j 476 4 model model NN cord-328181-b2o05j3j 476 5 of of IN cord-328181-b2o05j3j 476 6 the the DT cord-328181-b2o05j3j 476 7 novel novel JJ cord-328181-b2o05j3j 476 8 coronavirus coronavirus NN cord-328181-b2o05j3j 476 9 ( ( -LRB- cord-328181-b2o05j3j 476 10 covid-19 covid-19 NNP cord-328181-b2o05j3j 476 11 ) ) -RRB- cord-328181-b2o05j3j 476 12 under under IN cord-328181-b2o05j3j 476 13 mittag mittag JJ cord-328181-b2o05j3j 476 14 - - HYPH cord-328181-b2o05j3j 476 15 leffler leffler NN cord-328181-b2o05j3j 476 16 derivative derivative NN cord-328181-b2o05j3j 477 1 The the DT cord-328181-b2o05j3j 477 2 possible possible JJ cord-328181-b2o05j3j 477 3 immunological immunological JJ cord-328181-b2o05j3j 477 4 pathways pathway NNS cord-328181-b2o05j3j 477 5 for for IN cord-328181-b2o05j3j 477 6 the the DT cord-328181-b2o05j3j 477 7 variable variable JJ cord-328181-b2o05j3j 477 8 immunopathogenesis immunopathogenesis NN cord-328181-b2o05j3j 477 9 of of IN cord-328181-b2o05j3j 477 10 covid-19 covid-19 NNP cord-328181-b2o05j3j 477 11 infections infection NNS cord-328181-b2o05j3j 477 12 among among IN cord-328181-b2o05j3j 477 13 healthy healthy JJ cord-328181-b2o05j3j 477 14 adults adult NNS cord-328181-b2o05j3j 477 15 , , , cord-328181-b2o05j3j 478 1 elderly elderly JJ cord-328181-b2o05j3j 478 2 and and CC cord-328181-b2o05j3j 478 3 children child NNS cord-328181-b2o05j3j 478 4 Special special JJ cord-328181-b2o05j3j 478 5 report report NN cord-328181-b2o05j3j 478 6 : : : cord-328181-b2o05j3j 479 1 The the DT cord-328181-b2o05j3j 479 2 simulations simulation NNS cord-328181-b2o05j3j 479 3 driving drive VBG cord-328181-b2o05j3j 479 4 the the DT cord-328181-b2o05j3j 479 5 world world NN cord-328181-b2o05j3j 479 6 's 's POS cord-328181-b2o05j3j 479 7 response response NN cord-328181-b2o05j3j 479 8 to to IN cord-328181-b2o05j3j 479 9 COVID-19 covid-19 VB cord-328181-b2o05j3j 479 10 Investigating investigate VBG cord-328181-b2o05j3j 479 11 the the DT cord-328181-b2o05j3j 479 12 impact impact NN cord-328181-b2o05j3j 479 13 of of IN cord-328181-b2o05j3j 479 14 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 479 15 carriers carrier NNS cord-328181-b2o05j3j 479 16 on on IN cord-328181-b2o05j3j 479 17 covid-19 covid-19 NN cord-328181-b2o05j3j 479 18 transmission transmission NN cord-328181-b2o05j3j 479 19 . . . cord-328181-b2o05j3j 480 1 medRxiv medRxiv NNS cord-328181-b2o05j3j 480 2 Comparing compare VBG cord-328181-b2o05j3j 480 3 large large JJ cord-328181-b2o05j3j 480 4 - - HYPH cord-328181-b2o05j3j 480 5 scale scale NN cord-328181-b2o05j3j 480 6 computational computational JJ cord-328181-b2o05j3j 480 7 approaches approach NNS cord-328181-b2o05j3j 480 8 to to IN cord-328181-b2o05j3j 480 9 epidemic epidemic NN cord-328181-b2o05j3j 480 10 modeling modeling NN cord-328181-b2o05j3j 480 11 : : : cord-328181-b2o05j3j 480 12 agent agent NN cord-328181-b2o05j3j 480 13 - - HYPH cord-328181-b2o05j3j 480 14 based base VBN cord-328181-b2o05j3j 480 15 versus versus IN cord-328181-b2o05j3j 480 16 structured structured JJ cord-328181-b2o05j3j 480 17 metapopulation metapopulation NN cord-328181-b2o05j3j 480 18 models model NNS cord-328181-b2o05j3j 480 19 Asymptomatic asymptomatic JJ cord-328181-b2o05j3j 480 20 coronavirus coronavirus NN cord-328181-b2o05j3j 480 21 infection infection NN cord-328181-b2o05j3j 480 22 : : : cord-328181-b2o05j3j 480 23 Mers Mers NNP cord-328181-b2o05j3j 480 24 - - HYPH cord-328181-b2o05j3j 480 25 cov cov NNP cord-328181-b2o05j3j 480 26 and and CC cord-328181-b2o05j3j 480 27 sars sars NNP cord-328181-b2o05j3j 480 28 - - HYPH cord-328181-b2o05j3j 480 29 cov-2 cov-2 NNP cord-328181-b2o05j3j 480 30 ( ( -LRB- cord-328181-b2o05j3j 480 31 covid-19 covid-19 NN cord-328181-b2o05j3j 480 32 ) ) -RRB- cord-328181-b2o05j3j 480 33 The the DT cord-328181-b2o05j3j 480 34 impact impact NN cord-328181-b2o05j3j 480 35 of of IN cord-328181-b2o05j3j 480 36 covid-19 covid-19 NN cord-328181-b2o05j3j 480 37 on on IN cord-328181-b2o05j3j 480 38 gender gender NN cord-328181-b2o05j3j 480 39 equality equality NN cord-328181-b2o05j3j 480 40 Rural Rural NNP cord-328181-b2o05j3j 480 41 america america NNP cord-328181-b2o05j3j 480 42 and and CC cord-328181-b2o05j3j 480 43 coronavirus coronavirus NN cord-328181-b2o05j3j 480 44 epidemic epidemic NN cord-328181-b2o05j3j 480 45 : : : cord-328181-b2o05j3j 480 46 Challenges challenge NNS cord-328181-b2o05j3j 480 47 and and CC cord-328181-b2o05j3j 480 48 solutions solution NNS cord-328181-b2o05j3j 481 1 Landscape landscape NN cord-328181-b2o05j3j 481 2 epidemiology epidemiology NN cord-328181-b2o05j3j 481 3 modeling modeling NN cord-328181-b2o05j3j 481 4 using use VBG cord-328181-b2o05j3j 481 5 an an DT cord-328181-b2o05j3j 481 6 agent agent NN cord-328181-b2o05j3j 481 7 - - HYPH cord-328181-b2o05j3j 481 8 based base VBN cord-328181-b2o05j3j 481 9 model model NN cord-328181-b2o05j3j 481 10 and and CC cord-328181-b2o05j3j 481 11 a a DT cord-328181-b2o05j3j 481 12 geographic geographic JJ cord-328181-b2o05j3j 481 13 information information NN cord-328181-b2o05j3j 481 14 system system NN cord-328181-b2o05j3j 482 1 Elementary elementary JJ cord-328181-b2o05j3j 482 2 proof proof NN cord-328181-b2o05j3j 482 3 of of IN cord-328181-b2o05j3j 482 4 convergence convergence NN cord-328181-b2o05j3j 482 5 to to IN cord-328181-b2o05j3j 482 6 the the DT cord-328181-b2o05j3j 482 7 mean mean JJ cord-328181-b2o05j3j 482 8 - - HYPH cord-328181-b2o05j3j 482 9 field field NN cord-328181-b2o05j3j 482 10 model model NN cord-328181-b2o05j3j 482 11 for for IN cord-328181-b2o05j3j 482 12 the the DT cord-328181-b2o05j3j 482 13 sir sir NNP cord-328181-b2o05j3j 482 14 process process NN cord-328181-b2o05j3j 483 1 Presumed presume VBN cord-328181-b2o05j3j 483 2 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 483 3 carrier carrier NN cord-328181-b2o05j3j 483 4 transmission transmission NN cord-328181-b2o05j3j 483 5 of of IN cord-328181-b2o05j3j 483 6 covid-19 covid-19 NNP cord-328181-b2o05j3j 483 7 Covid Covid NNP cord-328181-b2o05j3j 483 8 - - HYPH cord-328181-b2o05j3j 483 9 induced induce VBN cord-328181-b2o05j3j 483 10 economic economic JJ cord-328181-b2o05j3j 483 11 uncertainty uncertainty NN cord-328181-b2o05j3j 483 12 Covid-19 covid-19 NN cord-328181-b2o05j3j 483 13 : : : cord-328181-b2o05j3j 483 14 emerging emerge VBG cord-328181-b2o05j3j 483 15 protective protective JJ cord-328181-b2o05j3j 483 16 measures measure NNS cord-328181-b2o05j3j 483 17 Lack lack NN cord-328181-b2o05j3j 483 18 of of IN cord-328181-b2o05j3j 483 19 reinfection reinfection NN cord-328181-b2o05j3j 483 20 in in IN cord-328181-b2o05j3j 483 21 rhesus rhesus NN cord-328181-b2o05j3j 483 22 macaques macaque NNS cord-328181-b2o05j3j 483 23 infected infect VBN cord-328181-b2o05j3j 483 24 with with IN cord-328181-b2o05j3j 483 25 sars sars NNP cord-328181-b2o05j3j 484 1 -cov-2 -cov-2 : cord-328181-b2o05j3j 484 2 . . . cord-328181-b2o05j3j 485 1 bioRxiv biorxiv DT cord-328181-b2o05j3j 485 2 Sectoral sectoral JJ cord-328181-b2o05j3j 485 3 effects effect NNS cord-328181-b2o05j3j 485 4 of of IN cord-328181-b2o05j3j 485 5 social social JJ cord-328181-b2o05j3j 485 6 distancing distancing NN cord-328181-b2o05j3j 485 7 . . . cord-328181-b2o05j3j 486 1 Available available JJ cord-328181-b2o05j3j 486 2 at at IN cord-328181-b2o05j3j 486 3 SSRN SSRN NNP cord-328181-b2o05j3j 486 4 Deterministic deterministic JJ cord-328181-b2o05j3j 486 5 and and CC cord-328181-b2o05j3j 486 6 stochastic stochastic JJ cord-328181-b2o05j3j 486 7 models model NNS cord-328181-b2o05j3j 486 8 for for IN cord-328181-b2o05j3j 486 9 recurrent recurrent JJ cord-328181-b2o05j3j 486 10 epidemics epidemic NNS cord-328181-b2o05j3j 486 11 Agent agent NN cord-328181-b2o05j3j 486 12 - - HYPH cord-328181-b2o05j3j 486 13 based base VBN cord-328181-b2o05j3j 486 14 derivation derivation NN cord-328181-b2o05j3j 486 15 of of IN cord-328181-b2o05j3j 486 16 the the DT cord-328181-b2o05j3j 486 17 sir sir NN cord-328181-b2o05j3j 486 18 - - HYPH cord-328181-b2o05j3j 486 19 differential differential JJ cord-328181-b2o05j3j 486 20 equations equation NNS cord-328181-b2o05j3j 486 21 Covid-19 covid-19 VBP cord-328181-b2o05j3j 486 22 : : : cord-328181-b2o05j3j 486 23 the the DT cord-328181-b2o05j3j 486 24 case case NN cord-328181-b2o05j3j 486 25 for for IN cord-328181-b2o05j3j 486 26 health health NN cord-328181-b2o05j3j 486 27 - - HYPH cord-328181-b2o05j3j 486 28 care care NN cord-328181-b2o05j3j 486 29 worker worker NN cord-328181-b2o05j3j 486 30 screening screening NN cord-328181-b2o05j3j 486 31 to to TO cord-328181-b2o05j3j 486 32 prevent prevent VB cord-328181-b2o05j3j 486 33 hospital hospital NN cord-328181-b2o05j3j 486 34 transmission transmission NN cord-328181-b2o05j3j 486 35 . . . cord-328181-b2o05j3j 487 1 The the DT cord-328181-b2o05j3j 487 2 Lancet Lancet NNP cord-328181-b2o05j3j 487 3 Effects effect NNS cord-328181-b2o05j3j 487 4 of of IN cord-328181-b2o05j3j 487 5 latency latency NN cord-328181-b2o05j3j 487 6 and and CC cord-328181-b2o05j3j 487 7 age age NN cord-328181-b2o05j3j 487 8 structure structure NN cord-328181-b2o05j3j 487 9 on on IN cord-328181-b2o05j3j 487 10 the the DT cord-328181-b2o05j3j 487 11 dynamics dynamic NNS cord-328181-b2o05j3j 487 12 and and CC cord-328181-b2o05j3j 487 13 containment containment NN cord-328181-b2o05j3j 487 14 of of IN cord-328181-b2o05j3j 487 15 covid-19 covid-19 NNP cord-328181-b2o05j3j 487 16 . . . cord-328181-b2o05j3j 488 1 medRxiv medRxiv NNP cord-328181-b2o05j3j 488 2 Agent Agent NNP cord-328181-b2o05j3j 488 3 - - HYPH cord-328181-b2o05j3j 488 4 based base VBN cord-328181-b2o05j3j 488 5 modeling modeling NN cord-328181-b2o05j3j 488 6 : : : cord-328181-b2o05j3j 488 7 Methods method NNS cord-328181-b2o05j3j 488 8 and and CC cord-328181-b2o05j3j 488 9 techniques technique NNS cord-328181-b2o05j3j 488 10 for for IN cord-328181-b2o05j3j 488 11 simulating simulate VBG cord-328181-b2o05j3j 488 12 human human JJ cord-328181-b2o05j3j 488 13 systems system NNS cord-328181-b2o05j3j 488 14 . . . cord-328181-b2o05j3j 489 1 Proceedings proceeding NNS cord-328181-b2o05j3j 489 2 of of IN cord-328181-b2o05j3j 489 3 the the DT cord-328181-b2o05j3j 489 4 national national NNP cord-328181-b2o05j3j 489 5 academy academy NNP cord-328181-b2o05j3j 489 6 of of IN cord-328181-b2o05j3j 489 7 sciences sciences NNPS cord-328181-b2o05j3j 489 8 Fighting fight VBG cord-328181-b2o05j3j 489 9 the the DT cord-328181-b2o05j3j 489 10 covid-19 covid-19 NN cord-328181-b2o05j3j 489 11 emergency emergency NN cord-328181-b2o05j3j 489 12 and and CC cord-328181-b2o05j3j 489 13 relaunching relaunche VBG cord-328181-b2o05j3j 489 14 the the DT cord-328181-b2o05j3j 489 15 european european JJ cord-328181-b2o05j3j 489 16 economy economy NN cord-328181-b2o05j3j 489 17 : : : cord-328181-b2o05j3j 489 18 debt debt NN cord-328181-b2o05j3j 489 19 monetization monetization NN cord-328181-b2o05j3j 489 20 and and CC cord-328181-b2o05j3j 489 21 recovery recovery NN cord-328181-b2o05j3j 489 22 bonds bond NNS cord-328181-b2o05j3j 490 1 The the DT cord-328181-b2o05j3j 490 2 economy economy NN cord-328181-b2o05j3j 490 3 on on IN cord-328181-b2o05j3j 490 4 ice ice NN cord-328181-b2o05j3j 490 5 : : : cord-328181-b2o05j3j 490 6 Meeting meet VBG cord-328181-b2o05j3j 490 7 the the DT cord-328181-b2o05j3j 490 8 economic economic JJ cord-328181-b2o05j3j 490 9 challenges challenge NNS cord-328181-b2o05j3j 490 10 during during IN cord-328181-b2o05j3j 490 11 and and CC cord-328181-b2o05j3j 490 12 after after IN cord-328181-b2o05j3j 490 13 the the DT cord-328181-b2o05j3j 490 14 covid-19 covid-19 NNP cord-328181-b2o05j3j 490 15 crisis crisis NN cord-328181-b2o05j3j 490 16 Geographical Geographical NNP cord-328181-b2o05j3j 490 17 tracking tracking NN cord-328181-b2o05j3j 490 18 and and CC cord-328181-b2o05j3j 490 19 mapping mapping NN cord-328181-b2o05j3j 490 20 of of IN cord-328181-b2o05j3j 490 21 coronavirus coronavirus NN cord-328181-b2o05j3j 490 22 disease disease NN cord-328181-b2o05j3j 490 23 covid-19 covid-19 NNP cord-328181-b2o05j3j 490 24 / / SYM cord-328181-b2o05j3j 490 25 severe severe JJ cord-328181-b2o05j3j 490 26 acute acute JJ cord-328181-b2o05j3j 490 27 respiratory respiratory JJ cord-328181-b2o05j3j 490 28 syndrome syndrome NN cord-328181-b2o05j3j 490 29 coronavirus coronavirus NN cord-328181-b2o05j3j 490 30 2 2 CD cord-328181-b2o05j3j 490 31 ( ( -LRB- cord-328181-b2o05j3j 490 32 sars sars NNP cord-328181-b2o05j3j 490 33 - - HYPH cord-328181-b2o05j3j 490 34 cov-2 cov-2 NNP cord-328181-b2o05j3j 490 35 ) ) -RRB- cord-328181-b2o05j3j 490 36 epidemic epidemic NN cord-328181-b2o05j3j 490 37 and and CC cord-328181-b2o05j3j 490 38 associated associate VBD cord-328181-b2o05j3j 490 39 events event NNS cord-328181-b2o05j3j 490 40 around around IN cord-328181-b2o05j3j 490 41 the the DT cord-328181-b2o05j3j 490 42 world world NN cord-328181-b2o05j3j 490 43 : : : cord-328181-b2o05j3j 490 44 how how WRB cord-328181-b2o05j3j 490 45 21st 21st JJ cord-328181-b2o05j3j 490 46 century century NN cord-328181-b2o05j3j 490 47 gis gis NNP cord-328181-b2o05j3j 490 48 technologies technology NNS cord-328181-b2o05j3j 490 49 are be VBP cord-328181-b2o05j3j 490 50 supporting support VBG cord-328181-b2o05j3j 490 51 the the DT cord-328181-b2o05j3j 490 52 global global JJ cord-328181-b2o05j3j 490 53 fight fight NN cord-328181-b2o05j3j 490 54 against against IN cord-328181-b2o05j3j 490 55 outbreaks outbreak NNS cord-328181-b2o05j3j 490 56 and and CC cord-328181-b2o05j3j 490 57 epidemics epidemic NNS cord-328181-b2o05j3j 490 58 Turbulent turbulent JJ cord-328181-b2o05j3j 490 59 gas gas NN cord-328181-b2o05j3j 490 60 clouds cloud NNS cord-328181-b2o05j3j 490 61 and and CC cord-328181-b2o05j3j 490 62 respiratory respiratory JJ cord-328181-b2o05j3j 490 63 pathogen pathogen NN cord-328181-b2o05j3j 490 64 emissions emission NNS cord-328181-b2o05j3j 490 65 : : : cord-328181-b2o05j3j 490 66 potential potential JJ cord-328181-b2o05j3j 490 67 implications implication NNS cord-328181-b2o05j3j 490 68 for for IN cord-328181-b2o05j3j 490 69 reducing reduce VBG cord-328181-b2o05j3j 490 70 transmission transmission NN cord-328181-b2o05j3j 490 71 of of IN cord-328181-b2o05j3j 490 72 covid-19 covid-19 NNP cord-328181-b2o05j3j 490 73 The the DT cord-328181-b2o05j3j 490 74 economic economic JJ cord-328181-b2o05j3j 490 75 ripple ripple NN cord-328181-b2o05j3j 490 76 effects effect NNS cord-328181-b2o05j3j 490 77 of of IN cord-328181-b2o05j3j 490 78 covid-19 covid-19 NN cord-328181-b2o05j3j 490 79 . . . cord-328181-b2o05j3j 491 1 Unpublished unpublished JJ cord-328181-b2o05j3j 491 2 manuscript manuscript NN cord-328181-b2o05j3j 491 3 . . . cord-328181-b2o05j3j 492 1 Available available JJ cord-328181-b2o05j3j 492 2 at at IN cord-328181-b2o05j3j 492 3 the the DT cord-328181-b2o05j3j 492 4 World World NNP cord-328181-b2o05j3j 492 5 Bank Bank NNP cord-328181-b2o05j3j 492 6 Development Development NNP cord-328181-b2o05j3j 492 7 Policy Policy NNP cord-328181-b2o05j3j 492 8 and and CC cord-328181-b2o05j3j 492 9 COVID-19-eSeminar COVID-19-eSeminar NNP cord-328181-b2o05j3j 492 10 Series Series NNP cord-328181-b2o05j3j 492 11 Comparative Comparative NNP cord-328181-b2o05j3j 492 12 genetic genetic JJ cord-328181-b2o05j3j 492 13 analysis analysis NN cord-328181-b2o05j3j 492 14 of of IN cord-328181-b2o05j3j 492 15 the the DT cord-328181-b2o05j3j 492 16 novel novel JJ cord-328181-b2o05j3j 492 17 coronavirus coronavirus NN cord-328181-b2o05j3j 492 18 ( ( -LRB- cord-328181-b2o05j3j 492 19 2019-ncov 2019-ncov CD cord-328181-b2o05j3j 492 20 / / SYM cord-328181-b2o05j3j 492 21 sars sars NNP cord-328181-b2o05j3j 492 22 - - HYPH cord-328181-b2o05j3j 492 23 cov-2 cov-2 NNP cord-328181-b2o05j3j 492 24 ) ) -RRB- cord-328181-b2o05j3j 492 25 receptor receptor NN cord-328181-b2o05j3j 492 26 ace2 ace2 NNP cord-328181-b2o05j3j 492 27 in in IN cord-328181-b2o05j3j 492 28 different different JJ cord-328181-b2o05j3j 492 29 populations population NNS cord-328181-b2o05j3j 493 1 Statistical statistical JJ cord-328181-b2o05j3j 493 2 theories theory NNS cord-328181-b2o05j3j 493 3 of of IN cord-328181-b2o05j3j 493 4 income income NN cord-328181-b2o05j3j 493 5 and and CC cord-328181-b2o05j3j 493 6 wealth wealth NN cord-328181-b2o05j3j 493 7 distribution distribution NN cord-328181-b2o05j3j 493 8 . . . cord-328181-b2o05j3j 494 1 Economics economic NNS cord-328181-b2o05j3j 494 2 : : : cord-328181-b2o05j3j 495 1 The the DT cord-328181-b2o05j3j 495 2 Open Open NNP cord-328181-b2o05j3j 495 3 - - HYPH cord-328181-b2o05j3j 495 4 Access access NN cord-328181-b2o05j3j 496 1 The the DT cord-328181-b2o05j3j 496 2 sir sir NN cord-328181-b2o05j3j 496 3 epidemic epidemic NN cord-328181-b2o05j3j 496 4 model model NN cord-328181-b2o05j3j 496 5 from from IN cord-328181-b2o05j3j 496 6 a a DT cord-328181-b2o05j3j 496 7 pde pde NN cord-328181-b2o05j3j 496 8 point point NN cord-328181-b2o05j3j 496 9 of of IN cord-328181-b2o05j3j 496 10 view view NN cord-328181-b2o05j3j 496 11 Stochastic stochastic JJ cord-328181-b2o05j3j 496 12 geometry geometry NN cord-328181-b2o05j3j 496 13 and and CC cord-328181-b2o05j3j 496 14 its -PRON- PRP$ cord-328181-b2o05j3j 496 15 applications application NNS cord-328181-b2o05j3j 497 1 Labor labor NN cord-328181-b2o05j3j 497 2 markets market NNS cord-328181-b2o05j3j 497 3 during during IN cord-328181-b2o05j3j 497 4 the the DT cord-328181-b2o05j3j 497 5 covid-19 covid-19 NNP cord-328181-b2o05j3j 497 6 crisis crisis NN cord-328181-b2o05j3j 497 7 : : : cord-328181-b2o05j3j 497 8 A a DT cord-328181-b2o05j3j 497 9 preliminary preliminary JJ cord-328181-b2o05j3j 497 10 view view NN cord-328181-b2o05j3j 497 11 Social social JJ cord-328181-b2o05j3j 497 12 psychological psychological JJ cord-328181-b2o05j3j 497 13 measurements measurement NNS cord-328181-b2o05j3j 497 14 of of IN cord-328181-b2o05j3j 497 15 covid-19 covid-19 CD cord-328181-b2o05j3j 497 16 : : : cord-328181-b2o05j3j 497 17 Coronavirus Coronavirus NNP cord-328181-b2o05j3j 497 18 perceived perceive VBN cord-328181-b2o05j3j 497 19 threat threat NN cord-328181-b2o05j3j 497 20 , , , cord-328181-b2o05j3j 497 21 government government NN cord-328181-b2o05j3j 497 22 response response NN cord-328181-b2o05j3j 497 23 , , , cord-328181-b2o05j3j 497 24 impacts impact NNS cord-328181-b2o05j3j 497 25 , , , cord-328181-b2o05j3j 497 26 and and CC cord-328181-b2o05j3j 497 27 experiences experience NNS cord-328181-b2o05j3j 497 28 questionnaires questionnaire NNS cord-328181-b2o05j3j 497 29 CMMID CMMID NNP cord-328181-b2o05j3j 498 1 COVID-19 COVID-19 NNP cord-328181-b2o05j3j 498 2 working working NNP cord-328181-b2o05j3j 498 3 group group NN cord-328181-b2o05j3j 498 4 , , , cord-328181-b2o05j3j 498 5 et et NNP cord-328181-b2o05j3j 498 6 al al NNP cord-328181-b2o05j3j 498 7 . . . cord-328181-b2o05j3j 499 1 Age age NN cord-328181-b2o05j3j 499 2 - - HYPH cord-328181-b2o05j3j 499 3 dependent dependent JJ cord-328181-b2o05j3j 499 4 effects effect NNS cord-328181-b2o05j3j 499 5 in in IN cord-328181-b2o05j3j 499 6 the the DT cord-328181-b2o05j3j 499 7 transmission transmission NN cord-328181-b2o05j3j 499 8 and and CC cord-328181-b2o05j3j 499 9 control control NN cord-328181-b2o05j3j 499 10 of of IN cord-328181-b2o05j3j 499 11 covid-19 covid-19 NNP cord-328181-b2o05j3j 499 12 epidemics epidemic NNS cord-328181-b2o05j3j 499 13 . . . cord-328181-b2o05j3j 500 1 medRxiv medRxiv NNP cord-328181-b2o05j3j 500 2 Covid-19 Covid-19 NNP cord-328181-b2o05j3j 500 3 : : : cord-328181-b2o05j3j 500 4 identifying identify VBG cord-328181-b2o05j3j 500 5 and and CC cord-328181-b2o05j3j 500 6 isolating isolate VBG cord-328181-b2o05j3j 500 7 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 500 8 people people NNS cord-328181-b2o05j3j 500 9 helped help VBD cord-328181-b2o05j3j 500 10 eliminate eliminate VB cord-328181-b2o05j3j 500 11 virus virus NN cord-328181-b2o05j3j 500 12 in in IN cord-328181-b2o05j3j 500 13 italian italian JJ cord-328181-b2o05j3j 500 14 village village NN cord-328181-b2o05j3j 500 15 Covid-19-new covid-19-new CD cord-328181-b2o05j3j 500 16 insights insight NNS cord-328181-b2o05j3j 500 17 on on IN cord-328181-b2o05j3j 500 18 a a DT cord-328181-b2o05j3j 500 19 rapidly rapidly RB cord-328181-b2o05j3j 500 20 changing change VBG cord-328181-b2o05j3j 500 21 epidemic epidemic NN cord-328181-b2o05j3j 500 22 Optimal Optimal NNP cord-328181-b2o05j3j 500 23 covid-19 covid-19 NN cord-328181-b2o05j3j 500 24 epidemic epidemic NN cord-328181-b2o05j3j 500 25 control control NN cord-328181-b2o05j3j 500 26 until until IN cord-328181-b2o05j3j 500 27 vaccine vaccine NN cord-328181-b2o05j3j 500 28 deployment deployment NN cord-328181-b2o05j3j 500 29 . . . cord-328181-b2o05j3j 501 1 medRxiv medRxiv NNS cord-328181-b2o05j3j 501 2 How how WRB cord-328181-b2o05j3j 501 3 to to TO cord-328181-b2o05j3j 501 4 restart restart VB cord-328181-b2o05j3j 501 5 ? ? . cord-328181-b2o05j3j 502 1 an an DT cord-328181-b2o05j3j 502 2 agent agent NN cord-328181-b2o05j3j 502 3 - - HYPH cord-328181-b2o05j3j 502 4 based base VBN cord-328181-b2o05j3j 502 5 simulation simulation NN cord-328181-b2o05j3j 502 6 model model NN cord-328181-b2o05j3j 502 7 towards towards IN cord-328181-b2o05j3j 502 8 the the DT cord-328181-b2o05j3j 502 9 definition definition NN cord-328181-b2o05j3j 502 10 of of IN cord-328181-b2o05j3j 502 11 strategies strategy NNS cord-328181-b2o05j3j 502 12 for for IN cord-328181-b2o05j3j 502 13 covid-19 covid-19 NN cord-328181-b2o05j3j 502 14 " " `` cord-328181-b2o05j3j 502 15 second second JJ cord-328181-b2o05j3j 502 16 phase phase NN cord-328181-b2o05j3j 502 17 Demographic demographic JJ cord-328181-b2o05j3j 502 18 science science NN cord-328181-b2o05j3j 502 19 aids aid NNS cord-328181-b2o05j3j 502 20 in in IN cord-328181-b2o05j3j 502 21 understanding understand VBG cord-328181-b2o05j3j 502 22 the the DT cord-328181-b2o05j3j 502 23 spread spread NN cord-328181-b2o05j3j 502 24 and and CC cord-328181-b2o05j3j 502 25 fatality fatality NN cord-328181-b2o05j3j 502 26 rates rate NNS cord-328181-b2o05j3j 502 27 of of IN cord-328181-b2o05j3j 502 28 covid-19 covid-19 NNP cord-328181-b2o05j3j 502 29 Model Model NNP cord-328181-b2o05j3j 502 30 transparency transparency NN cord-328181-b2o05j3j 502 31 and and CC cord-328181-b2o05j3j 502 32 validation validation NN cord-328181-b2o05j3j 502 33 : : : cord-328181-b2o05j3j 502 34 a a DT cord-328181-b2o05j3j 502 35 report report NN cord-328181-b2o05j3j 502 36 of of IN cord-328181-b2o05j3j 502 37 the the DT cord-328181-b2o05j3j 502 38 ISPOR ISPOR NNP cord-328181-b2o05j3j 502 39 - - HYPH cord-328181-b2o05j3j 502 40 SMDM SMDM NNP cord-328181-b2o05j3j 502 41 Modeling Modeling NNP cord-328181-b2o05j3j 502 42 Good Good NNP cord-328181-b2o05j3j 502 43 Research Research NNP cord-328181-b2o05j3j 502 44 Practices Practices NNPS cord-328181-b2o05j3j 503 1 Task Task NNP cord-328181-b2o05j3j 503 2 Force-7 Force-7 NNP cord-328181-b2o05j3j 503 3 Fair Fair NNP cord-328181-b2o05j3j 503 4 allocation allocation NN cord-328181-b2o05j3j 503 5 of of IN cord-328181-b2o05j3j 503 6 scarce scarce JJ cord-328181-b2o05j3j 503 7 medical medical JJ cord-328181-b2o05j3j 503 8 resources resource NNS cord-328181-b2o05j3j 503 9 in in IN cord-328181-b2o05j3j 503 10 the the DT cord-328181-b2o05j3j 503 11 time time NN cord-328181-b2o05j3j 503 12 of of IN cord-328181-b2o05j3j 503 13 covid-19 covid-19 NNP cord-328181-b2o05j3j 503 14 The the DT cord-328181-b2o05j3j 503 15 effectiveness effectiveness NN cord-328181-b2o05j3j 503 16 of of IN cord-328181-b2o05j3j 503 17 moral moral JJ cord-328181-b2o05j3j 503 18 messages message NNS cord-328181-b2o05j3j 503 19 on on IN cord-328181-b2o05j3j 503 20 public public JJ cord-328181-b2o05j3j 503 21 health health NN cord-328181-b2o05j3j 503 22 behavioral behavioral JJ cord-328181-b2o05j3j 503 23 intentions intention NNS cord-328181-b2o05j3j 503 24 during during IN cord-328181-b2o05j3j 503 25 the the DT cord-328181-b2o05j3j 503 26 covid-19 covid-19 NNP cord-328181-b2o05j3j 503 27 pandemic pandemic NN cord-328181-b2o05j3j 503 28 Impact Impact NNP cord-328181-b2o05j3j 503 29 of of IN cord-328181-b2o05j3j 503 30 non non JJ cord-328181-b2o05j3j 503 31 - - JJ cord-328181-b2o05j3j 503 32 pharmaceutical pharmaceutical JJ cord-328181-b2o05j3j 503 33 interventions intervention NNS cord-328181-b2o05j3j 503 34 ( ( -LRB- cord-328181-b2o05j3j 503 35 npis npis NNP cord-328181-b2o05j3j 503 36 ) ) -RRB- cord-328181-b2o05j3j 503 37 to to TO cord-328181-b2o05j3j 503 38 reduce reduce VB cord-328181-b2o05j3j 503 39 covid19 covid19 JJ cord-328181-b2o05j3j 503 40 mortality mortality NN cord-328181-b2o05j3j 503 41 and and CC cord-328181-b2o05j3j 503 42 healthcare healthcare NN cord-328181-b2o05j3j 503 43 demand demand NN cord-328181-b2o05j3j 504 1 The the DT cord-328181-b2o05j3j 504 2 global global JJ cord-328181-b2o05j3j 504 3 community community NN cord-328181-b2o05j3j 504 4 needs need VBZ cord-328181-b2o05j3j 504 5 to to TO cord-328181-b2o05j3j 504 6 swiftly swiftly RB cord-328181-b2o05j3j 504 7 ramp ramp VB cord-328181-b2o05j3j 504 8 up up RP cord-328181-b2o05j3j 504 9 the the DT cord-328181-b2o05j3j 504 10 response response NN cord-328181-b2o05j3j 504 11 to to TO cord-328181-b2o05j3j 504 12 contain contain VB cord-328181-b2o05j3j 504 13 covid-19 covid-19 NNP cord-328181-b2o05j3j 504 14 Asymptomatic asymptomatic JJ cord-328181-b2o05j3j 504 15 transmission transmission NN cord-328181-b2o05j3j 504 16 , , , cord-328181-b2o05j3j 504 17 the the DT cord-328181-b2o05j3j 504 18 achilles achilles NNP cord-328181-b2o05j3j 504 19 ' ' POS cord-328181-b2o05j3j 504 20 heel heel NN cord-328181-b2o05j3j 504 21 of of IN cord-328181-b2o05j3j 504 22 current current JJ cord-328181-b2o05j3j 504 23 strategies strategy NNS cord-328181-b2o05j3j 504 24 to to TO cord-328181-b2o05j3j 504 25 control control VB cord-328181-b2o05j3j 504 26 covid-19 covid-19 NNP cord-328181-b2o05j3j 504 27 Social Social NNP cord-328181-b2o05j3j 504 28 protection protection NN cord-328181-b2o05j3j 504 29 and and CC cord-328181-b2o05j3j 504 30 jobs job NNS cord-328181-b2o05j3j 504 31 responses response NNS cord-328181-b2o05j3j 504 32 to to IN cord-328181-b2o05j3j 504 33 covid-19 covid-19 VB cord-328181-b2o05j3j 504 34 : : : cord-328181-b2o05j3j 504 35 a a DT cord-328181-b2o05j3j 504 36 real real JJ cord-328181-b2o05j3j 504 37 - - HYPH cord-328181-b2o05j3j 504 38 time time NN cord-328181-b2o05j3j 504 39 review review NN cord-328181-b2o05j3j 504 40 of of IN cord-328181-b2o05j3j 504 41 country country NN cord-328181-b2o05j3j 504 42 measures measure VBZ cord-328181-b2o05j3j 504 43 Us Us NNP cord-328181-b2o05j3j 504 44 city city NN cord-328181-b2o05j3j 504 45 - - HYPH cord-328181-b2o05j3j 504 46 size size NN cord-328181-b2o05j3j 504 47 distribution distribution NN cord-328181-b2o05j3j 504 48 and and CC cord-328181-b2o05j3j 504 49 space space NN cord-328181-b2o05j3j 504 50 Ethics ethic NNS cord-328181-b2o05j3j 504 51 , , , cord-328181-b2o05j3j 504 52 information information NN cord-328181-b2o05j3j 504 53 technology technology NN cord-328181-b2o05j3j 504 54 , , , cord-328181-b2o05j3j 504 55 and and CC cord-328181-b2o05j3j 504 56 public public JJ cord-328181-b2o05j3j 504 57 health health NN cord-328181-b2o05j3j 504 58 : : : cord-328181-b2o05j3j 504 59 duties duty NNS cord-328181-b2o05j3j 504 60 and and CC cord-328181-b2o05j3j 504 61 challenges challenge NNS cord-328181-b2o05j3j 504 62 in in IN cord-328181-b2o05j3j 504 63 computational computational JJ cord-328181-b2o05j3j 504 64 epidemiology epidemiology NN cord-328181-b2o05j3j 504 65 Face face NN cord-328181-b2o05j3j 504 66 masks mask NNS cord-328181-b2o05j3j 504 67 for for IN cord-328181-b2o05j3j 504 68 the the DT cord-328181-b2o05j3j 504 69 public public NN cord-328181-b2o05j3j 504 70 during during IN cord-328181-b2o05j3j 504 71 the the DT cord-328181-b2o05j3j 504 72 covid-19 covid-19 NNP cord-328181-b2o05j3j 504 73 crisis crisis NN cord-328181-b2o05j3j 504 74 Optimal Optimal NNP cord-328181-b2o05j3j 504 75 quarantine quarantine NN cord-328181-b2o05j3j 504 76 strategies strategy NNS cord-328181-b2o05j3j 504 77 for for IN cord-328181-b2o05j3j 504 78 covid-19 covid-19 JJ cord-328181-b2o05j3j 504 79 control control NN cord-328181-b2o05j3j 504 80 models model NNS cord-328181-b2o05j3j 504 81 Spread Spread NNP cord-328181-b2o05j3j 504 82 of of IN cord-328181-b2o05j3j 504 83 sars sars NNP cord-328181-b2o05j3j 505 1 -cov-2 -cov-2 : cord-328181-b2o05j3j 505 2 in in IN cord-328181-b2o05j3j 505 3 the the DT cord-328181-b2o05j3j 505 4 icelandic icelandic JJ cord-328181-b2o05j3j 505 5 population population NN cord-328181-b2o05j3j 505 6 Variation Variation NNP cord-328181-b2o05j3j 505 7 in in IN cord-328181-b2o05j3j 505 8 government government NN cord-328181-b2o05j3j 505 9 responses response NNS cord-328181-b2o05j3j 505 10 to to IN cord-328181-b2o05j3j 505 11 covid-19 covid-19 NNP cord-328181-b2o05j3j 505 12 Modeling Modeling NNP cord-328181-b2o05j3j 505 13 targeted target VBN cord-328181-b2o05j3j 505 14 layered layered JJ cord-328181-b2o05j3j 505 15 containment containment NN cord-328181-b2o05j3j 505 16 of of IN cord-328181-b2o05j3j 505 17 an an DT cord-328181-b2o05j3j 505 18 influenza influenza NN cord-328181-b2o05j3j 505 19 pandemic pandemic NN cord-328181-b2o05j3j 505 20 in in IN cord-328181-b2o05j3j 505 21 the the DT cord-328181-b2o05j3j 505 22 united united NNP cord-328181-b2o05j3j 505 23 states states NNP cord-328181-b2o05j3j 505 24 Ecological Ecological NNP cord-328181-b2o05j3j 505 25 pricing pricing NN cord-328181-b2o05j3j 505 26 and and CC cord-328181-b2o05j3j 505 27 economic economic JJ cord-328181-b2o05j3j 505 28 efficiency efficiency NN cord-328181-b2o05j3j 505 29 Combining combine VBG cord-328181-b2o05j3j 505 30 behavioral behavioral JJ cord-328181-b2o05j3j 505 31 economics economic NNS cord-328181-b2o05j3j 505 32 and and CC cord-328181-b2o05j3j 505 33 infectious infectious JJ cord-328181-b2o05j3j 505 34 disease disease NN cord-328181-b2o05j3j 505 35 epidemiology epidemiology NN cord-328181-b2o05j3j 505 36 to to TO cord-328181-b2o05j3j 505 37 mitigate mitigate VB cord-328181-b2o05j3j 505 38 the the DT cord-328181-b2o05j3j 505 39 covid-19 covid-19 CD cord-328181-b2o05j3j 505 40 outbreak outbreak NN cord-328181-b2o05j3j 505 41 Temporal Temporal NNP cord-328181-b2o05j3j 505 42 dynamics dynamic NNS cord-328181-b2o05j3j 505 43 in in IN cord-328181-b2o05j3j 505 44 viral viral JJ cord-328181-b2o05j3j 505 45 shedding shedding NN cord-328181-b2o05j3j 505 46 and and CC cord-328181-b2o05j3j 505 47 transmissibility transmissibility NN cord-328181-b2o05j3j 505 48 of of IN cord-328181-b2o05j3j 505 49 covid-19 covid-19 JJ cord-328181-b2o05j3j 505 50 Wicked wicked JJ cord-328181-b2o05j3j 505 51 problems problem NNS cord-328181-b2o05j3j 505 52 in in IN cord-328181-b2o05j3j 505 53 public public JJ cord-328181-b2o05j3j 505 54 policy policy NN cord-328181-b2o05j3j 505 55 Quantifying quantify VBG cord-328181-b2o05j3j 505 56 the the DT cord-328181-b2o05j3j 505 57 impact impact NN cord-328181-b2o05j3j 505 58 of of IN cord-328181-b2o05j3j 505 59 physical physical JJ cord-328181-b2o05j3j 505 60 distance distance NN cord-328181-b2o05j3j 505 61 measures measure NNS cord-328181-b2o05j3j 505 62 on on IN cord-328181-b2o05j3j 505 63 the the DT cord-328181-b2o05j3j 505 64 transmission transmission NN cord-328181-b2o05j3j 505 65 of of IN cord-328181-b2o05j3j 505 66 covid-19 covid-19 NN cord-328181-b2o05j3j 505 67 in in IN cord-328181-b2o05j3j 505 68 the the DT cord-328181-b2o05j3j 505 69 uk uk NNP cord-328181-b2o05j3j 505 70 Threshold Threshold NNP cord-328181-b2o05j3j 505 71 behaviour behaviour NN cord-328181-b2o05j3j 505 72 of of IN cord-328181-b2o05j3j 505 73 a a DT cord-328181-b2o05j3j 505 74 stochastic stochastic JJ cord-328181-b2o05j3j 505 75 sir sir NN cord-328181-b2o05j3j 505 76 model model NN cord-328181-b2o05j3j 506 1 An an DT cord-328181-b2o05j3j 506 2 older old JJR cord-328181-b2o05j3j 506 3 population population NN cord-328181-b2o05j3j 506 4 increases increase NNS cord-328181-b2o05j3j 506 5 estimated estimate VBN cord-328181-b2o05j3j 506 6 covid-19 covid-19 CD cord-328181-b2o05j3j 506 7 death death NN cord-328181-b2o05j3j 506 8 rates rate NNS cord-328181-b2o05j3j 506 9 in in IN cord-328181-b2o05j3j 506 10 rural rural JJ cord-328181-b2o05j3j 506 11 america america NNP cord-328181-b2o05j3j 506 12 Measuring measure VBG cord-328181-b2o05j3j 506 13 two two CD cord-328181-b2o05j3j 506 14 distinct distinct JJ cord-328181-b2o05j3j 506 15 psychological psychological JJ cord-328181-b2o05j3j 506 16 threats threat NNS cord-328181-b2o05j3j 506 17 of of IN cord-328181-b2o05j3j 506 18 covid-19 covid-19 CD cord-328181-b2o05j3j 506 19 and and CC cord-328181-b2o05j3j 506 20 their -PRON- PRP$ cord-328181-b2o05j3j 506 21 unique unique JJ cord-328181-b2o05j3j 506 22 impacts impact NNS cord-328181-b2o05j3j 506 23 on on IN cord-328181-b2o05j3j 506 24 wellbeing wellbeing NN cord-328181-b2o05j3j 506 25 and and CC cord-328181-b2o05j3j 506 26 adherence adherence NN cord-328181-b2o05j3j 506 27 to to IN cord-328181-b2o05j3j 506 28 public public JJ cord-328181-b2o05j3j 506 29 health health NN cord-328181-b2o05j3j 506 30 behaviors behavior NNS cord-328181-b2o05j3j 506 31 Health Health NNP cord-328181-b2o05j3j 506 32 security security NN cord-328181-b2o05j3j 506 33 capacities capacity NNS cord-328181-b2o05j3j 506 34 in in IN cord-328181-b2o05j3j 506 35 the the DT cord-328181-b2o05j3j 506 36 context context NN cord-328181-b2o05j3j 506 37 of of IN cord-328181-b2o05j3j 506 38 covid-19 covid-19 CD cord-328181-b2o05j3j 506 39 outbreak outbreak NN cord-328181-b2o05j3j 506 40 : : : cord-328181-b2o05j3j 506 41 an an DT cord-328181-b2o05j3j 506 42 analysis analysis NN cord-328181-b2o05j3j 506 43 of of IN cord-328181-b2o05j3j 506 44 international international JJ cord-328181-b2o05j3j 506 45 health health NN cord-328181-b2o05j3j 506 46 regulations regulation NNS cord-328181-b2o05j3j 506 47 annual annual JJ cord-328181-b2o05j3j 506 48 report report NN cord-328181-b2o05j3j 506 49 data datum NNS cord-328181-b2o05j3j 506 50 from from IN cord-328181-b2o05j3j 506 51 182 182 CD cord-328181-b2o05j3j 506 52 countries country NNS cord-328181-b2o05j3j 506 53 . . . cord-328181-b2o05j3j 507 1 The the DT cord-328181-b2o05j3j 507 2 Lancet Lancet NNP cord-328181-b2o05j3j 507 3 Projecting project VBG cord-328181-b2o05j3j 507 4 the the DT cord-328181-b2o05j3j 507 5 transmission transmission NN cord-328181-b2o05j3j 507 6 dynamics dynamic NNS cord-328181-b2o05j3j 507 7 of of IN cord-328181-b2o05j3j 507 8 sars sars NNP cord-328181-b2o05j3j 508 1 -cov-2 -cov-2 : cord-328181-b2o05j3j 508 2 through through IN cord-328181-b2o05j3j 508 3 the the DT cord-328181-b2o05j3j 508 4 postpandemic postpandemic JJ cord-328181-b2o05j3j 508 5 period period NN cord-328181-b2o05j3j 508 6 Aerosol Aerosol NNP cord-328181-b2o05j3j 508 7 filtration filtration NN cord-328181-b2o05j3j 508 8 efficiency efficiency NN cord-328181-b2o05j3j 508 9 of of IN cord-328181-b2o05j3j 508 10 common common JJ cord-328181-b2o05j3j 508 11 fabrics fabric NNS cord-328181-b2o05j3j 508 12 used use VBN cord-328181-b2o05j3j 508 13 in in IN cord-328181-b2o05j3j 508 14 respiratory respiratory JJ cord-328181-b2o05j3j 508 15 cloth cloth NN cord-328181-b2o05j3j 508 16 masks mask NNS cord-328181-b2o05j3j 508 17 Computer computer NN cord-328181-b2o05j3j 508 18 - - HYPH cord-328181-b2o05j3j 508 19 assisted assist VBN cord-328181-b2o05j3j 508 20 decision decision NN cord-328181-b2o05j3j 508 21 making making NN cord-328181-b2o05j3j 508 22 : : : cord-328181-b2o05j3j 509 1 Performance performance NN cord-328181-b2o05j3j 509 2 , , , cord-328181-b2o05j3j 509 3 beliefs belief NNS cord-328181-b2o05j3j 509 4 , , , cord-328181-b2o05j3j 509 5 and and CC cord-328181-b2o05j3j 509 6 the the DT cord-328181-b2o05j3j 509 7 illusion illusion NN cord-328181-b2o05j3j 509 8 of of IN cord-328181-b2o05j3j 509 9 control control NN cord-328181-b2o05j3j 509 10 Moore Moore NNP cord-328181-b2o05j3j 509 11 and and CC cord-328181-b2o05j3j 509 12 more more RBR cord-328181-b2o05j3j 509 13 and and CC cord-328181-b2o05j3j 509 14 symmetry symmetry VB cord-328181-b2o05j3j 509 15 The the DT cord-328181-b2o05j3j 509 16 impact impact NN cord-328181-b2o05j3j 509 17 of of IN cord-328181-b2o05j3j 509 18 covid-19 covid-19 NN cord-328181-b2o05j3j 509 19 on on IN cord-328181-b2o05j3j 509 20 us us NNP cord-328181-b2o05j3j 509 21 employment employment NN cord-328181-b2o05j3j 509 22 and and CC cord-328181-b2o05j3j 509 23 hours hour NNS cord-328181-b2o05j3j 509 24 : : : cord-328181-b2o05j3j 509 25 Real real JJ cord-328181-b2o05j3j 509 26 - - HYPH cord-328181-b2o05j3j 509 27 time time NN cord-328181-b2o05j3j 509 28 estimates estimate NNS cord-328181-b2o05j3j 509 29 with with IN cord-328181-b2o05j3j 509 30 homebase homebase NN cord-328181-b2o05j3j 509 31 data datum NNS cord-328181-b2o05j3j 509 32 Coping cope VBG cord-328181-b2o05j3j 509 33 with with IN cord-328181-b2o05j3j 509 34 the the DT cord-328181-b2o05j3j 509 35 wickedness wickedness NN cord-328181-b2o05j3j 509 36 of of IN cord-328181-b2o05j3j 509 37 public public JJ cord-328181-b2o05j3j 509 38 policy policy NN cord-328181-b2o05j3j 509 39 problems problem NNS cord-328181-b2o05j3j 509 40 : : : cord-328181-b2o05j3j 509 41 approaches approach NNS cord-328181-b2o05j3j 509 42 for for IN cord-328181-b2o05j3j 509 43 decision decision NN cord-328181-b2o05j3j 509 44 making make VBG cord-328181-b2o05j3j 509 45 under under IN cord-328181-b2o05j3j 509 46 deep deep JJ cord-328181-b2o05j3j 509 47 uncertainty uncertainty NN cord-328181-b2o05j3j 509 48 Effect effect NN cord-328181-b2o05j3j 509 49 of of IN cord-328181-b2o05j3j 509 50 non non JJ cord-328181-b2o05j3j 509 51 - - JJ cord-328181-b2o05j3j 509 52 pharmaceutical pharmaceutical JJ cord-328181-b2o05j3j 509 53 interventions intervention NNS cord-328181-b2o05j3j 509 54 to to TO cord-328181-b2o05j3j 509 55 contain contain VB cord-328181-b2o05j3j 509 56 covid-19 covid-19 NNP cord-328181-b2o05j3j 509 57 in in IN cord-328181-b2o05j3j 509 58 china china NNP cord-328181-b2o05j3j 509 59 Numba Numba NNP cord-328181-b2o05j3j 509 60 : : : cord-328181-b2o05j3j 510 1 A a DT cord-328181-b2o05j3j 510 2 llvm llvm NN cord-328181-b2o05j3j 510 3 - - HYPH cord-328181-b2o05j3j 510 4 based base VBN cord-328181-b2o05j3j 510 5 python python NNP cord-328181-b2o05j3j 510 6 jit jit NNP cord-328181-b2o05j3j 510 7 compiler compiler NN cord-328181-b2o05j3j 511 1 The the DT cord-328181-b2o05j3j 511 2 incubation incubation NN cord-328181-b2o05j3j 511 3 period period NN cord-328181-b2o05j3j 511 4 of of IN cord-328181-b2o05j3j 511 5 coronavirus coronavirus NN cord-328181-b2o05j3j 511 6 disease disease NN cord-328181-b2o05j3j 511 7 2019 2019 CD cord-328181-b2o05j3j 511 8 ( ( -LRB- cord-328181-b2o05j3j 511 9 covid-19 covid-19 NNP cord-328181-b2o05j3j 511 10 ) ) -RRB- cord-328181-b2o05j3j 511 11 from from IN cord-328181-b2o05j3j 511 12 publicly publicly RB cord-328181-b2o05j3j 511 13 reported report VBN cord-328181-b2o05j3j 511 14 confirmed confirm VBN cord-328181-b2o05j3j 511 15 cases case NNS cord-328181-b2o05j3j 511 16 : : : cord-328181-b2o05j3j 511 17 estimation estimation NN cord-328181-b2o05j3j 511 18 and and CC cord-328181-b2o05j3j 511 19 application application NN cord-328181-b2o05j3j 512 1 The the DT cord-328181-b2o05j3j 512 2 complexities complexity NNS cord-328181-b2o05j3j 512 3 of of IN cord-328181-b2o05j3j 512 4 agent agent NN cord-328181-b2o05j3j 512 5 - - HYPH cord-328181-b2o05j3j 512 6 based base VBN cord-328181-b2o05j3j 512 7 modeling modeling NN cord-328181-b2o05j3j 512 8 output output NN cord-328181-b2o05j3j 512 9 analysis analysis NN cord-328181-b2o05j3j 512 10 . . . cord-328181-b2o05j3j 513 1 The the DT cord-328181-b2o05j3j 513 2 journal journal NN cord-328181-b2o05j3j 513 3 of of IN cord-328181-b2o05j3j 513 4 artificial artificial JJ cord-328181-b2o05j3j 513 5 societies society NNS cord-328181-b2o05j3j 513 6 and and CC cord-328181-b2o05j3j 513 7 social social JJ cord-328181-b2o05j3j 513 8 simulation simulation NN cord-328181-b2o05j3j 513 9 Scientific scientific JJ cord-328181-b2o05j3j 513 10 and and CC cord-328181-b2o05j3j 513 11 ethical ethical JJ cord-328181-b2o05j3j 513 12 basis basis NN cord-328181-b2o05j3j 513 13 for for IN cord-328181-b2o05j3j 513 14 social social JJ cord-328181-b2o05j3j 513 15 - - HYPH cord-328181-b2o05j3j 513 16 distancing distance VBG cord-328181-b2o05j3j 513 17 interventions intervention NNS cord-328181-b2o05j3j 513 18 against against IN cord-328181-b2o05j3j 513 19 covid-19 covid-19 CD cord-328181-b2o05j3j 513 20 . . . cord-328181-b2o05j3j 514 1 The the DT cord-328181-b2o05j3j 514 2 Lancet Lancet NNP cord-328181-b2o05j3j 514 3 . . . cord-328181-b2o05j3j 515 1 Infectious infectious JJ cord-328181-b2o05j3j 515 2 diseases disease NNS cord-328181-b2o05j3j 515 3 Long long JJ cord-328181-b2o05j3j 515 4 - - HYPH cord-328181-b2o05j3j 515 5 time time NN cord-328181-b2o05j3j 515 6 behavior behavior NN cord-328181-b2o05j3j 515 7 of of IN cord-328181-b2o05j3j 515 8 a a DT cord-328181-b2o05j3j 515 9 stochastic stochastic JJ cord-328181-b2o05j3j 515 10 sir sir NN cord-328181-b2o05j3j 515 11 model model NN cord-328181-b2o05j3j 515 12 Fractional fractional JJ cord-328181-b2o05j3j 515 13 state state NN cord-328181-b2o05j3j 515 14 space space NN cord-328181-b2o05j3j 515 15 analysis analysis NN cord-328181-b2o05j3j 515 16 of of IN cord-328181-b2o05j3j 515 17 economic economic JJ cord-328181-b2o05j3j 515 18 systems system NNS cord-328181-b2o05j3j 516 1 The the DT cord-328181-b2o05j3j 516 2 cost cost NN cord-328181-b2o05j3j 516 3 of of IN cord-328181-b2o05j3j 516 4 covid-19 covid-19 NN cord-328181-b2o05j3j 516 5 : : : cord-328181-b2o05j3j 516 6 A a DT cord-328181-b2o05j3j 516 7 rough rough JJ cord-328181-b2o05j3j 516 8 estimate estimate NN cord-328181-b2o05j3j 516 9 of of IN cord-328181-b2o05j3j 516 10 the the DT cord-328181-b2o05j3j 516 11 2020 2020 CD cord-328181-b2o05j3j 516 12 us us NNP cord-328181-b2o05j3j 516 13 gdp gdp NNP cord-328181-b2o05j3j 516 14 impact impact NN cord-328181-b2o05j3j 516 15 . . . cord-328181-b2o05j3j 517 1 Special Special NNP cord-328181-b2o05j3j 517 2 Edition Edition NNP cord-328181-b2o05j3j 517 3 Policy Policy NNP cord-328181-b2o05j3j 517 4 Brief Brief NNP cord-328181-b2o05j3j 518 1 Exploring explore VBG cord-328181-b2o05j3j 518 2 synthetic synthetic JJ cord-328181-b2o05j3j 518 3 mass mass NN cord-328181-b2o05j3j 518 4 action action NN cord-328181-b2o05j3j 518 5 models model NNS cord-328181-b2o05j3j 518 6 Covid-19 covid-19 VBP cord-328181-b2o05j3j 518 7 , , , cord-328181-b2o05j3j 518 8 risk risk NN cord-328181-b2o05j3j 518 9 , , , cord-328181-b2o05j3j 518 10 fear fear NN cord-328181-b2o05j3j 518 11 , , , cord-328181-b2o05j3j 518 12 and and CC cord-328181-b2o05j3j 518 13 fall fall NN cord-328181-b2o05j3j 518 14 - - HYPH cord-328181-b2o05j3j 518 15 out out RP cord-328181-b2o05j3j 518 16 Mesa Mesa NNP cord-328181-b2o05j3j 518 17 : : : cord-328181-b2o05j3j 518 18 an an DT cord-328181-b2o05j3j 518 19 agent agent NN cord-328181-b2o05j3j 518 20 - - HYPH cord-328181-b2o05j3j 518 21 based base VBN cord-328181-b2o05j3j 518 22 modeling modeling NN cord-328181-b2o05j3j 518 23 framework framework NN cord-328181-b2o05j3j 518 24 3 3 CD cord-328181-b2o05j3j 518 25 the the DT cord-328181-b2o05j3j 518 26 economic economic JJ cord-328181-b2o05j3j 518 27 impact impact NN cord-328181-b2o05j3j 518 28 of of IN cord-328181-b2o05j3j 518 29 covid-19 covid-19 NNP cord-328181-b2o05j3j 518 30 The the DT cord-328181-b2o05j3j 518 31 global global JJ cord-328181-b2o05j3j 518 32 macroeconomic macroeconomic JJ cord-328181-b2o05j3j 518 33 impacts impact NNS cord-328181-b2o05j3j 518 34 of of IN cord-328181-b2o05j3j 518 35 covid-19 covid-19 CD cord-328181-b2o05j3j 518 36 : : : cord-328181-b2o05j3j 518 37 Seven seven CD cord-328181-b2o05j3j 518 38 scenarios scenario NNS cord-328181-b2o05j3j 518 39 Air air NN cord-328181-b2o05j3j 518 40 raid raid NN cord-328181-b2o05j3j 518 41 shelter shelter NN cord-328181-b2o05j3j 518 42 policy policy NN cord-328181-b2o05j3j 518 43 and and CC cord-328181-b2o05j3j 518 44 its -PRON- PRP$ cord-328181-b2o05j3j 518 45 critics critic NNS cord-328181-b2o05j3j 518 46 in in IN cord-328181-b2o05j3j 518 47 britain britain NNP cord-328181-b2o05j3j 518 48 before before IN cord-328181-b2o05j3j 518 49 the the DT cord-328181-b2o05j3j 518 50 second second JJ cord-328181-b2o05j3j 518 51 world world NNP cord-328181-b2o05j3j 518 52 war war NNP cord-328181-b2o05j3j 518 53 Public public JJ cord-328181-b2o05j3j 518 54 value value NN cord-328181-b2o05j3j 518 55 inside inside RB cord-328181-b2o05j3j 518 56 : : : cord-328181-b2o05j3j 519 1 What what WP cord-328181-b2o05j3j 519 2 is be VBZ cord-328181-b2o05j3j 519 3 public public JJ cord-328181-b2o05j3j 519 4 value value NN cord-328181-b2o05j3j 519 5 creation creation NN cord-328181-b2o05j3j 519 6 ? ? . cord-328181-b2o05j3j 520 1 Correlation correlation NN cord-328181-b2o05j3j 520 2 between between IN cord-328181-b2o05j3j 520 3 universal universal JJ cord-328181-b2o05j3j 520 4 bcg bcg NNP cord-328181-b2o05j3j 520 5 vaccination vaccination NN cord-328181-b2o05j3j 520 6 policy policy NN cord-328181-b2o05j3j 520 7 and and CC cord-328181-b2o05j3j 520 8 reduced reduce VBN cord-328181-b2o05j3j 520 9 morbidity morbidity NN cord-328181-b2o05j3j 520 10 and and CC cord-328181-b2o05j3j 520 11 mortality mortality NN cord-328181-b2o05j3j 520 12 for for IN cord-328181-b2o05j3j 520 13 covid-19 covid-19 NNP cord-328181-b2o05j3j 520 14 : : : cord-328181-b2o05j3j 520 15 an an DT cord-328181-b2o05j3j 520 16 epidemiological epidemiological JJ cord-328181-b2o05j3j 520 17 study study NN cord-328181-b2o05j3j 520 18 The the DT cord-328181-b2o05j3j 520 19 world world NN cord-328181-b2o05j3j 521 1 after after IN cord-328181-b2o05j3j 521 2 covid-19 covid-19 NNP cord-328181-b2o05j3j 521 3 and and CC cord-328181-b2o05j3j 521 4 its -PRON- PRP$ cord-328181-b2o05j3j 521 5 impact impact NN cord-328181-b2o05j3j 521 6 on on IN cord-328181-b2o05j3j 521 7 global global JJ cord-328181-b2o05j3j 521 8 economy economy NN cord-328181-b2o05j3j 522 1 The the DT cord-328181-b2o05j3j 522 2 quantity quantity NN cord-328181-b2o05j3j 522 3 theory theory NN cord-328181-b2o05j3j 522 4 of of IN cord-328181-b2o05j3j 522 5 the the DT cord-328181-b2o05j3j 522 6 value value NN cord-328181-b2o05j3j 522 7 of of IN cord-328181-b2o05j3j 522 8 money money NN cord-328181-b2o05j3j 522 9 Estimating estimate VBG cord-328181-b2o05j3j 522 10 the the DT cord-328181-b2o05j3j 522 11 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 522 12 proportion proportion NN cord-328181-b2o05j3j 522 13 of of IN cord-328181-b2o05j3j 522 14 coronavirus coronavirus NN cord-328181-b2o05j3j 522 15 disease disease NN cord-328181-b2o05j3j 522 16 2019 2019 CD cord-328181-b2o05j3j 522 17 ( ( -LRB- cord-328181-b2o05j3j 522 18 covid-19 covid-19 NNP cord-328181-b2o05j3j 522 19 ) ) -RRB- cord-328181-b2o05j3j 522 20 cases case NNS cord-328181-b2o05j3j 522 21 on on IN cord-328181-b2o05j3j 522 22 board board NN cord-328181-b2o05j3j 522 23 the the DT cord-328181-b2o05j3j 522 24 diamond diamond NNP cord-328181-b2o05j3j 522 25 princess princess NNP cord-328181-b2o05j3j 522 26 cruise cruise NN cord-328181-b2o05j3j 522 27 ship ship NN cord-328181-b2o05j3j 522 28 , , , cord-328181-b2o05j3j 522 29 yokohama yokohama NNP cord-328181-b2o05j3j 522 30 , , , cord-328181-b2o05j3j 522 31 japan japan NNP cord-328181-b2o05j3j 522 32 Projecting project VBG cord-328181-b2o05j3j 522 33 hospital hospital NN cord-328181-b2o05j3j 522 34 utilization utilization NN cord-328181-b2o05j3j 522 35 during during IN cord-328181-b2o05j3j 522 36 the the DT cord-328181-b2o05j3j 522 37 covid-19 covid-19 CD cord-328181-b2o05j3j 522 38 outbreaks outbreak NNS cord-328181-b2o05j3j 522 39 in in IN cord-328181-b2o05j3j 522 40 the the DT cord-328181-b2o05j3j 522 41 united united NNP cord-328181-b2o05j3j 522 42 states states NNP cord-328181-b2o05j3j 522 43 Controlling control VBG cord-328181-b2o05j3j 522 44 the the DT cord-328181-b2o05j3j 522 45 transmission transmission NN cord-328181-b2o05j3j 522 46 dynamics dynamic NNS cord-328181-b2o05j3j 522 47 of of IN cord-328181-b2o05j3j 522 48 covid-19 covid-19 NNP cord-328181-b2o05j3j 522 49 Generalized Generalized NNP cord-328181-b2o05j3j 522 50 degree degree NN cord-328181-b2o05j3j 522 51 and and CC cord-328181-b2o05j3j 522 52 nonlinear nonlinear JJ cord-328181-b2o05j3j 522 53 problems problem NNS cord-328181-b2o05j3j 522 54 Quarantine quarantine VB cord-328181-b2o05j3j 522 55 alone alone RB cord-328181-b2o05j3j 522 56 or or CC cord-328181-b2o05j3j 522 57 in in IN cord-328181-b2o05j3j 522 58 combination combination NN cord-328181-b2o05j3j 522 59 with with IN cord-328181-b2o05j3j 522 60 other other JJ cord-328181-b2o05j3j 522 61 public public JJ cord-328181-b2o05j3j 522 62 health health NN cord-328181-b2o05j3j 522 63 measures measure NNS cord-328181-b2o05j3j 522 64 to to TO cord-328181-b2o05j3j 522 65 control control VB cord-328181-b2o05j3j 522 66 covid-19 covid-19 NNP cord-328181-b2o05j3j 522 67 : : : cord-328181-b2o05j3j 522 68 a a DT cord-328181-b2o05j3j 522 69 rapid rapid JJ cord-328181-b2o05j3j 522 70 review review NN cord-328181-b2o05j3j 523 1 The the DT cord-328181-b2o05j3j 523 2 covid-19 covid-19 CD cord-328181-b2o05j3j 523 3 pandemic pandemic NN cord-328181-b2o05j3j 523 4 in in IN cord-328181-b2o05j3j 523 5 the the DT cord-328181-b2o05j3j 523 6 us us NNP cord-328181-b2o05j3j 523 7 : : : cord-328181-b2o05j3j 523 8 a a DT cord-328181-b2o05j3j 523 9 clinical clinical JJ cord-328181-b2o05j3j 523 10 update update NN cord-328181-b2o05j3j 523 11 World World NNP cord-328181-b2o05j3j 523 12 Health Health NNP cord-328181-b2o05j3j 523 13 Organization Organization NNP cord-328181-b2o05j3j 523 14 et et NNP cord-328181-b2o05j3j 523 15 al al NNP cord-328181-b2o05j3j 523 16 . . . cord-328181-b2o05j3j 524 1 Laboratory laboratory NN cord-328181-b2o05j3j 524 2 testing testing NN cord-328181-b2o05j3j 524 3 for for IN cord-328181-b2o05j3j 524 4 coronavirus coronavirus NN cord-328181-b2o05j3j 524 5 disease disease NN cord-328181-b2o05j3j 524 6 ( ( -LRB- cord-328181-b2o05j3j 524 7 covid-19 covid-19 NNP cord-328181-b2o05j3j 524 8 ) ) -RRB- cord-328181-b2o05j3j 524 9 in in IN cord-328181-b2o05j3j 524 10 suspected suspect VBN cord-328181-b2o05j3j 524 11 human human JJ cord-328181-b2o05j3j 524 12 cases case NNS cord-328181-b2o05j3j 524 13 : : : cord-328181-b2o05j3j 524 14 interim interim JJ cord-328181-b2o05j3j 524 15 guidance guidance NN cord-328181-b2o05j3j 525 1 Will Will MD cord-328181-b2o05j3j 525 2 we -PRON- PRP cord-328181-b2o05j3j 525 3 see see VB cord-328181-b2o05j3j 525 4 protection protection NN cord-328181-b2o05j3j 525 5 or or CC cord-328181-b2o05j3j 525 6 reinfection reinfection NN cord-328181-b2o05j3j 525 7 in in IN cord-328181-b2o05j3j 525 8 covid-19 covid-19 NN cord-328181-b2o05j3j 525 9 ? ? . cord-328181-b2o05j3j 526 1 Abloom abloom JJ cord-328181-b2o05j3j 526 2 : : : cord-328181-b2o05j3j 526 3 Location location NN cord-328181-b2o05j3j 526 4 behaviour behaviour NN cord-328181-b2o05j3j 526 5 , , , cord-328181-b2o05j3j 526 6 spatial spatial JJ cord-328181-b2o05j3j 526 7 patterns pattern NNS cord-328181-b2o05j3j 526 8 , , , cord-328181-b2o05j3j 526 9 and and CC cord-328181-b2o05j3j 526 10 agent agent NN cord-328181-b2o05j3j 526 11 - - HYPH cord-328181-b2o05j3j 526 12 based base VBN cord-328181-b2o05j3j 526 13 modelling modelling NN cord-328181-b2o05j3j 526 14 Intensive intensive JJ cord-328181-b2o05j3j 526 15 care care NN cord-328181-b2o05j3j 526 16 management management NN cord-328181-b2o05j3j 526 17 of of IN cord-328181-b2o05j3j 526 18 coronavirus coronavirus NN cord-328181-b2o05j3j 526 19 disease disease NNP cord-328181-b2o05j3j 526 20 2019 2019 CD cord-328181-b2o05j3j 526 21 ( ( -LRB- cord-328181-b2o05j3j 526 22 covid-19 covid-19 NNP cord-328181-b2o05j3j 526 23 ) ) -RRB- cord-328181-b2o05j3j 526 24 : : : cord-328181-b2o05j3j 526 25 challenges challenge NNS cord-328181-b2o05j3j 526 26 and and CC cord-328181-b2o05j3j 526 27 recommendations recommendation NNS cord-328181-b2o05j3j 526 28 . . . cord-328181-b2o05j3j 527 1 The the DT cord-328181-b2o05j3j 527 2 Lancet Lancet NNP cord-328181-b2o05j3j 527 3 Respiratory Respiratory NNP cord-328181-b2o05j3j 527 4 Medicine medicine NN cord-328181-b2o05j3j 527 5 Structural structural JJ cord-328181-b2o05j3j 527 6 urbanism urbanism NN cord-328181-b2o05j3j 527 7 contributes contribute VBZ cord-328181-b2o05j3j 527 8 to to IN cord-328181-b2o05j3j 527 9 poorer poor JJR cord-328181-b2o05j3j 527 10 health health NN cord-328181-b2o05j3j 527 11 outcomes outcome NNS cord-328181-b2o05j3j 527 12 for for IN cord-328181-b2o05j3j 527 13 rural rural JJ cord-328181-b2o05j3j 527 14 america america NNP cord-328181-b2o05j3j 527 15 Heterogeneity Heterogeneity NNP cord-328181-b2o05j3j 527 16 and and CC cord-328181-b2o05j3j 527 17 network network NN cord-328181-b2o05j3j 527 18 structure structure NN cord-328181-b2o05j3j 527 19 in in IN cord-328181-b2o05j3j 527 20 the the DT cord-328181-b2o05j3j 527 21 dynamics dynamic NNS cord-328181-b2o05j3j 527 22 of of IN cord-328181-b2o05j3j 527 23 diffusion diffusion NN cord-328181-b2o05j3j 527 24 : : : cord-328181-b2o05j3j 527 25 Comparing compare VBG cord-328181-b2o05j3j 527 26 agent agent NN cord-328181-b2o05j3j 527 27 - - HYPH cord-328181-b2o05j3j 527 28 based base VBN cord-328181-b2o05j3j 527 29 and and CC cord-328181-b2o05j3j 527 30 differential differential JJ cord-328181-b2o05j3j 527 31 equation equation NN cord-328181-b2o05j3j 527 32 models model VBZ cord-328181-b2o05j3j 527 33 Moral moral JJ cord-328181-b2o05j3j 527 34 decision decision NN cord-328181-b2o05j3j 527 35 - - HYPH cord-328181-b2o05j3j 527 36 making make VBG cord-328181-b2o05j3j 527 37 and and CC cord-328181-b2o05j3j 527 38 mental mental JJ cord-328181-b2o05j3j 527 39 health health NN cord-328181-b2o05j3j 527 40 during during IN cord-328181-b2o05j3j 527 41 the the DT cord-328181-b2o05j3j 527 42 covid-19 covid-19 CD cord-328181-b2o05j3j 527 43 pandemic pandemic NN cord-328181-b2o05j3j 527 44 Estimating estimate VBG cord-328181-b2o05j3j 527 45 the the DT cord-328181-b2o05j3j 527 46 infection infection NN cord-328181-b2o05j3j 527 47 and and CC cord-328181-b2o05j3j 527 48 case case NN cord-328181-b2o05j3j 527 49 fatality fatality NN cord-328181-b2o05j3j 527 50 ratio ratio NN cord-328181-b2o05j3j 527 51 for for IN cord-328181-b2o05j3j 527 52 coronavirus coronavirus NN cord-328181-b2o05j3j 527 53 disease disease NN cord-328181-b2o05j3j 527 54 ( ( -LRB- cord-328181-b2o05j3j 527 55 covid-19 covid-19 NNP cord-328181-b2o05j3j 527 56 ) ) -RRB- cord-328181-b2o05j3j 527 57 using use VBG cord-328181-b2o05j3j 527 58 age age NN cord-328181-b2o05j3j 527 59 - - HYPH cord-328181-b2o05j3j 527 60 adjusted adjust VBN cord-328181-b2o05j3j 527 61 data datum NNS cord-328181-b2o05j3j 527 62 from from IN cord-328181-b2o05j3j 527 63 the the DT cord-328181-b2o05j3j 527 64 outbreak outbreak NN cord-328181-b2o05j3j 527 65 on on IN cord-328181-b2o05j3j 527 66 the the DT cord-328181-b2o05j3j 527 67 diamond diamond NN cord-328181-b2o05j3j 527 68 princess princess NN cord-328181-b2o05j3j 527 69 cruise cruise NN cord-328181-b2o05j3j 527 70 ship ship NN cord-328181-b2o05j3j 527 71 Covid-19 Covid-19 NNP cord-328181-b2o05j3j 527 72 epidemic epidemic NN cord-328181-b2o05j3j 527 73 in in IN cord-328181-b2o05j3j 527 74 switzerland switzerland NNP cord-328181-b2o05j3j 527 75 : : : cord-328181-b2o05j3j 527 76 on on IN cord-328181-b2o05j3j 527 77 the the DT cord-328181-b2o05j3j 527 78 importance importance NN cord-328181-b2o05j3j 527 79 of of IN cord-328181-b2o05j3j 527 80 testing testing NN cord-328181-b2o05j3j 527 81 , , , cord-328181-b2o05j3j 527 82 contact contact NN cord-328181-b2o05j3j 527 83 tracing tracing NN cord-328181-b2o05j3j 527 84 and and CC cord-328181-b2o05j3j 527 85 isolation isolation NN cord-328181-b2o05j3j 527 86 Extending extend VBG cord-328181-b2o05j3j 527 87 the the DT cord-328181-b2o05j3j 527 88 sir sir NNP cord-328181-b2o05j3j 527 89 epidemic epidemic NN cord-328181-b2o05j3j 527 90 model model NN cord-328181-b2o05j3j 527 91 Modelling Modelling NNP cord-328181-b2o05j3j 527 92 sir sir NN cord-328181-b2o05j3j 527 93 - - HYPH cord-328181-b2o05j3j 527 94 type type NN cord-328181-b2o05j3j 527 95 epidemics epidemic NNS cord-328181-b2o05j3j 527 96 by by IN cord-328181-b2o05j3j 527 97 odes ode NNS cord-328181-b2o05j3j 527 98 , , , cord-328181-b2o05j3j 527 99 pdes pde NNS cord-328181-b2o05j3j 527 100 , , , cord-328181-b2o05j3j 527 101 difference difference NN cord-328181-b2o05j3j 527 102 equations equation NNS cord-328181-b2o05j3j 527 103 and and CC cord-328181-b2o05j3j 527 104 cellular cellular JJ cord-328181-b2o05j3j 527 105 automata automata NN cord-328181-b2o05j3j 527 106 - - : cord-328181-b2o05j3j 527 107 a a DT cord-328181-b2o05j3j 527 108 comparative comparative JJ cord-328181-b2o05j3j 527 109 study study NN cord-328181-b2o05j3j 528 1 Fast fast JJ cord-328181-b2o05j3j 528 2 numerical numerical JJ cord-328181-b2o05j3j 528 3 computations computation NNS cord-328181-b2o05j3j 528 4 with with IN cord-328181-b2o05j3j 528 5 cython cython NN cord-328181-b2o05j3j 528 6 Covid-19 Covid-19 NNP cord-328181-b2o05j3j 528 7 infection infection NN cord-328181-b2o05j3j 528 8 : : : cord-328181-b2o05j3j 529 1 the the DT cord-328181-b2o05j3j 529 2 perspectives perspective NNS cord-328181-b2o05j3j 529 3 on on IN cord-328181-b2o05j3j 529 4 immune immune JJ cord-328181-b2o05j3j 529 5 responses response NNS cord-328181-b2o05j3j 529 6 Forecasting forecasting NN cord-328181-b2o05j3j 529 7 models model NNS cord-328181-b2o05j3j 529 8 for for IN cord-328181-b2o05j3j 529 9 coronavirus coronavirus NN cord-328181-b2o05j3j 529 10 disease disease NN cord-328181-b2o05j3j 529 11 ( ( -LRB- cord-328181-b2o05j3j 529 12 covid-19 covid-19 NNP cord-328181-b2o05j3j 529 13 ) ) -RRB- cord-328181-b2o05j3j 529 14 : : : cord-328181-b2o05j3j 529 15 A a DT cord-328181-b2o05j3j 529 16 survey survey NN cord-328181-b2o05j3j 529 17 of of IN cord-328181-b2o05j3j 529 18 the the DT cord-328181-b2o05j3j 529 19 stateof stateof NN cord-328181-b2o05j3j 529 20 - - HYPH cord-328181-b2o05j3j 529 21 the the DT cord-328181-b2o05j3j 529 22 - - HYPH cord-328181-b2o05j3j 529 23 art art NN cord-328181-b2o05j3j 529 24 Mathematical mathematical JJ cord-328181-b2o05j3j 529 25 modeling modeling NN cord-328181-b2o05j3j 529 26 of of IN cord-328181-b2o05j3j 529 27 infectious infectious JJ cord-328181-b2o05j3j 529 28 disease disease NN cord-328181-b2o05j3j 529 29 dynamics dynamic NNS cord-328181-b2o05j3j 529 30 Only only RB cord-328181-b2o05j3j 529 31 strict strict JJ cord-328181-b2o05j3j 529 32 quarantine quarantine NN cord-328181-b2o05j3j 529 33 measures measure NNS cord-328181-b2o05j3j 529 34 can can MD cord-328181-b2o05j3j 529 35 curb curb VB cord-328181-b2o05j3j 529 36 the the DT cord-328181-b2o05j3j 529 37 coronavirus coronavirus NN cord-328181-b2o05j3j 529 38 disease disease NN cord-328181-b2o05j3j 529 39 ( ( -LRB- cord-328181-b2o05j3j 529 40 covid-19 covid-19 NNP cord-328181-b2o05j3j 529 41 ) ) -RRB- cord-328181-b2o05j3j 529 42 outbreak outbreak NN cord-328181-b2o05j3j 529 43 in in IN cord-328181-b2o05j3j 529 44 italy italy NNP cord-328181-b2o05j3j 529 45 Covid-19 Covid-19 NNP cord-328181-b2o05j3j 529 46 : : : cord-328181-b2o05j3j 529 47 epidemiology epidemiology NN cord-328181-b2o05j3j 529 48 , , , cord-328181-b2o05j3j 529 49 evolution evolution NN cord-328181-b2o05j3j 529 50 , , , cord-328181-b2o05j3j 529 51 and and CC cord-328181-b2o05j3j 529 52 cross cross JJ cord-328181-b2o05j3j 529 53 - - JJ cord-328181-b2o05j3j 529 54 disciplinary disciplinary JJ cord-328181-b2o05j3j 529 55 perspectives perspective NNS cord-328181-b2o05j3j 530 1 Long long JJ cord-328181-b2o05j3j 530 2 and and CC cord-328181-b2o05j3j 530 3 short short JJ cord-328181-b2o05j3j 530 4 memory memory NN cord-328181-b2o05j3j 530 5 in in IN cord-328181-b2o05j3j 530 6 economics economic NNS cord-328181-b2o05j3j 530 7 : : : cord-328181-b2o05j3j 530 8 fractional fractional JJ cord-328181-b2o05j3j 530 9 - - HYPH cord-328181-b2o05j3j 530 10 order order NN cord-328181-b2o05j3j 530 11 difference difference NN cord-328181-b2o05j3j 530 12 and and CC cord-328181-b2o05j3j 530 13 differentiation differentiation NN cord-328181-b2o05j3j 530 14 Fractional fractional JJ cord-328181-b2o05j3j 530 15 calculus calculus NN cord-328181-b2o05j3j 530 16 in in IN cord-328181-b2o05j3j 530 17 economic economic JJ cord-328181-b2o05j3j 530 18 growth growth NN cord-328181-b2o05j3j 530 19 modeling modeling NN cord-328181-b2o05j3j 530 20 . . . cord-328181-b2o05j3j 531 1 the the DT cord-328181-b2o05j3j 531 2 portuguese portuguese JJ cord-328181-b2o05j3j 531 3 case case NN cord-328181-b2o05j3j 532 1 The the DT cord-328181-b2o05j3j 532 2 benefits benefit NNS cord-328181-b2o05j3j 532 3 and and CC cord-328181-b2o05j3j 532 4 costs cost NNS cord-328181-b2o05j3j 532 5 of of IN cord-328181-b2o05j3j 532 6 using use VBG cord-328181-b2o05j3j 532 7 social social JJ cord-328181-b2o05j3j 532 8 distancing distancing NN cord-328181-b2o05j3j 532 9 to to TO cord-328181-b2o05j3j 532 10 flatten flatten VB cord-328181-b2o05j3j 532 11 the the DT cord-328181-b2o05j3j 532 12 curve curve NN cord-328181-b2o05j3j 532 13 for for IN cord-328181-b2o05j3j 532 14 covid-19 covid-19 NNP cord-328181-b2o05j3j 532 15 Molecular Molecular NNP cord-328181-b2o05j3j 532 16 basis basis NN cord-328181-b2o05j3j 532 17 of of IN cord-328181-b2o05j3j 532 18 covid-19 covid-19 CD cord-328181-b2o05j3j 532 19 relationships relationship NNS cord-328181-b2o05j3j 532 20 in in IN cord-328181-b2o05j3j 532 21 different different JJ cord-328181-b2o05j3j 532 22 species specie NNS cord-328181-b2o05j3j 532 23 : : : cord-328181-b2o05j3j 532 24 a a DT cord-328181-b2o05j3j 532 25 one one CD cord-328181-b2o05j3j 532 26 health health NN cord-328181-b2o05j3j 532 27 perspective perspective NN cord-328181-b2o05j3j 532 28 . . . cord-328181-b2o05j3j 533 1 Microbes microbe NNS cord-328181-b2o05j3j 533 2 and and CC cord-328181-b2o05j3j 533 3 Infection Infection NNP cord-328181-b2o05j3j 533 4 Susceptible susceptible JJ cord-328181-b2o05j3j 533 5 - - HYPH cord-328181-b2o05j3j 533 6 infected infect VBN cord-328181-b2o05j3j 533 7 - - HYPH cord-328181-b2o05j3j 533 8 recovered recovered JJ cord-328181-b2o05j3j 533 9 ( ( -LRB- cord-328181-b2o05j3j 533 10 sir sir NN cord-328181-b2o05j3j 533 11 ) ) -RRB- cord-328181-b2o05j3j 533 12 dynamics dynamic NNS cord-328181-b2o05j3j 533 13 of of IN cord-328181-b2o05j3j 533 14 covid-19 covid-19 NNP cord-328181-b2o05j3j 533 15 and and CC cord-328181-b2o05j3j 533 16 economic economic JJ cord-328181-b2o05j3j 533 17 impact impact NN cord-328181-b2o05j3j 533 18 Stability stability NN cord-328181-b2o05j3j 533 19 of of IN cord-328181-b2o05j3j 533 20 a a DT cord-328181-b2o05j3j 533 21 stochastic stochastic JJ cord-328181-b2o05j3j 533 22 sir sir NN cord-328181-b2o05j3j 533 23 system system NN cord-328181-b2o05j3j 533 24 Scipy Scipy NNP cord-328181-b2o05j3j 533 25 1.0 1.0 CD cord-328181-b2o05j3j 533 26 : : : cord-328181-b2o05j3j 533 27 fundamental fundamental JJ cord-328181-b2o05j3j 533 28 algorithms algorithm NNS cord-328181-b2o05j3j 533 29 for for IN cord-328181-b2o05j3j 533 30 scientific scientific JJ cord-328181-b2o05j3j 533 31 computing computing NN cord-328181-b2o05j3j 533 32 in in IN cord-328181-b2o05j3j 533 33 python python NNP cord-328181-b2o05j3j 533 34 Positive Positive NNP cord-328181-b2o05j3j 533 35 rt rt NNP cord-328181-b2o05j3j 533 36 - - HYPH cord-328181-b2o05j3j 533 37 pcr pcr NN cord-328181-b2o05j3j 533 38 test test NN cord-328181-b2o05j3j 533 39 results result NNS cord-328181-b2o05j3j 533 40 in in IN cord-328181-b2o05j3j 533 41 discharged discharge VBN cord-328181-b2o05j3j 533 42 covid-19 covid-19 NN cord-328181-b2o05j3j 533 43 patients patient NNS cord-328181-b2o05j3j 533 44 : : : cord-328181-b2o05j3j 533 45 Reinfection reinfection NN cord-328181-b2o05j3j 533 46 or or CC cord-328181-b2o05j3j 533 47 residual residual JJ cord-328181-b2o05j3j 533 48 ? ? . cord-328181-b2o05j3j 534 1 Can Can MD cord-328181-b2o05j3j 534 2 we -PRON- PRP cord-328181-b2o05j3j 534 3 contain contain VB cord-328181-b2o05j3j 534 4 the the DT cord-328181-b2o05j3j 534 5 covid-19 covid-19 CD cord-328181-b2o05j3j 534 6 outbreak outbreak NN cord-328181-b2o05j3j 534 7 with with IN cord-328181-b2o05j3j 534 8 the the DT cord-328181-b2o05j3j 534 9 same same JJ cord-328181-b2o05j3j 534 10 measures measure NNS cord-328181-b2o05j3j 534 11 as as IN cord-328181-b2o05j3j 534 12 for for IN cord-328181-b2o05j3j 534 13 sars sars NNP cord-328181-b2o05j3j 534 14 ? ? . cord-328181-b2o05j3j 535 1 Epidemic epidemic NN cord-328181-b2o05j3j 535 2 waves wave NNS cord-328181-b2o05j3j 535 3 of of IN cord-328181-b2o05j3j 535 4 a a DT cord-328181-b2o05j3j 535 5 spatial spatial JJ cord-328181-b2o05j3j 535 6 sir sir NN cord-328181-b2o05j3j 535 7 model model NN cord-328181-b2o05j3j 535 8 in in IN cord-328181-b2o05j3j 535 9 combination combination NN cord-328181-b2o05j3j 535 10 with with IN cord-328181-b2o05j3j 535 11 random random JJ cord-328181-b2o05j3j 535 12 dispersal dispersal NN cord-328181-b2o05j3j 535 13 and and CC cord-328181-b2o05j3j 535 14 non non JJ cord-328181-b2o05j3j 535 15 - - JJ cord-328181-b2o05j3j 535 16 local local JJ cord-328181-b2o05j3j 535 17 dispersal dispersal NN cord-328181-b2o05j3j 535 18 Estimating estimate VBG cord-328181-b2o05j3j 535 19 clinical clinical JJ cord-328181-b2o05j3j 535 20 severity severity NN cord-328181-b2o05j3j 535 21 of of IN cord-328181-b2o05j3j 535 22 covid-19 covid-19 NN cord-328181-b2o05j3j 535 23 from from IN cord-328181-b2o05j3j 535 24 the the DT cord-328181-b2o05j3j 535 25 transmission transmission NN cord-328181-b2o05j3j 535 26 dynamics dynamic NNS cord-328181-b2o05j3j 535 27 in in IN cord-328181-b2o05j3j 535 28 wuhan wuhan NNP cord-328181-b2o05j3j 535 29 , , , cord-328181-b2o05j3j 535 30 china china NNP cord-328181-b2o05j3j 535 31 A a DT cord-328181-b2o05j3j 535 32 cybernetics cybernetics NN cord-328181-b2o05j3j 535 33 - - HYPH cord-328181-b2o05j3j 535 34 based base VBN cord-328181-b2o05j3j 535 35 dynamic dynamic JJ cord-328181-b2o05j3j 535 36 infection infection NN cord-328181-b2o05j3j 535 37 model model NN cord-328181-b2o05j3j 535 38 for for IN cord-328181-b2o05j3j 535 39 analyzing analyze VBG cord-328181-b2o05j3j 535 40 sars sars NNP cord-328181-b2o05j3j 535 41 - - HYPH cord-328181-b2o05j3j 535 42 cov-2 cov-2 CD cord-328181-b2o05j3j 535 43 infection infection NN cord-328181-b2o05j3j 535 44 stability stability NN cord-328181-b2o05j3j 535 45 and and CC cord-328181-b2o05j3j 535 46 predicting predict VBG cord-328181-b2o05j3j 535 47 uncontrollable uncontrollable JJ cord-328181-b2o05j3j 535 48 risks risk NNS cord-328181-b2o05j3j 535 49 . . . cord-328181-b2o05j3j 536 1 medRxiv medRxiv NNS cord-328181-b2o05j3j 536 2 Taking take VBG cord-328181-b2o05j3j 536 3 the the DT cord-328181-b2o05j3j 536 4 right right JJ cord-328181-b2o05j3j 536 5 measures measure NNS cord-328181-b2o05j3j 536 6 to to TO cord-328181-b2o05j3j 536 7 control control VB cord-328181-b2o05j3j 536 8 covid-19 covid-19 NNP cord-328181-b2o05j3j 536 9 . . . cord-328181-b2o05j3j 537 1 The the DT cord-328181-b2o05j3j 537 2 Lancet Lancet NNP cord-328181-b2o05j3j 537 3 Infectious Infectious NNP cord-328181-b2o05j3j 537 4 Diseases Diseases NNPS cord-328181-b2o05j3j 537 5 Role role NN cord-328181-b2o05j3j 537 6 of of IN cord-328181-b2o05j3j 537 7 density density NN cord-328181-b2o05j3j 537 8 and and CC cord-328181-b2o05j3j 537 9 field field NN cord-328181-b2o05j3j 537 10 in in IN cord-328181-b2o05j3j 537 11 spatial spatial JJ cord-328181-b2o05j3j 537 12 economics economic NNS cord-328181-b2o05j3j 537 13 . . . cord-328181-b2o05j3j 538 1 Contemporary Contemporary NNP cord-328181-b2o05j3j 538 2 Issues Issues NNPS cord-328181-b2o05j3j 538 3 in in IN cord-328181-b2o05j3j 538 4 Urban Urban NNP cord-328181-b2o05j3j 538 5 and and CC cord-328181-b2o05j3j 538 6 Regional Regional NNP cord-328181-b2o05j3j 538 7 Economics Economics NNP cord-328181-b2o05j3j 538 8 Covid-19 covid-19 VBP cord-328181-b2o05j3j 538 9 transmission transmission NN cord-328181-b2o05j3j 538 10 through through IN cord-328181-b2o05j3j 538 11 asymptomatic asymptomatic JJ cord-328181-b2o05j3j 538 12 carriers carrier NNS cord-328181-b2o05j3j 538 13 is be VBZ cord-328181-b2o05j3j 538 14 a a DT cord-328181-b2o05j3j 538 15 challenge challenge NN cord-328181-b2o05j3j 538 16 to to IN cord-328181-b2o05j3j 538 17 containment containment NN cord-328181-b2o05j3j 538 18 . . . cord-328181-b2o05j3j 539 1 Influenza Influenza NNP cord-328181-b2o05j3j 539 2 and and CC cord-328181-b2o05j3j 539 3 Other other JJ cord-328181-b2o05j3j 539 4 Respiratory respiratory JJ cord-328181-b2o05j3j 539 5 Viruses virus NNS cord-328181-b2o05j3j 539 6 Stochastic stochastic JJ cord-328181-b2o05j3j 539 7 sir sir NN cord-328181-b2o05j3j 539 8 model model NN cord-328181-b2o05j3j 539 9 with with IN cord-328181-b2o05j3j 539 10 jumps jump NNS cord-328181-b2o05j3j 540 1 The the DT cord-328181-b2o05j3j 540 2 authors author NNS cord-328181-b2o05j3j 540 3 wish wish VBP cord-328181-b2o05j3j 540 4 to to TO cord-328181-b2o05j3j 540 5 thank thank VB cord-328181-b2o05j3j 540 6 the the DT cord-328181-b2o05j3j 540 7 following follow VBG cord-328181-b2o05j3j 540 8 individuals individual NNS cord-328181-b2o05j3j 540 9 for for IN cord-328181-b2o05j3j 540 10 their -PRON- PRP$ cord-328181-b2o05j3j 540 11 contributions contribution NNS cord-328181-b2o05j3j 540 12 and and CC cord-328181-b2o05j3j 540 13 support support NN cord-328181-b2o05j3j 540 14 : : : cord-328181-b2o05j3j 540 15 _SP