id sid tid token lemma pos cord-293333-mqoml9o5 1 1 key key JJ cord-293333-mqoml9o5 1 2 : : : cord-293333-mqoml9o5 1 3 cord-293333-mqoml9o5 cord-293333-mqoml9o5 NNS cord-293333-mqoml9o5 1 4 authors author NNS cord-293333-mqoml9o5 1 5 : : : cord-293333-mqoml9o5 1 6 Scharbarg Scharbarg NNP cord-293333-mqoml9o5 1 7 , , , cord-293333-mqoml9o5 1 8 Emeric Emeric NNP cord-293333-mqoml9o5 1 9 ; ; : cord-293333-mqoml9o5 1 10 Moog Moog NNP cord-293333-mqoml9o5 1 11 , , , cord-293333-mqoml9o5 1 12 Claude Claude NNP cord-293333-mqoml9o5 1 13 H. H. NNP cord-293333-mqoml9o5 1 14 ; ; : cord-293333-mqoml9o5 1 15 Mauduit Mauduit NNP cord-293333-mqoml9o5 1 16 , , , cord-293333-mqoml9o5 1 17 Nicolas Nicolas NNP cord-293333-mqoml9o5 1 18 ; ; : cord-293333-mqoml9o5 1 19 Califano Califano NNP cord-293333-mqoml9o5 1 20 , , , cord-293333-mqoml9o5 1 21 Claudia Claudia NNP cord-293333-mqoml9o5 1 22 title title NN cord-293333-mqoml9o5 1 23 : : : cord-293333-mqoml9o5 1 24 From from IN cord-293333-mqoml9o5 1 25 the the DT cord-293333-mqoml9o5 1 26 hospital hospital NN cord-293333-mqoml9o5 1 27 scale scale NN cord-293333-mqoml9o5 1 28 to to IN cord-293333-mqoml9o5 1 29 nationwide nationwide NN cord-293333-mqoml9o5 1 30 : : : cord-293333-mqoml9o5 1 31 observability observability NN cord-293333-mqoml9o5 1 32 and and CC cord-293333-mqoml9o5 1 33 identification identification NN cord-293333-mqoml9o5 1 34 of of IN cord-293333-mqoml9o5 1 35 models model NNS cord-293333-mqoml9o5 1 36 for for IN cord-293333-mqoml9o5 1 37 the the DT cord-293333-mqoml9o5 1 38 COVID-19 covid-19 JJ cord-293333-mqoml9o5 1 39 epidemic epidemic NN cord-293333-mqoml9o5 1 40 waves wave NNS cord-293333-mqoml9o5 1 41 date date NN cord-293333-mqoml9o5 1 42 : : : cord-293333-mqoml9o5 1 43 2020 2020 CD cord-293333-mqoml9o5 1 44 - - SYM cord-293333-mqoml9o5 1 45 10 10 CD cord-293333-mqoml9o5 1 46 - - HYPH cord-293333-mqoml9o5 1 47 03 03 CD cord-293333-mqoml9o5 1 48 journal journal NN cord-293333-mqoml9o5 1 49 : : : cord-293333-mqoml9o5 2 1 Annu Annu NNP cord-293333-mqoml9o5 2 2 Rev Rev NNP cord-293333-mqoml9o5 2 3 Control Control NNP cord-293333-mqoml9o5 2 4 DOI DOI NNP cord-293333-mqoml9o5 2 5 : : : cord-293333-mqoml9o5 2 6 10.1016 10.1016 CD cord-293333-mqoml9o5 2 7 / / SYM cord-293333-mqoml9o5 2 8 j.arcontrol.2020.09.007 j.arcontrol.2020.09.007 NNP cord-293333-mqoml9o5 2 9 sha sha NNP cord-293333-mqoml9o5 2 10 : : : cord-293333-mqoml9o5 3 1 9e68e9c0b350d1fbe12746e05591519c818ce766 9e68e9c0b350d1fbe12746e05591519c818ce766 CD cord-293333-mqoml9o5 3 2 doc_id doc_id CD cord-293333-mqoml9o5 4 1 : : : cord-293333-mqoml9o5 4 2 293333 293333 CD cord-293333-mqoml9o5 4 3 cord_uid cord_uid NNS cord-293333-mqoml9o5 4 4 : : : cord-293333-mqoml9o5 4 5 mqoml9o5 mqoml9o5 NNP cord-293333-mqoml9o5 4 6 Two two CD cord-293333-mqoml9o5 4 7 mathematical mathematical JJ cord-293333-mqoml9o5 4 8 models model NNS cord-293333-mqoml9o5 4 9 of of IN cord-293333-mqoml9o5 4 10 the the DT cord-293333-mqoml9o5 4 11 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 4 12 dynamics dynamic NNS cord-293333-mqoml9o5 4 13 are be VBP cord-293333-mqoml9o5 4 14 considered consider VBN cord-293333-mqoml9o5 4 15 as as IN cord-293333-mqoml9o5 4 16 the the DT cord-293333-mqoml9o5 4 17 health health NN cord-293333-mqoml9o5 4 18 system system NN cord-293333-mqoml9o5 4 19 in in IN cord-293333-mqoml9o5 4 20 some some DT cord-293333-mqoml9o5 4 21 country country NN cord-293333-mqoml9o5 4 22 consists consist VBZ cord-293333-mqoml9o5 4 23 in in IN cord-293333-mqoml9o5 4 24 a a DT cord-293333-mqoml9o5 4 25 network network NN cord-293333-mqoml9o5 4 26 of of IN cord-293333-mqoml9o5 4 27 regional regional JJ cord-293333-mqoml9o5 4 28 hospital hospital NN cord-293333-mqoml9o5 4 29 centers center NNS cord-293333-mqoml9o5 4 30 . . . cord-293333-mqoml9o5 5 1 The the DT cord-293333-mqoml9o5 5 2 first first JJ cord-293333-mqoml9o5 5 3 macroscopic macroscopic JJ cord-293333-mqoml9o5 5 4 model model NN cord-293333-mqoml9o5 5 5 for for IN cord-293333-mqoml9o5 5 6 the the DT cord-293333-mqoml9o5 5 7 virus virus NN cord-293333-mqoml9o5 5 8 dynamics dynamic NNS cord-293333-mqoml9o5 5 9 at at IN cord-293333-mqoml9o5 5 10 the the DT cord-293333-mqoml9o5 5 11 level level NN cord-293333-mqoml9o5 5 12 of of IN cord-293333-mqoml9o5 5 13 the the DT cord-293333-mqoml9o5 5 14 general general JJ cord-293333-mqoml9o5 5 15 population population NN cord-293333-mqoml9o5 5 16 of of IN cord-293333-mqoml9o5 5 17 the the DT cord-293333-mqoml9o5 5 18 country country NN cord-293333-mqoml9o5 5 19 is be VBZ cord-293333-mqoml9o5 5 20 derived derive VBN cord-293333-mqoml9o5 5 21 from from IN cord-293333-mqoml9o5 5 22 a a DT cord-293333-mqoml9o5 5 23 standard standard JJ cord-293333-mqoml9o5 5 24 SIR SIR NNP cord-293333-mqoml9o5 5 25 model model NN cord-293333-mqoml9o5 5 26 . . . cord-293333-mqoml9o5 6 1 The the DT cord-293333-mqoml9o5 6 2 second second JJ cord-293333-mqoml9o5 6 3 local local JJ cord-293333-mqoml9o5 6 4 model model NN cord-293333-mqoml9o5 6 5 refers refer VBZ cord-293333-mqoml9o5 6 6 to to IN cord-293333-mqoml9o5 6 7 a a DT cord-293333-mqoml9o5 6 8 single single JJ cord-293333-mqoml9o5 6 9 node node NN cord-293333-mqoml9o5 6 10 of of IN cord-293333-mqoml9o5 6 11 the the DT cord-293333-mqoml9o5 6 12 health health NN cord-293333-mqoml9o5 6 13 system system NN cord-293333-mqoml9o5 6 14 network network NN cord-293333-mqoml9o5 6 15 , , , cord-293333-mqoml9o5 6 16 i.e. i.e. FW cord-293333-mqoml9o5 6 17 it -PRON- PRP cord-293333-mqoml9o5 6 18 models model VBZ cord-293333-mqoml9o5 6 19 the the DT cord-293333-mqoml9o5 6 20 flows flow NNS cord-293333-mqoml9o5 6 21 of of IN cord-293333-mqoml9o5 6 22 patients patient NNS cord-293333-mqoml9o5 6 23 with with IN cord-293333-mqoml9o5 6 24 a a DT cord-293333-mqoml9o5 6 25 smaller small JJR cord-293333-mqoml9o5 6 26 granularity granularity NN cord-293333-mqoml9o5 6 27 at at IN cord-293333-mqoml9o5 6 28 the the DT cord-293333-mqoml9o5 6 29 level level NN cord-293333-mqoml9o5 6 30 of of IN cord-293333-mqoml9o5 6 31 a a DT cord-293333-mqoml9o5 6 32 regional regional JJ cord-293333-mqoml9o5 6 33 hospital hospital NN cord-293333-mqoml9o5 6 34 care care NN cord-293333-mqoml9o5 6 35 center center NNP cord-293333-mqoml9o5 6 36 for for IN cord-293333-mqoml9o5 6 37 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 6 38 infected infected JJ cord-293333-mqoml9o5 6 39 patients patient NNS cord-293333-mqoml9o5 6 40 . . . cord-293333-mqoml9o5 7 1 Daily Daily NNP cord-293333-mqoml9o5 7 2 ( ( -LRB- cord-293333-mqoml9o5 7 3 low low JJ cord-293333-mqoml9o5 7 4 cost cost NN cord-293333-mqoml9o5 7 5 ) ) -RRB- cord-293333-mqoml9o5 7 6 data datum NNS cord-293333-mqoml9o5 7 7 are be VBP cord-293333-mqoml9o5 7 8 easily easily RB cord-293333-mqoml9o5 7 9 collected collect VBN cord-293333-mqoml9o5 7 10 at at IN cord-293333-mqoml9o5 7 11 this this DT cord-293333-mqoml9o5 7 12 level level NN cord-293333-mqoml9o5 7 13 , , , cord-293333-mqoml9o5 7 14 and and CC cord-293333-mqoml9o5 7 15 are be VBP cord-293333-mqoml9o5 7 16 worked work VBN cord-293333-mqoml9o5 7 17 out out RP cord-293333-mqoml9o5 7 18 for for IN cord-293333-mqoml9o5 7 19 a a DT cord-293333-mqoml9o5 7 20 fast fast JJ cord-293333-mqoml9o5 7 21 evaluation evaluation NN cord-293333-mqoml9o5 7 22 of of IN cord-293333-mqoml9o5 7 23 the the DT cord-293333-mqoml9o5 7 24 local local JJ cord-293333-mqoml9o5 7 25 health health NN cord-293333-mqoml9o5 7 26 status status NN cord-293333-mqoml9o5 7 27 thanks thank NNS cord-293333-mqoml9o5 7 28 to to TO cord-293333-mqoml9o5 7 29 control control VB cord-293333-mqoml9o5 7 30 systems system NNS cord-293333-mqoml9o5 7 31 methods method NNS cord-293333-mqoml9o5 7 32 . . . cord-293333-mqoml9o5 8 1 Precisely precisely RB cord-293333-mqoml9o5 8 2 , , , cord-293333-mqoml9o5 8 3 the the DT cord-293333-mqoml9o5 8 4 identifiability identifiability NN cord-293333-mqoml9o5 8 5 of of IN cord-293333-mqoml9o5 8 6 the the DT cord-293333-mqoml9o5 8 7 parameters parameter NNS cord-293333-mqoml9o5 8 8 of of IN cord-293333-mqoml9o5 8 9 the the DT cord-293333-mqoml9o5 8 10 hospital hospital NN cord-293333-mqoml9o5 8 11 model model NN cord-293333-mqoml9o5 8 12 is be VBZ cord-293333-mqoml9o5 8 13 proven prove VBN cord-293333-mqoml9o5 8 14 and and CC cord-293333-mqoml9o5 8 15 thanks thank NNS cord-293333-mqoml9o5 8 16 to to IN cord-293333-mqoml9o5 8 17 the the DT cord-293333-mqoml9o5 8 18 availability availability NN cord-293333-mqoml9o5 8 19 of of IN cord-293333-mqoml9o5 8 20 clinical clinical JJ cord-293333-mqoml9o5 8 21 data datum NNS cord-293333-mqoml9o5 8 22 , , , cord-293333-mqoml9o5 8 23 essential essential JJ cord-293333-mqoml9o5 8 24 characteristics characteristic NNS cord-293333-mqoml9o5 8 25 of of IN cord-293333-mqoml9o5 8 26 the the DT cord-293333-mqoml9o5 8 27 local local JJ cord-293333-mqoml9o5 8 28 health health NN cord-293333-mqoml9o5 8 29 status status NN cord-293333-mqoml9o5 8 30 are be VBP cord-293333-mqoml9o5 8 31 identified identify VBN cord-293333-mqoml9o5 8 32 . . . cord-293333-mqoml9o5 9 1 Those those DT cord-293333-mqoml9o5 9 2 parameters parameter NNS cord-293333-mqoml9o5 9 3 are be VBP cord-293333-mqoml9o5 9 4 meaningful meaningful JJ cord-293333-mqoml9o5 9 5 not not RB cord-293333-mqoml9o5 9 6 only only RB cord-293333-mqoml9o5 9 7 to to TO cord-293333-mqoml9o5 9 8 alert alert VB cord-293333-mqoml9o5 9 9 on on IN cord-293333-mqoml9o5 9 10 some some DT cord-293333-mqoml9o5 9 11 increase increase NN cord-293333-mqoml9o5 9 12 of of IN cord-293333-mqoml9o5 9 13 the the DT cord-293333-mqoml9o5 9 14 infection infection NN cord-293333-mqoml9o5 9 15 , , , cord-293333-mqoml9o5 9 16 but but CC cord-293333-mqoml9o5 9 17 also also RB cord-293333-mqoml9o5 9 18 to to TO cord-293333-mqoml9o5 9 19 assess assess VB cord-293333-mqoml9o5 9 20 the the DT cord-293333-mqoml9o5 9 21 efficiency efficiency NN cord-293333-mqoml9o5 9 22 of of IN cord-293333-mqoml9o5 9 23 the the DT cord-293333-mqoml9o5 9 24 therapy therapy NN cord-293333-mqoml9o5 9 25 and and CC cord-293333-mqoml9o5 9 26 health health NN cord-293333-mqoml9o5 9 27 policy policy NN cord-293333-mqoml9o5 9 28 . . . cord-293333-mqoml9o5 10 1 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 10 2 is be VBZ cord-293333-mqoml9o5 10 3 an an DT cord-293333-mqoml9o5 10 4 aerial aerial JJ cord-293333-mqoml9o5 10 5 virus virus NN cord-293333-mqoml9o5 10 6 which which WDT cord-293333-mqoml9o5 10 7 strickens stricken VBZ cord-293333-mqoml9o5 10 8 humans human NNS cord-293333-mqoml9o5 10 9 through through IN cord-293333-mqoml9o5 10 10 a a DT cord-293333-mqoml9o5 10 11 respiratory respiratory JJ cord-293333-mqoml9o5 10 12 infection infection NN cord-293333-mqoml9o5 10 13 , , , cord-293333-mqoml9o5 10 14 see see VB cord-293333-mqoml9o5 10 15 Zhu Zhu NNP cord-293333-mqoml9o5 10 16 et et FW cord-293333-mqoml9o5 10 17 al al NNP cord-293333-mqoml9o5 10 18 . . . cord-293333-mqoml9o5 11 1 [ [ -LRB- cord-293333-mqoml9o5 11 2 2020 2020 CD cord-293333-mqoml9o5 11 3 ] ] -RRB- cord-293333-mqoml9o5 11 4 . . . cord-293333-mqoml9o5 12 1 It -PRON- PRP cord-293333-mqoml9o5 12 2 belongs belong VBZ cord-293333-mqoml9o5 12 3 to to IN cord-293333-mqoml9o5 12 4 the the DT cord-293333-mqoml9o5 12 5 Coronavirus Coronavirus NNP cord-293333-mqoml9o5 12 6 family family NN cord-293333-mqoml9o5 12 7 which which WDT cord-293333-mqoml9o5 12 8 was be VBD cord-293333-mqoml9o5 12 9 discovered discover VBN cord-293333-mqoml9o5 12 10 in in IN cord-293333-mqoml9o5 12 11 the the DT cord-293333-mqoml9o5 12 12 60 60 CD cord-293333-mqoml9o5 12 13 's 's POS cord-293333-mqoml9o5 12 14 and and CC cord-293333-mqoml9o5 12 15 has have VBZ cord-293333-mqoml9o5 12 16 already already RB cord-293333-mqoml9o5 12 17 infected infect VBN cord-293333-mqoml9o5 12 18 humans human NNS cord-293333-mqoml9o5 12 19 through through IN cord-293333-mqoml9o5 12 20 SARS SARS NNP cord-293333-mqoml9o5 12 21 and and CC cord-293333-mqoml9o5 12 22 MERS MERS NNP cord-293333-mqoml9o5 12 23 . . . cord-293333-mqoml9o5 13 1 SARS SARS NNP cord-293333-mqoml9o5 13 2 is be VBZ cord-293333-mqoml9o5 13 3 an an DT cord-293333-mqoml9o5 13 4 atypical atypical JJ cord-293333-mqoml9o5 13 5 pneumonia pneumonia NN cord-293333-mqoml9o5 13 6 which which WDT cord-293333-mqoml9o5 13 7 appeared appear VBD cord-293333-mqoml9o5 13 8 for for IN cord-293333-mqoml9o5 13 9 the the DT cord-293333-mqoml9o5 13 10 first first JJ cord-293333-mqoml9o5 13 11 time time NN cord-293333-mqoml9o5 13 12 in in IN cord-293333-mqoml9o5 13 13 202 202 CD cord-293333-mqoml9o5 13 14 in in IN cord-293333-mqoml9o5 13 15 China China NNP cord-293333-mqoml9o5 13 16 as as IN cord-293333-mqoml9o5 13 17 described describe VBN cord-293333-mqoml9o5 13 18 in in IN cord-293333-mqoml9o5 13 19 Ksiazek Ksiazek NNP cord-293333-mqoml9o5 13 20 et et NNP cord-293333-mqoml9o5 13 21 al al NNP cord-293333-mqoml9o5 13 22 . . . cord-293333-mqoml9o5 14 1 [ [ -LRB- cord-293333-mqoml9o5 14 2 2003 2003 CD cord-293333-mqoml9o5 14 3 ] ] -RRB- cord-293333-mqoml9o5 14 4 . . . cord-293333-mqoml9o5 15 1 MERS MERS NNP cord-293333-mqoml9o5 15 2 which which WDT cord-293333-mqoml9o5 15 3 appeared appear VBD cord-293333-mqoml9o5 15 4 in in IN cord-293333-mqoml9o5 15 5 2012 2012 CD cord-293333-mqoml9o5 15 6 in in IN cord-293333-mqoml9o5 15 7 China China NNP cord-293333-mqoml9o5 15 8 too too RB cord-293333-mqoml9o5 16 1 ( ( -LRB- cord-293333-mqoml9o5 16 2 see see VB cord-293333-mqoml9o5 16 3 Zaki Zaki NNP cord-293333-mqoml9o5 16 4 et et NNP cord-293333-mqoml9o5 16 5 al al NNP cord-293333-mqoml9o5 16 6 . . . cord-293333-mqoml9o5 17 1 [ [ -LRB- cord-293333-mqoml9o5 17 2 2012 2012 CD cord-293333-mqoml9o5 17 3 ] ] -RRB- cord-293333-mqoml9o5 17 4 ) ) -RRB- cord-293333-mqoml9o5 17 5 , , , cord-293333-mqoml9o5 17 6 is be VBZ cord-293333-mqoml9o5 17 7 very very RB cord-293333-mqoml9o5 17 8 similar similar JJ cord-293333-mqoml9o5 17 9 to to IN cord-293333-mqoml9o5 17 10 SARS SARS NNP cord-293333-mqoml9o5 17 11 but but CC cord-293333-mqoml9o5 17 12 with with IN cord-293333-mqoml9o5 17 13 a a DT cord-293333-mqoml9o5 17 14 higher high JJR cord-293333-mqoml9o5 17 15 mortality mortality NN cord-293333-mqoml9o5 17 16 . . . cord-293333-mqoml9o5 18 1 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 18 2 was be VBD cord-293333-mqoml9o5 18 3 declared declare VBN cord-293333-mqoml9o5 18 4 to to IN cord-293333-mqoml9o5 18 5 WHO who WP cord-293333-mqoml9o5 18 6 ( ( -LRB- cord-293333-mqoml9o5 18 7 the the DT cord-293333-mqoml9o5 18 8 World World NNP cord-293333-mqoml9o5 18 9 Health Health NNP cord-293333-mqoml9o5 18 10 Organization Organization NNP cord-293333-mqoml9o5 18 11 ) ) -RRB- cord-293333-mqoml9o5 18 12 at at IN cord-293333-mqoml9o5 18 13 the the DT cord-293333-mqoml9o5 18 14 end end NN cord-293333-mqoml9o5 18 15 of of IN cord-293333-mqoml9o5 18 16 2019 2019 CD cord-293333-mqoml9o5 18 17 from from IN cord-293333-mqoml9o5 18 18 cases case NNS cord-293333-mqoml9o5 18 19 in in IN cord-293333-mqoml9o5 18 20 Wuhan Wuhan NNP cord-293333-mqoml9o5 18 21 , , , cord-293333-mqoml9o5 18 22 China China NNP cord-293333-mqoml9o5 18 23 , , , cord-293333-mqoml9o5 18 24 see see VB cord-293333-mqoml9o5 18 25 Zhu Zhu NNP cord-293333-mqoml9o5 18 26 et et FW cord-293333-mqoml9o5 18 27 al al NNP cord-293333-mqoml9o5 18 28 . . . cord-293333-mqoml9o5 19 1 [ [ -LRB- cord-293333-mqoml9o5 19 2 2020 2020 CD cord-293333-mqoml9o5 19 3 ] ] -RRB- cord-293333-mqoml9o5 19 4 . . . cord-293333-mqoml9o5 20 1 On on IN cord-293333-mqoml9o5 20 2 the the DT cord-293333-mqoml9o5 20 3 20th 20th NN cord-293333-mqoml9o5 20 4 of of IN cord-293333-mqoml9o5 20 5 February February NNP cord-293333-mqoml9o5 20 6 2020 2020 CD cord-293333-mqoml9o5 20 7 the the DT cord-293333-mqoml9o5 20 8 declared declare VBN cord-293333-mqoml9o5 20 9 positive positive JJ cord-293333-mqoml9o5 20 10 cases case NNS cord-293333-mqoml9o5 20 11 were be VBD cord-293333-mqoml9o5 20 12 76,000 76,000 CD cord-293333-mqoml9o5 20 13 with with IN cord-293333-mqoml9o5 20 14 almost almost RB cord-293333-mqoml9o5 20 15 2,500 2,500 CD cord-293333-mqoml9o5 20 16 deaths death NNS cord-293333-mqoml9o5 20 17 , , , cord-293333-mqoml9o5 20 18 mainly mainly RB cord-293333-mqoml9o5 20 19 in in IN cord-293333-mqoml9o5 20 20 China China NNP cord-293333-mqoml9o5 20 21 . . . cord-293333-mqoml9o5 21 1 At at IN cord-293333-mqoml9o5 21 2 the the DT cord-293333-mqoml9o5 21 3 same same JJ cord-293333-mqoml9o5 21 4 time time NN cord-293333-mqoml9o5 21 5 , , , cord-293333-mqoml9o5 21 6 there there EX cord-293333-mqoml9o5 21 7 were be VBD cord-293333-mqoml9o5 21 8 about about RB cord-293333-mqoml9o5 21 9 50 50 CD cord-293333-mqoml9o5 21 10 declared declare VBN cord-293333-mqoml9o5 21 11 positive positive JJ cord-293333-mqoml9o5 21 12 cases case NNS cord-293333-mqoml9o5 21 13 in in IN cord-293333-mqoml9o5 21 14 Northern Northern NNP cord-293333-mqoml9o5 21 15 Italy Italy NNP cord-293333-mqoml9o5 21 16 , , , cord-293333-mqoml9o5 21 17 while while IN cord-293333-mqoml9o5 21 18 in in IN cord-293333-mqoml9o5 21 19 France France NNP cord-293333-mqoml9o5 21 20 there there EX cord-293333-mqoml9o5 21 21 were be VBD cord-293333-mqoml9o5 21 22 less less JJR cord-293333-mqoml9o5 21 23 than than IN cord-293333-mqoml9o5 21 24 30 30 CD cord-293333-mqoml9o5 21 25 declared declare VBD cord-293333-mqoml9o5 21 26 positive positive JJ cord-293333-mqoml9o5 21 27 cases case NNS cord-293333-mqoml9o5 21 28 . . . cord-293333-mqoml9o5 22 1 The the DT cord-293333-mqoml9o5 22 2 health health NN cord-293333-mqoml9o5 22 3 status status NN cord-293333-mqoml9o5 22 4 was be VBD cord-293333-mqoml9o5 22 5 far far RB cord-293333-mqoml9o5 22 6 from from IN cord-293333-mqoml9o5 22 7 being be VBG cord-293333-mqoml9o5 22 8 homogeneous homogeneous JJ cord-293333-mqoml9o5 22 9 in in IN cord-293333-mqoml9o5 22 10 those those DT cord-293333-mqoml9o5 22 11 or or CC cord-293333-mqoml9o5 22 12 other other JJ cord-293333-mqoml9o5 22 13 countries country NNS cord-293333-mqoml9o5 22 14 . . . cord-293333-mqoml9o5 23 1 The the DT cord-293333-mqoml9o5 23 2 WHO who WP cord-293333-mqoml9o5 23 3 declared declare VBD cord-293333-mqoml9o5 23 4 on on IN cord-293333-mqoml9o5 23 5 March March NNP cord-293333-mqoml9o5 23 6 11th 11th NN cord-293333-mqoml9o5 23 7 , , , cord-293333-mqoml9o5 23 8 2020 2020 CD cord-293333-mqoml9o5 23 9 , , , cord-293333-mqoml9o5 23 10 that that WDT cord-293333-mqoml9o5 23 11 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 23 12 was be VBD cord-293333-mqoml9o5 23 13 a a DT cord-293333-mqoml9o5 23 14 pandemic pandemic NN cord-293333-mqoml9o5 23 15 on on IN cord-293333-mqoml9o5 23 16 the the DT cord-293333-mqoml9o5 23 17 website website NN cord-293333-mqoml9o5 23 18 WHO who WP cord-293333-mqoml9o5 23 19 [ [ -LRB- cord-293333-mqoml9o5 23 20 2020 2020 CD cord-293333-mqoml9o5 23 21 ] ] -RRB- cord-293333-mqoml9o5 23 22 . . . cord-293333-mqoml9o5 24 1 On on IN cord-293333-mqoml9o5 24 2 June June NNP cord-293333-mqoml9o5 24 3 1st 1st NN cord-293333-mqoml9o5 24 4 , , , cord-293333-mqoml9o5 24 5 2020 2020 CD cord-293333-mqoml9o5 24 6 , , , cord-293333-mqoml9o5 24 7 the the DT cord-293333-mqoml9o5 24 8 declared declare VBN cord-293333-mqoml9o5 24 9 positive positive JJ cord-293333-mqoml9o5 24 10 cases case NNS cord-293333-mqoml9o5 24 11 around around IN cord-293333-mqoml9o5 24 12 the the DT cord-293333-mqoml9o5 24 13 world world NN cord-293333-mqoml9o5 24 14 were be VBD cord-293333-mqoml9o5 24 15 6.15 6.15 CD cord-293333-mqoml9o5 24 16 million million CD cord-293333-mqoml9o5 24 17 with with IN cord-293333-mqoml9o5 24 18 375,000 375,000 CD cord-293333-mqoml9o5 24 19 deaths death NNS cord-293333-mqoml9o5 24 20 , , , cord-293333-mqoml9o5 24 21 with with IN cord-293333-mqoml9o5 24 22 almost almost RB cord-293333-mqoml9o5 24 23 233,000 233,000 CD cord-293333-mqoml9o5 24 24 positive positive JJ cord-293333-mqoml9o5 24 25 cases case NNS cord-293333-mqoml9o5 24 26 and and CC cord-293333-mqoml9o5 24 27 33,000 33,000 CD cord-293333-mqoml9o5 24 28 deaths death NNS cord-293333-mqoml9o5 24 29 in in IN cord-293333-mqoml9o5 24 30 Italy Italy NNP cord-293333-mqoml9o5 24 31 and and CC cord-293333-mqoml9o5 24 32 152,091 152,091 CD cord-293333-mqoml9o5 24 33 positive positive JJ cord-293333-mqoml9o5 24 34 cases case NNS cord-293333-mqoml9o5 24 35 and and CC cord-293333-mqoml9o5 24 36 28,833 28,833 CD cord-293333-mqoml9o5 24 37 deaths death NNS cord-293333-mqoml9o5 24 38 in in IN cord-293333-mqoml9o5 24 39 France France NNP cord-293333-mqoml9o5 24 40 . . . cord-293333-mqoml9o5 25 1 On on IN cord-293333-mqoml9o5 25 2 September September NNP cord-293333-mqoml9o5 25 3 21st 21st NN cord-293333-mqoml9o5 25 4 2020 2020 CD cord-293333-mqoml9o5 25 5 , , , cord-293333-mqoml9o5 25 6 the the DT cord-293333-mqoml9o5 25 7 confirmed confirm VBN cord-293333-mqoml9o5 25 8 cases case NNS cord-293333-mqoml9o5 25 9 globally globally RB cord-293333-mqoml9o5 25 10 amount amount VBP cord-293333-mqoml9o5 25 11 to to IN cord-293333-mqoml9o5 25 12 30,909,405 30,909,405 CD cord-293333-mqoml9o5 25 13 with with IN cord-293333-mqoml9o5 25 14 958,754 958,754 CD cord-293333-mqoml9o5 25 15 deaths death NNS cord-293333-mqoml9o5 25 16 communicated communicate VBN cord-293333-mqoml9o5 25 17 to to IN cord-293333-mqoml9o5 25 18 WHO who WP cord-293333-mqoml9o5 25 19 by by IN cord-293333-mqoml9o5 25 20 national national JJ cord-293333-mqoml9o5 25 21 authorities authority NNS cord-293333-mqoml9o5 25 22 . . . cord-293333-mqoml9o5 26 1 The the DT cord-293333-mqoml9o5 26 2 total total JJ cord-293333-mqoml9o5 26 3 number number NN cord-293333-mqoml9o5 26 4 of of IN cord-293333-mqoml9o5 26 5 cases case NNS cord-293333-mqoml9o5 26 6 in in IN cord-293333-mqoml9o5 26 7 France France NNP cord-293333-mqoml9o5 26 8 on on IN cord-293333-mqoml9o5 26 9 September September NNP cord-293333-mqoml9o5 26 10 21st 21st NN cord-293333-mqoml9o5 26 11 is be VBZ cord-293333-mqoml9o5 26 12 420,855 420,855 CD cord-293333-mqoml9o5 26 13 with with IN cord-293333-mqoml9o5 26 14 31,109 31,109 CD cord-293333-mqoml9o5 26 15 deaths death NNS cord-293333-mqoml9o5 26 16 , , , cord-293333-mqoml9o5 26 17 while while IN cord-293333-mqoml9o5 26 18 in in IN cord-293333-mqoml9o5 26 19 Italy Italy NNP cord-293333-mqoml9o5 26 20 the the DT cord-293333-mqoml9o5 26 21 total total JJ cord-293333-mqoml9o5 26 22 number number NN cord-293333-mqoml9o5 26 23 of of IN cord-293333-mqoml9o5 26 24 cases case NNS cord-293333-mqoml9o5 26 25 is be VBZ cord-293333-mqoml9o5 26 26 296,569 296,569 CD cord-293333-mqoml9o5 26 27 with with IN cord-293333-mqoml9o5 26 28 35,692 35,692 CD cord-293333-mqoml9o5 26 29 deaths death NNS cord-293333-mqoml9o5 26 30 ( ( -LRB- cord-293333-mqoml9o5 26 31 website website NN cord-293333-mqoml9o5 26 32 WHO who WP cord-293333-mqoml9o5 26 33 [ [ -LRB- cord-293333-mqoml9o5 26 34 2020b 2020b CD cord-293333-mqoml9o5 26 35 ] ] -RRB- cord-293333-mqoml9o5 26 36 ) ) -RRB- cord-293333-mqoml9o5 26 37 . . . cord-293333-mqoml9o5 27 1 Mathematical mathematical JJ cord-293333-mqoml9o5 27 2 models model NNS cord-293333-mqoml9o5 27 3 are be VBP cord-293333-mqoml9o5 27 4 fundamental fundamental JJ cord-293333-mqoml9o5 27 5 to to TO cord-293333-mqoml9o5 27 6 understand understand VB cord-293333-mqoml9o5 27 7 and and CC cord-293333-mqoml9o5 27 8 to to TO cord-293333-mqoml9o5 27 9 predict predict VB cord-293333-mqoml9o5 27 10 the the DT cord-293333-mqoml9o5 27 11 mechanisms mechanism NNS cord-293333-mqoml9o5 27 12 of of IN cord-293333-mqoml9o5 27 13 the the DT cord-293333-mqoml9o5 27 14 spread spread NN cord-293333-mqoml9o5 27 15 of of IN cord-293333-mqoml9o5 27 16 an an DT cord-293333-mqoml9o5 27 17 epidemic epidemic NN cord-293333-mqoml9o5 27 18 . . . cord-293333-mqoml9o5 28 1 The the DT cord-293333-mqoml9o5 28 2 most most RBS cord-293333-mqoml9o5 28 3 popular popular JJ cord-293333-mqoml9o5 28 4 and and CC cord-293333-mqoml9o5 28 5 widely widely RB cord-293333-mqoml9o5 28 6 used use VBN cord-293333-mqoml9o5 28 7 is be VBZ cord-293333-mqoml9o5 28 8 the the DT cord-293333-mqoml9o5 28 9 SIR SIR NNP cord-293333-mqoml9o5 28 10 model model NN cord-293333-mqoml9o5 28 11 in in IN cord-293333-mqoml9o5 28 12 Kermack Kermack NNP cord-293333-mqoml9o5 28 13 and and CC cord-293333-mqoml9o5 28 14 McKendrick McKendrick NNP cord-293333-mqoml9o5 28 15 [ [ -LRB- cord-293333-mqoml9o5 28 16 1927 1927 CD cord-293333-mqoml9o5 28 17 ] ] -RRB- cord-293333-mqoml9o5 28 18 for for IN cord-293333-mqoml9o5 28 19 human human NN cord-293333-mqoml9o5 28 20 - - HYPH cord-293333-mqoml9o5 28 21 to to IN cord-293333-mqoml9o5 28 22 - - HYPH cord-293333-mqoml9o5 28 23 human human JJ cord-293333-mqoml9o5 28 24 transmission transmission NN cord-293333-mqoml9o5 28 25 . . . cord-293333-mqoml9o5 29 1 For for IN cord-293333-mqoml9o5 29 2 the the DT cord-293333-mqoml9o5 29 3 Covid-19 covid-19 NN cord-293333-mqoml9o5 29 4 pandemic pandemic NN cord-293333-mqoml9o5 29 5 , , , cord-293333-mqoml9o5 29 6 many many JJ cord-293333-mqoml9o5 29 7 models model NNS cord-293333-mqoml9o5 29 8 have have VBP cord-293333-mqoml9o5 29 9 been be VBN cord-293333-mqoml9o5 29 10 built build VBN cord-293333-mqoml9o5 29 11 to to TO cord-293333-mqoml9o5 29 12 explore explore VB cord-293333-mqoml9o5 29 13 the the DT cord-293333-mqoml9o5 29 14 epidemic epidemic NN cord-293333-mqoml9o5 29 15 at at IN cord-293333-mqoml9o5 29 16 the the DT cord-293333-mqoml9o5 29 17 scale scale NN cord-293333-mqoml9o5 29 18 of of IN cord-293333-mqoml9o5 29 19 a a DT cord-293333-mqoml9o5 29 20 country country NN cord-293333-mqoml9o5 29 21 like like IN cord-293333-mqoml9o5 29 22 the the DT cord-293333-mqoml9o5 29 23 SIDARTHE SIDARTHE NNP cord-293333-mqoml9o5 29 24 model model NN cord-293333-mqoml9o5 29 25 which which WDT cord-293333-mqoml9o5 29 26 is be VBZ cord-293333-mqoml9o5 29 27 an an DT cord-293333-mqoml9o5 29 28 upgrade upgrade NN cord-293333-mqoml9o5 29 29 of of IN cord-293333-mqoml9o5 29 30 the the DT cord-293333-mqoml9o5 29 31 SIR SIR NNP cord-293333-mqoml9o5 29 32 model model NN cord-293333-mqoml9o5 29 33 ans ans NNPS cord-293333-mqoml9o5 29 34 is be VBZ cord-293333-mqoml9o5 29 35 found find VBN cord-293333-mqoml9o5 29 36 in in IN cord-293333-mqoml9o5 29 37 Giordano Giordano NNP cord-293333-mqoml9o5 29 38 et et NNP cord-293333-mqoml9o5 29 39 al al NNP cord-293333-mqoml9o5 29 40 . . . cord-293333-mqoml9o5 30 1 [ [ -LRB- cord-293333-mqoml9o5 30 2 2020 2020 CD cord-293333-mqoml9o5 30 3 ] ] -RRB- cord-293333-mqoml9o5 30 4 . . . cord-293333-mqoml9o5 31 1 Recall recall VB cord-293333-mqoml9o5 31 2 that that IN cord-293333-mqoml9o5 31 3 SIDARTHE SIDARTHE NNP cord-293333-mqoml9o5 31 4 stands stand VBZ cord-293333-mqoml9o5 31 5 for for IN cord-293333-mqoml9o5 31 6 a a DT cord-293333-mqoml9o5 31 7 Susceptible susceptible JJ cord-293333-mqoml9o5 31 8 , , , cord-293333-mqoml9o5 31 9 Infected Infected NNP cord-293333-mqoml9o5 31 10 , , , cord-293333-mqoml9o5 31 11 Diagnosed diagnose VBN cord-293333-mqoml9o5 31 12 , , , cord-293333-mqoml9o5 31 13 Ailing Ailing NNP cord-293333-mqoml9o5 31 14 , , , cord-293333-mqoml9o5 31 15 Recognized recognize VBN cord-293333-mqoml9o5 31 16 , , , cord-293333-mqoml9o5 31 17 Threatened threaten VBN cord-293333-mqoml9o5 31 18 , , , cord-293333-mqoml9o5 31 19 Healed Healed NNP cord-293333-mqoml9o5 31 20 and and CC cord-293333-mqoml9o5 31 21 Extinct Extinct NNP cord-293333-mqoml9o5 31 22 model model NN cord-293333-mqoml9o5 31 23 . . . cord-293333-mqoml9o5 32 1 The the DT cord-293333-mqoml9o5 32 2 SIDARTHE SIDARTHE NNP cord-293333-mqoml9o5 32 3 model model NN cord-293333-mqoml9o5 32 4 has have VBZ cord-293333-mqoml9o5 32 5 highlighted highlight VBN cord-293333-mqoml9o5 32 6 that that IN cord-293333-mqoml9o5 32 7 restrictive restrictive JJ cord-293333-mqoml9o5 32 8 social social JJ cord-293333-mqoml9o5 32 9 - - HYPH cord-293333-mqoml9o5 32 10 distancing distance VBG cord-293333-mqoml9o5 32 11 measures measure NNS cord-293333-mqoml9o5 32 12 need need VBP cord-293333-mqoml9o5 32 13 to to TO cord-293333-mqoml9o5 32 14 be be VB cord-293333-mqoml9o5 32 15 combined combine VBN cord-293333-mqoml9o5 32 16 with with IN cord-293333-mqoml9o5 32 17 widespread widespread JJ cord-293333-mqoml9o5 32 18 testing testing NN cord-293333-mqoml9o5 32 19 and and CC cord-293333-mqoml9o5 32 20 contact contact NN cord-293333-mqoml9o5 32 21 tracing tracing NN cord-293333-mqoml9o5 32 22 in in IN cord-293333-mqoml9o5 32 23 Giordano Giordano NNP cord-293333-mqoml9o5 32 24 et et NNP cord-293333-mqoml9o5 32 25 al al NNP cord-293333-mqoml9o5 32 26 . . . cord-293333-mqoml9o5 33 1 [ [ -LRB- cord-293333-mqoml9o5 33 2 2020 2020 CD cord-293333-mqoml9o5 33 3 ] ] -RRB- cord-293333-mqoml9o5 33 4 . . . cord-293333-mqoml9o5 34 1 Gervetz Gervetz NNP cord-293333-mqoml9o5 34 2 et et NNP cord-293333-mqoml9o5 34 3 al al NNP cord-293333-mqoml9o5 34 4 . . . cord-293333-mqoml9o5 35 1 [ [ -LRB- cord-293333-mqoml9o5 35 2 2020 2020 CD cord-293333-mqoml9o5 35 3 ] ] -RRB- cord-293333-mqoml9o5 35 4 incorporate incorporate VBP cord-293333-mqoml9o5 35 5 explicit explicit JJ cord-293333-mqoml9o5 35 6 social social JJ cord-293333-mqoml9o5 35 7 distancing distancing NN cord-293333-mqoml9o5 35 8 via via IN cord-293333-mqoml9o5 35 9 separate separate JJ cord-293333-mqoml9o5 35 10 compartments compartment NNS cord-293333-mqoml9o5 35 11 for for IN cord-293333-mqoml9o5 35 12 susceptible susceptible JJ cord-293333-mqoml9o5 35 13 and and CC cord-293333-mqoml9o5 35 14 asymptomatic asymptomatic JJ cord-293333-mqoml9o5 35 15 individuals individual NNS cord-293333-mqoml9o5 35 16 in in IN cord-293333-mqoml9o5 35 17 the the DT cord-293333-mqoml9o5 35 18 SIR SIR NNP cord-293333-mqoml9o5 35 19 model model NN cord-293333-mqoml9o5 35 20 , , , cord-293333-mqoml9o5 35 21 while while IN cord-293333-mqoml9o5 35 22 in in IN cord-293333-mqoml9o5 35 23 Di Di NNP cord-293333-mqoml9o5 35 24 Giamberardino Giamberardino NNP cord-293333-mqoml9o5 35 25 et et FW cord-293333-mqoml9o5 35 26 al al NNP cord-293333-mqoml9o5 35 27 . . . cord-293333-mqoml9o5 36 1 [ [ -LRB- cord-293333-mqoml9o5 36 2 2020 2020 CD cord-293333-mqoml9o5 36 3 ] ] -RRB- cord-293333-mqoml9o5 36 4 infected infected JJ cord-293333-mqoml9o5 36 5 people people NNS cord-293333-mqoml9o5 36 6 are be VBP cord-293333-mqoml9o5 36 7 split split VBN cord-293333-mqoml9o5 36 8 into into IN cord-293333-mqoml9o5 36 9 infected infect VBN cord-293333-mqoml9o5 36 10 with with IN cord-293333-mqoml9o5 36 11 low low JJ cord-293333-mqoml9o5 36 12 viral viral JJ cord-293333-mqoml9o5 36 13 load load NN cord-293333-mqoml9o5 36 14 , , , cord-293333-mqoml9o5 36 15 undiagnosed undiagnosed JJ cord-293333-mqoml9o5 36 16 ones one NNS cord-293333-mqoml9o5 36 17 , , , cord-293333-mqoml9o5 36 18 diagnosed diagnose VBN cord-293333-mqoml9o5 36 19 ones one NNS cord-293333-mqoml9o5 36 20 and and CC cord-293333-mqoml9o5 36 21 in in IN cord-293333-mqoml9o5 36 22 quarantine quarantine NN cord-293333-mqoml9o5 36 23 ones one NNS cord-293333-mqoml9o5 36 24 . . . cord-293333-mqoml9o5 37 1 Alternatively alternatively RB cord-293333-mqoml9o5 37 2 the the DT cord-293333-mqoml9o5 37 3 SARS SARS NNP cord-293333-mqoml9o5 37 4 - - HYPH cord-293333-mqoml9o5 37 5 CoV-2 CoV-2 NNP cord-293333-mqoml9o5 37 6 dynamics dynamic NNS cord-293333-mqoml9o5 37 7 is be VBZ cord-293333-mqoml9o5 37 8 also also RB cord-293333-mqoml9o5 37 9 described describe VBN cord-293333-mqoml9o5 37 10 at at IN cord-293333-mqoml9o5 37 11 a a DT cord-293333-mqoml9o5 37 12 within within IN cord-293333-mqoml9o5 37 13 - - HYPH cord-293333-mqoml9o5 37 14 host host NN cord-293333-mqoml9o5 37 15 level level NN cord-293333-mqoml9o5 37 16 in in IN cord-293333-mqoml9o5 37 17 Hernandez Hernandez NNP cord-293333-mqoml9o5 37 18 - - HYPH cord-293333-mqoml9o5 37 19 Vargas Vargas NNP cord-293333-mqoml9o5 37 20 et et NNP cord-293333-mqoml9o5 37 21 al al NNP cord-293333-mqoml9o5 37 22 . . . cord-293333-mqoml9o5 38 1 [ [ -LRB- cord-293333-mqoml9o5 38 2 2020 2020 CD cord-293333-mqoml9o5 38 3 ] ] -RRB- cord-293333-mqoml9o5 38 4 . . . cord-293333-mqoml9o5 39 1 In in IN cord-293333-mqoml9o5 39 2 this this DT cord-293333-mqoml9o5 39 3 paper paper NN cord-293333-mqoml9o5 39 4 , , , cord-293333-mqoml9o5 39 5 a a DT cord-293333-mqoml9o5 39 6 new new JJ cord-293333-mqoml9o5 39 7 continuous continuous JJ cord-293333-mqoml9o5 39 8 - - HYPH cord-293333-mqoml9o5 39 9 time time NN cord-293333-mqoml9o5 39 10 macroscopic macroscopic JJ cord-293333-mqoml9o5 39 11 model model NN cord-293333-mqoml9o5 39 12 , , , cord-293333-mqoml9o5 39 13 valid valid JJ cord-293333-mqoml9o5 39 14 at at IN cord-293333-mqoml9o5 39 15 the the DT cord-293333-mqoml9o5 39 16 scale scale NN cord-293333-mqoml9o5 39 17 of of IN cord-293333-mqoml9o5 39 18 a a DT cord-293333-mqoml9o5 39 19 country country NN cord-293333-mqoml9o5 39 20 , , , cord-293333-mqoml9o5 39 21 is be VBZ cord-293333-mqoml9o5 39 22 introduced introduce VBN cord-293333-mqoml9o5 39 23 and and CC cord-293333-mqoml9o5 39 24 it -PRON- PRP cord-293333-mqoml9o5 39 25 is be VBZ cord-293333-mqoml9o5 39 26 argued argue VBN cord-293333-mqoml9o5 39 27 that that IN cord-293333-mqoml9o5 39 28 suitable suitable JJ cord-293333-mqoml9o5 39 29 delays delay NNS cord-293333-mqoml9o5 39 30 are be VBP cord-293333-mqoml9o5 39 31 mandatory mandatory JJ cord-293333-mqoml9o5 39 32 to to TO cord-293333-mqoml9o5 39 33 reflect reflect VB cord-293333-mqoml9o5 39 34 the the DT cord-293333-mqoml9o5 39 35 dynamics dynamic NNS cord-293333-mqoml9o5 39 36 of of IN cord-293333-mqoml9o5 39 37 the the DT cord-293333-mqoml9o5 39 38 infection infection NN cord-293333-mqoml9o5 39 39 while while IN cord-293333-mqoml9o5 39 40 maintaining maintain VBG cord-293333-mqoml9o5 39 41 a a DT cord-293333-mqoml9o5 39 42 certain certain JJ cord-293333-mqoml9o5 39 43 simplicity simplicity NN cord-293333-mqoml9o5 39 44 in in IN cord-293333-mqoml9o5 39 45 the the DT cord-293333-mqoml9o5 39 46 modelling modelling NN cord-293333-mqoml9o5 39 47 . . . cord-293333-mqoml9o5 40 1 An an DT cord-293333-mqoml9o5 40 2 observability observability NN cord-293333-mqoml9o5 40 3 analysis analysis NN cord-293333-mqoml9o5 40 4 is be VBZ cord-293333-mqoml9o5 40 5 processed process VBN cord-293333-mqoml9o5 40 6 for for IN cord-293333-mqoml9o5 40 7 further further JJ cord-293333-mqoml9o5 40 8 insight insight NN cord-293333-mqoml9o5 40 9 of of IN cord-293333-mqoml9o5 40 10 this this DT cord-293333-mqoml9o5 40 11 model model NN cord-293333-mqoml9o5 40 12 . . . cord-293333-mqoml9o5 41 1 Since since IN cord-293333-mqoml9o5 41 2 the the DT cord-293333-mqoml9o5 41 3 health health NN cord-293333-mqoml9o5 41 4 status status NN cord-293333-mqoml9o5 41 5 is be VBZ cord-293333-mqoml9o5 41 6 far far RB cord-293333-mqoml9o5 41 7 from from IN cord-293333-mqoml9o5 41 8 being be VBG cord-293333-mqoml9o5 41 9 homogeneous homogeneous JJ cord-293333-mqoml9o5 41 10 over over IN cord-293333-mqoml9o5 41 11 a a DT cord-293333-mqoml9o5 41 12 full full JJ cord-293333-mqoml9o5 41 13 country country NN cord-293333-mqoml9o5 41 14 and and CC cord-293333-mqoml9o5 41 15 since since IN cord-293333-mqoml9o5 41 16 the the DT cord-293333-mqoml9o5 41 17 health health NN cord-293333-mqoml9o5 41 18 system system NN cord-293333-mqoml9o5 41 19 consists consist VBZ cord-293333-mqoml9o5 41 20 in in IN cord-293333-mqoml9o5 41 21 a a DT cord-293333-mqoml9o5 41 22 network network NN cord-293333-mqoml9o5 41 23 of of IN cord-293333-mqoml9o5 41 24 major major JJ cord-293333-mqoml9o5 41 25 regional regional JJ cord-293333-mqoml9o5 41 26 hospitals hospital NNS cord-293333-mqoml9o5 41 27 , , , cord-293333-mqoml9o5 41 28 it -PRON- PRP cord-293333-mqoml9o5 41 29 is be VBZ cord-293333-mqoml9o5 41 30 worth worth JJ cord-293333-mqoml9o5 41 31 to to TO cord-293333-mqoml9o5 41 32 take take VB cord-293333-mqoml9o5 41 33 advantage advantage NN cord-293333-mqoml9o5 41 34 of of IN cord-293333-mqoml9o5 41 35 the the DT cord-293333-mqoml9o5 41 36 availability availability NN cord-293333-mqoml9o5 41 37 and and CC cord-293333-mqoml9o5 41 38 agility agility NN cord-293333-mqoml9o5 41 39 of of IN cord-293333-mqoml9o5 41 40 local local JJ cord-293333-mqoml9o5 41 41 hospital hospital NN cord-293333-mqoml9o5 41 42 data datum NNS cord-293333-mqoml9o5 41 43 rather rather RB cord-293333-mqoml9o5 41 44 than than IN cord-293333-mqoml9o5 41 45 just just RB cord-293333-mqoml9o5 41 46 merging merge VBG cord-293333-mqoml9o5 41 47 them -PRON- PRP cord-293333-mqoml9o5 41 48 in in IN cord-293333-mqoml9o5 41 49 some some DT cord-293333-mqoml9o5 41 50 centralized centralized JJ cord-293333-mqoml9o5 41 51 information information NN cord-293333-mqoml9o5 41 52 system system NN cord-293333-mqoml9o5 41 53 . . . cord-293333-mqoml9o5 42 1 At at IN cord-293333-mqoml9o5 42 2 this this DT cord-293333-mqoml9o5 42 3 point point NN cord-293333-mqoml9o5 42 4 , , , cord-293333-mqoml9o5 42 5 the the DT cord-293333-mqoml9o5 42 6 mathematical mathematical JJ cord-293333-mqoml9o5 42 7 modelling modelling NN cord-293333-mqoml9o5 42 8 of of IN cord-293333-mqoml9o5 42 9 the the DT cord-293333-mqoml9o5 42 10 local local JJ cord-293333-mqoml9o5 42 11 population population NN cord-293333-mqoml9o5 42 12 flows flow VBZ cord-293333-mqoml9o5 42 13 at at IN cord-293333-mqoml9o5 42 14 the the DT cord-293333-mqoml9o5 42 15 level level NN cord-293333-mqoml9o5 42 16 of of IN cord-293333-mqoml9o5 42 17 one one CD cord-293333-mqoml9o5 42 18 single single JJ cord-293333-mqoml9o5 42 19 hospital hospital NN cord-293333-mqoml9o5 42 20 appears appear VBZ cord-293333-mqoml9o5 42 21 to to TO cord-293333-mqoml9o5 42 22 be be VB cord-293333-mqoml9o5 42 23 definitely definitely RB cord-293333-mqoml9o5 42 24 relevant relevant JJ cord-293333-mqoml9o5 42 25 . . . cord-293333-mqoml9o5 43 1 Such such JJ cord-293333-mqoml9o5 43 2 models model NNS cord-293333-mqoml9o5 43 3 may may MD cord-293333-mqoml9o5 43 4 be be VB cord-293333-mqoml9o5 43 5 interconnected interconnect VBN cord-293333-mqoml9o5 43 6 to to TO cord-293333-mqoml9o5 43 7 include include VB cord-293333-mqoml9o5 43 8 the the DT cord-293333-mqoml9o5 43 9 transfer transfer NN cord-293333-mqoml9o5 43 10 of of IN cord-293333-mqoml9o5 43 11 COVID-19 covid-19 JJ cord-293333-mqoml9o5 43 12 patients patient NNS cord-293333-mqoml9o5 43 13 from from IN cord-293333-mqoml9o5 43 14 one one CD cord-293333-mqoml9o5 43 15 hospital hospital NN cord-293333-mqoml9o5 43 16 to to IN cord-293333-mqoml9o5 43 17 an an DT cord-293333-mqoml9o5 43 18 other other JJ cord-293333-mqoml9o5 43 19 to to TO cord-293333-mqoml9o5 43 20 distribute distribute VB cord-293333-mqoml9o5 43 21 the the DT cord-293333-mqoml9o5 43 22 pressure pressure NN cord-293333-mqoml9o5 43 23 at at IN cord-293333-mqoml9o5 43 24 some some DT cord-293333-mqoml9o5 43 25 peaks peak NNS cord-293333-mqoml9o5 43 26 of of IN cord-293333-mqoml9o5 43 27 the the DT cord-293333-mqoml9o5 43 28 infection infection NN cord-293333-mqoml9o5 43 29 , , , cord-293333-mqoml9o5 43 30 as as IN cord-293333-mqoml9o5 43 31 done do VBN cord-293333-mqoml9o5 43 32 in in IN cord-293333-mqoml9o5 43 33 Italy Italy NNP cord-293333-mqoml9o5 43 34 with with IN cord-293333-mqoml9o5 43 35 transfers transfer NNS cord-293333-mqoml9o5 43 36 from from IN cord-293333-mqoml9o5 43 37 the the DT cord-293333-mqoml9o5 43 38 north north NN cord-293333-mqoml9o5 43 39 to to IN cord-293333-mqoml9o5 43 40 the the DT cord-293333-mqoml9o5 43 41 south south NN cord-293333-mqoml9o5 43 42 , , , cord-293333-mqoml9o5 43 43 or or CC cord-293333-mqoml9o5 43 44 in in IN cord-293333-mqoml9o5 43 45 France France NNP cord-293333-mqoml9o5 43 46 with with IN cord-293333-mqoml9o5 43 47 transfers transfer NNS cord-293333-mqoml9o5 43 48 from from IN cord-293333-mqoml9o5 43 49 the the DT cord-293333-mqoml9o5 43 50 east east NN cord-293333-mqoml9o5 43 51 to to IN cord-293333-mqoml9o5 43 52 the the DT cord-293333-mqoml9o5 43 53 west west NN cord-293333-mqoml9o5 43 54 and and CC cord-293333-mqoml9o5 43 55 even even RB cord-293333-mqoml9o5 43 56 to to IN cord-293333-mqoml9o5 43 57 Germany Germany NNP cord-293333-mqoml9o5 43 58 . . . cord-293333-mqoml9o5 44 1 The the DT cord-293333-mqoml9o5 44 2 identification identification NN cord-293333-mqoml9o5 44 3 of of IN cord-293333-mqoml9o5 44 4 the the DT cord-293333-mqoml9o5 44 5 parameters parameter NNS cord-293333-mqoml9o5 44 6 of of IN cord-293333-mqoml9o5 44 7 the the DT cord-293333-mqoml9o5 44 8 second second JJ cord-293333-mqoml9o5 44 9 local local JJ cord-293333-mqoml9o5 44 10 model model NN cord-293333-mqoml9o5 44 11 is be VBZ cord-293333-mqoml9o5 44 12 agile agile JJ cord-293333-mqoml9o5 44 13 , , , cord-293333-mqoml9o5 44 14 fast fast JJ cord-293333-mqoml9o5 44 15 and and CC cord-293333-mqoml9o5 44 16 relevant relevant JJ cord-293333-mqoml9o5 44 17 not not RB cord-293333-mqoml9o5 44 18 only only RB cord-293333-mqoml9o5 44 19 to to TO cord-293333-mqoml9o5 44 20 alert alert VB cord-293333-mqoml9o5 44 21 on on IN cord-293333-mqoml9o5 44 22 some some DT cord-293333-mqoml9o5 44 23 increase increase NN cord-293333-mqoml9o5 44 24 of of IN cord-293333-mqoml9o5 44 25 the the DT cord-293333-mqoml9o5 44 26 infection infection NN cord-293333-mqoml9o5 44 27 , , , cord-293333-mqoml9o5 44 28 but but CC cord-293333-mqoml9o5 44 29 also also RB cord-293333-mqoml9o5 44 30 to to TO cord-293333-mqoml9o5 44 31 evaluate evaluate VB cord-293333-mqoml9o5 44 32 the the DT cord-293333-mqoml9o5 44 33 flows flow NNS cord-293333-mqoml9o5 44 34 of of IN cord-293333-mqoml9o5 44 35 severely severely RB cord-293333-mqoml9o5 44 36 infected infect VBN cord-293333-mqoml9o5 44 37 patients patient NNS cord-293333-mqoml9o5 44 38 , , , cord-293333-mqoml9o5 44 39 and and CC cord-293333-mqoml9o5 44 40 thus thus RB cord-293333-mqoml9o5 44 41 to to TO cord-293333-mqoml9o5 44 42 assess assess VB cord-293333-mqoml9o5 44 43 the the DT cord-293333-mqoml9o5 44 44 efficiency efficiency NN cord-293333-mqoml9o5 44 45 of of IN cord-293333-mqoml9o5 44 46 the the DT cord-293333-mqoml9o5 44 47 therapy therapy NN cord-293333-mqoml9o5 44 48 and and CC cord-293333-mqoml9o5 44 49 the the DT cord-293333-mqoml9o5 44 50 local local JJ cord-293333-mqoml9o5 44 51 health health NN cord-293333-mqoml9o5 44 52 policy policy NN cord-293333-mqoml9o5 44 53 . . . cord-293333-mqoml9o5 45 1 Data datum NNS cord-293333-mqoml9o5 45 2 from from IN cord-293333-mqoml9o5 45 3 Nantes Nantes NNP cord-293333-mqoml9o5 45 4 University University NNP cord-293333-mqoml9o5 45 5 Hospital Hospital NNP cord-293333-mqoml9o5 45 6 were be VBD cord-293333-mqoml9o5 45 7 collected collect VBN cord-293333-mqoml9o5 45 8 on on IN cord-293333-mqoml9o5 45 9 a a DT cord-293333-mqoml9o5 45 10 daily daily JJ cord-293333-mqoml9o5 45 11 basis basis NN cord-293333-mqoml9o5 45 12 for for IN cord-293333-mqoml9o5 45 13 about about RB cord-293333-mqoml9o5 45 14 6 6 CD cord-293333-mqoml9o5 45 15 months month NNS cord-293333-mqoml9o5 45 16 from from IN cord-293333-mqoml9o5 45 17 March March NNP cord-293333-mqoml9o5 45 18 16th 16th NN cord-293333-mqoml9o5 45 19 to to IN cord-293333-mqoml9o5 45 20 September September NNP cord-293333-mqoml9o5 45 21 17th 17th NN cord-293333-mqoml9o5 45 22 2020 2020 CD cord-293333-mqoml9o5 45 23 , , , cord-293333-mqoml9o5 45 24 and and CC cord-293333-mqoml9o5 45 25 are be VBP cord-293333-mqoml9o5 45 26 used use VBN cord-293333-mqoml9o5 45 27 here here RB cord-293333-mqoml9o5 45 28 to to TO cord-293333-mqoml9o5 45 29 identify identify VB cord-293333-mqoml9o5 45 30 essential essential JJ cord-293333-mqoml9o5 45 31 characteristics characteristic NNS cord-293333-mqoml9o5 45 32 of of IN cord-293333-mqoml9o5 45 33 the the DT cord-293333-mqoml9o5 45 34 local local JJ cord-293333-mqoml9o5 45 35 health health NN cord-293333-mqoml9o5 45 36 conditions condition NNS cord-293333-mqoml9o5 45 37 . . . cord-293333-mqoml9o5 46 1 These these DT cord-293333-mqoml9o5 46 2 data datum NNS cord-293333-mqoml9o5 46 3 include include VBP cord-293333-mqoml9o5 46 4 the the DT cord-293333-mqoml9o5 46 5 daily daily JJ cord-293333-mqoml9o5 46 6 values value NNS cord-293333-mqoml9o5 46 7 of of IN cord-293333-mqoml9o5 46 8 patients patient NNS cord-293333-mqoml9o5 46 9 in in IN cord-293333-mqoml9o5 46 10 conventional conventional JJ cord-293333-mqoml9o5 46 11 care care NN cord-293333-mqoml9o5 46 12 , , , cord-293333-mqoml9o5 46 13 intensive intensive JJ cord-293333-mqoml9o5 46 14 care care NN cord-293333-mqoml9o5 46 15 , , , cord-293333-mqoml9o5 46 16 patients patient NNS cord-293333-mqoml9o5 46 17 which which WDT cord-293333-mqoml9o5 46 18 died die VBD cord-293333-mqoml9o5 46 19 for for IN cord-293333-mqoml9o5 46 20 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 46 21 and and CC cord-293333-mqoml9o5 46 22 patients patient NNS cord-293333-mqoml9o5 46 23 which which WDT cord-293333-mqoml9o5 46 24 were be VBD cord-293333-mqoml9o5 46 25 discharged discharge VBN cord-293333-mqoml9o5 46 26 from from IN cord-293333-mqoml9o5 46 27 the the DT cord-293333-mqoml9o5 46 28 hospital hospital NN cord-293333-mqoml9o5 46 29 because because IN cord-293333-mqoml9o5 46 30 completely completely RB cord-293333-mqoml9o5 46 31 recovered recover VBN cord-293333-mqoml9o5 46 32 or or CC cord-293333-mqoml9o5 46 33 partially partially RB cord-293333-mqoml9o5 46 34 recovered recover VBN cord-293333-mqoml9o5 46 35 but but CC cord-293333-mqoml9o5 46 36 in in IN cord-293333-mqoml9o5 46 37 the the DT cord-293333-mqoml9o5 46 38 condition condition NN cord-293333-mqoml9o5 46 39 of of IN cord-293333-mqoml9o5 46 40 continuing continue VBG cord-293333-mqoml9o5 46 41 their -PRON- PRP$ cord-293333-mqoml9o5 46 42 treatment treatment NN cord-293333-mqoml9o5 46 43 at at IN cord-293333-mqoml9o5 46 44 home home NN cord-293333-mqoml9o5 46 45 . . . cord-293333-mqoml9o5 47 1 The the DT cord-293333-mqoml9o5 47 2 originality originality NN cord-293333-mqoml9o5 47 3 of of IN cord-293333-mqoml9o5 47 4 the the DT cord-293333-mqoml9o5 47 5 data datum NNS cord-293333-mqoml9o5 47 6 from from IN cord-293333-mqoml9o5 47 7 Nantes Nantes NNP cord-293333-mqoml9o5 47 8 university university NN cord-293333-mqoml9o5 47 9 hospital hospital NN cord-293333-mqoml9o5 47 10 lies lie VBZ cord-293333-mqoml9o5 47 11 in in IN cord-293333-mqoml9o5 47 12 the the DT cord-293333-mqoml9o5 47 13 fact fact NN cord-293333-mqoml9o5 47 14 that that IN cord-293333-mqoml9o5 47 15 the the DT cord-293333-mqoml9o5 47 16 lockdown lockdown NN cord-293333-mqoml9o5 47 17 started start VBD cord-293333-mqoml9o5 47 18 early early RB cord-293333-mqoml9o5 47 19 , , , cord-293333-mqoml9o5 47 20 the the DT cord-293333-mqoml9o5 47 21 emergency emergency NN cord-293333-mqoml9o5 47 22 services service NNS cord-293333-mqoml9o5 47 23 were be VBD cord-293333-mqoml9o5 47 24 not not RB cord-293333-mqoml9o5 47 25 saturated saturated JJ cord-293333-mqoml9o5 47 26 and and CC cord-293333-mqoml9o5 47 27 they -PRON- PRP cord-293333-mqoml9o5 47 28 focus focus VBP cord-293333-mqoml9o5 47 29 in in IN cord-293333-mqoml9o5 47 30 a a DT cord-293333-mqoml9o5 47 31 population population NN cord-293333-mqoml9o5 47 32 of of IN cord-293333-mqoml9o5 47 33 patients patient NNS cord-293333-mqoml9o5 47 34 with with IN cord-293333-mqoml9o5 47 35 mild mild JJ cord-293333-mqoml9o5 47 36 or or CC cord-293333-mqoml9o5 47 37 severe severe JJ cord-293333-mqoml9o5 47 38 Covid-19 covid-19 NN cord-293333-mqoml9o5 47 39 cases case NNS cord-293333-mqoml9o5 47 40 . . . cord-293333-mqoml9o5 48 1 The the DT cord-293333-mqoml9o5 48 2 macroscopic macroscopic JJ cord-293333-mqoml9o5 48 3 and and CC cord-293333-mqoml9o5 48 4 local local JJ cord-293333-mqoml9o5 48 5 models model NNS cord-293333-mqoml9o5 48 6 are be VBP cord-293333-mqoml9o5 48 7 illustrated illustrate VBN cord-293333-mqoml9o5 48 8 in in IN cord-293333-mqoml9o5 48 9 Figure Figure NNP cord-293333-mqoml9o5 48 10 1 1 CD cord-293333-mqoml9o5 48 11 . . . cord-293333-mqoml9o5 49 1 Control control NN cord-293333-mqoml9o5 49 2 systems system NNS cord-293333-mqoml9o5 49 3 theoretic theoretic JJ cord-293333-mqoml9o5 49 4 tools tool NNS cord-293333-mqoml9o5 49 5 have have VBP cord-293333-mqoml9o5 49 6 shown show VBN cord-293333-mqoml9o5 49 7 their -PRON- PRP$ cord-293333-mqoml9o5 49 8 efficiency efficiency NN cord-293333-mqoml9o5 49 9 to to TO cord-293333-mqoml9o5 49 10 give give VB cord-293333-mqoml9o5 49 11 a a DT cord-293333-mqoml9o5 49 12 new new JJ cord-293333-mqoml9o5 49 13 insight insight NN cord-293333-mqoml9o5 49 14 for for IN cord-293333-mqoml9o5 49 15 various various JJ cord-293333-mqoml9o5 49 16 biomedical biomedical JJ cord-293333-mqoml9o5 49 17 systems system NNS cord-293333-mqoml9o5 49 18 including include VBG cord-293333-mqoml9o5 49 19 for for IN cord-293333-mqoml9o5 49 20 instance instance NN cord-293333-mqoml9o5 49 21 HIV HIV NNP cord-293333-mqoml9o5 49 22 infection infection NN cord-293333-mqoml9o5 49 23 in in IN cord-293333-mqoml9o5 49 24 Chang Chang NNP cord-293333-mqoml9o5 49 25 et et NNP cord-293333-mqoml9o5 49 26 al al NNP cord-293333-mqoml9o5 49 27 . . . cord-293333-mqoml9o5 50 1 [ [ -LRB- cord-293333-mqoml9o5 50 2 2014 2014 CD cord-293333-mqoml9o5 50 3 ] ] -RRB- cord-293333-mqoml9o5 50 4 . . . cord-293333-mqoml9o5 51 1 It -PRON- PRP cord-293333-mqoml9o5 51 2 is be VBZ cord-293333-mqoml9o5 51 3 argued argue VBN cord-293333-mqoml9o5 51 4 that that IN cord-293333-mqoml9o5 51 5 news news NN cord-293333-mqoml9o5 51 6 solutions solution NNS cord-293333-mqoml9o5 51 7 to to TO cord-293333-mqoml9o5 51 8 cope cope VB cord-293333-mqoml9o5 51 9 with with IN cord-293333-mqoml9o5 51 10 the the DT cord-293333-mqoml9o5 51 11 COVID-19 covid-19 JJ cord-293333-mqoml9o5 51 12 pandemic pandemic NN cord-293333-mqoml9o5 51 13 may may MD cord-293333-mqoml9o5 51 14 also also RB cord-293333-mqoml9o5 51 15 benefit benefit VB cord-293333-mqoml9o5 51 16 of of IN cord-293333-mqoml9o5 51 17 those those DT cord-293333-mqoml9o5 51 18 engineering engineering NN cord-293333-mqoml9o5 51 19 science science NN cord-293333-mqoml9o5 51 20 tools tool NNS cord-293333-mqoml9o5 51 21 . . . cord-293333-mqoml9o5 52 1 The the DT cord-293333-mqoml9o5 52 2 outline outline NN cord-293333-mqoml9o5 52 3 of of IN cord-293333-mqoml9o5 52 4 the the DT cord-293333-mqoml9o5 52 5 paper paper NN cord-293333-mqoml9o5 52 6 is be VBZ cord-293333-mqoml9o5 52 7 as as IN cord-293333-mqoml9o5 52 8 follows follow VBZ cord-293333-mqoml9o5 52 9 . . . cord-293333-mqoml9o5 53 1 A a DT cord-293333-mqoml9o5 53 2 new new JJ cord-293333-mqoml9o5 53 3 infection infection NN cord-293333-mqoml9o5 53 4 model model NN cord-293333-mqoml9o5 53 5 involving involve VBG cord-293333-mqoml9o5 53 6 delays delay NNS cord-293333-mqoml9o5 53 7 is be VBZ cord-293333-mqoml9o5 53 8 derived derive VBN cord-293333-mqoml9o5 53 9 from from IN cord-293333-mqoml9o5 53 10 the the DT cord-293333-mqoml9o5 53 11 standard standard JJ cord-293333-mqoml9o5 53 12 SIR SIR NNP cord-293333-mqoml9o5 53 13 model model NN cord-293333-mqoml9o5 53 14 in in IN cord-293333-mqoml9o5 53 15 Section section NN cord-293333-mqoml9o5 53 16 2 2 CD cord-293333-mqoml9o5 53 17 . . . cord-293333-mqoml9o5 54 1 To to TO cord-293333-mqoml9o5 54 2 fit fit VB cord-293333-mqoml9o5 54 3 to to IN cord-293333-mqoml9o5 54 4 the the DT cord-293333-mqoml9o5 54 5 mainstream mainstream NN cord-293333-mqoml9o5 54 6 of of IN cord-293333-mqoml9o5 54 7 the the DT cord-293333-mqoml9o5 54 8 current current JJ cord-293333-mqoml9o5 54 9 literature literature NN cord-293333-mqoml9o5 54 10 , , , cord-293333-mqoml9o5 54 11 this this DT cord-293333-mqoml9o5 54 12 model model NN cord-293333-mqoml9o5 54 13 is be VBZ cord-293333-mqoml9o5 54 14 described describe VBN cord-293333-mqoml9o5 54 15 in in IN cord-293333-mqoml9o5 54 16 continuous continuous JJ cord-293333-mqoml9o5 54 17 time time NN cord-293333-mqoml9o5 54 18 . . . cord-293333-mqoml9o5 55 1 The the DT cord-293333-mqoml9o5 55 2 observability observability NN cord-293333-mqoml9o5 55 3 analysis analysis NN cord-293333-mqoml9o5 55 4 of of IN cord-293333-mqoml9o5 55 5 this this DT cord-293333-mqoml9o5 55 6 continuous continuous JJ cord-293333-mqoml9o5 55 7 time time NN cord-293333-mqoml9o5 55 8 - - HYPH cord-293333-mqoml9o5 55 9 delay delay NN cord-293333-mqoml9o5 55 10 model model NN cord-293333-mqoml9o5 55 11 is be VBZ cord-293333-mqoml9o5 55 12 processed process VBN cord-293333-mqoml9o5 55 13 in in IN cord-293333-mqoml9o5 55 14 Section section NN cord-293333-mqoml9o5 55 15 3 3 CD cord-293333-mqoml9o5 55 16 . . . cord-293333-mqoml9o5 56 1 A a DT cord-293333-mqoml9o5 56 2 subsystem subsystem NN cord-293333-mqoml9o5 56 3 , , , cord-293333-mqoml9o5 56 4 consisting consist VBG cord-293333-mqoml9o5 56 5 in in IN cord-293333-mqoml9o5 56 6 a a DT cord-293333-mqoml9o5 56 7 node node NN cord-293333-mqoml9o5 56 8 of of IN cord-293333-mqoml9o5 56 9 the the DT cord-293333-mqoml9o5 56 10 global global JJ cord-293333-mqoml9o5 56 11 health health NN cord-293333-mqoml9o5 56 12 system system NN cord-293333-mqoml9o5 56 13 network network NN cord-293333-mqoml9o5 56 14 , , , cord-293333-mqoml9o5 56 15 is be VBZ cord-293333-mqoml9o5 56 16 extracted extract VBN cord-293333-mqoml9o5 56 17 and and CC cord-293333-mqoml9o5 56 18 further further RB cord-293333-mqoml9o5 56 19 detailed detail VBN cord-293333-mqoml9o5 56 20 in in IN cord-293333-mqoml9o5 56 21 Section section NN cord-293333-mqoml9o5 56 22 4 4 CD cord-293333-mqoml9o5 56 23 as as IN cord-293333-mqoml9o5 56 24 it -PRON- PRP cord-293333-mqoml9o5 56 25 models model VBZ cord-293333-mqoml9o5 56 26 the the DT cord-293333-mqoml9o5 56 27 dynamics dynamic NNS cord-293333-mqoml9o5 56 28 inside inside IN cord-293333-mqoml9o5 56 29 a a DT cord-293333-mqoml9o5 56 30 hospital hospital NN cord-293333-mqoml9o5 56 31 center center NN cord-293333-mqoml9o5 56 32 . . . cord-293333-mqoml9o5 57 1 Since since IN cord-293333-mqoml9o5 57 2 such such PDT cord-293333-mqoml9o5 57 3 a a DT cord-293333-mqoml9o5 57 4 model model NN cord-293333-mqoml9o5 57 5 is be VBZ cord-293333-mqoml9o5 57 6 obtained obtain VBN cord-293333-mqoml9o5 57 7 from from IN cord-293333-mqoml9o5 57 8 the the DT cord-293333-mqoml9o5 57 9 daily daily JJ cord-293333-mqoml9o5 57 10 data datum NNS cord-293333-mqoml9o5 57 11 available available JJ cord-293333-mqoml9o5 57 12 from from IN cord-293333-mqoml9o5 57 13 a a DT cord-293333-mqoml9o5 57 14 University University NNP cord-293333-mqoml9o5 57 15 hospital hospital NN cord-293333-mqoml9o5 57 16 , , , cord-293333-mqoml9o5 57 17 this this DT cord-293333-mqoml9o5 57 18 second second JJ cord-293333-mqoml9o5 57 19 local local JJ cord-293333-mqoml9o5 57 20 model model NN cord-293333-mqoml9o5 57 21 is be VBZ cord-293333-mqoml9o5 57 22 directly directly RB cord-293333-mqoml9o5 57 23 designed design VBN cord-293333-mqoml9o5 57 24 in in IN cord-293333-mqoml9o5 57 25 discrete discrete JJ cord-293333-mqoml9o5 57 26 - - HYPH cord-293333-mqoml9o5 57 27 time time NN cord-293333-mqoml9o5 57 28 . . . cord-293333-mqoml9o5 58 1 In in IN cord-293333-mqoml9o5 58 2 Section section NN cord-293333-mqoml9o5 58 3 5 5 CD cord-293333-mqoml9o5 58 4 a a DT cord-293333-mqoml9o5 58 5 discussion discussion NN cord-293333-mqoml9o5 58 6 on on IN cord-293333-mqoml9o5 58 7 the the DT cord-293333-mqoml9o5 58 8 identification identification NN cord-293333-mqoml9o5 58 9 of of IN cord-293333-mqoml9o5 58 10 the the DT cord-293333-mqoml9o5 58 11 parameters parameter NNS cord-293333-mqoml9o5 58 12 characterizing characterize VBG cord-293333-mqoml9o5 58 13 the the DT cord-293333-mqoml9o5 58 14 local local JJ cord-293333-mqoml9o5 58 15 model model NN cord-293333-mqoml9o5 58 16 and and CC cord-293333-mqoml9o5 58 17 their -PRON- PRP$ cord-293333-mqoml9o5 58 18 interpretation interpretation NN cord-293333-mqoml9o5 58 19 is be VBZ cord-293333-mqoml9o5 58 20 carried carry VBN cord-293333-mqoml9o5 58 21 out out RP cord-293333-mqoml9o5 58 22 . . . cord-293333-mqoml9o5 59 1 Conclusions conclusion NNS cord-293333-mqoml9o5 59 2 are be VBP cord-293333-mqoml9o5 59 3 pointed point VBN cord-293333-mqoml9o5 59 4 out out RP cord-293333-mqoml9o5 59 5 in in IN cord-293333-mqoml9o5 59 6 Section section NN cord-293333-mqoml9o5 59 7 6 6 CD cord-293333-mqoml9o5 59 8 . . . cord-293333-mqoml9o5 60 1 The the DT cord-293333-mqoml9o5 60 2 evolution evolution NN cord-293333-mqoml9o5 60 3 of of IN cord-293333-mqoml9o5 60 4 the the DT cord-293333-mqoml9o5 60 5 illness illness NN cord-293333-mqoml9o5 60 6 is be VBZ cord-293333-mqoml9o5 60 7 described describe VBN cord-293333-mqoml9o5 60 8 through through IN cord-293333-mqoml9o5 60 9 the the DT cord-293333-mqoml9o5 60 10 following follow VBG cord-293333-mqoml9o5 60 11 dynamical dynamical JJ cord-293333-mqoml9o5 60 12 model model NN cord-293333-mqoml9o5 60 13 which which WDT cord-293333-mqoml9o5 60 14 represents represent VBZ cord-293333-mqoml9o5 60 15 a a DT cord-293333-mqoml9o5 60 16 modification modification NN cord-293333-mqoml9o5 60 17 of of IN cord-293333-mqoml9o5 60 18 the the DT cord-293333-mqoml9o5 60 19 well well RB cord-293333-mqoml9o5 60 20 - - HYPH cord-293333-mqoml9o5 60 21 known know VBN cord-293333-mqoml9o5 60 22 SIR SIR NNP cord-293333-mqoml9o5 60 23 model model NN cord-293333-mqoml9o5 60 24 introduced introduce VBN cord-293333-mqoml9o5 60 25 in in IN cord-293333-mqoml9o5 60 26 1927 1927 CD cord-293333-mqoml9o5 60 27 in in IN cord-293333-mqoml9o5 60 28 Kermack Kermack NNP cord-293333-mqoml9o5 60 29 and and CC cord-293333-mqoml9o5 60 30 McKendrick McKendrick NNP cord-293333-mqoml9o5 60 31 [ [ -LRB- cord-293333-mqoml9o5 60 32 1927 1927 CD cord-293333-mqoml9o5 60 33 ] ] -RRB- cord-293333-mqoml9o5 60 34 to to TO cord-293333-mqoml9o5 60 35 describe describe VB cord-293333-mqoml9o5 60 36 the the DT cord-293333-mqoml9o5 60 37 diffusion diffusion NN cord-293333-mqoml9o5 60 38 of of IN cord-293333-mqoml9o5 60 39 an an DT cord-293333-mqoml9o5 60 40 epidemic epidemic NN cord-293333-mqoml9o5 60 41 disease disease NN cord-293333-mqoml9o5 60 42 by by IN cord-293333-mqoml9o5 60 43 considering consider VBG cord-293333-mqoml9o5 60 44 the the DT cord-293333-mqoml9o5 60 45 evolution evolution NN cord-293333-mqoml9o5 60 46 of of IN cord-293333-mqoml9o5 60 47 three three CD cord-293333-mqoml9o5 60 48 classes class NNS cord-293333-mqoml9o5 60 49 of of IN cord-293333-mqoml9o5 60 50 people people NNS cord-293333-mqoml9o5 60 51 ( ( -LRB- cord-293333-mqoml9o5 60 52 compartments compartment NNS cord-293333-mqoml9o5 60 53 ) ) -RRB- cord-293333-mqoml9o5 61 1 the the DT cord-293333-mqoml9o5 61 2 Susceptible susceptible JJ cord-293333-mqoml9o5 61 3 individuals individual NNS cord-293333-mqoml9o5 61 4 , , , cord-293333-mqoml9o5 61 5 those those DT cord-293333-mqoml9o5 61 6 who who WP cord-293333-mqoml9o5 61 7 can can MD cord-293333-mqoml9o5 61 8 become become VB cord-293333-mqoml9o5 61 9 infected infect VBN cord-293333-mqoml9o5 61 10 , , , cord-293333-mqoml9o5 61 11 the the DT cord-293333-mqoml9o5 61 12 Infected Infected NNP cord-293333-mqoml9o5 61 13 , , , cord-293333-mqoml9o5 61 14 those those DT cord-293333-mqoml9o5 61 15 who who WP cord-293333-mqoml9o5 61 16 spread spread VBD cord-293333-mqoml9o5 61 17 the the DT cord-293333-mqoml9o5 61 18 disease disease NN cord-293333-mqoml9o5 61 19 around around RB cord-293333-mqoml9o5 61 20 , , , cord-293333-mqoml9o5 61 21 and and CC cord-293333-mqoml9o5 61 22 the the DT cord-293333-mqoml9o5 61 23 Recovered Recovered NNP cord-293333-mqoml9o5 61 24 , , , cord-293333-mqoml9o5 61 25 those those DT cord-293333-mqoml9o5 61 26 who who WP cord-293333-mqoml9o5 61 27 recovered recover VBD cord-293333-mqoml9o5 61 28 from from IN cord-293333-mqoml9o5 61 29 the the DT cord-293333-mqoml9o5 61 30 disease disease NN cord-293333-mqoml9o5 61 31 . . . cord-293333-mqoml9o5 62 1 With with IN cord-293333-mqoml9o5 62 2 respect respect NN cord-293333-mqoml9o5 62 3 to to IN cord-293333-mqoml9o5 62 4 the the DT cord-293333-mqoml9o5 62 5 SIR SIR NNP cord-293333-mqoml9o5 62 6 model model NN cord-293333-mqoml9o5 62 7 , , , cord-293333-mqoml9o5 62 8 hereafter hereafter RB cord-293333-mqoml9o5 62 9 we -PRON- PRP cord-293333-mqoml9o5 62 10 split split VBD cord-293333-mqoml9o5 62 11 the the DT cord-293333-mqoml9o5 62 12 Infected infected JJ cord-293333-mqoml9o5 62 13 people people NNS cord-293333-mqoml9o5 62 14 into into IN cord-293333-mqoml9o5 62 15 two two CD cord-293333-mqoml9o5 62 16 compartments compartment NNS cord-293333-mqoml9o5 62 17 due due JJ cord-293333-mqoml9o5 62 18 to to IN cord-293333-mqoml9o5 62 19 the the DT cord-293333-mqoml9o5 62 20 specifity specifity NN cord-293333-mqoml9o5 62 21 of of IN cord-293333-mqoml9o5 62 22 the the DT cord-293333-mqoml9o5 62 23 disease disease NN cord-293333-mqoml9o5 62 24 , , , cord-293333-mqoml9o5 62 25 and and CC cord-293333-mqoml9o5 62 26 we -PRON- PRP cord-293333-mqoml9o5 62 27 consider consider VBP cord-293333-mqoml9o5 62 28 also also RB cord-293333-mqoml9o5 62 29 the the DT cord-293333-mqoml9o5 62 30 compartment compartment NN cord-293333-mqoml9o5 62 31 of of IN cord-293333-mqoml9o5 62 32 dying die VBG cord-293333-mqoml9o5 62 33 people people NNS cord-293333-mqoml9o5 62 34 . . . cord-293333-mqoml9o5 63 1 In in IN cord-293333-mqoml9o5 63 2 particular particular JJ cord-293333-mqoml9o5 63 3 apart apart RB cord-293333-mqoml9o5 63 4 the the DT cord-293333-mqoml9o5 63 5 high high JJ cord-293333-mqoml9o5 63 6 transmission transmission NN cord-293333-mqoml9o5 63 7 rate rate NN cord-293333-mqoml9o5 63 8 , , , cord-293333-mqoml9o5 63 9 other other JJ cord-293333-mqoml9o5 63 10 two two CD cord-293333-mqoml9o5 63 11 aspects aspect NNS cord-293333-mqoml9o5 63 12 were be VBD cord-293333-mqoml9o5 63 13 immediately immediately RB cord-293333-mqoml9o5 63 14 pointed point VBN cord-293333-mqoml9o5 63 15 out out RP cord-293333-mqoml9o5 63 16 by by IN cord-293333-mqoml9o5 63 17 the the DT cord-293333-mqoml9o5 63 18 physicians physician NNS cord-293333-mqoml9o5 63 19 which which WDT cord-293333-mqoml9o5 63 20 did do VBD cord-293333-mqoml9o5 63 21 strongly strongly RB cord-293333-mqoml9o5 63 22 influence influence VB cord-293333-mqoml9o5 63 23 the the DT cord-293333-mqoml9o5 63 24 diffusion diffusion NN cord-293333-mqoml9o5 63 25 of of IN cord-293333-mqoml9o5 63 26 the the DT cord-293333-mqoml9o5 63 27 disease disease NN cord-293333-mqoml9o5 63 28 and and CC cord-293333-mqoml9o5 63 29 the the DT cord-293333-mqoml9o5 63 30 medical medical JJ cord-293333-mqoml9o5 63 31 resources resource NNS cord-293333-mqoml9o5 63 32 : : : cord-293333-mqoml9o5 63 33 first first RB cord-293333-mqoml9o5 63 34 it -PRON- PRP cord-293333-mqoml9o5 63 35 was be VBD cord-293333-mqoml9o5 63 36 estimated estimate VBN cord-293333-mqoml9o5 63 37 that that IN cord-293333-mqoml9o5 63 38 a a DT cord-293333-mqoml9o5 63 39 large large JJ cord-293333-mqoml9o5 63 40 delay delay NN cord-293333-mqoml9o5 63 41 of of IN cord-293333-mqoml9o5 63 42 time time NN cord-293333-mqoml9o5 63 43 ( ( -LRB- cord-293333-mqoml9o5 63 44 10 10 CD cord-293333-mqoml9o5 63 45 to to TO cord-293333-mqoml9o5 63 46 14 14 CD cord-293333-mqoml9o5 63 47 days day NNS cord-293333-mqoml9o5 63 48 ) ) -RRB- cord-293333-mqoml9o5 63 49 is be VBZ cord-293333-mqoml9o5 63 50 present present JJ cord-293333-mqoml9o5 63 51 between between IN cord-293333-mqoml9o5 63 52 the the DT cord-293333-mqoml9o5 63 53 moment moment NN cord-293333-mqoml9o5 63 54 in in IN cord-293333-mqoml9o5 63 55 which which WDT cord-293333-mqoml9o5 63 56 a a DT cord-293333-mqoml9o5 63 57 person person NN cord-293333-mqoml9o5 63 58 becomes become VBZ cord-293333-mqoml9o5 63 59 infected infected JJ cord-293333-mqoml9o5 63 60 and and CC cord-293333-mqoml9o5 63 61 can can MD cord-293333-mqoml9o5 63 62 infect infect VB cord-293333-mqoml9o5 63 63 , , , cord-293333-mqoml9o5 63 64 and and CC cord-293333-mqoml9o5 63 65 the the DT cord-293333-mqoml9o5 63 66 instant instant NN cord-293333-mqoml9o5 63 67 in in IN cord-293333-mqoml9o5 63 68 which which WDT cord-293333-mqoml9o5 63 69 symptoms symptom NNS cord-293333-mqoml9o5 63 70 become become VBP cord-293333-mqoml9o5 63 71 evident evident JJ cord-293333-mqoml9o5 63 72 and and CC cord-293333-mqoml9o5 63 73 the the DT cord-293333-mqoml9o5 63 74 person person NN cord-293333-mqoml9o5 63 75 is be VBZ cord-293333-mqoml9o5 63 76 isolated isolate VBN cord-293333-mqoml9o5 63 77 and and CC cord-293333-mqoml9o5 63 78 sent send VBN cord-293333-mqoml9o5 63 79 to to IN cord-293333-mqoml9o5 63 80 quarantine quarantine VB cord-293333-mqoml9o5 63 81 . . . cord-293333-mqoml9o5 64 1 Secondly secondly RB cord-293333-mqoml9o5 64 2 it -PRON- PRP cord-293333-mqoml9o5 64 3 took take VBD cord-293333-mqoml9o5 64 4 a a DT cord-293333-mqoml9o5 64 5 long long JJ cord-293333-mqoml9o5 64 6 time time NN cord-293333-mqoml9o5 64 7 for for IN cord-293333-mqoml9o5 64 8 many many JJ cord-293333-mqoml9o5 64 9 patients patient NNS cord-293333-mqoml9o5 64 10 to to TO cord-293333-mqoml9o5 64 11 recover recover VB cord-293333-mqoml9o5 64 12 from from IN cord-293333-mqoml9o5 64 13 the the DT cord-293333-mqoml9o5 64 14 disease disease NN cord-293333-mqoml9o5 64 15 . . . cord-293333-mqoml9o5 65 1 Some some DT cord-293333-mqoml9o5 65 2 of of IN cord-293333-mqoml9o5 65 3 them -PRON- PRP cord-293333-mqoml9o5 65 4 were be VBD cord-293333-mqoml9o5 65 5 in in IN cord-293333-mqoml9o5 65 6 hospital hospital NN cord-293333-mqoml9o5 65 7 and and CC cord-293333-mqoml9o5 65 8 in in IN cord-293333-mqoml9o5 65 9 intensive intensive JJ cord-293333-mqoml9o5 65 10 care care NN cord-293333-mqoml9o5 65 11 for for IN cord-293333-mqoml9o5 65 12 a a DT cord-293333-mqoml9o5 65 13 big big JJ cord-293333-mqoml9o5 65 14 amount amount NN cord-293333-mqoml9o5 65 15 of of IN cord-293333-mqoml9o5 65 16 time time NN cord-293333-mqoml9o5 65 17 ( ( -LRB- cord-293333-mqoml9o5 65 18 many many JJ cord-293333-mqoml9o5 65 19 more more JJR cord-293333-mqoml9o5 65 20 than than IN cord-293333-mqoml9o5 65 21 one one CD cord-293333-mqoml9o5 65 22 month month NN cord-293333-mqoml9o5 65 23 ) ) -RRB- cord-293333-mqoml9o5 65 24 thus thus RB cord-293333-mqoml9o5 65 25 maintaining maintain VBG cord-293333-mqoml9o5 65 26 the the DT cord-293333-mqoml9o5 65 27 resources resource NNS cord-293333-mqoml9o5 65 28 unavailable unavailable JJ cord-293333-mqoml9o5 65 29 to to TO cord-293333-mqoml9o5 65 30 help help VB cord-293333-mqoml9o5 65 31 other other JJ cord-293333-mqoml9o5 65 32 patients patient NNS cord-293333-mqoml9o5 65 33 . . . cord-293333-mqoml9o5 66 1 To to TO cord-293333-mqoml9o5 66 2 highlight highlight VB cord-293333-mqoml9o5 66 3 these these DT cord-293333-mqoml9o5 66 4 two two CD cord-293333-mqoml9o5 66 5 aspects aspect NNS cord-293333-mqoml9o5 66 6 we -PRON- PRP cord-293333-mqoml9o5 66 7 then then RB cord-293333-mqoml9o5 66 8 refer refer VBP cord-293333-mqoml9o5 66 9 in in IN cord-293333-mqoml9o5 66 10 the the DT cord-293333-mqoml9o5 66 11 following follow VBG cord-293333-mqoml9o5 66 12 to to IN cord-293333-mqoml9o5 66 13 a a DT cord-293333-mqoml9o5 66 14 time time NN cord-293333-mqoml9o5 66 15 delay delay NN cord-293333-mqoml9o5 66 16 system system NN cord-293333-mqoml9o5 66 17 . . . cord-293333-mqoml9o5 67 1 As as IN cord-293333-mqoml9o5 67 2 it -PRON- PRP cord-293333-mqoml9o5 67 3 will will MD cord-293333-mqoml9o5 67 4 be be VB cord-293333-mqoml9o5 67 5 shown show VBN cord-293333-mqoml9o5 67 6 in in IN cord-293333-mqoml9o5 67 7 the the DT cord-293333-mqoml9o5 67 8 next next JJ cord-293333-mqoml9o5 67 9 section section NN cord-293333-mqoml9o5 67 10 the the DT cord-293333-mqoml9o5 67 11 delay delay NN cord-293333-mqoml9o5 67 12 introduced introduce VBN cord-293333-mqoml9o5 67 13 will will MD cord-293333-mqoml9o5 67 14 have have VB cord-293333-mqoml9o5 67 15 an an DT cord-293333-mqoml9o5 67 16 important important JJ cord-293333-mqoml9o5 67 17 role role NN cord-293333-mqoml9o5 67 18 on on IN cord-293333-mqoml9o5 67 19 the the DT cord-293333-mqoml9o5 67 20 observability observability NN cord-293333-mqoml9o5 67 21 properties property NNS cord-293333-mqoml9o5 67 22 of of IN cord-293333-mqoml9o5 67 23 the the DT cord-293333-mqoml9o5 67 24 dynamics dynamic NNS cord-293333-mqoml9o5 67 25 and and CC cord-293333-mqoml9o5 67 26 thus thus RB cord-293333-mqoml9o5 67 27 can can MD cord-293333-mqoml9o5 67 28 not not RB cord-293333-mqoml9o5 67 29 be be VB cord-293333-mqoml9o5 67 30 neglected neglect VBN cord-293333-mqoml9o5 67 31 . . . cord-293333-mqoml9o5 68 1 Such such JJ cord-293333-mqoml9o5 68 2 a a DT cord-293333-mqoml9o5 68 3 dynamics dynamic NNS cord-293333-mqoml9o5 68 4 can can MD cord-293333-mqoml9o5 68 5 then then RB cord-293333-mqoml9o5 68 6 be be VB cord-293333-mqoml9o5 68 7 described describe VBN cord-293333-mqoml9o5 68 8 by by IN cord-293333-mqoml9o5 68 9 the the DT cord-293333-mqoml9o5 68 10 following following JJ cord-293333-mqoml9o5 68 11 delay delay NN cord-293333-mqoml9o5 68 12 - - HYPH cord-293333-mqoml9o5 68 13 differential differential NN cord-293333-mqoml9o5 68 14 equations equation NNS cord-293333-mqoml9o5 68 15 : : : cord-293333-mqoml9o5 69 1 • • NNP cord-293333-mqoml9o5 70 1 I -PRON- PRP cord-293333-mqoml9o5 70 2 q q NNP cord-293333-mqoml9o5 70 3 are be VBP cord-293333-mqoml9o5 70 4 the the DT cord-293333-mqoml9o5 70 5 infected infected JJ cord-293333-mqoml9o5 70 6 patients patient NNS cord-293333-mqoml9o5 70 7 aware aware JJ cord-293333-mqoml9o5 70 8 of of IN cord-293333-mqoml9o5 70 9 their -PRON- PRP$ cord-293333-mqoml9o5 70 10 disease disease NN cord-293333-mqoml9o5 70 11 and and CC cord-293333-mqoml9o5 70 12 who who WP cord-293333-mqoml9o5 70 13 are be VBP cord-293333-mqoml9o5 70 14 thus thus RB cord-293333-mqoml9o5 70 15 in in IN cord-293333-mqoml9o5 70 16 quarantine quarantine NN cord-293333-mqoml9o5 70 17 . . . cord-293333-mqoml9o5 71 1 They -PRON- PRP cord-293333-mqoml9o5 71 2 include include VBP cord-293333-mqoml9o5 71 3 all all DT cord-293333-mqoml9o5 71 4 hospitalized hospitalize VBN cord-293333-mqoml9o5 71 5 patients patient NNS cord-293333-mqoml9o5 71 6 , , , cord-293333-mqoml9o5 71 7 but but CC cord-293333-mqoml9o5 71 8 not not RB cord-293333-mqoml9o5 71 9 only only RB cord-293333-mqoml9o5 71 10 . . . cord-293333-mqoml9o5 72 1 • • NNP cord-293333-mqoml9o5 73 1 R r NN cord-293333-mqoml9o5 73 2 is be VBZ cord-293333-mqoml9o5 73 3 the the DT cord-293333-mqoml9o5 73 4 sub sub NN cord-293333-mqoml9o5 73 5 - - JJ cord-293333-mqoml9o5 73 6 population population NN cord-293333-mqoml9o5 73 7 which which WDT cord-293333-mqoml9o5 73 8 has have VBZ cord-293333-mqoml9o5 73 9 recovered recover VBN cord-293333-mqoml9o5 73 10 from from IN cord-293333-mqoml9o5 73 11 the the DT cord-293333-mqoml9o5 73 12 infection infection NN cord-293333-mqoml9o5 73 13 . . . cord-293333-mqoml9o5 74 1 • • NNP cord-293333-mqoml9o5 75 1 D D NNP cord-293333-mqoml9o5 75 2 q q NNP cord-293333-mqoml9o5 75 3 denotes denote VBZ cord-293333-mqoml9o5 75 4 the the DT cord-293333-mqoml9o5 75 5 cumulative cumulative JJ cord-293333-mqoml9o5 75 6 number number NN cord-293333-mqoml9o5 75 7 of of IN cord-293333-mqoml9o5 75 8 patients patient NNS cord-293333-mqoml9o5 75 9 who who WP cord-293333-mqoml9o5 75 10 deceased decease VBD cord-293333-mqoml9o5 75 11 from from IN cord-293333-mqoml9o5 75 12 the the DT cord-293333-mqoml9o5 75 13 infection infection NN cord-293333-mqoml9o5 75 14 and and CC cord-293333-mqoml9o5 75 15 were be VBD cord-293333-mqoml9o5 75 16 already already RB cord-293333-mqoml9o5 75 17 identified identify VBN cord-293333-mqoml9o5 75 18 so so IN cord-293333-mqoml9o5 75 19 they -PRON- PRP cord-293333-mqoml9o5 75 20 are be VBP cord-293333-mqoml9o5 75 21 part part NN cord-293333-mqoml9o5 75 22 of of IN cord-293333-mqoml9o5 75 23 the the DT cord-293333-mqoml9o5 75 24 I I NNP cord-293333-mqoml9o5 75 25 q q NNP cord-293333-mqoml9o5 75 26 population population NN cord-293333-mqoml9o5 75 27 . . . cord-293333-mqoml9o5 76 1 • • NNP cord-293333-mqoml9o5 77 1 S S NNP cord-293333-mqoml9o5 77 2 is be VBZ cord-293333-mqoml9o5 77 3 the the DT cord-293333-mqoml9o5 77 4 amount amount NN cord-293333-mqoml9o5 77 5 of of IN cord-293333-mqoml9o5 77 6 naive naive JJ cord-293333-mqoml9o5 77 7 individuals individual NNS cord-293333-mqoml9o5 77 8 among among IN cord-293333-mqoml9o5 77 9 a a DT cord-293333-mqoml9o5 77 10 given give VBN cord-293333-mqoml9o5 77 11 population population NN cord-293333-mqoml9o5 77 12 which which WDT cord-293333-mqoml9o5 77 13 are be VBP cord-293333-mqoml9o5 77 14 susceptible susceptible JJ cord-293333-mqoml9o5 77 15 to to TO cord-293333-mqoml9o5 77 16 become become VB cord-293333-mqoml9o5 77 17 infected infected JJ cord-293333-mqoml9o5 77 18 . . . cord-293333-mqoml9o5 78 1 The the DT cord-293333-mqoml9o5 78 2 S S NNP cord-293333-mqoml9o5 78 3 population population NN cord-293333-mqoml9o5 78 4 is be VBZ cord-293333-mqoml9o5 78 5 infected infect VBN cord-293333-mqoml9o5 78 6 by by IN cord-293333-mqoml9o5 78 7 the the DT cord-293333-mqoml9o5 78 8 I -PRON- PRP cord-293333-mqoml9o5 78 9 a a DT cord-293333-mqoml9o5 78 10 infected infected JJ cord-293333-mqoml9o5 78 11 individuals individual NNS cord-293333-mqoml9o5 78 12 which which WDT cord-293333-mqoml9o5 78 13 are be VBP cord-293333-mqoml9o5 78 14 not not RB cord-293333-mqoml9o5 78 15 in in IN cord-293333-mqoml9o5 78 16 quarantine quarantine NN cord-293333-mqoml9o5 78 17 . . . cord-293333-mqoml9o5 79 1 • • NNP cord-293333-mqoml9o5 80 1 I -PRON- PRP cord-293333-mqoml9o5 80 2 a a DT cord-293333-mqoml9o5 80 3 are be VBP cord-293333-mqoml9o5 80 4 asymptomatic asymptomatic JJ cord-293333-mqoml9o5 80 5 infected infected JJ cord-293333-mqoml9o5 80 6 people people NNS cord-293333-mqoml9o5 80 7 which which WDT cord-293333-mqoml9o5 80 8 represent represent VBP cord-293333-mqoml9o5 80 9 the the DT cord-293333-mqoml9o5 80 10 main main JJ cord-293333-mqoml9o5 80 11 source source NN cord-293333-mqoml9o5 80 12 of of IN cord-293333-mqoml9o5 80 13 infection infection NN cord-293333-mqoml9o5 80 14 and and CC cord-293333-mqoml9o5 80 15 who who WP cord-293333-mqoml9o5 80 16 spread spread VBD cord-293333-mqoml9o5 80 17 out out RP cord-293333-mqoml9o5 80 18 the the DT cord-293333-mqoml9o5 80 19 infection infection NN cord-293333-mqoml9o5 80 20 among among IN cord-293333-mqoml9o5 80 21 the the DT cord-293333-mqoml9o5 80 22 general general JJ cord-293333-mqoml9o5 80 23 population population NN cord-293333-mqoml9o5 80 24 . . . cord-293333-mqoml9o5 81 1 • • NNP cord-293333-mqoml9o5 82 1 β β NN cord-293333-mqoml9o5 83 1 SI SI NNP cord-293333-mqoml9o5 83 2 a a DT cord-293333-mqoml9o5 83 3 is be VBZ cord-293333-mqoml9o5 83 4 the the DT cord-293333-mqoml9o5 83 5 amount amount NN cord-293333-mqoml9o5 83 6 of of IN cord-293333-mqoml9o5 83 7 newly newly RB cord-293333-mqoml9o5 83 8 infected infect VBN cord-293333-mqoml9o5 83 9 individuals individual NNS cord-293333-mqoml9o5 83 10 per per IN cord-293333-mqoml9o5 83 11 time time NN cord-293333-mqoml9o5 83 12 unit unit NN cord-293333-mqoml9o5 83 13 . . . cord-293333-mqoml9o5 84 1 This this DT cord-293333-mqoml9o5 84 2 term term NN cord-293333-mqoml9o5 84 3 splits split VBZ cord-293333-mqoml9o5 84 4 into into IN cord-293333-mqoml9o5 84 5 two two CD cord-293333-mqoml9o5 84 6 parts part NNS cord-293333-mqoml9o5 84 7 , , , cord-293333-mqoml9o5 84 8 a a DT cord-293333-mqoml9o5 84 9 smaller small JJR cord-293333-mqoml9o5 84 10 part part NN cord-293333-mqoml9o5 84 11 of of IN cord-293333-mqoml9o5 84 12 very very RB cord-293333-mqoml9o5 84 13 sensitive sensitive JJ cord-293333-mqoml9o5 84 14 people people NNS cord-293333-mqoml9o5 84 15 which which WDT cord-293333-mqoml9o5 84 16 affects affect VBZ cord-293333-mqoml9o5 84 17 the the DT cord-293333-mqoml9o5 84 18 dynamics dynamic NNS cord-293333-mqoml9o5 84 19 of of IN cord-293333-mqoml9o5 84 20 I I NNP cord-293333-mqoml9o5 84 21 q q NNP cord-293333-mqoml9o5 84 22 and and CC cord-293333-mqoml9o5 84 23 the the DT cord-293333-mqoml9o5 84 24 majority majority NN cord-293333-mqoml9o5 84 25 of of IN cord-293333-mqoml9o5 84 26 newly newly RB cord-293333-mqoml9o5 84 27 infected infect VBN cord-293333-mqoml9o5 84 28 individuals individual NNS cord-293333-mqoml9o5 84 29 will will MD cord-293333-mqoml9o5 84 30 increase increase VB cord-293333-mqoml9o5 84 31 the the DT cord-293333-mqoml9o5 84 32 number number NN cord-293333-mqoml9o5 84 33 I -PRON- PRP cord-293333-mqoml9o5 84 34 a a DT cord-293333-mqoml9o5 84 35 . . . cord-293333-mqoml9o5 85 1 • • NNP cord-293333-mqoml9o5 86 1 α α NNP cord-293333-mqoml9o5 86 2 denotes denote VBZ cord-293333-mqoml9o5 86 3 the the DT cord-293333-mqoml9o5 86 4 death death NN cord-293333-mqoml9o5 86 5 rate rate NN cord-293333-mqoml9o5 86 6 due due IN cord-293333-mqoml9o5 86 7 to to IN cord-293333-mqoml9o5 86 8 the the DT cord-293333-mqoml9o5 86 9 infection infection NN cord-293333-mqoml9o5 86 10 and and CC cord-293333-mqoml9o5 86 11 mainly mainly RB cord-293333-mqoml9o5 86 12 affects affect VBZ cord-293333-mqoml9o5 86 13 the the DT cord-293333-mqoml9o5 86 14 I i NN cord-293333-mqoml9o5 86 15 q q NN cord-293333-mqoml9o5 86 16 population population NN cord-293333-mqoml9o5 86 17 . . . cord-293333-mqoml9o5 87 1 • • NNP cord-293333-mqoml9o5 88 1 γ γ NNP cord-293333-mqoml9o5 89 1 q q NNP cord-293333-mqoml9o5 90 1 I -PRON- PRP cord-293333-mqoml9o5 90 2 q q NNP cord-293333-mqoml9o5 90 3 ( ( -LRB- cord-293333-mqoml9o5 90 4 t t NNP cord-293333-mqoml9o5 90 5 − − NNP cord-293333-mqoml9o5 90 6 q q NNP cord-293333-mqoml9o5 90 7 τ τ NN cord-293333-mqoml9o5 90 8 ) ) -RRB- cord-293333-mqoml9o5 90 9 is be VBZ cord-293333-mqoml9o5 90 10 the the DT cord-293333-mqoml9o5 90 11 amount amount NN cord-293333-mqoml9o5 90 12 of of IN cord-293333-mqoml9o5 90 13 patients patient NNS cord-293333-mqoml9o5 90 14 in in IN cord-293333-mqoml9o5 90 15 quarantine quarantine NN cord-293333-mqoml9o5 90 16 who who WP cord-293333-mqoml9o5 90 17 recover recover VBP cord-293333-mqoml9o5 90 18 from from IN cord-293333-mqoml9o5 90 19 the the DT cord-293333-mqoml9o5 90 20 disease disease NN cord-293333-mqoml9o5 90 21 . . . cord-293333-mqoml9o5 91 1 • • NNP cord-293333-mqoml9o5 92 1 γ γ NNP cord-293333-mqoml9o5 92 2 a a DT cord-293333-mqoml9o5 93 1 I -PRON- PRP cord-293333-mqoml9o5 93 2 a a DT cord-293333-mqoml9o5 93 3 ( ( -LRB- cord-293333-mqoml9o5 93 4 t t NNP cord-293333-mqoml9o5 93 5 − − NNP cord-293333-mqoml9o5 93 6 a a DT cord-293333-mqoml9o5 93 7 τ τ NN cord-293333-mqoml9o5 93 8 ) ) -RRB- cord-293333-mqoml9o5 93 9 is be VBZ cord-293333-mqoml9o5 93 10 the the DT cord-293333-mqoml9o5 93 11 amount amount NN cord-293333-mqoml9o5 93 12 of of IN cord-293333-mqoml9o5 93 13 other other JJ cord-293333-mqoml9o5 93 14 infected infected JJ cord-293333-mqoml9o5 93 15 individuals individual NNS cord-293333-mqoml9o5 93 16 among among IN cord-293333-mqoml9o5 93 17 the the DT cord-293333-mqoml9o5 93 18 general general JJ cord-293333-mqoml9o5 93 19 population population NN cord-293333-mqoml9o5 93 20 who who WP cord-293333-mqoml9o5 93 21 recover recover VBP cord-293333-mqoml9o5 93 22 from from IN cord-293333-mqoml9o5 93 23 the the DT cord-293333-mqoml9o5 93 24 disease disease NN cord-293333-mqoml9o5 93 25 . . . cord-293333-mqoml9o5 94 1 • • NNP cord-293333-mqoml9o5 95 1 ηI ηi VB cord-293333-mqoml9o5 96 1 a a LS cord-293333-mqoml9o5 96 2 ( ( -LRB- cord-293333-mqoml9o5 96 3 t t NN cord-293333-mqoml9o5 96 4 − − CD cord-293333-mqoml9o5 96 5 τ τ NN cord-293333-mqoml9o5 96 6 ) ) -RRB- cord-293333-mqoml9o5 96 7 is be VBZ cord-293333-mqoml9o5 96 8 the the DT cord-293333-mqoml9o5 96 9 amount amount NN cord-293333-mqoml9o5 96 10 of of IN cord-293333-mqoml9o5 96 11 unaware unaware JJ cord-293333-mqoml9o5 96 12 infected infected JJ cord-293333-mqoml9o5 96 13 individuals individual NNS cord-293333-mqoml9o5 96 14 who who WP cord-293333-mqoml9o5 96 15 become become VBP cord-293333-mqoml9o5 96 16 aware aware JJ cord-293333-mqoml9o5 96 17 of of IN cord-293333-mqoml9o5 96 18 their -PRON- PRP$ cord-293333-mqoml9o5 96 19 infection infection NN cord-293333-mqoml9o5 96 20 and and CC cord-293333-mqoml9o5 96 21 go go VB cord-293333-mqoml9o5 96 22 into into IN cord-293333-mqoml9o5 96 23 quarantine quarantine NN cord-293333-mqoml9o5 96 24 . . . cord-293333-mqoml9o5 97 1 This this DT cord-293333-mqoml9o5 97 2 phenomenon phenomenon NN cord-293333-mqoml9o5 97 3 occurs occur VBZ cord-293333-mqoml9o5 97 4 with with IN cord-293333-mqoml9o5 97 5 some some DT cord-293333-mqoml9o5 97 6 delay delay NN cord-293333-mqoml9o5 97 7 τ τ NN cord-293333-mqoml9o5 97 8 which which WDT cord-293333-mqoml9o5 97 9 is be VBZ cord-293333-mqoml9o5 97 10 typically typically RB cord-293333-mqoml9o5 97 11 evaluated evaluate VBN cord-293333-mqoml9o5 97 12 from from IN cord-293333-mqoml9o5 97 13 2 2 CD cord-293333-mqoml9o5 97 14 to to TO cord-293333-mqoml9o5 97 15 3 3 CD cord-293333-mqoml9o5 97 16 weeks week NNS cord-293333-mqoml9o5 97 17 . . . cord-293333-mqoml9o5 98 1 Remark remark NN cord-293333-mqoml9o5 98 2 . . . cord-293333-mqoml9o5 99 1 As as IN cord-293333-mqoml9o5 99 2 already already RB cord-293333-mqoml9o5 99 3 highlighted highlight VBN cord-293333-mqoml9o5 99 4 , , , cord-293333-mqoml9o5 99 5 D D NNP cord-293333-mqoml9o5 99 6 q q NNP cord-293333-mqoml9o5 99 7 represents represent VBZ cord-293333-mqoml9o5 99 8 the the DT cord-293333-mqoml9o5 99 9 COVID covid JJ cord-293333-mqoml9o5 99 10 deaths death NNS cord-293333-mqoml9o5 99 11 from from IN cord-293333-mqoml9o5 99 12 the the DT cord-293333-mqoml9o5 99 13 infected infected JJ cord-293333-mqoml9o5 99 14 and and CC cord-293333-mqoml9o5 99 15 in in IN cord-293333-mqoml9o5 99 16 quarantine quarantine NN cord-293333-mqoml9o5 99 17 compartment compartment NN cord-293333-mqoml9o5 99 18 . . . cord-293333-mqoml9o5 100 1 There there EX cord-293333-mqoml9o5 100 2 may may MD cord-293333-mqoml9o5 100 3 be be VB cord-293333-mqoml9o5 100 4 of of IN cord-293333-mqoml9o5 100 5 course course NN cord-293333-mqoml9o5 100 6 unknown unknown JJ cord-293333-mqoml9o5 100 7 COVID covid JJ cord-293333-mqoml9o5 100 8 deaths death NNS cord-293333-mqoml9o5 100 9 which which WDT cord-293333-mqoml9o5 100 10 can can MD cord-293333-mqoml9o5 100 11 be be VB cord-293333-mqoml9o5 100 12 described describe VBN cord-293333-mqoml9o5 100 13 by by IN cord-293333-mqoml9o5 100 14 an an DT cord-293333-mqoml9o5 100 15 additional additional JJ cord-293333-mqoml9o5 100 16 dynamics dynamic NNS cord-293333-mqoml9o5 100 17 of of IN cord-293333-mqoml9o5 100 18 the the DT cord-293333-mqoml9o5 100 19 forṁ forṁ NNP cord-293333-mqoml9o5 100 20 D D NNP cord-293333-mqoml9o5 100 21 a a DT cord-293333-mqoml9o5 101 1 = = NFP cord-293333-mqoml9o5 101 2 α α NNP cord-293333-mqoml9o5 101 3 a a DT cord-293333-mqoml9o5 101 4 I i NN cord-293333-mqoml9o5 101 5 a a DT cord-293333-mqoml9o5 102 1 so so IN cord-293333-mqoml9o5 102 2 that that IN cord-293333-mqoml9o5 102 3 the the DT cord-293333-mqoml9o5 102 4 total total JJ cord-293333-mqoml9o5 102 5 number number NN cord-293333-mqoml9o5 102 6 of of IN cord-293333-mqoml9o5 102 7 deaths death NNS cord-293333-mqoml9o5 102 8 due due JJ cord-293333-mqoml9o5 102 9 to to IN cord-293333-mqoml9o5 102 10 COVID COVID NNP cord-293333-mqoml9o5 102 11 is be VBZ cord-293333-mqoml9o5 102 12 actually actually RB cord-293333-mqoml9o5 102 13 given give VBN cord-293333-mqoml9o5 102 14 by by IN cord-293333-mqoml9o5 102 15 D d NN cord-293333-mqoml9o5 102 16 = = NN cord-293333-mqoml9o5 103 1 D D NNP cord-293333-mqoml9o5 103 2 a a DT cord-293333-mqoml9o5 103 3 + + FW cord-293333-mqoml9o5 103 4 D d NN cord-293333-mqoml9o5 103 5 q q NN cord-293333-mqoml9o5 103 6 . . . cord-293333-mqoml9o5 104 1 D D NNP cord-293333-mqoml9o5 104 2 a a DT cord-293333-mqoml9o5 104 3 can can MD cord-293333-mqoml9o5 104 4 not not RB cord-293333-mqoml9o5 104 5 be be VB cord-293333-mqoml9o5 104 6 measured measure VBN cord-293333-mqoml9o5 104 7 , , , cord-293333-mqoml9o5 104 8 and and CC cord-293333-mqoml9o5 104 9 had have VBD cord-293333-mqoml9o5 104 10 an an DT cord-293333-mqoml9o5 104 11 important important JJ cord-293333-mqoml9o5 104 12 role role NN cord-293333-mqoml9o5 104 13 essentially essentially RB cord-293333-mqoml9o5 104 14 at at IN cord-293333-mqoml9o5 104 15 the the DT cord-293333-mqoml9o5 104 16 beginning beginning NN cord-293333-mqoml9o5 104 17 of of IN cord-293333-mqoml9o5 104 18 the the DT cord-293333-mqoml9o5 104 19 pandemic pandemic NN cord-293333-mqoml9o5 104 20 when when WRB cord-293333-mqoml9o5 104 21 the the DT cord-293333-mqoml9o5 104 22 number number NN cord-293333-mqoml9o5 104 23 of of IN cord-293333-mqoml9o5 104 24 detected detect VBN cord-293333-mqoml9o5 104 25 COVID covid JJ cord-293333-mqoml9o5 104 26 cases case NNS cord-293333-mqoml9o5 104 27 was be VBD cord-293333-mqoml9o5 104 28 much much RB cord-293333-mqoml9o5 104 29 lower low JJR cord-293333-mqoml9o5 104 30 than than IN cord-293333-mqoml9o5 104 31 the the DT cord-293333-mqoml9o5 104 32 real real JJ cord-293333-mqoml9o5 104 33 one one CD cord-293333-mqoml9o5 104 34 . . . cord-293333-mqoml9o5 105 1 Due due IN cord-293333-mqoml9o5 105 2 to to IN cord-293333-mqoml9o5 105 3 the the DT cord-293333-mqoml9o5 105 4 high high JJ cord-293333-mqoml9o5 105 5 mortality mortality NN cord-293333-mqoml9o5 105 6 caused cause VBN cord-293333-mqoml9o5 105 7 by by IN cord-293333-mqoml9o5 105 8 COVID COVID NNP cord-293333-mqoml9o5 105 9 in in IN cord-293333-mqoml9o5 105 10 that that DT cord-293333-mqoml9o5 105 11 period period NN cord-293333-mqoml9o5 105 12 , , , cord-293333-mqoml9o5 105 13 a a DT cord-293333-mqoml9o5 105 14 rough rough JJ cord-293333-mqoml9o5 105 15 estimation estimation NN cord-293333-mqoml9o5 105 16 could could MD cord-293333-mqoml9o5 105 17 be be VB cord-293333-mqoml9o5 105 18 obtained obtain VBN cord-293333-mqoml9o5 105 19 by by IN cord-293333-mqoml9o5 105 20 comparing compare VBG cord-293333-mqoml9o5 105 21 the the DT cord-293333-mqoml9o5 105 22 month month NN cord-293333-mqoml9o5 105 23 death death NN cord-293333-mqoml9o5 105 24 rate rate NN cord-293333-mqoml9o5 105 25 of of IN cord-293333-mqoml9o5 105 26 a a DT cord-293333-mqoml9o5 105 27 single single JJ cord-293333-mqoml9o5 105 28 region region NN cord-293333-mqoml9o5 105 29 with with IN cord-293333-mqoml9o5 105 30 the the DT cord-293333-mqoml9o5 105 31 corresponding corresponding JJ cord-293333-mqoml9o5 105 32 one one CD cord-293333-mqoml9o5 105 33 in in IN cord-293333-mqoml9o5 105 34 the the DT cord-293333-mqoml9o5 105 35 current current JJ cord-293333-mqoml9o5 105 36 year year NN cord-293333-mqoml9o5 105 37 . . . cord-293333-mqoml9o5 106 1 Remark remark NN cord-293333-mqoml9o5 106 2 . . . cord-293333-mqoml9o5 107 1 As as IN cord-293333-mqoml9o5 107 2 already already RB cord-293333-mqoml9o5 107 3 underlined underline VBN cord-293333-mqoml9o5 107 4 , , , cord-293333-mqoml9o5 107 5 the the DT cord-293333-mqoml9o5 107 6 dynamics dynamic NNS cord-293333-mqoml9o5 107 7 ( ( -LRB- cord-293333-mqoml9o5 107 8 1 1 CD cord-293333-mqoml9o5 107 9 ) ) -RRB- cord-293333-mqoml9o5 107 10 is be VBZ cord-293333-mqoml9o5 107 11 affected affect VBN cord-293333-mqoml9o5 107 12 by by IN cord-293333-mqoml9o5 107 13 two two CD cord-293333-mqoml9o5 107 14 different different JJ cord-293333-mqoml9o5 107 15 kind kind NN cord-293333-mqoml9o5 107 16 of of IN cord-293333-mqoml9o5 107 17 delays delay NNS cord-293333-mqoml9o5 107 18 : : : cord-293333-mqoml9o5 107 19 the the DT cord-293333-mqoml9o5 107 20 first first JJ cord-293333-mqoml9o5 107 21 one one NN cord-293333-mqoml9o5 107 22 characterizes characterize VBZ cord-293333-mqoml9o5 107 23 the the DT cord-293333-mqoml9o5 107 24 amount amount NN cord-293333-mqoml9o5 107 25 of of IN cord-293333-mqoml9o5 107 26 time time NN cord-293333-mqoml9o5 107 27 that that WDT cord-293333-mqoml9o5 107 28 passes pass VBZ cord-293333-mqoml9o5 107 29 between between IN cord-293333-mqoml9o5 107 30 the the DT cord-293333-mqoml9o5 107 31 moment moment NN cord-293333-mqoml9o5 107 32 a a DT cord-293333-mqoml9o5 107 33 person person NN cord-293333-mqoml9o5 107 34 is be VBZ cord-293333-mqoml9o5 107 35 infected infect VBN cord-293333-mqoml9o5 107 36 and and CC cord-293333-mqoml9o5 107 37 can can MD cord-293333-mqoml9o5 107 38 infect infect VB cord-293333-mqoml9o5 107 39 , , , cord-293333-mqoml9o5 107 40 and and CC cord-293333-mqoml9o5 107 41 the the DT cord-293333-mqoml9o5 107 42 moment moment NN cord-293333-mqoml9o5 107 43 the the DT cord-293333-mqoml9o5 107 44 person person NN cord-293333-mqoml9o5 107 45 becomes become VBZ cord-293333-mqoml9o5 107 46 aware aware JJ cord-293333-mqoml9o5 107 47 of of IN cord-293333-mqoml9o5 107 48 the the DT cord-293333-mqoml9o5 107 49 illness illness NN cord-293333-mqoml9o5 107 50 and and CC cord-293333-mqoml9o5 107 51 is be VBZ cord-293333-mqoml9o5 107 52 put put VBN cord-293333-mqoml9o5 107 53 to to IN cord-293333-mqoml9o5 107 54 quarantine quarantine NN cord-293333-mqoml9o5 107 55 . . . cord-293333-mqoml9o5 108 1 This this DT cord-293333-mqoml9o5 108 2 delay delay NN cord-293333-mqoml9o5 108 3 is be VBZ cord-293333-mqoml9o5 108 4 intrinsic intrinsic JJ cord-293333-mqoml9o5 108 5 of of IN cord-293333-mqoml9o5 108 6 the the DT cord-293333-mqoml9o5 108 7 disease disease NN cord-293333-mqoml9o5 108 8 and and CC cord-293333-mqoml9o5 108 9 can can MD cord-293333-mqoml9o5 108 10 only only RB cord-293333-mqoml9o5 108 11 be be VB cord-293333-mqoml9o5 108 12 marginally marginally RB cord-293333-mqoml9o5 108 13 affected affect VBN cord-293333-mqoml9o5 108 14 . . . cord-293333-mqoml9o5 109 1 The the DT cord-293333-mqoml9o5 109 2 second second JJ cord-293333-mqoml9o5 109 3 delay delay NN cord-293333-mqoml9o5 109 4 which which WDT cord-293333-mqoml9o5 109 5 characterizes characterize VBZ cord-293333-mqoml9o5 109 6 the the DT cord-293333-mqoml9o5 109 7 dynamics dynamic NNS cord-293333-mqoml9o5 109 8 ( ( -LRB- cord-293333-mqoml9o5 109 9 1 1 CD cord-293333-mqoml9o5 109 10 ) ) -RRB- cord-293333-mqoml9o5 109 11 is be VBZ cord-293333-mqoml9o5 109 12 instead instead RB cord-293333-mqoml9o5 109 13 linked link VBN cord-293333-mqoml9o5 109 14 to to IN cord-293333-mqoml9o5 109 15 the the DT cord-293333-mqoml9o5 109 16 time time NN cord-293333-mqoml9o5 109 17 infected infect VBN cord-293333-mqoml9o5 109 18 people people NNS cord-293333-mqoml9o5 109 19 recover recover VBP cord-293333-mqoml9o5 109 20 from from IN cord-293333-mqoml9o5 109 21 the the DT cord-293333-mqoml9o5 109 22 disease disease NN cord-293333-mqoml9o5 109 23 . . . cord-293333-mqoml9o5 110 1 This this DT cord-293333-mqoml9o5 110 2 delay delay NN cord-293333-mqoml9o5 110 3 instead instead RB cord-293333-mqoml9o5 110 4 has have VBZ cord-293333-mqoml9o5 110 5 drastically drastically RB cord-293333-mqoml9o5 110 6 changed change VBN cord-293333-mqoml9o5 110 7 from from IN cord-293333-mqoml9o5 110 8 the the DT cord-293333-mqoml9o5 110 9 starting starting NN cord-293333-mqoml9o5 110 10 of of IN cord-293333-mqoml9o5 110 11 the the DT cord-293333-mqoml9o5 110 12 pandemic pandemic NN cord-293333-mqoml9o5 110 13 and and CC cord-293333-mqoml9o5 110 14 is be VBZ cord-293333-mqoml9o5 110 15 mainly mainly RB cord-293333-mqoml9o5 110 16 due due JJ cord-293333-mqoml9o5 110 17 to to IN cord-293333-mqoml9o5 110 18 a a DT cord-293333-mqoml9o5 110 19 better well JJR cord-293333-mqoml9o5 110 20 knowledge knowledge NN cord-293333-mqoml9o5 110 21 of of IN cord-293333-mqoml9o5 110 22 the the DT cord-293333-mqoml9o5 110 23 disease disease NN cord-293333-mqoml9o5 110 24 and and CC cord-293333-mqoml9o5 110 25 the the DT cord-293333-mqoml9o5 110 26 therapies therapy NNS cord-293333-mqoml9o5 110 27 needed need VBN cord-293333-mqoml9o5 110 28 by by IN cord-293333-mqoml9o5 110 29 the the DT cord-293333-mqoml9o5 110 30 patients patient NNS cord-293333-mqoml9o5 110 31 which which WDT cord-293333-mqoml9o5 110 32 allows allow VBZ cord-293333-mqoml9o5 110 33 now now RB cord-293333-mqoml9o5 110 34 to to TO cord-293333-mqoml9o5 110 35 recover recover VB cord-293333-mqoml9o5 110 36 faster fast RBR cord-293333-mqoml9o5 110 37 from from IN cord-293333-mqoml9o5 110 38 the the DT cord-293333-mqoml9o5 110 39 disease disease NN cord-293333-mqoml9o5 110 40 . . . cord-293333-mqoml9o5 111 1 In in IN cord-293333-mqoml9o5 111 2 Figure figure NN cord-293333-mqoml9o5 111 3 2 2 CD cord-293333-mqoml9o5 111 4 a a DT cord-293333-mqoml9o5 111 5 representation representation NN cord-293333-mqoml9o5 111 6 of of IN cord-293333-mqoml9o5 111 7 the the DT cord-293333-mqoml9o5 111 8 propagation propagation NN cord-293333-mqoml9o5 111 9 of of IN cord-293333-mqoml9o5 111 10 the the DT cord-293333-mqoml9o5 111 11 disease disease NN cord-293333-mqoml9o5 111 12 is be VBZ cord-293333-mqoml9o5 111 13 given give VBN cord-293333-mqoml9o5 111 14 . . . cord-293333-mqoml9o5 112 1 Susceptible susceptible JJ cord-293333-mqoml9o5 112 2 people people NNS cord-293333-mqoml9o5 112 3 ( ( -LRB- cord-293333-mqoml9o5 112 4 S s NN cord-293333-mqoml9o5 112 5 ) ) -RRB- cord-293333-mqoml9o5 112 6 remain remain VBP cord-293333-mqoml9o5 112 7 susceptible susceptible JJ cord-293333-mqoml9o5 112 8 in in IN cord-293333-mqoml9o5 112 9 time time NN cord-293333-mqoml9o5 112 10 or or CC cord-293333-mqoml9o5 112 11 become become VB cord-293333-mqoml9o5 112 12 infected infected JJ cord-293333-mqoml9o5 112 13 . . . cord-293333-mqoml9o5 113 1 Once once IN cord-293333-mqoml9o5 113 2 infected infect VBN cord-293333-mqoml9o5 113 3 they -PRON- PRP cord-293333-mqoml9o5 113 4 will will MD cord-293333-mqoml9o5 113 5 move move VB cord-293333-mqoml9o5 113 6 to to IN cord-293333-mqoml9o5 113 7 the the DT cord-293333-mqoml9o5 113 8 compartment compartment NN cord-293333-mqoml9o5 113 9 of of IN cord-293333-mqoml9o5 113 10 people people NNS cord-293333-mqoml9o5 113 11 in in IN cord-293333-mqoml9o5 113 12 quarantine quarantine NN cord-293333-mqoml9o5 113 13 ( ( -LRB- cord-293333-mqoml9o5 113 14 I I NNP cord-293333-mqoml9o5 113 15 q q NNP cord-293333-mqoml9o5 113 16 ) ) -RRB- cord-293333-mqoml9o5 113 17 or or CC cord-293333-mqoml9o5 113 18 infected infect VBN cord-293333-mqoml9o5 113 19 asymptomatic asymptomatic JJ cord-293333-mqoml9o5 113 20 people people NNS cord-293333-mqoml9o5 113 21 ( ( -LRB- cord-293333-mqoml9o5 113 22 I -PRON- PRP cord-293333-mqoml9o5 113 23 a a DT cord-293333-mqoml9o5 113 24 ) ) -RRB- cord-293333-mqoml9o5 113 25 , , , cord-293333-mqoml9o5 113 26 depending depend VBG cord-293333-mqoml9o5 113 27 whether whether IN cord-293333-mqoml9o5 113 28 they -PRON- PRP cord-293333-mqoml9o5 113 29 have have VBP cord-293333-mqoml9o5 113 30 symptoms symptom NNS cord-293333-mqoml9o5 113 31 or or CC cord-293333-mqoml9o5 113 32 not not RB cord-293333-mqoml9o5 113 33 . . . cord-293333-mqoml9o5 114 1 From from IN cord-293333-mqoml9o5 114 2 the the DT cord-293333-mqoml9o5 114 3 compartment compartment NN cord-293333-mqoml9o5 114 4 I -PRON- PRP cord-293333-mqoml9o5 114 5 a a DT cord-293333-mqoml9o5 114 6 people people NNS cord-293333-mqoml9o5 114 7 will will MD cord-293333-mqoml9o5 114 8 become become VB cord-293333-mqoml9o5 114 9 symptomatic symptomatic JJ cord-293333-mqoml9o5 114 10 and and CC cord-293333-mqoml9o5 114 11 move move VB cord-293333-mqoml9o5 114 12 to to IN cord-293333-mqoml9o5 114 13 I -PRON- PRP cord-293333-mqoml9o5 114 14 q q NNP cord-293333-mqoml9o5 114 15 or or CC cord-293333-mqoml9o5 114 16 recover recover VB cord-293333-mqoml9o5 114 17 and and CC cord-293333-mqoml9o5 114 18 move move VB cord-293333-mqoml9o5 114 19 to to IN cord-293333-mqoml9o5 115 1 R. R. NNP cord-293333-mqoml9o5 115 2 Those those DT cord-293333-mqoml9o5 115 3 in in IN cord-293333-mqoml9o5 115 4 quarantine quarantine NN cord-293333-mqoml9o5 115 5 will will MD cord-293333-mqoml9o5 115 6 recover recover VB cord-293333-mqoml9o5 115 7 and and CC cord-293333-mqoml9o5 115 8 move move VB cord-293333-mqoml9o5 115 9 to to IN cord-293333-mqoml9o5 115 10 R r NN cord-293333-mqoml9o5 115 11 or or CC cord-293333-mqoml9o5 115 12 die die VB cord-293333-mqoml9o5 115 13 due due IN cord-293333-mqoml9o5 115 14 to to IN cord-293333-mqoml9o5 115 15 the the DT cord-293333-mqoml9o5 115 16 disease disease NN cord-293333-mqoml9o5 115 17 ( ( -LRB- cord-293333-mqoml9o5 115 18 D D NNP cord-293333-mqoml9o5 115 19 q q NNP cord-293333-mqoml9o5 115 20 ) ) -RRB- cord-293333-mqoml9o5 115 21 . . . cord-293333-mqoml9o5 116 1 Finally finally RB cord-293333-mqoml9o5 116 2 as as IN cord-293333-mqoml9o5 116 3 it -PRON- PRP cord-293333-mqoml9o5 116 4 has have VBZ cord-293333-mqoml9o5 116 5 been be VBN cord-293333-mqoml9o5 116 6 recently recently RB cord-293333-mqoml9o5 116 7 put put VBN cord-293333-mqoml9o5 116 8 in in IN cord-293333-mqoml9o5 116 9 evidence evidence NN cord-293333-mqoml9o5 116 10 people people NNS cord-293333-mqoml9o5 116 11 who who WP cord-293333-mqoml9o5 116 12 recover recover VBP cord-293333-mqoml9o5 116 13 may may MD cord-293333-mqoml9o5 116 14 be be VB cord-293333-mqoml9o5 116 15 infected infect VBN cord-293333-mqoml9o5 116 16 again again RB cord-293333-mqoml9o5 116 17 , , , cord-293333-mqoml9o5 116 18 so so RB cord-293333-mqoml9o5 116 19 they -PRON- PRP cord-293333-mqoml9o5 116 20 should should MD cord-293333-mqoml9o5 116 21 be be VB cord-293333-mqoml9o5 116 22 counted count VBN cord-293333-mqoml9o5 116 23 in in IN cord-293333-mqoml9o5 116 24 the the DT cord-293333-mqoml9o5 116 25 susceptible susceptible JJ cord-293333-mqoml9o5 116 26 people people NNS cord-293333-mqoml9o5 116 27 . . . cord-293333-mqoml9o5 117 1 The the DT cord-293333-mqoml9o5 117 2 model model NN cord-293333-mqoml9o5 117 3 described describe VBN cord-293333-mqoml9o5 117 4 by by IN cord-293333-mqoml9o5 117 5 equation equation NN cord-293333-mqoml9o5 117 6 ( ( -LRB- cord-293333-mqoml9o5 117 7 1 1 CD cord-293333-mqoml9o5 117 8 ) ) -RRB- cord-293333-mqoml9o5 117 9 has have VBZ cord-293333-mqoml9o5 117 10 from from IN cord-293333-mqoml9o5 117 11 this this DT cord-293333-mqoml9o5 117 12 point point NN cord-293333-mqoml9o5 117 13 of of IN cord-293333-mqoml9o5 117 14 view view NN cord-293333-mqoml9o5 117 15 a a DT cord-293333-mqoml9o5 117 16 short short JJ cord-293333-mqoml9o5 117 17 term term NN cord-293333-mqoml9o5 117 18 validity validity NN cord-293333-mqoml9o5 117 19 . . . cord-293333-mqoml9o5 118 1 It -PRON- PRP cord-293333-mqoml9o5 118 2 is be VBZ cord-293333-mqoml9o5 118 3 possible possible JJ cord-293333-mqoml9o5 118 4 to to TO cord-293333-mqoml9o5 118 5 take take VB cord-293333-mqoml9o5 118 6 into into IN cord-293333-mqoml9o5 118 7 account account NN cord-293333-mqoml9o5 119 1 the the DT cord-293333-mqoml9o5 119 2 possibility possibility NN cord-293333-mqoml9o5 119 3 of of IN cord-293333-mqoml9o5 119 4 reinfection reinfection NN cord-293333-mqoml9o5 119 5 of of IN cord-293333-mqoml9o5 119 6 recovered recover VBN cord-293333-mqoml9o5 119 7 people people NNS cord-293333-mqoml9o5 119 8 . . . cord-293333-mqoml9o5 120 1 in in IN cord-293333-mqoml9o5 120 2 this this DT cord-293333-mqoml9o5 120 3 case case NN cord-293333-mqoml9o5 120 4 , , , cord-293333-mqoml9o5 120 5 the the DT cord-293333-mqoml9o5 120 6 dynamics dynamic NNS cord-293333-mqoml9o5 120 7 ( ( -LRB- cord-293333-mqoml9o5 120 8 1 1 CD cord-293333-mqoml9o5 120 9 ) ) -RRB- cord-293333-mqoml9o5 120 10 would would MD cord-293333-mqoml9o5 120 11 be be VB cord-293333-mqoml9o5 120 12 modified modify VBN cord-293333-mqoml9o5 120 13 by by IN cord-293333-mqoml9o5 120 14 settinġ settinġ NNP cord-293333-mqoml9o5 120 15 The the DT cord-293333-mqoml9o5 120 16 coefficient coefficient NN cord-293333-mqoml9o5 120 17 ν ν NN cord-293333-mqoml9o5 120 18 seems seem VBZ cord-293333-mqoml9o5 120 19 however however RB cord-293333-mqoml9o5 120 20 to to TO cord-293333-mqoml9o5 120 21 be be VB cord-293333-mqoml9o5 120 22 very very RB cord-293333-mqoml9o5 120 23 small small JJ cord-293333-mqoml9o5 120 24 at at IN cord-293333-mqoml9o5 120 25 this this DT cord-293333-mqoml9o5 120 26 stage stage NN cord-293333-mqoml9o5 120 27 , , , cord-293333-mqoml9o5 120 28 and and CC cord-293333-mqoml9o5 120 29 is be VBZ cord-293333-mqoml9o5 120 30 neglected neglect VBN cord-293333-mqoml9o5 120 31 in in IN cord-293333-mqoml9o5 120 32 this this DT cord-293333-mqoml9o5 120 33 study study NN cord-293333-mqoml9o5 120 34 . . . cord-293333-mqoml9o5 121 1 In in IN cord-293333-mqoml9o5 121 2 the the DT cord-293333-mqoml9o5 121 3 next next JJ cord-293333-mqoml9o5 121 4 Section section NN cord-293333-mqoml9o5 121 5 , , , cord-293333-mqoml9o5 121 6 the the DT cord-293333-mqoml9o5 121 7 dynamics dynamic NNS cord-293333-mqoml9o5 121 8 ( ( -LRB- cord-293333-mqoml9o5 121 9 1 1 CD cord-293333-mqoml9o5 121 10 ) ) -RRB- cord-293333-mqoml9o5 121 11 is be VBZ cord-293333-mqoml9o5 121 12 further further RB cord-293333-mqoml9o5 121 13 analyzed analyze VBN cord-293333-mqoml9o5 121 14 with with IN cord-293333-mqoml9o5 121 15 respect respect NN cord-293333-mqoml9o5 121 16 to to IN cord-293333-mqoml9o5 121 17 its -PRON- PRP$ cord-293333-mqoml9o5 121 18 observability observability NN cord-293333-mqoml9o5 121 19 properties property NNS cord-293333-mqoml9o5 121 20 since since IN cord-293333-mqoml9o5 121 21 this this DT cord-293333-mqoml9o5 121 22 kind kind NN cord-293333-mqoml9o5 121 23 of of IN cord-293333-mqoml9o5 121 24 study study NN cord-293333-mqoml9o5 121 25 allows allow VBZ cord-293333-mqoml9o5 121 26 to to TO cord-293333-mqoml9o5 121 27 have have VB cord-293333-mqoml9o5 121 28 an an DT cord-293333-mqoml9o5 121 29 estimation estimation NN cord-293333-mqoml9o5 121 30 of of IN cord-293333-mqoml9o5 121 31 the the DT cord-293333-mqoml9o5 121 32 state state NN cord-293333-mqoml9o5 121 33 variables variable NNS cord-293333-mqoml9o5 121 34 . . . cord-293333-mqoml9o5 122 1 The the DT cord-293333-mqoml9o5 122 2 subsystem subsystem NN cord-293333-mqoml9o5 122 3 ( ( -LRB- cord-293333-mqoml9o5 122 4 2 2 LS cord-293333-mqoml9o5 122 5 ) ) -RRB- cord-293333-mqoml9o5 122 6 consisting consist VBG cord-293333-mqoml9o5 122 7 by by IN cord-293333-mqoml9o5 122 8 I I NNP cord-293333-mqoml9o5 122 9 q q NNP cord-293333-mqoml9o5 122 10 , , , cord-293333-mqoml9o5 122 11 R r NN cord-293333-mqoml9o5 122 12 and and CC cord-293333-mqoml9o5 122 13 D D NNP cord-293333-mqoml9o5 122 14 q q NNP cord-293333-mqoml9o5 122 15 is be VBZ cord-293333-mqoml9o5 122 16 then then RB cord-293333-mqoml9o5 122 17 further further RB cord-293333-mqoml9o5 122 18 discussed discuss VBN cord-293333-mqoml9o5 122 19 in in IN cord-293333-mqoml9o5 122 20 Section section NN cord-293333-mqoml9o5 122 21 4 4 CD cord-293333-mqoml9o5 122 22 : : : cord-293333-mqoml9o5 122 23 a a DT cord-293333-mqoml9o5 122 24 group group NN cord-293333-mqoml9o5 122 25 of of IN cord-293333-mqoml9o5 122 26 people people NNS cord-293333-mqoml9o5 122 27 who who WP cord-293333-mqoml9o5 122 28 are be VBP cord-293333-mqoml9o5 122 29 aware aware JJ cord-293333-mqoml9o5 122 30 of of IN cord-293333-mqoml9o5 122 31 their -PRON- PRP$ cord-293333-mqoml9o5 122 32 infection infection NN cord-293333-mqoml9o5 122 33 define define VBP cord-293333-mqoml9o5 122 34 the the DT cord-293333-mqoml9o5 122 35 flow flow NN cord-293333-mqoml9o5 122 36 of of IN cord-293333-mqoml9o5 122 37 admissions admission NNS cord-293333-mqoml9o5 122 38 in in IN cord-293333-mqoml9o5 122 39 a a DT cord-293333-mqoml9o5 122 40 local local JJ cord-293333-mqoml9o5 122 41 hospital hospital NN cord-293333-mqoml9o5 122 42 and and CC cord-293333-mqoml9o5 122 43 are be VBP cord-293333-mqoml9o5 122 44 split split VBN cord-293333-mqoml9o5 122 45 into into IN cord-293333-mqoml9o5 122 46 two two CD cord-293333-mqoml9o5 122 47 populations population NNS cord-293333-mqoml9o5 122 48 , , , cord-293333-mqoml9o5 122 49 the the DT cord-293333-mqoml9o5 122 50 patients patient NNS cord-293333-mqoml9o5 122 51 admitted admit VBN cord-293333-mqoml9o5 122 52 in in IN cord-293333-mqoml9o5 122 53 conventional conventional JJ cord-293333-mqoml9o5 122 54 hospitalization hospitalization NN cord-293333-mqoml9o5 122 55 and and CC cord-293333-mqoml9o5 122 56 the the DT cord-293333-mqoml9o5 122 57 patients patient NNS cord-293333-mqoml9o5 122 58 admitted admit VBN cord-293333-mqoml9o5 122 59 in in IN cord-293333-mqoml9o5 122 60 intensive intensive JJ cord-293333-mqoml9o5 122 61 care care NN cord-293333-mqoml9o5 122 62 . . . cord-293333-mqoml9o5 123 1 The the DT cord-293333-mqoml9o5 123 2 health health NN cord-293333-mqoml9o5 123 3 status status NN cord-293333-mqoml9o5 123 4 of of IN cord-293333-mqoml9o5 123 5 a a DT cord-293333-mqoml9o5 123 6 given give VBN cord-293333-mqoml9o5 123 7 population population NN cord-293333-mqoml9o5 123 8 has have VBZ cord-293333-mqoml9o5 123 9 to to TO cord-293333-mqoml9o5 123 10 be be VB cord-293333-mqoml9o5 123 11 assessed assess VBN cord-293333-mqoml9o5 123 12 from from IN cord-293333-mqoml9o5 123 13 its -PRON- PRP$ cord-293333-mqoml9o5 123 14 number number NN cord-293333-mqoml9o5 123 15 I -PRON- PRP cord-293333-mqoml9o5 123 16 q q NNP cord-293333-mqoml9o5 123 17 of of IN cord-293333-mqoml9o5 123 18 attested attest VBN cord-293333-mqoml9o5 123 19 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 123 20 cases case NNS cord-293333-mqoml9o5 123 21 . . . cord-293333-mqoml9o5 124 1 It -PRON- PRP cord-293333-mqoml9o5 124 2 is be VBZ cord-293333-mqoml9o5 124 3 important important JJ cord-293333-mqoml9o5 124 4 to to TO cord-293333-mqoml9o5 124 5 guess guess VB cord-293333-mqoml9o5 124 6 the the DT cord-293333-mqoml9o5 124 7 real real JJ cord-293333-mqoml9o5 124 8 number number NN cord-293333-mqoml9o5 124 9 of of IN cord-293333-mqoml9o5 124 10 infected infected JJ cord-293333-mqoml9o5 124 11 individuals individual NNS cord-293333-mqoml9o5 124 12 , , , cord-293333-mqoml9o5 124 13 and and CC cord-293333-mqoml9o5 124 14 this this DT cord-293333-mqoml9o5 124 15 is be VBZ cord-293333-mqoml9o5 124 16 the the DT cord-293333-mqoml9o5 124 17 purpose purpose NN cord-293333-mqoml9o5 124 18 of of IN cord-293333-mqoml9o5 124 19 observability observability NN cord-293333-mqoml9o5 124 20 from from IN cord-293333-mqoml9o5 124 21 the the DT cord-293333-mqoml9o5 124 22 measurement measurement NN cord-293333-mqoml9o5 124 23 of of IN cord-293333-mqoml9o5 124 24 I I NNP cord-293333-mqoml9o5 124 25 q q NNP cord-293333-mqoml9o5 124 26 . . . cord-293333-mqoml9o5 125 1 Considering consider VBG cord-293333-mqoml9o5 125 2 then then RB cord-293333-mqoml9o5 125 3 as as IN cord-293333-mqoml9o5 125 4 output output NN cord-293333-mqoml9o5 125 5 of of IN cord-293333-mqoml9o5 125 6 the the DT cord-293333-mqoml9o5 125 7 dynamics dynamic NNS cord-293333-mqoml9o5 125 8 ( ( -LRB- cord-293333-mqoml9o5 125 9 1 1 CD cord-293333-mqoml9o5 125 10 ) ) -RRB- cord-293333-mqoml9o5 125 11 , , , cord-293333-mqoml9o5 125 12 y y NNP cord-293333-mqoml9o5 125 13 = = NN cord-293333-mqoml9o5 126 1 I -PRON- PRP cord-293333-mqoml9o5 127 1 q q NNP cord-293333-mqoml9o5 127 2 we -PRON- PRP cord-293333-mqoml9o5 127 3 will will MD cord-293333-mqoml9o5 127 4 see see VB cord-293333-mqoml9o5 127 5 hereafter hereafter RB cord-293333-mqoml9o5 127 6 that that IN cord-293333-mqoml9o5 127 7 successive successive JJ cord-293333-mqoml9o5 127 8 time time NN cord-293333-mqoml9o5 127 9 differentiations differentiation NNS cord-293333-mqoml9o5 127 10 of of IN cord-293333-mqoml9o5 127 11 the the DT cord-293333-mqoml9o5 127 12 measurement measurement NN cord-293333-mqoml9o5 127 13 y y NNP cord-293333-mqoml9o5 127 14 will will MD cord-293333-mqoml9o5 127 15 involve involve VB cord-293333-mqoml9o5 127 16 I -PRON- PRP cord-293333-mqoml9o5 127 17 q q NNP cord-293333-mqoml9o5 127 18 , , , cord-293333-mqoml9o5 127 19 I -PRON- PRP cord-293333-mqoml9o5 127 20 a a VBP cord-293333-mqoml9o5 127 21 and and CC cord-293333-mqoml9o5 127 22 S. S. NNP cord-293333-mqoml9o5 128 1 Thus thus RB cord-293333-mqoml9o5 128 2 , , , cord-293333-mqoml9o5 128 3 the the DT cord-293333-mqoml9o5 128 4 dynamics dynamic NNS cord-293333-mqoml9o5 128 5 ( ( -LRB- cord-293333-mqoml9o5 128 6 1 1 CD cord-293333-mqoml9o5 128 7 ) ) -RRB- cord-293333-mqoml9o5 128 8 with with IN cord-293333-mqoml9o5 128 9 the the DT cord-293333-mqoml9o5 128 10 only only JJ cord-293333-mqoml9o5 128 11 output output NN cord-293333-mqoml9o5 128 12 y y NNP cord-293333-mqoml9o5 128 13 = = NN cord-293333-mqoml9o5 129 1 I -PRON- PRP cord-293333-mqoml9o5 129 2 q q NNP cord-293333-mqoml9o5 129 3 is be VBZ cord-293333-mqoml9o5 129 4 not not RB cord-293333-mqoml9o5 129 5 fully fully RB cord-293333-mqoml9o5 129 6 observable observable JJ cord-293333-mqoml9o5 129 7 and and CC cord-293333-mqoml9o5 129 8 at at IN cord-293333-mqoml9o5 129 9 most most RBS cord-293333-mqoml9o5 130 1 I -PRON- PRP cord-293333-mqoml9o5 130 2 a a VBP cord-293333-mqoml9o5 130 3 and and CC cord-293333-mqoml9o5 130 4 S S NNP cord-293333-mqoml9o5 130 5 can can MD cord-293333-mqoml9o5 130 6 be be VB cord-293333-mqoml9o5 130 7 estimated estimate VBN cord-293333-mqoml9o5 130 8 in in IN cord-293333-mqoml9o5 130 9 addition addition NN cord-293333-mqoml9o5 130 10 to to IN cord-293333-mqoml9o5 130 11 the the DT cord-293333-mqoml9o5 130 12 measurement measurement NN cord-293333-mqoml9o5 131 1 I -PRON- PRP cord-293333-mqoml9o5 131 2 q q NNP cord-293333-mqoml9o5 131 3 . . . cord-293333-mqoml9o5 132 1 On on IN cord-293333-mqoml9o5 132 2 the the DT cord-293333-mqoml9o5 132 3 other other JJ cord-293333-mqoml9o5 132 4 hand hand NN cord-293333-mqoml9o5 132 5 also also RB cord-293333-mqoml9o5 132 6 the the DT cord-293333-mqoml9o5 132 7 number number NN cord-293333-mqoml9o5 132 8 of of IN cord-293333-mqoml9o5 132 9 deaths death NNS cord-293333-mqoml9o5 132 10 due due JJ cord-293333-mqoml9o5 132 11 to to IN cord-293333-mqoml9o5 132 12 COVID-19 covid-19 VB cord-293333-mqoml9o5 132 13 in in IN cord-293333-mqoml9o5 132 14 the the DT cord-293333-mqoml9o5 132 15 I i NN cord-293333-mqoml9o5 132 16 q q NN cord-293333-mqoml9o5 132 17 population population NN cord-293333-mqoml9o5 132 18 can can MD cord-293333-mqoml9o5 132 19 be be VB cord-293333-mqoml9o5 132 20 measured measure VBN cord-293333-mqoml9o5 132 21 , , , cord-293333-mqoml9o5 132 22 while while IN cord-293333-mqoml9o5 132 23 the the DT cord-293333-mqoml9o5 132 24 number number NN cord-293333-mqoml9o5 132 25 of of IN cord-293333-mqoml9o5 132 26 recovered recover VBN cord-293333-mqoml9o5 132 27 people people NNS cord-293333-mqoml9o5 132 28 can can MD cord-293333-mqoml9o5 132 29 not not RB cord-293333-mqoml9o5 132 30 clearly clearly RB cord-293333-mqoml9o5 132 31 be be VB cord-293333-mqoml9o5 132 32 estimated estimate VBN cord-293333-mqoml9o5 132 33 . . . cord-293333-mqoml9o5 133 1 In in IN cord-293333-mqoml9o5 133 2 the the DT cord-293333-mqoml9o5 133 3 present present JJ cord-293333-mqoml9o5 133 4 section section NN cord-293333-mqoml9o5 133 5 we -PRON- PRP cord-293333-mqoml9o5 133 6 will will MD cord-293333-mqoml9o5 133 7 thus thus RB cord-293333-mqoml9o5 133 8 investigate investigate VB cord-293333-mqoml9o5 133 9 the the DT cord-293333-mqoml9o5 133 10 observability observability NN cord-293333-mqoml9o5 133 11 properties property NNS cord-293333-mqoml9o5 133 12 of of IN cord-293333-mqoml9o5 133 13 the the DT cord-293333-mqoml9o5 133 14 given give VBN cord-293333-mqoml9o5 133 15 system system NN cord-293333-mqoml9o5 133 16 starting start VBG cord-293333-mqoml9o5 133 17 from from IN cord-293333-mqoml9o5 133 18 the the DT cord-293333-mqoml9o5 133 19 measurement measurement NN cord-293333-mqoml9o5 133 20 of of IN cord-293333-mqoml9o5 133 21 y y NNP cord-293333-mqoml9o5 133 22 = = NFP cord-293333-mqoml9o5 134 1 I -PRON- PRP cord-293333-mqoml9o5 134 2 q q NNP cord-293333-mqoml9o5 134 3 , , , cord-293333-mqoml9o5 134 4 and and CC cord-293333-mqoml9o5 134 5 we -PRON- PRP cord-293333-mqoml9o5 134 6 will will MD cord-293333-mqoml9o5 134 7 show show VB cord-293333-mqoml9o5 134 8 that that IN cord-293333-mqoml9o5 134 9 given give VBN cord-293333-mqoml9o5 134 10 the the DT cord-293333-mqoml9o5 134 11 fact fact NN cord-293333-mqoml9o5 134 12 that that IN cord-293333-mqoml9o5 134 13 D D NNP cord-293333-mqoml9o5 134 14 q q NNP cord-293333-mqoml9o5 134 15 is be VBZ cord-293333-mqoml9o5 134 16 measured measure VBN cord-293333-mqoml9o5 134 17 and and CC cord-293333-mqoml9o5 134 18 R r NN cord-293333-mqoml9o5 134 19 can can MD cord-293333-mqoml9o5 134 20 not not RB cord-293333-mqoml9o5 134 21 be be VB cord-293333-mqoml9o5 134 22 estimated estimate VBN cord-293333-mqoml9o5 134 23 , , , cord-293333-mqoml9o5 134 24 the the DT cord-293333-mqoml9o5 134 25 problem problem NN cord-293333-mqoml9o5 134 26 reduces reduce VBZ cord-293333-mqoml9o5 134 27 to to IN cord-293333-mqoml9o5 134 28 the the DT cord-293333-mqoml9o5 134 29 study study NN cord-293333-mqoml9o5 134 30 of of IN cord-293333-mqoml9o5 134 31 the the DT cord-293333-mqoml9o5 134 32 observability observability NN cord-293333-mqoml9o5 134 33 properties property NNS cord-293333-mqoml9o5 134 34 of of IN cord-293333-mqoml9o5 134 35 a a DT cord-293333-mqoml9o5 134 36 subsystem subsystem NN cord-293333-mqoml9o5 134 37 of of IN cord-293333-mqoml9o5 134 38 order order NN cord-293333-mqoml9o5 134 39 3 3 CD cord-293333-mqoml9o5 134 40 . . . cord-293333-mqoml9o5 135 1 Now now RB cord-293333-mqoml9o5 135 2 , , , cord-293333-mqoml9o5 135 3 due due IN cord-293333-mqoml9o5 135 4 to to IN cord-293333-mqoml9o5 135 5 the the DT cord-293333-mqoml9o5 135 6 presence presence NN cord-293333-mqoml9o5 135 7 of of IN cord-293333-mqoml9o5 135 8 delays delay NNS cord-293333-mqoml9o5 135 9 , , , cord-293333-mqoml9o5 135 10 which which WDT cord-293333-mqoml9o5 135 11 in in IN cord-293333-mqoml9o5 135 12 this this DT cord-293333-mqoml9o5 135 13 context context NN cord-293333-mqoml9o5 135 14 are be VBP cord-293333-mqoml9o5 135 15 considered consider VBN cord-293333-mqoml9o5 135 16 constant constant JJ cord-293333-mqoml9o5 135 17 , , , cord-293333-mqoml9o5 135 18 we -PRON- PRP cord-293333-mqoml9o5 135 19 can can MD cord-293333-mqoml9o5 135 20 take take VB cord-293333-mqoml9o5 135 21 the the DT cord-293333-mqoml9o5 135 22 differential differential JJ cord-293333-mqoml9o5 135 23 representation representation NN cord-293333-mqoml9o5 135 24 of of IN cord-293333-mqoml9o5 135 25 the the DT cord-293333-mqoml9o5 135 26 dynamics dynamic NNS cord-293333-mqoml9o5 135 27 in in IN cord-293333-mqoml9o5 135 28 order order NN cord-293333-mqoml9o5 135 29 to to TO cord-293333-mqoml9o5 135 30 study study VB cord-293333-mqoml9o5 135 31 its -PRON- PRP$ cord-293333-mqoml9o5 135 32 behaviour behaviour NN cord-293333-mqoml9o5 135 33 , , , cord-293333-mqoml9o5 135 34 using use VBG cord-293333-mqoml9o5 135 35 the the DT cord-293333-mqoml9o5 135 36 approach approach NN cord-293333-mqoml9o5 135 37 introduced introduce VBN cord-293333-mqoml9o5 135 38 in in IN cord-293333-mqoml9o5 135 39 Califano Califano NNP cord-293333-mqoml9o5 135 40 et et NNP cord-293333-mqoml9o5 135 41 al al NNP cord-293333-mqoml9o5 135 42 . . . cord-293333-mqoml9o5 136 1 [ [ -LRB- cord-293333-mqoml9o5 136 2 2020 2020 CD cord-293333-mqoml9o5 136 3 ] ] -RRB- cord-293333-mqoml9o5 136 4 . . . cord-293333-mqoml9o5 137 1 To to TO cord-293333-mqoml9o5 137 2 take take VB cord-293333-mqoml9o5 137 3 into into IN cord-293333-mqoml9o5 137 4 account account NN cord-293333-mqoml9o5 137 5 the the DT cord-293333-mqoml9o5 137 6 link link NN cord-293333-mqoml9o5 137 7 between between IN cord-293333-mqoml9o5 137 8 the the DT cord-293333-mqoml9o5 137 9 delayed delay VBN cord-293333-mqoml9o5 137 10 variables variable NNS cord-293333-mqoml9o5 137 11 , , , cord-293333-mqoml9o5 137 12 the the DT cord-293333-mqoml9o5 137 13 backward backward JJ cord-293333-mqoml9o5 137 14 shift shift NN cord-293333-mqoml9o5 137 15 operator operator NN cord-293333-mqoml9o5 137 16 δ δ NN cord-293333-mqoml9o5 137 17 has have VBZ cord-293333-mqoml9o5 137 18 to to TO cord-293333-mqoml9o5 137 19 be be VB cord-293333-mqoml9o5 137 20 considered consider VBN cord-293333-mqoml9o5 137 21 , , , cord-293333-mqoml9o5 137 22 see see VB cord-293333-mqoml9o5 137 23 Xia Xia NNP cord-293333-mqoml9o5 137 24 et et NNP cord-293333-mqoml9o5 137 25 al al NNP cord-293333-mqoml9o5 137 26 . . . cord-293333-mqoml9o5 138 1 [ [ -LRB- cord-293333-mqoml9o5 138 2 2002 2002 CD cord-293333-mqoml9o5 138 3 ] ] -RRB- cord-293333-mqoml9o5 138 4 . . . cord-293333-mqoml9o5 139 1 Let let VB cord-293333-mqoml9o5 139 2 us -PRON- PRP cord-293333-mqoml9o5 139 3 denote denote VB cord-293333-mqoml9o5 139 4 by by IN cord-293333-mqoml9o5 139 5 K K NNP cord-293333-mqoml9o5 139 6 the the DT cord-293333-mqoml9o5 139 7 field field NN cord-293333-mqoml9o5 139 8 of of IN cord-293333-mqoml9o5 139 9 causal causal NN cord-293333-mqoml9o5 139 10 Then then RB cord-293333-mqoml9o5 139 11 , , , cord-293333-mqoml9o5 139 12 thanks thank NNS cord-293333-mqoml9o5 139 13 to to IN cord-293333-mqoml9o5 139 14 the the DT cord-293333-mqoml9o5 139 15 back back JJ cord-293333-mqoml9o5 139 16 shift shift NN cord-293333-mqoml9o5 139 17 operator operator NN cord-293333-mqoml9o5 139 18 δ δ NN cord-293333-mqoml9o5 139 19 , , , cord-293333-mqoml9o5 139 20 dx(t dx(t NNP cord-293333-mqoml9o5 139 21 − − CD cord-293333-mqoml9o5 139 22 sτ sτ NN cord-293333-mqoml9o5 139 23 ) ) -RRB- cord-293333-mqoml9o5 139 24 = = NFP cord-293333-mqoml9o5 140 1 δ δ NNP cord-293333-mqoml9o5 140 2 s s NN cord-293333-mqoml9o5 140 3 dx dx NN cord-293333-mqoml9o5 140 4 . . . cord-293333-mqoml9o5 141 1 Accordingly accordingly RB cord-293333-mqoml9o5 141 2 , , , cord-293333-mqoml9o5 141 3 given give VBN cord-293333-mqoml9o5 141 4 the the DT cord-293333-mqoml9o5 141 5 function function NN cord-293333-mqoml9o5 141 6 Given give VBN cord-293333-mqoml9o5 141 7 a a DT cord-293333-mqoml9o5 141 8 ( ( -LRB- cord-293333-mqoml9o5 141 9 · · NFP cord-293333-mqoml9o5 141 10 ) ) -RRB- cord-293333-mqoml9o5 141 11 , , , cord-293333-mqoml9o5 141 12 f f LS cord-293333-mqoml9o5 141 13 ( ( -LRB- cord-293333-mqoml9o5 141 14 · · NFP cord-293333-mqoml9o5 141 15 ) ) -RRB- cord-293333-mqoml9o5 141 16 ) ) -RRB- cord-293333-mqoml9o5 141 17 ∈ ∈ VB cord-293333-mqoml9o5 141 18 K K NNP cord-293333-mqoml9o5 141 19 : : : cord-293333-mqoml9o5 141 20 Finally finally RB cord-293333-mqoml9o5 141 21 K K NNP cord-293333-mqoml9o5 141 22 ( ( -LRB- cord-293333-mqoml9o5 141 23 δ δ NN cord-293333-mqoml9o5 141 24 ] ] -RRB- cord-293333-mqoml9o5 141 25 is be VBZ cord-293333-mqoml9o5 141 26 the the DT cord-293333-mqoml9o5 141 27 ( ( -LRB- cord-293333-mqoml9o5 141 28 left left JJ cord-293333-mqoml9o5 141 29 ) ) -RRB- cord-293333-mqoml9o5 141 30 ring ring NN cord-293333-mqoml9o5 141 31 of of IN cord-293333-mqoml9o5 141 32 non non JJ cord-293333-mqoml9o5 141 33 commutative commutative JJ cord-293333-mqoml9o5 141 34 polynomials polynomial NNS cord-293333-mqoml9o5 141 35 in in IN cord-293333-mqoml9o5 141 36 δ δ NN cord-293333-mqoml9o5 141 37 with with IN cord-293333-mqoml9o5 141 38 coefficients coefficient NNS cord-293333-mqoml9o5 141 39 in in IN cord-293333-mqoml9o5 141 40 K K NNP cord-293333-mqoml9o5 141 41 . . . cord-293333-mqoml9o5 142 1 A a DT cord-293333-mqoml9o5 142 2 general general JJ cord-293333-mqoml9o5 142 3 module module NN cord-293333-mqoml9o5 142 4 spanned span VBN cord-293333-mqoml9o5 142 5 by by IN cord-293333-mqoml9o5 142 6 the the DT cord-293333-mqoml9o5 142 7 differentials differential NNS cord-293333-mqoml9o5 142 8 of of IN cord-293333-mqoml9o5 142 9 functions function NNS cord-293333-mqoml9o5 142 10 in in IN cord-293333-mqoml9o5 142 11 K K NNP cord-293333-mqoml9o5 142 12 is be VBZ cord-293333-mqoml9o5 142 13 then then RB cord-293333-mqoml9o5 142 14 defined define VBN cord-293333-mqoml9o5 142 15 over over IN cord-293333-mqoml9o5 142 16 the the DT cord-293333-mqoml9o5 142 17 ring ring NN cord-293333-mqoml9o5 142 18 K k NN cord-293333-mqoml9o5 142 19 ( ( -LRB- cord-293333-mqoml9o5 142 20 δ δ NN cord-293333-mqoml9o5 142 21 ] ] -RRB- cord-293333-mqoml9o5 142 22 , , , cord-293333-mqoml9o5 142 23 as as IN cord-293333-mqoml9o5 142 24 in in IN cord-293333-mqoml9o5 142 25 Xia Xia NNP cord-293333-mqoml9o5 142 26 et et NNP cord-293333-mqoml9o5 142 27 al al NNP cord-293333-mqoml9o5 142 28 . . . cord-293333-mqoml9o5 143 1 [ [ -LRB- cord-293333-mqoml9o5 143 2 2002 2002 CD cord-293333-mqoml9o5 143 3 ] ] -RRB- cord-293333-mqoml9o5 143 4 . . . cord-293333-mqoml9o5 144 1 Then then RB cord-293333-mqoml9o5 144 2 , , , cord-293333-mqoml9o5 144 3 in in IN cord-293333-mqoml9o5 144 4 this this DT cord-293333-mqoml9o5 144 5 framework framework NN cord-293333-mqoml9o5 144 6 setting setting NN cord-293333-mqoml9o5 144 7 ( ( -LRB- cord-293333-mqoml9o5 144 8 x x NN cord-293333-mqoml9o5 144 9 1 1 CD cord-293333-mqoml9o5 144 10 , , , cord-293333-mqoml9o5 144 11 x x SYM cord-293333-mqoml9o5 144 12 2 2 CD cord-293333-mqoml9o5 144 13 , , , cord-293333-mqoml9o5 144 14 x x SYM cord-293333-mqoml9o5 144 15 3 3 CD cord-293333-mqoml9o5 144 16 , , , cord-293333-mqoml9o5 144 17 x x SYM cord-293333-mqoml9o5 144 18 4 4 CD cord-293333-mqoml9o5 144 19 , , , cord-293333-mqoml9o5 144 20 x x SYM cord-293333-mqoml9o5 144 21 5 5 CD cord-293333-mqoml9o5 144 22 ) ) -RRB- cord-293333-mqoml9o5 145 1 = = NFP cord-293333-mqoml9o5 146 1 ( ( -LRB- cord-293333-mqoml9o5 146 2 I I NNP cord-293333-mqoml9o5 146 3 q q NNP cord-293333-mqoml9o5 146 4 , , , cord-293333-mqoml9o5 146 5 R r NN cord-293333-mqoml9o5 146 6 , , , cord-293333-mqoml9o5 146 7 D D NNP cord-293333-mqoml9o5 146 8 q q NNP cord-293333-mqoml9o5 146 9 , , , cord-293333-mqoml9o5 146 10 S S NNP cord-293333-mqoml9o5 146 11 , , , cord-293333-mqoml9o5 146 12 I -PRON- PRP cord-293333-mqoml9o5 146 13 a a DT cord-293333-mqoml9o5 146 14 ) ) -RRB- cord-293333-mqoml9o5 146 15 , , , cord-293333-mqoml9o5 146 16 and and CC cord-293333-mqoml9o5 146 17 assuming assume VBG cord-293333-mqoml9o5 146 18 without without IN cord-293333-mqoml9o5 146 19 loss loss NN cord-293333-mqoml9o5 146 20 of of IN cord-293333-mqoml9o5 146 21 generalities generality NNS cord-293333-mqoml9o5 146 22 1 1 CD cord-293333-mqoml9o5 146 23 and and CC cord-293333-mqoml9o5 146 24 2 2 CD cord-293333-mqoml9o5 146 25 integers integer NNS cord-293333-mqoml9o5 146 26 , , , cord-293333-mqoml9o5 146 27 our -PRON- PRP$ cord-293333-mqoml9o5 146 28 system system NN cord-293333-mqoml9o5 146 29 is be VBZ cord-293333-mqoml9o5 146 30 characterized characterize VBN cord-293333-mqoml9o5 146 31 by by IN cord-293333-mqoml9o5 146 32 the the DT cord-293333-mqoml9o5 146 33 differential differential JJ cord-293333-mqoml9o5 146 34 representation representation NN cord-293333-mqoml9o5 146 35 and and CC cord-293333-mqoml9o5 146 36 Clearly clearly RB cord-293333-mqoml9o5 146 37 dy dy NNP cord-293333-mqoml9o5 146 38 ( ( -LRB- cord-293333-mqoml9o5 146 39 2 2 CD cord-293333-mqoml9o5 146 40 + + SYM cord-293333-mqoml9o5 146 41 j j NNP cord-293333-mqoml9o5 146 42 ) ) -RRB- cord-293333-mqoml9o5 146 43 , , , cord-293333-mqoml9o5 146 44 for for IN cord-293333-mqoml9o5 146 45 any any DT cord-293333-mqoml9o5 146 46 j j NNP cord-293333-mqoml9o5 146 47 ≥ ≥ CD cord-293333-mqoml9o5 146 48 0 0 NNP cord-293333-mqoml9o5 146 49 does do VBZ cord-293333-mqoml9o5 146 50 not not RB cord-293333-mqoml9o5 146 51 depend depend VB cord-293333-mqoml9o5 146 52 on on IN cord-293333-mqoml9o5 146 53 dx dx NNP cord-293333-mqoml9o5 146 54 2 2 CD cord-293333-mqoml9o5 146 55 and and CC cord-293333-mqoml9o5 146 56 dx dx NNP cord-293333-mqoml9o5 146 57 3 3 CD cord-293333-mqoml9o5 146 58 which which WDT cord-293333-mqoml9o5 146 59 proves prove VBZ cord-293333-mqoml9o5 146 60 that that IN cord-293333-mqoml9o5 146 61 the the DT cord-293333-mqoml9o5 146 62 whole whole JJ cord-293333-mqoml9o5 146 63 system system NN cord-293333-mqoml9o5 146 64 can can MD cord-293333-mqoml9o5 146 65 not not RB cord-293333-mqoml9o5 146 66 be be VB cord-293333-mqoml9o5 146 67 weakly weakly RB cord-293333-mqoml9o5 146 68 , , , cord-293333-mqoml9o5 146 69 regularly regularly RB cord-293333-mqoml9o5 146 70 or or CC cord-293333-mqoml9o5 146 71 strongly strongly RB cord-293333-mqoml9o5 146 72 observable observable JJ cord-293333-mqoml9o5 146 73 . . . cord-293333-mqoml9o5 147 1 We -PRON- PRP cord-293333-mqoml9o5 147 2 may may MD cord-293333-mqoml9o5 147 3 however however RB cord-293333-mqoml9o5 147 4 be be VB cord-293333-mqoml9o5 147 5 interested interested JJ cord-293333-mqoml9o5 147 6 in in IN cord-293333-mqoml9o5 147 7 studying study VBG cord-293333-mqoml9o5 147 8 the the DT cord-293333-mqoml9o5 147 9 reduced reduce VBN cord-293333-mqoml9o5 147 10 system system NN cord-293333-mqoml9o5 147 11 defined define VBN cord-293333-mqoml9o5 147 12 by by IN cord-293333-mqoml9o5 147 13 the the DT cord-293333-mqoml9o5 147 14 variables variable NNS cord-293333-mqoml9o5 147 15 ( ( -LRB- cord-293333-mqoml9o5 147 16 x x SYM cord-293333-mqoml9o5 147 17 1 1 CD cord-293333-mqoml9o5 147 18 , , , cord-293333-mqoml9o5 147 19 x x SYM cord-293333-mqoml9o5 147 20 4 4 CD cord-293333-mqoml9o5 147 21 , , , cord-293333-mqoml9o5 147 22 x x SYM cord-293333-mqoml9o5 147 23 5 5 CD cord-293333-mqoml9o5 147 24 ) ) -RRB- cord-293333-mqoml9o5 147 25 = = NFP cord-293333-mqoml9o5 148 1 ( ( -LRB- cord-293333-mqoml9o5 148 2 I -PRON- PRP cord-293333-mqoml9o5 148 3 q q NNP cord-293333-mqoml9o5 148 4 , , , cord-293333-mqoml9o5 148 5 S S NNP cord-293333-mqoml9o5 148 6 , , , cord-293333-mqoml9o5 148 7 I -PRON- PRP cord-293333-mqoml9o5 148 8 a a DT cord-293333-mqoml9o5 148 9 ) ) -RRB- cord-293333-mqoml9o5 148 10 and and CC cord-293333-mqoml9o5 148 11 given give VBN cord-293333-mqoml9o5 148 12 by by IN cord-293333-mqoml9o5 148 13   NN cord-293333-mqoml9o5 149 1   NNP cord-293333-mqoml9o5 150 1 Using use VBG cord-293333-mqoml9o5 150 2 the the DT cord-293333-mqoml9o5 150 3 previous previous JJ cord-293333-mqoml9o5 150 4 computations computation NNS cord-293333-mqoml9o5 150 5 , , , cord-293333-mqoml9o5 150 6 one one PRP cord-293333-mqoml9o5 150 7 gets get VBZ cord-293333-mqoml9o5 150 8 that that IN cord-293333-mqoml9o5 150 9 the the DT cord-293333-mqoml9o5 150 10 associated associate VBN cord-293333-mqoml9o5 150 11 observability observability NN cord-293333-mqoml9o5 150 12 matrix matrix NN cord-293333-mqoml9o5 150 13 isÔ isÔ NNS cord-293333-mqoml9o5 151 1 This this DT cord-293333-mqoml9o5 151 2 subsystem subsystem NN cord-293333-mqoml9o5 151 3 will will MD cord-293333-mqoml9o5 151 4 then then RB cord-293333-mqoml9o5 151 5 be be VB cord-293333-mqoml9o5 151 6 weakly weakly RB cord-293333-mqoml9o5 151 7 observable observable JJ cord-293333-mqoml9o5 151 8 ifÔ(x ifÔ(x NNP cord-293333-mqoml9o5 151 9 , , , cord-293333-mqoml9o5 151 10 δ δ NN cord-293333-mqoml9o5 151 11 ) ) -RRB- cord-293333-mqoml9o5 151 12 has have VBZ cord-293333-mqoml9o5 151 13 full full JJ cord-293333-mqoml9o5 151 14 rank rank NN cord-293333-mqoml9o5 151 15 over over IN cord-293333-mqoml9o5 151 16 K K NNP cord-293333-mqoml9o5 151 17 ( ( -LRB- cord-293333-mqoml9o5 151 18 δ δ NN cord-293333-mqoml9o5 151 19 ) ) -RRB- cord-293333-mqoml9o5 151 20 . . . cord-293333-mqoml9o5 152 1 It -PRON- PRP cord-293333-mqoml9o5 152 2 will will MD cord-293333-mqoml9o5 152 3 be be VB cord-293333-mqoml9o5 152 4 strongly strongly RB cord-293333-mqoml9o5 152 5 observable observable JJ cord-293333-mqoml9o5 152 6 if if IN cord-293333-mqoml9o5 152 7 it -PRON- PRP cord-293333-mqoml9o5 152 8 is be VBZ cord-293333-mqoml9o5 152 9 also also RB cord-293333-mqoml9o5 152 10 unimodular unimodular JJ cord-293333-mqoml9o5 152 11 . . . cord-293333-mqoml9o5 153 1 If if IN cord-293333-mqoml9o5 153 2 it -PRON- PRP cord-293333-mqoml9o5 153 3 is be VBZ cord-293333-mqoml9o5 153 4 weakly weakly RB cord-293333-mqoml9o5 153 5 observable observable JJ cord-293333-mqoml9o5 153 6 but but CC cord-293333-mqoml9o5 153 7 not not RB cord-293333-mqoml9o5 153 8 strongly strongly RB cord-293333-mqoml9o5 153 9 we -PRON- PRP cord-293333-mqoml9o5 153 10 will will MD cord-293333-mqoml9o5 153 11 have have VB cord-293333-mqoml9o5 153 12 to to TO cord-293333-mqoml9o5 153 13 check check VB cord-293333-mqoml9o5 153 14 if if IN cord-293333-mqoml9o5 153 15 it -PRON- PRP cord-293333-mqoml9o5 153 16 is be VBZ cord-293333-mqoml9o5 153 17 regularly regularly RB cord-293333-mqoml9o5 153 18 observable observable JJ cord-293333-mqoml9o5 153 19 , , , cord-293333-mqoml9o5 153 20 see see VB cord-293333-mqoml9o5 153 21 Califano Califano NNP cord-293333-mqoml9o5 153 22 et et FW cord-293333-mqoml9o5 153 23 al al NNP cord-293333-mqoml9o5 153 24 . . . cord-293333-mqoml9o5 154 1 [ [ -LRB- cord-293333-mqoml9o5 154 2 2020 2020 CD cord-293333-mqoml9o5 154 3 ] ] -RRB- cord-293333-mqoml9o5 154 4 , , , cord-293333-mqoml9o5 154 5 that that DT cord-293333-mqoml9o5 154 6 is be VBZ cord-293333-mqoml9o5 154 7 if if IN cord-293333-mqoml9o5 154 8 it -PRON- PRP cord-293333-mqoml9o5 154 9 is be VBZ cord-293333-mqoml9o5 154 10 possible possible JJ cord-293333-mqoml9o5 154 11 to to TO cord-293333-mqoml9o5 154 12 reconstruct reconstruct VB cord-293333-mqoml9o5 154 13 the the DT cord-293333-mqoml9o5 154 14 state state NN cord-293333-mqoml9o5 154 15 of of IN cord-293333-mqoml9o5 154 16 the the DT cord-293333-mqoml9o5 154 17 system system NN cord-293333-mqoml9o5 154 18 by by IN cord-293333-mqoml9o5 154 19 using use VBG cord-293333-mqoml9o5 154 20 also also RB cord-293333-mqoml9o5 154 21 derivatives derivative NNS cord-293333-mqoml9o5 154 22 of of IN cord-293333-mqoml9o5 154 23 higher high JJR cord-293333-mqoml9o5 154 24 order order NN cord-293333-mqoml9o5 154 25 of of IN cord-293333-mqoml9o5 154 26 the the DT cord-293333-mqoml9o5 154 27 output output NN cord-293333-mqoml9o5 154 28 function function NN cord-293333-mqoml9o5 154 29 1 1 CD cord-293333-mqoml9o5 154 30 . . . cord-293333-mqoml9o5 155 1 We -PRON- PRP cord-293333-mqoml9o5 155 2 may may MD cord-293333-mqoml9o5 155 3 essentially essentially RB cord-293333-mqoml9o5 155 4 distinguish distinguish VB cord-293333-mqoml9o5 155 5 three three CD cord-293333-mqoml9o5 155 6 cases case NNS cord-293333-mqoml9o5 155 7 based base VBN cord-293333-mqoml9o5 155 8 on on IN cord-293333-mqoml9o5 155 9 the the DT cord-293333-mqoml9o5 155 10 values value NNS cord-293333-mqoml9o5 155 11 of of IN cord-293333-mqoml9o5 155 12 the the DT cord-293333-mqoml9o5 155 13 parameters parameter NNS cord-293333-mqoml9o5 155 14 ε ε NN cord-293333-mqoml9o5 155 15 and and CC cord-293333-mqoml9o5 155 16 η η NN cord-293333-mqoml9o5 155 17 which which WDT cord-293333-mqoml9o5 155 18 are be VBP cord-293333-mqoml9o5 155 19 discussed discuss VBN cord-293333-mqoml9o5 155 20 hereafter hereafter RB cord-293333-mqoml9o5 155 21 and and CC cord-293333-mqoml9o5 155 22 are be VBP cord-293333-mqoml9o5 155 23 represented represent VBN cord-293333-mqoml9o5 155 24 in in IN cord-293333-mqoml9o5 155 25 Table Table NNP cord-293333-mqoml9o5 155 26 1 1 CD cord-293333-mqoml9o5 155 27 . . . cord-293333-mqoml9o5 156 1 This this DT cord-293333-mqoml9o5 156 2 case case NN cord-293333-mqoml9o5 156 3 corresponds correspond VBZ cord-293333-mqoml9o5 156 4 to to IN cord-293333-mqoml9o5 156 5 the the DT cord-293333-mqoml9o5 156 6 situation situation NN cord-293333-mqoml9o5 156 7 in in IN cord-293333-mqoml9o5 156 8 which which WDT cord-293333-mqoml9o5 156 9 there there EX cord-293333-mqoml9o5 156 10 is be VBZ cord-293333-mqoml9o5 156 11 an an DT cord-293333-mqoml9o5 156 12 important important JJ cord-293333-mqoml9o5 156 13 delay delay NN cord-293333-mqoml9o5 156 14 between between IN cord-293333-mqoml9o5 156 15 the the DT cord-293333-mqoml9o5 156 16 time time NN cord-293333-mqoml9o5 156 17 people people NNS cord-293333-mqoml9o5 156 18 get get VBP cord-293333-mqoml9o5 156 19 infected infect VBN cord-293333-mqoml9o5 156 20 and and CC cord-293333-mqoml9o5 156 21 the the DT cord-293333-mqoml9o5 156 22 time time NN cord-293333-mqoml9o5 156 23 they -PRON- PRP cord-293333-mqoml9o5 156 24 become become VBP cord-293333-mqoml9o5 156 25 aware aware JJ cord-293333-mqoml9o5 156 26 and and CC cord-293333-mqoml9o5 156 27 get get VB cord-293333-mqoml9o5 156 28 into into IN cord-293333-mqoml9o5 156 29 quarantine quarantine NN cord-293333-mqoml9o5 156 30 . . . cord-293333-mqoml9o5 157 1 As as IN cord-293333-mqoml9o5 157 2 a a DT cord-293333-mqoml9o5 157 3 consequence consequence NN cord-293333-mqoml9o5 157 4 , , , cord-293333-mqoml9o5 157 5 necessarily necessarily RB cord-293333-mqoml9o5 157 6 η η NN cord-293333-mqoml9o5 157 7 = = SYM cord-293333-mqoml9o5 157 8 0 0 NFP cord-293333-mqoml9o5 157 9 and and CC cord-293333-mqoml9o5 157 10 the the DT cord-293333-mqoml9o5 157 11 observability observability NN cord-293333-mqoml9o5 157 12 matrix matrix NN cord-293333-mqoml9o5 157 13 associated associate VBN cord-293333-mqoml9o5 157 14 to to IN cord-293333-mqoml9o5 157 15 the the DT cord-293333-mqoml9o5 157 16 third third JJ cord-293333-mqoml9o5 157 17 order order NN cord-293333-mqoml9o5 157 18 subsystem subsystem NN cord-293333-mqoml9o5 157 19 ( ( -LRB- cord-293333-mqoml9o5 157 20 2 2 LS cord-293333-mqoml9o5 157 21 ) ) -RRB- cord-293333-mqoml9o5 157 22 will will MD cord-293333-mqoml9o5 157 23 bê bê IN cord-293333-mqoml9o5 157 24 The the DT cord-293333-mqoml9o5 157 25 subsystem subsystem NN cord-293333-mqoml9o5 157 26 ( ( -LRB- cord-293333-mqoml9o5 157 27 2 2 LS cord-293333-mqoml9o5 157 28 ) ) -RRB- cord-293333-mqoml9o5 157 29 will will MD cord-293333-mqoml9o5 157 30 be be VB cord-293333-mqoml9o5 157 31 then then RB cord-293333-mqoml9o5 157 32 weakly weakly RB cord-293333-mqoml9o5 157 33 observable observable JJ cord-293333-mqoml9o5 157 34 for for IN cord-293333-mqoml9o5 157 35 η η NN cord-293333-mqoml9o5 157 36 = = SYM cord-293333-mqoml9o5 157 37 0 0 CD cord-293333-mqoml9o5 157 38 , , , cord-293333-mqoml9o5 157 39 β β NN cord-293333-mqoml9o5 157 40 = = SYM cord-293333-mqoml9o5 157 41 0 0 CD cord-293333-mqoml9o5 157 42 , , , cord-293333-mqoml9o5 158 1 x x LS cord-293333-mqoml9o5 158 2 5 5 CD cord-293333-mqoml9o5 158 3 ( ( -LRB- cord-293333-mqoml9o5 158 4 −1 −1 NNP cord-293333-mqoml9o5 158 5 ) ) -RRB- cord-293333-mqoml9o5 159 1 = = SYM cord-293333-mqoml9o5 159 2 0 0 NFP cord-293333-mqoml9o5 159 3 . . . cord-293333-mqoml9o5 160 1 It -PRON- PRP cord-293333-mqoml9o5 160 2 is be VBZ cord-293333-mqoml9o5 160 3 easily easily RB cord-293333-mqoml9o5 160 4 verified verify VBN cord-293333-mqoml9o5 160 5 that that IN cord-293333-mqoml9o5 160 6 it -PRON- PRP cord-293333-mqoml9o5 160 7 will will MD cord-293333-mqoml9o5 160 8 neither neither CC cord-293333-mqoml9o5 160 9 be be VB cord-293333-mqoml9o5 160 10 strongly strongly RB cord-293333-mqoml9o5 160 11 nor nor CC cord-293333-mqoml9o5 160 12 regularly regularly RB cord-293333-mqoml9o5 160 13 observable observable JJ cord-293333-mqoml9o5 160 14 . . . cord-293333-mqoml9o5 161 1 • • NNP cord-293333-mqoml9o5 162 1 Second Second NNP cord-293333-mqoml9o5 162 2 Case Case NNP cord-293333-mqoml9o5 162 3 ε ε NN cord-293333-mqoml9o5 162 4 = = NN cord-293333-mqoml9o5 162 5 0 0 CD cord-293333-mqoml9o5 162 6 and and CC cord-293333-mqoml9o5 162 7 η η NN cord-293333-mqoml9o5 162 8 = = SYM cord-293333-mqoml9o5 162 9 0 0 CD cord-293333-mqoml9o5 162 10 . . . cord-293333-mqoml9o5 163 1 In in IN cord-293333-mqoml9o5 163 2 this this DT cord-293333-mqoml9o5 163 3 case case NN cord-293333-mqoml9o5 163 4 there there EX cord-293333-mqoml9o5 163 5 is be VBZ cord-293333-mqoml9o5 163 6 no no DT cord-293333-mqoml9o5 163 7 structural structural JJ cord-293333-mqoml9o5 163 8 delay delay NN cord-293333-mqoml9o5 163 9 between between IN cord-293333-mqoml9o5 163 10 the the DT cord-293333-mqoml9o5 163 11 two two CD cord-293333-mqoml9o5 163 12 classes class NNS cord-293333-mqoml9o5 163 13 I -PRON- PRP cord-293333-mqoml9o5 163 14 q q VBP cord-293333-mqoml9o5 163 15 and and CC cord-293333-mqoml9o5 163 16 I -PRON- PRP cord-293333-mqoml9o5 163 17 a a DT cord-293333-mqoml9o5 163 18 . . . cord-293333-mqoml9o5 164 1 People People NNS cord-293333-mqoml9o5 164 2 get get VBP cord-293333-mqoml9o5 164 3 infected infect VBN cord-293333-mqoml9o5 164 4 and and CC cord-293333-mqoml9o5 164 5 after after IN cord-293333-mqoml9o5 164 6 a a DT cord-293333-mqoml9o5 164 7 negligible negligible JJ cord-293333-mqoml9o5 164 8 time time NN cord-293333-mqoml9o5 164 9 are be VBP cord-293333-mqoml9o5 164 10 moved move VBN cord-293333-mqoml9o5 164 11 to to IN cord-293333-mqoml9o5 164 12 quarantine quarantine VB cord-293333-mqoml9o5 164 13 . . . cord-293333-mqoml9o5 165 1 The the DT cord-293333-mqoml9o5 165 2 delay delay NN cord-293333-mqoml9o5 165 3 characterizes characterize VBZ cord-293333-mqoml9o5 165 4 only only RB cord-293333-mqoml9o5 165 5 the the DT cord-293333-mqoml9o5 165 6 large large JJ cord-293333-mqoml9o5 165 7 amount amount NN cord-293333-mqoml9o5 165 8 of of IN cord-293333-mqoml9o5 165 9 time time NN cord-293333-mqoml9o5 165 10 that that WDT cord-293333-mqoml9o5 165 11 ill ill JJ cord-293333-mqoml9o5 165 12 people people NNS cord-293333-mqoml9o5 165 13 need need VBP cord-293333-mqoml9o5 165 14 to to TO cord-293333-mqoml9o5 165 15 get get VB cord-293333-mqoml9o5 165 16 recovered recover VBN cord-293333-mqoml9o5 165 17 . . . cord-293333-mqoml9o5 166 1 In in IN cord-293333-mqoml9o5 166 2 this this DT cord-293333-mqoml9o5 166 3 situation situation NN cord-293333-mqoml9o5 166 4 , , , cord-293333-mqoml9o5 166 5 for for IN cord-293333-mqoml9o5 166 6 the the DT cord-293333-mqoml9o5 166 7 subsystem subsystem NN cord-293333-mqoml9o5 166 8 ( ( -LRB- cord-293333-mqoml9o5 166 9 2 2 LS cord-293333-mqoml9o5 166 10 ) ) -RRB- cord-293333-mqoml9o5 166 11 one one CD cord-293333-mqoml9o5 166 12 getŝ getŝ NN cord-293333-mqoml9o5 167 1 No no DT cord-293333-mqoml9o5 167 2 delay delay NN cord-293333-mqoml9o5 167 3 affects affect VBZ cord-293333-mqoml9o5 167 4 the the DT cord-293333-mqoml9o5 167 5 observability observability NN cord-293333-mqoml9o5 167 6 matrix matrix NN cord-293333-mqoml9o5 167 7 . . . cord-293333-mqoml9o5 168 1 The the DT cord-293333-mqoml9o5 168 2 subsystem subsystem NN cord-293333-mqoml9o5 168 3 ( ( -LRB- cord-293333-mqoml9o5 168 4 2 2 LS cord-293333-mqoml9o5 168 5 ) ) -RRB- cord-293333-mqoml9o5 168 6 will will MD cord-293333-mqoml9o5 168 7 be be VB cord-293333-mqoml9o5 168 8 strongly strongly RB cord-293333-mqoml9o5 168 9 observable observable JJ cord-293333-mqoml9o5 168 10 if if IN cord-293333-mqoml9o5 168 11 and and CC cord-293333-mqoml9o5 168 12 only only RB cord-293333-mqoml9o5 168 13 if if IN cord-293333-mqoml9o5 168 14 the the DT cord-293333-mqoml9o5 168 15 matrix matrix NN cord-293333-mqoml9o5 168 16 has have VBZ cord-293333-mqoml9o5 168 17 full full JJ cord-293333-mqoml9o5 168 18 rank rank NN cord-293333-mqoml9o5 168 19 , , , cord-293333-mqoml9o5 168 20 which which WDT cord-293333-mqoml9o5 168 21 happens happen VBZ cord-293333-mqoml9o5 168 22 if if IN cord-293333-mqoml9o5 168 23 and and CC cord-293333-mqoml9o5 168 24 only only RB cord-293333-mqoml9o5 168 25 if if IN cord-293333-mqoml9o5 168 26 The the DT cord-293333-mqoml9o5 168 27 different different JJ cord-293333-mqoml9o5 168 28 notions notion NNS cord-293333-mqoml9o5 168 29 of of IN cord-293333-mqoml9o5 168 30 observability observability NN cord-293333-mqoml9o5 168 31 are be VBP cord-293333-mqoml9o5 168 32 peculiar peculiar JJ cord-293333-mqoml9o5 168 33 of of IN cord-293333-mqoml9o5 168 34 time time NN cord-293333-mqoml9o5 168 35 delay delay NN cord-293333-mqoml9o5 168 36 systems system NNS cord-293333-mqoml9o5 168 37 . . . cord-293333-mqoml9o5 169 1 Strong strong JJ cord-293333-mqoml9o5 169 2 observability observability NN cord-293333-mqoml9o5 169 3 can can MD cord-293333-mqoml9o5 169 4 be be VB cord-293333-mqoml9o5 169 5 tested test VBN cord-293333-mqoml9o5 169 6 by by IN cord-293333-mqoml9o5 169 7 verifying verify VBG cord-293333-mqoml9o5 169 8 the the DT cord-293333-mqoml9o5 169 9 unimodularity unimodularity NN cord-293333-mqoml9o5 169 10 of of IN cord-293333-mqoml9o5 169 11 the the DT cord-293333-mqoml9o5 169 12 observability observability NN cord-293333-mqoml9o5 169 13 matrix matrix NN cord-293333-mqoml9o5 169 14 and and CC cord-293333-mqoml9o5 169 15 allows allow VBZ cord-293333-mqoml9o5 169 16 to to TO cord-293333-mqoml9o5 169 17 express express VB cord-293333-mqoml9o5 169 18 the the DT cord-293333-mqoml9o5 169 19 state state NN cord-293333-mqoml9o5 169 20 of of IN cord-293333-mqoml9o5 169 21 the the DT cord-293333-mqoml9o5 169 22 system system NN cord-293333-mqoml9o5 169 23 at at IN cord-293333-mqoml9o5 169 24 time time NN cord-293333-mqoml9o5 169 25 t t NN cord-293333-mqoml9o5 169 26 as as IN cord-293333-mqoml9o5 169 27 a a DT cord-293333-mqoml9o5 169 28 function function NN cord-293333-mqoml9o5 169 29 of of IN cord-293333-mqoml9o5 169 30 the the DT cord-293333-mqoml9o5 169 31 input input NN cord-293333-mqoml9o5 169 32 and and CC cord-293333-mqoml9o5 169 33 output output NN cord-293333-mqoml9o5 169 34 and and CC cord-293333-mqoml9o5 169 35 their -PRON- PRP$ cord-293333-mqoml9o5 169 36 derivatives derivative NNS cord-293333-mqoml9o5 169 37 up up IN cord-293333-mqoml9o5 169 38 to to TO cord-293333-mqoml9o5 169 39 order order VB cord-293333-mqoml9o5 169 40 n n NN cord-293333-mqoml9o5 169 41 − − NN cord-293333-mqoml9o5 169 42 1 1 CD cord-293333-mqoml9o5 169 43 eventually eventually RB cord-293333-mqoml9o5 169 44 delayed delay VBN cord-293333-mqoml9o5 169 45 . . . cord-293333-mqoml9o5 170 1 Weak weak JJ cord-293333-mqoml9o5 170 2 and and CC cord-293333-mqoml9o5 170 3 regular regular JJ cord-293333-mqoml9o5 170 4 observability observability NN cord-293333-mqoml9o5 170 5 are be VBP cord-293333-mqoml9o5 170 6 much much RB cord-293333-mqoml9o5 170 7 weaker weak JJR cord-293333-mqoml9o5 170 8 notions notion NNS cord-293333-mqoml9o5 170 9 and and CC cord-293333-mqoml9o5 170 10 have have VBP cord-293333-mqoml9o5 170 11 different different JJ cord-293333-mqoml9o5 170 12 implications implication NNS cord-293333-mqoml9o5 170 13 . . . cord-293333-mqoml9o5 171 1 To to TO cord-293333-mqoml9o5 171 2 have have VB cord-293333-mqoml9o5 171 3 a a DT cord-293333-mqoml9o5 171 4 flavour flavour NN cord-293333-mqoml9o5 171 5 of of IN cord-293333-mqoml9o5 171 6 these these DT cord-293333-mqoml9o5 171 7 implications implication NNS cord-293333-mqoml9o5 171 8 we -PRON- PRP cord-293333-mqoml9o5 171 9 give give VBP cord-293333-mqoml9o5 171 10 hereafter hereafter RB cord-293333-mqoml9o5 171 11 two two CD cord-293333-mqoml9o5 171 12 examples example NNS cord-293333-mqoml9o5 171 13 to to TO cord-293333-mqoml9o5 171 14 highlight highlight VB cord-293333-mqoml9o5 171 15 the the DT cord-293333-mqoml9o5 171 16 differences difference NNS cord-293333-mqoml9o5 171 17 : : : cord-293333-mqoml9o5 171 18 Regular regular JJ cord-293333-mqoml9o5 171 19 Observability Observability NNP cord-293333-mqoml9o5 171 20 : : : cord-293333-mqoml9o5 171 21 . . . cord-293333-mqoml9o5 172 1 The the DT cord-293333-mqoml9o5 172 2 observability observability NN cord-293333-mqoml9o5 172 3 matrix matrix NN cord-293333-mqoml9o5 172 4 is be VBZ cord-293333-mqoml9o5 172 5 O(x O(x NNP cord-293333-mqoml9o5 172 6 , , , cord-293333-mqoml9o5 172 7 δ δ NN cord-293333-mqoml9o5 172 8 ) ) -RRB- cord-293333-mqoml9o5 172 9 = = NFP cord-293333-mqoml9o5 173 1 1 1 LS cord-293333-mqoml9o5 174 1 + + CC cord-293333-mqoml9o5 174 2 δ δ NN cord-293333-mqoml9o5 174 3 , , , cord-293333-mqoml9o5 174 4 which which WDT cord-293333-mqoml9o5 174 5 has have VBZ cord-293333-mqoml9o5 174 6 full full JJ cord-293333-mqoml9o5 174 7 rank rank NN cord-293333-mqoml9o5 174 8 over over IN cord-293333-mqoml9o5 174 9 K K NNP cord-293333-mqoml9o5 174 10 ( ( -LRB- cord-293333-mqoml9o5 174 11 δ δ NN cord-293333-mqoml9o5 174 12 ] ] -RRB- cord-293333-mqoml9o5 175 1 but but CC cord-293333-mqoml9o5 175 2 is be VBZ cord-293333-mqoml9o5 175 3 not not RB cord-293333-mqoml9o5 175 4 unimodular unimodular JJ cord-293333-mqoml9o5 175 5 . . . cord-293333-mqoml9o5 176 1 Nevertheless nevertheless RB cord-293333-mqoml9o5 176 2 , , , cord-293333-mqoml9o5 176 3 the the DT cord-293333-mqoml9o5 176 4 state state NN cord-293333-mqoml9o5 176 5 of of IN cord-293333-mqoml9o5 176 6 the the DT cord-293333-mqoml9o5 176 7 system system NN cord-293333-mqoml9o5 176 8 at at IN cord-293333-mqoml9o5 176 9 time time NN cord-293333-mqoml9o5 176 10 t t NNP cord-293333-mqoml9o5 176 11 can can MD cord-293333-mqoml9o5 176 12 still still RB cord-293333-mqoml9o5 176 13 be be VB cord-293333-mqoml9o5 176 14 written write VBN cord-293333-mqoml9o5 176 15 as as IN cord-293333-mqoml9o5 176 16 a a DT cord-293333-mqoml9o5 176 17 function function NN cord-293333-mqoml9o5 176 18 of of IN cord-293333-mqoml9o5 176 19 the the DT cord-293333-mqoml9o5 176 20 input input NN cord-293333-mqoml9o5 176 21 and and CC cord-293333-mqoml9o5 176 22 output output NN cord-293333-mqoml9o5 176 23 and and CC cord-293333-mqoml9o5 176 24 their -PRON- PRP$ cord-293333-mqoml9o5 176 25 derivatives derivative NNS cord-293333-mqoml9o5 176 26 , , , cord-293333-mqoml9o5 176 27 but but CC cord-293333-mqoml9o5 176 28 requires require VBZ cord-293333-mqoml9o5 176 29 higher high JJR cord-293333-mqoml9o5 176 30 order order NN cord-293333-mqoml9o5 176 31 derivatives derivative NNS cord-293333-mqoml9o5 176 32 . . . cord-293333-mqoml9o5 177 1 In in IN cord-293333-mqoml9o5 177 2 case case NN cord-293333-mqoml9o5 177 3 of of IN cord-293333-mqoml9o5 177 4 the the DT cord-293333-mqoml9o5 177 5 example example NN cord-293333-mqoml9o5 177 6 , , , cord-293333-mqoml9o5 177 7 we -PRON- PRP cord-293333-mqoml9o5 177 8 get get VBP cord-293333-mqoml9o5 177 9 x(t x(t NNP cord-293333-mqoml9o5 177 10 ) ) -RRB- cord-293333-mqoml9o5 177 11 = = NFP cord-293333-mqoml9o5 178 1 y(t y(t NN cord-293333-mqoml9o5 178 2 ) ) -RRB- cord-293333-mqoml9o5 178 3 −ẏ −ẏ NNP cord-293333-mqoml9o5 178 4 ( ( -LRB- cord-293333-mqoml9o5 178 5 t)−y(t−τ t)−y(t−τ NFP cord-293333-mqoml9o5 178 6 ) ) -RRB- cord-293333-mqoml9o5 178 7 u(t)−u(t−τ u(t)−u(t−τ NNP cord-293333-mqoml9o5 178 8 ) ) -RRB- cord-293333-mqoml9o5 178 9 , , , cord-293333-mqoml9o5 178 10 which which WDT cord-293333-mqoml9o5 178 11 is be VBZ cord-293333-mqoml9o5 178 12 valid valid JJ cord-293333-mqoml9o5 179 1 whenever whenever WRB cord-293333-mqoml9o5 179 2 u(t u(t NNP cord-293333-mqoml9o5 179 3 ) ) -RRB- cord-293333-mqoml9o5 179 4 = = NFP cord-293333-mqoml9o5 180 1 u(t u(t NN cord-293333-mqoml9o5 180 2 − − NN cord-293333-mqoml9o5 180 3 τ τ NN cord-293333-mqoml9o5 180 4 ) ) -RRB- cord-293333-mqoml9o5 180 5 . . . cord-293333-mqoml9o5 181 1 Weak Weak NNP cord-293333-mqoml9o5 181 2 Observability Observability NNP cord-293333-mqoml9o5 181 3 : : : cord-293333-mqoml9o5 181 4 Consider consider VB cord-293333-mqoml9o5 181 5 the the DT cord-293333-mqoml9o5 181 6 dynamicsẋ(t dynamicsẋ(t NN cord-293333-mqoml9o5 181 7 ) ) -RRB- cord-293333-mqoml9o5 181 8 = = SYM cord-293333-mqoml9o5 181 9 u(t u(t NNP cord-293333-mqoml9o5 181 10 ) ) -RRB- cord-293333-mqoml9o5 181 11 with with IN cord-293333-mqoml9o5 181 12 output output NN cord-293333-mqoml9o5 181 13 y(t y(t NN cord-293333-mqoml9o5 181 14 ) ) -RRB- cord-293333-mqoml9o5 182 1 = = NFP cord-293333-mqoml9o5 183 1 x(t x(t NNP cord-293333-mqoml9o5 183 2 ) ) -RRB- cord-293333-mqoml9o5 183 3 + + NFP cord-293333-mqoml9o5 183 4 x(t x(t NNP cord-293333-mqoml9o5 183 5 − − CD cord-293333-mqoml9o5 183 6 τ τ NN cord-293333-mqoml9o5 183 7 ) ) -RRB- cord-293333-mqoml9o5 183 8 . . . cord-293333-mqoml9o5 184 1 The the DT cord-293333-mqoml9o5 184 2 observability observability NN cord-293333-mqoml9o5 184 3 matrix matrix NN cord-293333-mqoml9o5 184 4 is be VBZ cord-293333-mqoml9o5 184 5 still still RB cord-293333-mqoml9o5 184 6 O(x O(x NNP cord-293333-mqoml9o5 184 7 , , , cord-293333-mqoml9o5 185 1 δ δ NNP cord-293333-mqoml9o5 186 1 ) ) -RRB- cord-293333-mqoml9o5 186 2 = = SYM cord-293333-mqoml9o5 186 3 1 1 CD cord-293333-mqoml9o5 186 4 + + CC cord-293333-mqoml9o5 186 5 δ δ NN cord-293333-mqoml9o5 186 6 . . . cord-293333-mqoml9o5 187 1 In in IN cord-293333-mqoml9o5 187 2 this this DT cord-293333-mqoml9o5 187 3 case case NN cord-293333-mqoml9o5 187 4 however however RB cord-293333-mqoml9o5 187 5 the the DT cord-293333-mqoml9o5 187 6 system system NN cord-293333-mqoml9o5 187 7 is be VBZ cord-293333-mqoml9o5 187 8 neither neither CC cord-293333-mqoml9o5 187 9 strongly strongly RB cord-293333-mqoml9o5 187 10 nor nor CC cord-293333-mqoml9o5 187 11 regularly regularly RB cord-293333-mqoml9o5 187 12 observable observable JJ cord-293333-mqoml9o5 187 13 , , , cord-293333-mqoml9o5 187 14 but but CC cord-293333-mqoml9o5 187 15 is be VBZ cord-293333-mqoml9o5 187 16 said say VBN cord-293333-mqoml9o5 187 17 to to TO cord-293333-mqoml9o5 187 18 be be VB cord-293333-mqoml9o5 187 19 weakly weakly RB cord-293333-mqoml9o5 187 20 observable observable JJ cord-293333-mqoml9o5 187 21 . . . cord-293333-mqoml9o5 188 1 In in IN cord-293333-mqoml9o5 188 2 this this DT cord-293333-mqoml9o5 188 3 case case NN cord-293333-mqoml9o5 188 4 only only RB cord-293333-mqoml9o5 188 5 an an DT cord-293333-mqoml9o5 188 6 implicit implicit JJ cord-293333-mqoml9o5 188 7 relation relation NN cord-293333-mqoml9o5 188 8 can can MD cord-293333-mqoml9o5 188 9 be be VB cord-293333-mqoml9o5 188 10 written write VBN cord-293333-mqoml9o5 188 11 down down RP cord-293333-mqoml9o5 188 12 involving involve VBG cord-293333-mqoml9o5 188 13 different different JJ cord-293333-mqoml9o5 188 14 delayed delay VBN cord-293333-mqoml9o5 188 15 values value NNS cord-293333-mqoml9o5 188 16 of of IN cord-293333-mqoml9o5 188 17 the the DT cord-293333-mqoml9o5 188 18 state state NN cord-293333-mqoml9o5 188 19 , , , cord-293333-mqoml9o5 188 20 of of IN cord-293333-mqoml9o5 188 21 the the DT cord-293333-mqoml9o5 188 22 derivatives derivative NNS cord-293333-mqoml9o5 188 23 of of IN cord-293333-mqoml9o5 188 24 the the DT cord-293333-mqoml9o5 188 25 input input NN cord-293333-mqoml9o5 188 26 and and CC cord-293333-mqoml9o5 188 27 of of IN cord-293333-mqoml9o5 188 28 the the DT cord-293333-mqoml9o5 188 29 output output NN cord-293333-mqoml9o5 188 30 . . . cord-293333-mqoml9o5 189 1 weakly weakly RB cord-293333-mqoml9o5 189 2 observable observable JJ cord-293333-mqoml9o5 189 3 regularly regularly RB cord-293333-mqoml9o5 189 4 observable observable JJ cord-293333-mqoml9o5 189 5 strongly strongly RB cord-293333-mqoml9o5 189 6 observable observable JJ cord-293333-mqoml9o5 189 7 ( ( -LRB- cord-293333-mqoml9o5 189 8 2 2 LS cord-293333-mqoml9o5 189 9 ) ) -RRB- cord-293333-mqoml9o5 189 10 that that WDT cord-293333-mqoml9o5 189 11 is be VBZ cord-293333-mqoml9o5 189 12 whenever whenever WRB cord-293333-mqoml9o5 189 13 β β NN cord-293333-mqoml9o5 189 14 = = SYM cord-293333-mqoml9o5 189 15 0 0 CD cord-293333-mqoml9o5 189 16 , , , cord-293333-mqoml9o5 190 1 x x NN cord-293333-mqoml9o5 190 2 4 4 CD cord-293333-mqoml9o5 190 3 = = SYM cord-293333-mqoml9o5 190 4 0 0 CD cord-293333-mqoml9o5 190 5 , , , cord-293333-mqoml9o5 191 1 x x NN cord-293333-mqoml9o5 191 2 5 5 CD cord-293333-mqoml9o5 191 3 = = SYM cord-293333-mqoml9o5 191 4 0 0 CD cord-293333-mqoml9o5 191 5 . . . cord-293333-mqoml9o5 192 1 The the DT cord-293333-mqoml9o5 192 2 last last JJ cord-293333-mqoml9o5 192 3 condition condition NN cord-293333-mqoml9o5 192 4 in in IN cord-293333-mqoml9o5 192 5 fact fact NN cord-293333-mqoml9o5 192 6 is be VBZ cord-293333-mqoml9o5 192 7 always always RB cord-293333-mqoml9o5 192 8 satisfied satisfied JJ cord-293333-mqoml9o5 192 9 since since IN cord-293333-mqoml9o5 192 10 x x NN cord-293333-mqoml9o5 192 11 5 5 CD cord-293333-mqoml9o5 192 12 ≥ ≥ CD cord-293333-mqoml9o5 192 13 0 0 CD cord-293333-mqoml9o5 192 14 . . . cord-293333-mqoml9o5 193 1 • • NNP cord-293333-mqoml9o5 194 1 Third Third NNP cord-293333-mqoml9o5 194 2 Case Case NNP cord-293333-mqoml9o5 194 3 ε ε NN cord-293333-mqoml9o5 194 4 = = NN cord-293333-mqoml9o5 194 5 0 0 CD cord-293333-mqoml9o5 194 6 and and CC cord-293333-mqoml9o5 194 7 η η NN cord-293333-mqoml9o5 194 8 = = SYM cord-293333-mqoml9o5 194 9 0 0 CD cord-293333-mqoml9o5 194 10 . . . cord-293333-mqoml9o5 195 1 To to TO cord-293333-mqoml9o5 195 2 check check VB cord-293333-mqoml9o5 195 3 it -PRON- PRP cord-293333-mqoml9o5 195 4 let let VB cord-293333-mqoml9o5 195 5 us -PRON- PRP cord-293333-mqoml9o5 195 6 use use VB cord-293333-mqoml9o5 195 7 Smith Smith NNP cord-293333-mqoml9o5 195 8 decomposition decomposition NN cord-293333-mqoml9o5 195 9 . . . cord-293333-mqoml9o5 196 1 We -PRON- PRP cord-293333-mqoml9o5 196 2 have have VBP cord-293333-mqoml9o5 196 3 that that IN cord-293333-mqoml9o5 196 4 The the DT cord-293333-mqoml9o5 196 5 subsystem subsystem NN cord-293333-mqoml9o5 196 6 ( ( -LRB- cord-293333-mqoml9o5 196 7 2 2 LS cord-293333-mqoml9o5 196 8 ) ) -RRB- cord-293333-mqoml9o5 196 9 is be VBZ cord-293333-mqoml9o5 196 10 then then RB cord-293333-mqoml9o5 196 11 weakly weakly RB cord-293333-mqoml9o5 196 12 observable observable JJ cord-293333-mqoml9o5 196 13 for for IN cord-293333-mqoml9o5 196 14 β β NN cord-293333-mqoml9o5 197 1 x x NN cord-293333-mqoml9o5 197 2 5 5 CD cord-293333-mqoml9o5 197 3 = = SYM cord-293333-mqoml9o5 197 4 0 0 CD cord-293333-mqoml9o5 197 5 . . . cord-293333-mqoml9o5 198 1 It -PRON- PRP cord-293333-mqoml9o5 198 2 can can MD cord-293333-mqoml9o5 198 3 not not RB cord-293333-mqoml9o5 198 4 be be VB cord-293333-mqoml9o5 198 5 strongly strongly RB cord-293333-mqoml9o5 198 6 observable observable JJ cord-293333-mqoml9o5 198 7 . . . cord-293333-mqoml9o5 199 1 After after IN cord-293333-mqoml9o5 199 2 some some DT cord-293333-mqoml9o5 199 3 tedious tedious JJ cord-293333-mqoml9o5 199 4 computations computation NNS cord-293333-mqoml9o5 199 5 , , , cord-293333-mqoml9o5 199 6 it -PRON- PRP cord-293333-mqoml9o5 199 7 appears appear VBZ cord-293333-mqoml9o5 199 8 that that IN cord-293333-mqoml9o5 199 9 it -PRON- PRP cord-293333-mqoml9o5 199 10 is be VBZ cord-293333-mqoml9o5 199 11 not not RB cord-293333-mqoml9o5 199 12 regularly regularly RB cord-293333-mqoml9o5 199 13 observable observable JJ cord-293333-mqoml9o5 199 14 either either RB cord-293333-mqoml9o5 199 15 . . . cord-293333-mqoml9o5 200 1 The the DT cord-293333-mqoml9o5 200 2 originality originality NN cord-293333-mqoml9o5 200 3 of of IN cord-293333-mqoml9o5 200 4 this this DT cord-293333-mqoml9o5 200 5 section section NN cord-293333-mqoml9o5 200 6 is be VBZ cord-293333-mqoml9o5 200 7 to to TO cord-293333-mqoml9o5 200 8 consider consider VB cord-293333-mqoml9o5 200 9 a a DT cord-293333-mqoml9o5 200 10 smaller small JJR cord-293333-mqoml9o5 200 11 granularity granularity NN cord-293333-mqoml9o5 200 12 with with IN cord-293333-mqoml9o5 200 13 a a DT cord-293333-mqoml9o5 200 14 subsystem subsystem NN cord-293333-mqoml9o5 200 15 of of IN cord-293333-mqoml9o5 200 16 the the DT cord-293333-mqoml9o5 200 17 previous previous JJ cord-293333-mqoml9o5 200 18 dynamics dynamic NNS cord-293333-mqoml9o5 200 19 : : : cord-293333-mqoml9o5 200 20 a a DT cord-293333-mqoml9o5 200 21 local local JJ cord-293333-mqoml9o5 200 22 hospital hospital NN cord-293333-mqoml9o5 200 23 center center NN cord-293333-mqoml9o5 200 24 in in IN cord-293333-mqoml9o5 200 25 charge charge NN cord-293333-mqoml9o5 200 26 of of IN cord-293333-mqoml9o5 200 27 Covid-19 covid-19 NN cord-293333-mqoml9o5 200 28 patients patient NNS cord-293333-mqoml9o5 200 29 . . . cord-293333-mqoml9o5 201 1 Its -PRON- PRP$ cord-293333-mqoml9o5 201 2 input input NN cord-293333-mqoml9o5 201 3 is be VBZ cord-293333-mqoml9o5 201 4 the the DT cord-293333-mqoml9o5 201 5 number number NN cord-293333-mqoml9o5 201 6 A(k A(k NNP cord-293333-mqoml9o5 201 7 ) ) -RRB- cord-293333-mqoml9o5 201 8 of of IN cord-293333-mqoml9o5 201 9 admissions admission NNS cord-293333-mqoml9o5 201 10 in in IN cord-293333-mqoml9o5 201 11 the the DT cord-293333-mqoml9o5 201 12 hospital hospital NN cord-293333-mqoml9o5 201 13 on on IN cord-293333-mqoml9o5 201 14 day day NN cord-293333-mqoml9o5 202 1 k. k. NNP cord-293333-mqoml9o5 203 1 It -PRON- PRP cord-293333-mqoml9o5 203 2 is be VBZ cord-293333-mqoml9o5 203 3 then then RB cord-293333-mqoml9o5 203 4 in in IN cord-293333-mqoml9o5 203 5 principle principle NN cord-293333-mqoml9o5 203 6 less less JJR cord-293333-mqoml9o5 203 7 than than IN cord-293333-mqoml9o5 203 8 or or CC cord-293333-mqoml9o5 203 9 at at IN cord-293333-mqoml9o5 203 10 most most RBS cord-293333-mqoml9o5 203 11 equal equal JJ cord-293333-mqoml9o5 203 12 to to IN cord-293333-mqoml9o5 203 13 I -PRON- PRP cord-293333-mqoml9o5 203 14 q q NNP cord-293333-mqoml9o5 203 15 in in IN cord-293333-mqoml9o5 203 16 model model NN cord-293333-mqoml9o5 203 17 ( ( -LRB- cord-293333-mqoml9o5 203 18 1 1 CD cord-293333-mqoml9o5 203 19 ) ) -RRB- cord-293333-mqoml9o5 203 20 , , , cord-293333-mqoml9o5 203 21 and and CC cord-293333-mqoml9o5 203 22 it -PRON- PRP cord-293333-mqoml9o5 203 23 is be VBZ cord-293333-mqoml9o5 203 24 further far RBR cord-293333-mqoml9o5 203 25 split split VBN cord-293333-mqoml9o5 203 26 into into IN cord-293333-mqoml9o5 203 27 the the DT cord-293333-mqoml9o5 203 28 number number NN cord-293333-mqoml9o5 203 29 I(k I(k NNP cord-293333-mqoml9o5 203 30 ) ) -RRB- cord-293333-mqoml9o5 203 31 of of IN cord-293333-mqoml9o5 203 32 patients patient NNS cord-293333-mqoml9o5 203 33 admitted admit VBN cord-293333-mqoml9o5 203 34 in in IN cord-293333-mqoml9o5 203 35 intensive intensive JJ cord-293333-mqoml9o5 203 36 care care NN cord-293333-mqoml9o5 203 37 and and CC cord-293333-mqoml9o5 203 38 the the DT cord-293333-mqoml9o5 203 39 number number NN cord-293333-mqoml9o5 203 40 C(k C(k '' cord-293333-mqoml9o5 203 41 ) ) -RRB- cord-293333-mqoml9o5 203 42 of of IN cord-293333-mqoml9o5 203 43 patients patient NNS cord-293333-mqoml9o5 203 44 admitted admit VBN cord-293333-mqoml9o5 203 45 in in IN cord-293333-mqoml9o5 203 46 conventional conventional JJ cord-293333-mqoml9o5 203 47 hospitalization hospitalization NN cord-293333-mqoml9o5 203 48 on on IN cord-293333-mqoml9o5 203 49 day day NN cord-293333-mqoml9o5 203 50 k. k. NNP cord-293333-mqoml9o5 204 1 The the DT cord-293333-mqoml9o5 204 2 model model NN cord-293333-mqoml9o5 204 3 describes describe VBZ cord-293333-mqoml9o5 204 4 the the DT cord-293333-mqoml9o5 204 5 evolution evolution NN cord-293333-mqoml9o5 204 6 of of IN cord-293333-mqoml9o5 204 7 the the DT cord-293333-mqoml9o5 204 8 dynamics dynamic NNS cord-293333-mqoml9o5 204 9 defined define VBN cord-293333-mqoml9o5 204 10 by by IN cord-293333-mqoml9o5 204 11 the the DT cord-293333-mqoml9o5 204 12 hospitalized hospitalize VBN cord-293333-mqoml9o5 204 13 patients patient NNS cord-293333-mqoml9o5 204 14 I(k I(k NNP cord-293333-mqoml9o5 204 15 ) ) -RRB- cord-293333-mqoml9o5 204 16 and and CC cord-293333-mqoml9o5 204 17 C(k C(k NNP cord-293333-mqoml9o5 204 18 ) ) -RRB- cord-293333-mqoml9o5 204 19 as as RB cord-293333-mqoml9o5 204 20 well well RB cord-293333-mqoml9o5 204 21 as as IN cord-293333-mqoml9o5 204 22 the the DT cord-293333-mqoml9o5 204 23 number number NN cord-293333-mqoml9o5 204 24 of of IN cord-293333-mqoml9o5 204 25 deaths death NNS cord-293333-mqoml9o5 204 26 D(k D(k NNP cord-293333-mqoml9o5 204 27 ) ) -RRB- cord-293333-mqoml9o5 204 28 in in IN cord-293333-mqoml9o5 204 29 hospital hospital NN cord-293333-mqoml9o5 204 30 and and CC cord-293333-mqoml9o5 204 31 the the DT cord-293333-mqoml9o5 204 32 number number NN cord-293333-mqoml9o5 204 33 R(k R(k NNP cord-293333-mqoml9o5 204 34 ) ) -RRB- cord-293333-mqoml9o5 204 35 of of IN cord-293333-mqoml9o5 204 36 patients patient NNS cord-293333-mqoml9o5 204 37 who who WP cord-293333-mqoml9o5 204 38 have have VBP cord-293333-mqoml9o5 204 39 recovered recover VBN cord-293333-mqoml9o5 204 40 from from IN cord-293333-mqoml9o5 204 41 the the DT cord-293333-mqoml9o5 204 42 disease disease NN cord-293333-mqoml9o5 204 43 ( ( -LRB- cord-293333-mqoml9o5 204 44 completely completely RB cord-293333-mqoml9o5 204 45 or or CC cord-293333-mqoml9o5 204 46 partially partially RB cord-293333-mqoml9o5 204 47 and and CC cord-293333-mqoml9o5 204 48 continue continue VB cord-293333-mqoml9o5 204 49 their -PRON- PRP$ cord-293333-mqoml9o5 204 50 treatment treatment NN cord-293333-mqoml9o5 204 51 outside outside IN cord-293333-mqoml9o5 204 52 the the DT cord-293333-mqoml9o5 204 53 hospital hospital NN cord-293333-mqoml9o5 204 54 ) ) -RRB- cord-293333-mqoml9o5 204 55 . . . cord-293333-mqoml9o5 205 1 In in IN cord-293333-mqoml9o5 205 2 Figure figure NN cord-293333-mqoml9o5 205 3 3 3 CD cord-293333-mqoml9o5 205 4 a a DT cord-293333-mqoml9o5 205 5 representation representation NN cord-293333-mqoml9o5 205 6 of of IN cord-293333-mqoml9o5 205 7 the the DT cord-293333-mqoml9o5 205 8 management management NN cord-293333-mqoml9o5 205 9 of of IN cord-293333-mqoml9o5 205 10 the the DT cord-293333-mqoml9o5 205 11 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 205 12 patients patient NNS cord-293333-mqoml9o5 205 13 in in IN cord-293333-mqoml9o5 205 14 the the DT cord-293333-mqoml9o5 205 15 hospital hospital NN cord-293333-mqoml9o5 205 16 is be VBZ cord-293333-mqoml9o5 205 17 highlighted highlight VBN cord-293333-mqoml9o5 205 18 . . . cord-293333-mqoml9o5 206 1 Each each DT cord-293333-mqoml9o5 206 2 day day NN cord-293333-mqoml9o5 206 3 k k XX cord-293333-mqoml9o5 206 4 a a DT cord-293333-mqoml9o5 206 5 set set NN cord-293333-mqoml9o5 206 6 of of IN cord-293333-mqoml9o5 206 7 ( ( -LRB- cord-293333-mqoml9o5 206 8 A a DT cord-293333-mqoml9o5 206 9 ) ) -RRB- cord-293333-mqoml9o5 206 10 new new JJ cord-293333-mqoml9o5 206 11 patients patient NNS cord-293333-mqoml9o5 206 12 arrive arrive VBP cord-293333-mqoml9o5 206 13 at at IN cord-293333-mqoml9o5 206 14 the the DT cord-293333-mqoml9o5 206 15 hospital hospital NN cord-293333-mqoml9o5 206 16 admission admission NN cord-293333-mqoml9o5 206 17 centre centre NN cord-293333-mqoml9o5 206 18 . . . cord-293333-mqoml9o5 207 1 Depending depend VBG cord-293333-mqoml9o5 207 2 on on IN cord-293333-mqoml9o5 207 3 their -PRON- PRP$ cord-293333-mqoml9o5 207 4 health health NN cord-293333-mqoml9o5 207 5 status status NN cord-293333-mqoml9o5 207 6 they -PRON- PRP cord-293333-mqoml9o5 207 7 can can MD cord-293333-mqoml9o5 207 8 be be VB cord-293333-mqoml9o5 207 9 forwarded forward VBN cord-293333-mqoml9o5 207 10 to to IN cord-293333-mqoml9o5 207 11 the the DT cord-293333-mqoml9o5 207 12 conventional conventional JJ cord-293333-mqoml9o5 207 13 care care NN cord-293333-mqoml9o5 207 14 section section NN cord-293333-mqoml9o5 207 15 ( ( -LRB- cord-293333-mqoml9o5 207 16 C C NNP cord-293333-mqoml9o5 207 17 ) ) -RRB- cord-293333-mqoml9o5 207 18 or or CC cord-293333-mqoml9o5 207 19 the the DT cord-293333-mqoml9o5 207 20 intensive intensive JJ cord-293333-mqoml9o5 207 21 care care NN cord-293333-mqoml9o5 207 22 one one CD cord-293333-mqoml9o5 207 23 ( ( -LRB- cord-293333-mqoml9o5 207 24 I i NN cord-293333-mqoml9o5 207 25 ) ) -RRB- cord-293333-mqoml9o5 207 26 . . . cord-293333-mqoml9o5 208 1 Patients patient NNS cord-293333-mqoml9o5 208 2 move move VBP cord-293333-mqoml9o5 208 3 from from IN cord-293333-mqoml9o5 208 4 intensive intensive JJ cord-293333-mqoml9o5 208 5 care care NN cord-293333-mqoml9o5 208 6 to to IN cord-293333-mqoml9o5 208 7 conventional conventional JJ cord-293333-mqoml9o5 208 8 care care NN cord-293333-mqoml9o5 208 9 and and CC cord-293333-mqoml9o5 208 10 then then RB cord-293333-mqoml9o5 208 11 are be VBP cord-293333-mqoml9o5 208 12 released release VBN cord-293333-mqoml9o5 208 13 from from IN cord-293333-mqoml9o5 208 14 the the DT cord-293333-mqoml9o5 208 15 hospital hospital NN cord-293333-mqoml9o5 208 16 ( ( -LRB- cord-293333-mqoml9o5 208 17 R r NN cord-293333-mqoml9o5 208 18 ) ) -RRB- cord-293333-mqoml9o5 208 19 once once IN cord-293333-mqoml9o5 208 20 their -PRON- PRP$ cord-293333-mqoml9o5 208 21 health health NN cord-293333-mqoml9o5 208 22 allows allow VBZ cord-293333-mqoml9o5 208 23 . . . cord-293333-mqoml9o5 209 1 Some some DT cord-293333-mqoml9o5 209 2 of of IN cord-293333-mqoml9o5 209 3 them -PRON- PRP cord-293333-mqoml9o5 209 4 instead instead RB cord-293333-mqoml9o5 209 5 do do VBP cord-293333-mqoml9o5 209 6 not not RB cord-293333-mqoml9o5 209 7 survive survive VB cord-293333-mqoml9o5 209 8 ( ( -LRB- cord-293333-mqoml9o5 209 9 D d NN cord-293333-mqoml9o5 209 10 ) ) -RRB- cord-293333-mqoml9o5 209 11 once once IN cord-293333-mqoml9o5 209 12 their -PRON- PRP$ cord-293333-mqoml9o5 209 13 condition condition NN cord-293333-mqoml9o5 209 14 worsen worsen VB cord-293333-mqoml9o5 209 15 . . . cord-293333-mqoml9o5 210 1 As as IN cord-293333-mqoml9o5 210 2 already already RB cord-293333-mqoml9o5 210 3 underlined underline VBN cord-293333-mqoml9o5 210 4 data datum NNS cord-293333-mqoml9o5 210 5 from from IN cord-293333-mqoml9o5 210 6 Nantes Nantes NNP cord-293333-mqoml9o5 210 7 University University NNP cord-293333-mqoml9o5 210 8 Hospital Hospital NNP cord-293333-mqoml9o5 210 9 were be VBD cord-293333-mqoml9o5 210 10 collected collect VBN cord-293333-mqoml9o5 210 11 for for IN cord-293333-mqoml9o5 210 12 about about RB cord-293333-mqoml9o5 210 13 6 6 CD cord-293333-mqoml9o5 210 14 months month NNS cord-293333-mqoml9o5 210 15 from from IN cord-293333-mqoml9o5 210 16 March March NNP cord-293333-mqoml9o5 210 17 16th 16th NN cord-293333-mqoml9o5 210 18 to to IN cord-293333-mqoml9o5 210 19 September September NNP cord-293333-mqoml9o5 210 20 17th 17th NN cord-293333-mqoml9o5 210 21 , , , cord-293333-mqoml9o5 210 22 2020 2020 CD cord-293333-mqoml9o5 210 23 . . . cord-293333-mqoml9o5 211 1 These these DT cord-293333-mqoml9o5 211 2 data datum NNS cord-293333-mqoml9o5 211 3 include include VBP cord-293333-mqoml9o5 211 4 the the DT cord-293333-mqoml9o5 211 5 daily daily JJ cord-293333-mqoml9o5 211 6 values value NNS cord-293333-mqoml9o5 211 7 of of IN cord-293333-mqoml9o5 211 8 C(k C(k NNP cord-293333-mqoml9o5 211 9 ) ) -RRB- cord-293333-mqoml9o5 211 10 , , , cord-293333-mqoml9o5 211 11 I(k I(k NNP cord-293333-mqoml9o5 211 12 ) ) -RRB- cord-293333-mqoml9o5 211 13 , , , cord-293333-mqoml9o5 211 14 R(k R(k NNP cord-293333-mqoml9o5 211 15 ) ) -RRB- cord-293333-mqoml9o5 211 16 and and CC cord-293333-mqoml9o5 211 17 D(k D(k NNP cord-293333-mqoml9o5 211 18 ) ) -RRB- cord-293333-mqoml9o5 212 1 valid valid JJ cord-293333-mqoml9o5 212 2 at at IN cord-293333-mqoml9o5 212 3 day day NN cord-293333-mqoml9o5 213 1 k. k. NNP cord-293333-mqoml9o5 214 1 Due due IN cord-293333-mqoml9o5 214 2 to to IN cord-293333-mqoml9o5 214 3 the the DT cord-293333-mqoml9o5 214 4 format format NN cord-293333-mqoml9o5 214 5 of of IN cord-293333-mqoml9o5 214 6 the the DT cord-293333-mqoml9o5 214 7 daily daily JJ cord-293333-mqoml9o5 214 8 data datum NNS cord-293333-mqoml9o5 214 9 , , , cord-293333-mqoml9o5 214 10 a a DT cord-293333-mqoml9o5 214 11 discrete discrete JJ cord-293333-mqoml9o5 214 12 time time NN cord-293333-mqoml9o5 214 13 model model NN cord-293333-mqoml9o5 214 14 with with IN cord-293333-mqoml9o5 214 15 four four CD cord-293333-mqoml9o5 214 16 parameters parameter NNS cord-293333-mqoml9o5 214 17 is be VBZ cord-293333-mqoml9o5 214 18 in in IN cord-293333-mqoml9o5 214 19 order order NN cord-293333-mqoml9o5 214 20 as as IN cord-293333-mqoml9o5 214 21 follows follow VBZ cord-293333-mqoml9o5 214 22 . . . cord-293333-mqoml9o5 215 1 Raw raw JJ cord-293333-mqoml9o5 215 2 data datum NNS cord-293333-mqoml9o5 215 3 from from IN cord-293333-mqoml9o5 215 4 the the DT cord-293333-mqoml9o5 215 5 Nantes Nantes NNP cord-293333-mqoml9o5 215 6 University University NNP cord-293333-mqoml9o5 215 7 Hospital Hospital NNP cord-293333-mqoml9o5 215 8 Covid-19 covid-19 NN cord-293333-mqoml9o5 215 9 database database NN cord-293333-mqoml9o5 215 10 [ [ -LRB- cord-293333-mqoml9o5 215 11 2020 2020 CD cord-293333-mqoml9o5 215 12 ] ] -RRB- cord-293333-mqoml9o5 215 13 include include VBP cord-293333-mqoml9o5 215 14 , , , cord-293333-mqoml9o5 215 15 on on IN cord-293333-mqoml9o5 215 16 a a DT cord-293333-mqoml9o5 215 17 daily daily JJ cord-293333-mqoml9o5 215 18 basis basis NN cord-293333-mqoml9o5 215 19 , , , cord-293333-mqoml9o5 215 20 the the DT cord-293333-mqoml9o5 215 21 number number NN cord-293333-mqoml9o5 215 22 I(k I(k NNP cord-293333-mqoml9o5 215 23 ) ) -RRB- cord-293333-mqoml9o5 215 24 of of IN cord-293333-mqoml9o5 215 25 patients patient NNS cord-293333-mqoml9o5 215 26 in in IN cord-293333-mqoml9o5 215 27 intensive intensive JJ cord-293333-mqoml9o5 215 28 care care NN cord-293333-mqoml9o5 215 29 , , , cord-293333-mqoml9o5 215 30 the the DT cord-293333-mqoml9o5 215 31 number number NN cord-293333-mqoml9o5 215 32 C(k C(k NNP cord-293333-mqoml9o5 215 33 ) ) -RRB- cord-293333-mqoml9o5 215 34 of of IN cord-293333-mqoml9o5 215 35 patients patient NNS cord-293333-mqoml9o5 215 36 in in IN cord-293333-mqoml9o5 215 37 conventional conventional JJ cord-293333-mqoml9o5 215 38 hospitalization hospitalization NN cord-293333-mqoml9o5 215 39 , , , cord-293333-mqoml9o5 215 40 the the DT cord-293333-mqoml9o5 215 41 cumulative cumulative JJ cord-293333-mqoml9o5 215 42 number number NN cord-293333-mqoml9o5 215 43 of of IN cord-293333-mqoml9o5 215 44 deaths death NNS cord-293333-mqoml9o5 215 45 and and CC cord-293333-mqoml9o5 215 46 the the DT cord-293333-mqoml9o5 215 47 cumulative cumulative JJ cord-293333-mqoml9o5 215 48 number number NN cord-293333-mqoml9o5 215 49 of of IN cord-293333-mqoml9o5 215 50 patients patient NNS cord-293333-mqoml9o5 215 51 which which WDT cord-293333-mqoml9o5 215 52 have have VBP cord-293333-mqoml9o5 215 53 recovered recover VBN cord-293333-mqoml9o5 215 54 since since IN cord-293333-mqoml9o5 215 55 day day NN cord-293333-mqoml9o5 215 56 1 1 CD cord-293333-mqoml9o5 215 57 . . . cord-293333-mqoml9o5 216 1 The the DT cord-293333-mqoml9o5 216 2 daily daily JJ cord-293333-mqoml9o5 216 3 Covid-19 covid-19 JJ cord-293333-mqoml9o5 216 4 admissions admission NNS cord-293333-mqoml9o5 216 5 are be VBP cord-293333-mqoml9o5 216 6 not not RB cord-293333-mqoml9o5 216 7 directly directly RB cord-293333-mqoml9o5 216 8 measured measure VBN cord-293333-mqoml9o5 216 9 but but CC cord-293333-mqoml9o5 216 10 are be VBP cord-293333-mqoml9o5 216 11 computed compute VBN cord-293333-mqoml9o5 216 12 as as RB cord-293333-mqoml9o5 216 13 Thus thus RB cord-293333-mqoml9o5 216 14 , , , cord-293333-mqoml9o5 216 15 all all PDT cord-293333-mqoml9o5 216 16 those those DT cord-293333-mqoml9o5 216 17 state state NN cord-293333-mqoml9o5 216 18 variables variable NNS cord-293333-mqoml9o5 216 19 are be VBP cord-293333-mqoml9o5 216 20 considered consider VBN cord-293333-mqoml9o5 216 21 to to TO cord-293333-mqoml9o5 216 22 be be VB cord-293333-mqoml9o5 216 23 measured measure VBN cord-293333-mqoml9o5 216 24 and and CC cord-293333-mqoml9o5 216 25 the the DT cord-293333-mqoml9o5 216 26 input input NN cord-293333-mqoml9o5 216 27 A(k A(k NNP cord-293333-mqoml9o5 216 28 ) ) -RRB- cord-293333-mqoml9o5 216 29 is be VBZ cord-293333-mqoml9o5 216 30 computed compute VBN cord-293333-mqoml9o5 216 31 from from IN cord-293333-mqoml9o5 216 32 the the DT cord-293333-mqoml9o5 216 33 measurements measurement NNS cord-293333-mqoml9o5 216 34 over over IN cord-293333-mqoml9o5 216 35 two two CD cord-293333-mqoml9o5 216 36 days day NNS cord-293333-mqoml9o5 216 37 . . . cord-293333-mqoml9o5 217 1 The the DT cord-293333-mqoml9o5 217 2 new new JJ cord-293333-mqoml9o5 217 3 admissions admission NNS cord-293333-mqoml9o5 217 4 A(k A(k NNP cord-293333-mqoml9o5 217 5 ) ) -RRB- cord-293333-mqoml9o5 217 6 are be VBP cord-293333-mqoml9o5 217 7 split split VBN cord-293333-mqoml9o5 217 8 into into IN cord-293333-mqoml9o5 217 9 θ θ NN cord-293333-mqoml9o5 217 10 A(k A(k NNP cord-293333-mqoml9o5 217 11 ) ) -RRB- cord-293333-mqoml9o5 217 12 which which WDT cord-293333-mqoml9o5 217 13 increases increase VBZ cord-293333-mqoml9o5 217 14 the the DT cord-293333-mqoml9o5 217 15 number number NN cord-293333-mqoml9o5 217 16 of of IN cord-293333-mqoml9o5 217 17 patients patient NNS cord-293333-mqoml9o5 217 18 in in IN cord-293333-mqoml9o5 217 19 conventional conventional JJ cord-293333-mqoml9o5 217 20 hospitalization hospitalization NN cord-293333-mqoml9o5 217 21 and and CC cord-293333-mqoml9o5 217 22 in in IN cord-293333-mqoml9o5 217 23 ( ( -LRB- cord-293333-mqoml9o5 217 24 1 1 CD cord-293333-mqoml9o5 217 25 − − NN cord-293333-mqoml9o5 217 26 θ θ NN cord-293333-mqoml9o5 217 27 ) ) -RRB- cord-293333-mqoml9o5 217 28 A(k A(k NNP cord-293333-mqoml9o5 217 29 ) ) -RRB- cord-293333-mqoml9o5 217 30 which which WDT cord-293333-mqoml9o5 217 31 are be VBP cord-293333-mqoml9o5 217 32 directly directly RB cord-293333-mqoml9o5 217 33 entering enter VBG cord-293333-mqoml9o5 217 34 intensive intensive JJ cord-293333-mqoml9o5 217 35 care care NN cord-293333-mqoml9o5 217 36 . . . cord-293333-mqoml9o5 218 1 A a DT cord-293333-mqoml9o5 218 2 value value NN cord-293333-mqoml9o5 218 3 of of IN cord-293333-mqoml9o5 218 4 θ θ NN cord-293333-mqoml9o5 218 5 close close JJ cord-293333-mqoml9o5 218 6 to to IN cord-293333-mqoml9o5 218 7 1 1 CD cord-293333-mqoml9o5 218 8 is be VBZ cord-293333-mqoml9o5 218 9 representative representative NN cord-293333-mqoml9o5 218 10 of of IN cord-293333-mqoml9o5 218 11 a a DT cord-293333-mqoml9o5 218 12 high high JJ cord-293333-mqoml9o5 218 13 level level NN cord-293333-mqoml9o5 218 14 monitoring monitoring NN cord-293333-mqoml9o5 218 15 of of IN cord-293333-mqoml9o5 218 16 the the DT cord-293333-mqoml9o5 218 17 disease disease NN cord-293333-mqoml9o5 218 18 by by IN cord-293333-mqoml9o5 218 19 the the DT cord-293333-mqoml9o5 218 20 health health NN cord-293333-mqoml9o5 218 21 care care NN cord-293333-mqoml9o5 218 22 outside outside IN cord-293333-mqoml9o5 218 23 hospital hospital NN cord-293333-mqoml9o5 218 24 . . . cord-293333-mqoml9o5 219 1 When when WRB cord-293333-mqoml9o5 219 2 θ θ NN cord-293333-mqoml9o5 219 3 is be VBZ cord-293333-mqoml9o5 219 4 closer close JJR cord-293333-mqoml9o5 219 5 to to IN cord-293333-mqoml9o5 219 6 0 0 CD cord-293333-mqoml9o5 219 7 , , , cord-293333-mqoml9o5 219 8 then then RB cord-293333-mqoml9o5 219 9 a a DT cord-293333-mqoml9o5 219 10 major major JJ cord-293333-mqoml9o5 219 11 flow flow NN cord-293333-mqoml9o5 219 12 of of IN cord-293333-mqoml9o5 219 13 new new JJ cord-293333-mqoml9o5 219 14 admissions admission NNS cord-293333-mqoml9o5 219 15 enter enter VBP cord-293333-mqoml9o5 219 16 directly directly RB cord-293333-mqoml9o5 219 17 into into IN cord-293333-mqoml9o5 219 18 intensive intensive JJ cord-293333-mqoml9o5 219 19 care care NN cord-293333-mqoml9o5 219 20 and and CC cord-293333-mqoml9o5 219 21 , , , cord-293333-mqoml9o5 219 22 the the DT cord-293333-mqoml9o5 219 23 other other JJ cord-293333-mqoml9o5 219 24 way way NN cord-293333-mqoml9o5 219 25 around around RB cord-293333-mqoml9o5 219 26 , , , cord-293333-mqoml9o5 219 27 λ λ NNP cord-293333-mqoml9o5 219 28 I(k I(k NNP cord-293333-mqoml9o5 219 29 ) ) -RRB- cord-293333-mqoml9o5 219 30 is be VBZ cord-293333-mqoml9o5 219 31 the the DT cord-293333-mqoml9o5 219 32 amount amount NN cord-293333-mqoml9o5 219 33 of of IN cord-293333-mqoml9o5 219 34 patients patient NNS cord-293333-mqoml9o5 219 35 leaving leave VBG cord-293333-mqoml9o5 219 36 intensive intensive JJ cord-293333-mqoml9o5 219 37 care care NN cord-293333-mqoml9o5 219 38 and and CC cord-293333-mqoml9o5 219 39 entering enter VBG cord-293333-mqoml9o5 219 40 conventional conventional JJ cord-293333-mqoml9o5 219 41 hospitalization hospitalization NN cord-293333-mqoml9o5 219 42 . . . cord-293333-mqoml9o5 220 1 The the DT cord-293333-mqoml9o5 220 2 number number NN cord-293333-mqoml9o5 220 3 of of IN cord-293333-mqoml9o5 220 4 patients patient NNS cord-293333-mqoml9o5 220 5 γC(k γc(k JJ cord-293333-mqoml9o5 220 6 ) ) -RRB- cord-293333-mqoml9o5 220 7 who who WP cord-293333-mqoml9o5 220 8 recover recover VBP cord-293333-mqoml9o5 220 9 from from IN cord-293333-mqoml9o5 220 10 the the DT cord-293333-mqoml9o5 220 11 disease disease NN cord-293333-mqoml9o5 220 12 is be VBZ cord-293333-mqoml9o5 220 13 assumed assume VBN cord-293333-mqoml9o5 220 14 to to TO cord-293333-mqoml9o5 220 15 be be VB cord-293333-mqoml9o5 220 16 proportional proportional JJ cord-293333-mqoml9o5 220 17 to to IN cord-293333-mqoml9o5 220 18 the the DT cord-293333-mqoml9o5 220 19 number number NN cord-293333-mqoml9o5 220 20 of of IN cord-293333-mqoml9o5 220 21 patients patient NNS cord-293333-mqoml9o5 220 22 in in IN cord-293333-mqoml9o5 220 23 conventional conventional JJ cord-293333-mqoml9o5 220 24 hospitalization hospitalization NN cord-293333-mqoml9o5 220 25 . . . cord-293333-mqoml9o5 221 1 µC(k µC(k NNP cord-293333-mqoml9o5 221 2 ) ) -RRB- cord-293333-mqoml9o5 221 3 denotes denote VBZ cord-293333-mqoml9o5 221 4 the the DT cord-293333-mqoml9o5 221 5 amount amount NN cord-293333-mqoml9o5 221 6 of of IN cord-293333-mqoml9o5 221 7 patients patient NNS cord-293333-mqoml9o5 221 8 who who WP cord-293333-mqoml9o5 221 9 are be VBP cord-293333-mqoml9o5 221 10 moved move VBN cord-293333-mqoml9o5 221 11 from from IN cord-293333-mqoml9o5 221 12 conventional conventional JJ cord-293333-mqoml9o5 221 13 hospitalization hospitalization NN cord-293333-mqoml9o5 221 14 to to TO cord-293333-mqoml9o5 221 15 intensive intensive JJ cord-293333-mqoml9o5 221 16 care care NN cord-293333-mqoml9o5 221 17 . . . cord-293333-mqoml9o5 222 1 The the DT cord-293333-mqoml9o5 222 2 number number NN cord-293333-mqoml9o5 222 3 αI(k αi(k JJ cord-293333-mqoml9o5 222 4 ) ) -RRB- cord-293333-mqoml9o5 222 5 of of IN cord-293333-mqoml9o5 222 6 daily daily JJ cord-293333-mqoml9o5 222 7 deaths death NNS cord-293333-mqoml9o5 222 8 is be VBZ cord-293333-mqoml9o5 222 9 assumed assume VBN cord-293333-mqoml9o5 222 10 to to TO cord-293333-mqoml9o5 222 11 be be VB cord-293333-mqoml9o5 222 12 proportional proportional JJ cord-293333-mqoml9o5 222 13 to to IN cord-293333-mqoml9o5 222 14 the the DT cord-293333-mqoml9o5 222 15 number number NN cord-293333-mqoml9o5 222 16 I(k I(k NNP cord-293333-mqoml9o5 222 17 ) ) -RRB- cord-293333-mqoml9o5 222 18 of of IN cord-293333-mqoml9o5 222 19 patients patient NNS cord-293333-mqoml9o5 222 20 in in IN cord-293333-mqoml9o5 222 21 intensive intensive JJ cord-293333-mqoml9o5 222 22 care care NN cord-293333-mqoml9o5 222 23 . . . cord-293333-mqoml9o5 223 1 The the DT cord-293333-mqoml9o5 223 2 daily daily JJ cord-293333-mqoml9o5 223 3 number number NN cord-293333-mqoml9o5 223 4 A(k A(k NNP cord-293333-mqoml9o5 223 5 ) ) -RRB- cord-293333-mqoml9o5 223 6 of of IN cord-293333-mqoml9o5 223 7 new new JJ cord-293333-mqoml9o5 223 8 admissions admission NNS cord-293333-mqoml9o5 223 9 highly highly RB cord-293333-mqoml9o5 223 10 depends depend VBZ cord-293333-mqoml9o5 223 11 on on IN cord-293333-mqoml9o5 223 12 the the DT cord-293333-mqoml9o5 223 13 social social JJ cord-293333-mqoml9o5 223 14 and and CC cord-293333-mqoml9o5 223 15 medical medical JJ cord-293333-mqoml9o5 223 16 environment environment NN cord-293333-mqoml9o5 223 17 , , , cord-293333-mqoml9o5 223 18 as as RB cord-293333-mqoml9o5 223 19 well well RB cord-293333-mqoml9o5 223 20 as as IN cord-293333-mqoml9o5 223 21 on on IN cord-293333-mqoml9o5 223 22 some some DT cord-293333-mqoml9o5 223 23 political political JJ cord-293333-mqoml9o5 223 24 lockdown lockdown NN cord-293333-mqoml9o5 223 25 regulations regulation NNS cord-293333-mqoml9o5 223 26 or or CC cord-293333-mqoml9o5 223 27 meeting meeting NN cord-293333-mqoml9o5 223 28 restrictions restriction NNS cord-293333-mqoml9o5 223 29 ( ( -LRB- cord-293333-mqoml9o5 223 30 with with IN cord-293333-mqoml9o5 223 31 some some DT cord-293333-mqoml9o5 223 32 delay delay NN cord-293333-mqoml9o5 223 33 ) ) -RRB- cord-293333-mqoml9o5 223 34 . . . cord-293333-mqoml9o5 224 1 Thus thus RB cord-293333-mqoml9o5 224 2 , , , cord-293333-mqoml9o5 224 3 A(k A(k NNP cord-293333-mqoml9o5 224 4 ) ) -RRB- cord-293333-mqoml9o5 224 5 may may MD cord-293333-mqoml9o5 224 6 have have VB cord-293333-mqoml9o5 224 7 a a DT cord-293333-mqoml9o5 224 8 significant significant JJ cord-293333-mqoml9o5 224 9 variability variability NN cord-293333-mqoml9o5 224 10 from from IN cord-293333-mqoml9o5 224 11 one one CD cord-293333-mqoml9o5 224 12 regional regional JJ cord-293333-mqoml9o5 224 13 hospital hospital NN cord-293333-mqoml9o5 224 14 center center NN cord-293333-mqoml9o5 224 15 to to IN cord-293333-mqoml9o5 224 16 an an DT cord-293333-mqoml9o5 224 17 other other JJ cord-293333-mqoml9o5 224 18 . . . cord-293333-mqoml9o5 225 1 It -PRON- PRP cord-293333-mqoml9o5 225 2 is be VBZ cord-293333-mqoml9o5 225 3 proportional proportional JJ cord-293333-mqoml9o5 225 4 to to IN cord-293333-mqoml9o5 225 5 the the DT cord-293333-mqoml9o5 225 6 number number NN cord-293333-mqoml9o5 225 7 of of IN cord-293333-mqoml9o5 225 8 individuals individual NNS cord-293333-mqoml9o5 225 9 which which WDT cord-293333-mqoml9o5 225 10 are be VBP cord-293333-mqoml9o5 225 11 susceptible susceptible JJ cord-293333-mqoml9o5 225 12 of of IN cord-293333-mqoml9o5 225 13 becoming become VBG cord-293333-mqoml9o5 225 14 infected infect VBN cord-293333-mqoml9o5 225 15 , , , cord-293333-mqoml9o5 225 16 in in IN cord-293333-mqoml9o5 225 17 some some DT cord-293333-mqoml9o5 225 18 standard standard JJ cord-293333-mqoml9o5 225 19 SIR SIR NNP cord-293333-mqoml9o5 225 20 population population NN cord-293333-mqoml9o5 225 21 model model NN cord-293333-mqoml9o5 225 22 . . . cord-293333-mqoml9o5 226 1 Remark remark NN cord-293333-mqoml9o5 226 2 . . . cord-293333-mqoml9o5 227 1 Note note VB cord-293333-mqoml9o5 227 2 that that IN cord-293333-mqoml9o5 227 3 the the DT cord-293333-mqoml9o5 227 4 local local JJ cord-293333-mqoml9o5 227 5 scale scale NN cord-293333-mqoml9o5 227 6 model model NN cord-293333-mqoml9o5 227 7 ( ( -LRB- cord-293333-mqoml9o5 227 8 3 3 CD cord-293333-mqoml9o5 227 9 ) ) -RRB- cord-293333-mqoml9o5 227 10 models model VBZ cord-293333-mqoml9o5 227 11 the the DT cord-293333-mqoml9o5 227 12 dynamics dynamic NNS cord-293333-mqoml9o5 227 13 of of IN cord-293333-mqoml9o5 227 14 hospitalized hospitalize VBN cord-293333-mqoml9o5 227 15 patients patient NNS cord-293333-mqoml9o5 227 16 . . . cord-293333-mqoml9o5 228 1 Taking take VBG cord-293333-mqoml9o5 228 2 the the DT cord-293333-mqoml9o5 228 3 sum sum NN cord-293333-mqoml9o5 228 4 of of IN cord-293333-mqoml9o5 228 5 C(k C(k NNP cord-293333-mqoml9o5 228 6 ) ) -RRB- cord-293333-mqoml9o5 228 7 + + CC cord-293333-mqoml9o5 228 8 I(k i(k NN cord-293333-mqoml9o5 228 9 ) ) -RRB- cord-293333-mqoml9o5 228 10 in in IN cord-293333-mqoml9o5 228 11 ( ( -LRB- cord-293333-mqoml9o5 228 12 3 3 CD cord-293333-mqoml9o5 228 13 ) ) -RRB- cord-293333-mqoml9o5 228 14 over over IN cord-293333-mqoml9o5 228 15 all all DT cord-293333-mqoml9o5 228 16 regional regional JJ cord-293333-mqoml9o5 228 17 hospitals hospital NNS cord-293333-mqoml9o5 228 18 allows allow VBZ cord-293333-mqoml9o5 228 19 to to TO cord-293333-mqoml9o5 228 20 get get VB cord-293333-mqoml9o5 228 21 the the DT cord-293333-mqoml9o5 228 22 hospitalized hospitalize VBN cord-293333-mqoml9o5 228 23 patients patient NNS cord-293333-mqoml9o5 228 24 , , , cord-293333-mqoml9o5 228 25 nationwide nationwide RB cord-293333-mqoml9o5 228 26 . . . cord-293333-mqoml9o5 229 1 The the DT cord-293333-mqoml9o5 229 2 latter latter JJ cord-293333-mqoml9o5 229 3 is be VBZ cord-293333-mqoml9o5 229 4 a a DT cord-293333-mqoml9o5 229 5 part part NN cord-293333-mqoml9o5 229 6 of of IN cord-293333-mqoml9o5 229 7 the the DT cord-293333-mqoml9o5 229 8 population population NN cord-293333-mqoml9o5 230 1 I -PRON- PRP cord-293333-mqoml9o5 230 2 q q VBP cord-293333-mqoml9o5 230 3 in in IN cord-293333-mqoml9o5 230 4 model model NN cord-293333-mqoml9o5 230 5 ( ( -LRB- cord-293333-mqoml9o5 230 6 1 1 CD cord-293333-mqoml9o5 230 7 ) ) -RRB- cord-293333-mqoml9o5 230 8 , , , cord-293333-mqoml9o5 230 9 as as IN cord-293333-mqoml9o5 230 10 not not RB cord-293333-mqoml9o5 230 11 all all DT cord-293333-mqoml9o5 230 12 detected detect VBN cord-293333-mqoml9o5 230 13 patients patient NNS cord-293333-mqoml9o5 230 14 are be VBP cord-293333-mqoml9o5 230 15 hospitalized hospitalize VBN cord-293333-mqoml9o5 230 16 . . . cord-293333-mqoml9o5 231 1 The the DT cord-293333-mqoml9o5 231 2 sum sum NN cord-293333-mqoml9o5 231 3 of of IN cord-293333-mqoml9o5 231 4 hospitalized hospitalize VBN cord-293333-mqoml9o5 231 5 patients patient NNS cord-293333-mqoml9o5 231 6 and and CC cord-293333-mqoml9o5 231 7 non non JJ cord-293333-mqoml9o5 231 8 hospitalized hospitalize VBN cord-293333-mqoml9o5 231 9 infected infected JJ cord-293333-mqoml9o5 231 10 people people NNS cord-293333-mqoml9o5 231 11 equals equal VBZ cord-293333-mqoml9o5 231 12 I -PRON- PRP cord-293333-mqoml9o5 231 13 q q NNP cord-293333-mqoml9o5 232 1 + + CC cord-293333-mqoml9o5 233 1 I -PRON- PRP cord-293333-mqoml9o5 233 2 a a DT cord-293333-mqoml9o5 233 3 in in IN cord-293333-mqoml9o5 233 4 model model NN cord-293333-mqoml9o5 233 5 ( ( -LRB- cord-293333-mqoml9o5 233 6 1 1 CD cord-293333-mqoml9o5 233 7 ) ) -RRB- cord-293333-mqoml9o5 233 8 . . . cord-293333-mqoml9o5 234 1 It -PRON- PRP cord-293333-mqoml9o5 234 2 will will MD cord-293333-mqoml9o5 234 3 be be VB cord-293333-mqoml9o5 234 4 argued argue VBN cord-293333-mqoml9o5 234 5 next next IN cord-293333-mqoml9o5 234 6 that that IN cord-293333-mqoml9o5 234 7 some some DT cord-293333-mqoml9o5 234 8 parameters parameter NNS cord-293333-mqoml9o5 234 9 that that WDT cord-293333-mqoml9o5 234 10 characterize characterize VBP cord-293333-mqoml9o5 234 11 a a DT cord-293333-mqoml9o5 234 12 single single JJ cord-293333-mqoml9o5 234 13 hospital hospital NN cord-293333-mqoml9o5 234 14 may may MD cord-293333-mqoml9o5 234 15 vary vary VB cord-293333-mqoml9o5 234 16 with with IN cord-293333-mqoml9o5 234 17 respect respect NN cord-293333-mqoml9o5 234 18 to to IN cord-293333-mqoml9o5 234 19 time time NN cord-293333-mqoml9o5 234 20 . . . cord-293333-mqoml9o5 235 1 These these DT cord-293333-mqoml9o5 235 2 parameters parameter NNS cord-293333-mqoml9o5 235 3 may may MD cord-293333-mqoml9o5 235 4 also also RB cord-293333-mqoml9o5 235 5 differ differ VB cord-293333-mqoml9o5 235 6 consistently consistently RB cord-293333-mqoml9o5 235 7 from from IN cord-293333-mqoml9o5 235 8 one one CD cord-293333-mqoml9o5 235 9 hospital hospital NN cord-293333-mqoml9o5 235 10 / / SYM cord-293333-mqoml9o5 235 11 region region NN cord-293333-mqoml9o5 235 12 to to IN cord-293333-mqoml9o5 235 13 another another DT cord-293333-mqoml9o5 235 14 , , , cord-293333-mqoml9o5 235 15 depending depend VBG cord-293333-mqoml9o5 235 16 on on IN cord-293333-mqoml9o5 235 17 several several JJ cord-293333-mqoml9o5 235 18 sociological sociological JJ cord-293333-mqoml9o5 235 19 conditions condition NNS cord-293333-mqoml9o5 235 20 and and CC cord-293333-mqoml9o5 235 21 local local JJ cord-293333-mqoml9o5 235 22 regulations regulation NNS cord-293333-mqoml9o5 235 23 . . . cord-293333-mqoml9o5 236 1 Remark remark NN cord-293333-mqoml9o5 236 2 . . . cord-293333-mqoml9o5 237 1 While while IN cord-293333-mqoml9o5 237 2 in in IN cord-293333-mqoml9o5 237 3 the the DT cord-293333-mqoml9o5 237 4 model model NN cord-293333-mqoml9o5 237 5 ( ( -LRB- cord-293333-mqoml9o5 237 6 1 1 CD cord-293333-mqoml9o5 237 7 ) ) -RRB- cord-293333-mqoml9o5 237 8 delays delay NNS cord-293333-mqoml9o5 237 9 were be VBD cord-293333-mqoml9o5 237 10 considered consider VBN cord-293333-mqoml9o5 237 11 to to TO cord-293333-mqoml9o5 237 12 characterize characterize VB cord-293333-mqoml9o5 237 13 the the DT cord-293333-mqoml9o5 237 14 evolution evolution NN cord-293333-mqoml9o5 237 15 of of IN cord-293333-mqoml9o5 237 16 the the DT cord-293333-mqoml9o5 237 17 infection infection NN cord-293333-mqoml9o5 237 18 among among IN cord-293333-mqoml9o5 237 19 the the DT cord-293333-mqoml9o5 237 20 population population NN cord-293333-mqoml9o5 237 21 , , , cord-293333-mqoml9o5 237 22 since since IN cord-293333-mqoml9o5 237 23 they -PRON- PRP cord-293333-mqoml9o5 237 24 play play VBP cord-293333-mqoml9o5 237 25 a a DT cord-293333-mqoml9o5 237 26 fundamental fundamental JJ cord-293333-mqoml9o5 237 27 role role NN cord-293333-mqoml9o5 237 28 in in IN cord-293333-mqoml9o5 237 29 particular particular JJ cord-293333-mqoml9o5 237 30 on on IN cord-293333-mqoml9o5 237 31 the the DT cord-293333-mqoml9o5 237 32 observability observability NN cord-293333-mqoml9o5 237 33 of of IN cord-293333-mqoml9o5 237 34 the the DT cord-293333-mqoml9o5 237 35 dynamics dynamic NNS cord-293333-mqoml9o5 237 36 , , , cord-293333-mqoml9o5 237 37 in in IN cord-293333-mqoml9o5 237 38 the the DT cord-293333-mqoml9o5 237 39 local local JJ cord-293333-mqoml9o5 237 40 model model NN cord-293333-mqoml9o5 237 41 ( ( -LRB- cord-293333-mqoml9o5 237 42 3 3 LS cord-293333-mqoml9o5 237 43 ) ) -RRB- cord-293333-mqoml9o5 237 44 which which WDT cord-293333-mqoml9o5 237 45 refers refer VBZ cord-293333-mqoml9o5 237 46 to to IN cord-293333-mqoml9o5 237 47 the the DT cord-293333-mqoml9o5 237 48 hospitalization hospitalization NN cord-293333-mqoml9o5 237 49 of of IN cord-293333-mqoml9o5 237 50 COVID-19 covid-19 JJ cord-293333-mqoml9o5 237 51 patients patient NNS cord-293333-mqoml9o5 237 52 , , , cord-293333-mqoml9o5 237 53 delays delay NNS cord-293333-mqoml9o5 237 54 could could MD cord-293333-mqoml9o5 237 55 be be VB cord-293333-mqoml9o5 237 56 avoided avoid VBN cord-293333-mqoml9o5 237 57 . . . cord-293333-mqoml9o5 238 1 On on IN cord-293333-mqoml9o5 238 2 one one CD cord-293333-mqoml9o5 238 3 hand hand NN cord-293333-mqoml9o5 238 4 , , , cord-293333-mqoml9o5 238 5 even even RB cord-293333-mqoml9o5 238 6 if if IN cord-293333-mqoml9o5 238 7 data datum NNS cord-293333-mqoml9o5 238 8 are be VBP cord-293333-mqoml9o5 238 9 available available JJ cord-293333-mqoml9o5 238 10 daily daily RB cord-293333-mqoml9o5 238 11 , , , cord-293333-mqoml9o5 238 12 the the DT cord-293333-mqoml9o5 238 13 discrete discrete JJ cord-293333-mqoml9o5 238 14 nature nature NN cord-293333-mqoml9o5 238 15 of of IN cord-293333-mqoml9o5 238 16 the the DT cord-293333-mqoml9o5 238 17 model model NN cord-293333-mqoml9o5 238 18 allows allow VBZ cord-293333-mqoml9o5 238 19 to to TO cord-293333-mqoml9o5 238 20 work work VB cord-293333-mqoml9o5 238 21 on on IN cord-293333-mqoml9o5 238 22 a a DT cord-293333-mqoml9o5 238 23 large large JJ cord-293333-mqoml9o5 238 24 time time NN cord-293333-mqoml9o5 238 25 window window NN cord-293333-mqoml9o5 238 26 ( ( -LRB- cord-293333-mqoml9o5 238 27 namely namely RB cord-293333-mqoml9o5 238 28 7 7 CD cord-293333-mqoml9o5 238 29 days day NNS cord-293333-mqoml9o5 238 30 as as IN cord-293333-mqoml9o5 238 31 it -PRON- PRP cord-293333-mqoml9o5 238 32 will will MD cord-293333-mqoml9o5 238 33 be be VB cord-293333-mqoml9o5 238 34 discussed discuss VBN cord-293333-mqoml9o5 238 35 in in IN cord-293333-mqoml9o5 238 36 the the DT cord-293333-mqoml9o5 238 37 next next JJ cord-293333-mqoml9o5 238 38 section section NN cord-293333-mqoml9o5 238 39 for for IN cord-293333-mqoml9o5 238 40 the the DT cord-293333-mqoml9o5 238 41 identification identification NN cord-293333-mqoml9o5 238 42 of of IN cord-293333-mqoml9o5 238 43 the the DT cord-293333-mqoml9o5 238 44 parameters parameter NNS cord-293333-mqoml9o5 238 45 ) ) -RRB- cord-293333-mqoml9o5 238 46 which which WDT cord-293333-mqoml9o5 238 47 is be VBZ cord-293333-mqoml9o5 238 48 comparable comparable JJ cord-293333-mqoml9o5 238 49 with with IN cord-293333-mqoml9o5 238 50 the the DT cord-293333-mqoml9o5 238 51 delays delay NNS cord-293333-mqoml9o5 238 52 involved involve VBN cord-293333-mqoml9o5 238 53 in in IN cord-293333-mqoml9o5 238 54 ( ( -LRB- cord-293333-mqoml9o5 238 55 1 1 CD cord-293333-mqoml9o5 238 56 ) ) -RRB- cord-293333-mqoml9o5 238 57 . . . cord-293333-mqoml9o5 239 1 On on IN cord-293333-mqoml9o5 239 2 the the DT cord-293333-mqoml9o5 239 3 other other JJ cord-293333-mqoml9o5 239 4 hand hand NN cord-293333-mqoml9o5 239 5 , , , cord-293333-mqoml9o5 239 6 the the DT cord-293333-mqoml9o5 239 7 eventual eventual JJ cord-293333-mqoml9o5 239 8 presence presence NN cord-293333-mqoml9o5 239 9 of of IN cord-293333-mqoml9o5 239 10 a a DT cord-293333-mqoml9o5 239 11 large large JJ cord-293333-mqoml9o5 239 12 delay delay NN cord-293333-mqoml9o5 239 13 could could MD cord-293333-mqoml9o5 239 14 be be VB cord-293333-mqoml9o5 239 15 handled handle VBN cord-293333-mqoml9o5 239 16 by by IN cord-293333-mqoml9o5 239 17 splitting split VBG cord-293333-mqoml9o5 239 18 the the DT cord-293333-mqoml9o5 239 19 patients patient NNS cord-293333-mqoml9o5 239 20 in in IN cord-293333-mqoml9o5 239 21 intensive intensive JJ cord-293333-mqoml9o5 239 22 care care NN cord-293333-mqoml9o5 239 23 or or CC cord-293333-mqoml9o5 239 24 in in IN cord-293333-mqoml9o5 239 25 conventional conventional JJ cord-293333-mqoml9o5 239 26 hospitalization hospitalization NN cord-293333-mqoml9o5 239 27 in in IN cord-293333-mqoml9o5 239 28 more more JJR cord-293333-mqoml9o5 239 29 compartments compartment NNS cord-293333-mqoml9o5 239 30 moving move VBG cord-293333-mqoml9o5 239 31 the the DT cord-293333-mqoml9o5 239 32 patients patient NNS cord-293333-mqoml9o5 239 33 from from IN cord-293333-mqoml9o5 239 34 one one CD cord-293333-mqoml9o5 239 35 compartment compartment NN cord-293333-mqoml9o5 239 36 to to IN cord-293333-mqoml9o5 239 37 the the DT cord-293333-mqoml9o5 239 38 successive successive JJ cord-293333-mqoml9o5 239 39 one one NN cord-293333-mqoml9o5 239 40 as as IN cord-293333-mqoml9o5 239 41 the the DT cord-293333-mqoml9o5 239 42 disease disease NN cord-293333-mqoml9o5 239 43 evolves evolve VBZ cord-293333-mqoml9o5 239 44 , , , cord-293333-mqoml9o5 239 45 thus thus RB cord-293333-mqoml9o5 239 46 avoiding avoid VBG cord-293333-mqoml9o5 239 47 again again RB cord-293333-mqoml9o5 239 48 the the DT cord-293333-mqoml9o5 239 49 use use NN cord-293333-mqoml9o5 239 50 of of IN cord-293333-mqoml9o5 239 51 delays delay NNS cord-293333-mqoml9o5 239 52 . . . cord-293333-mqoml9o5 240 1 Note note VB cord-293333-mqoml9o5 240 2 that that IN cord-293333-mqoml9o5 240 3 the the DT cord-293333-mqoml9o5 240 4 infection infection NN cord-293333-mqoml9o5 240 5 dynamics dynamic NNS cord-293333-mqoml9o5 240 6 described describe VBN cord-293333-mqoml9o5 240 7 by by IN cord-293333-mqoml9o5 240 8 a a DT cord-293333-mqoml9o5 240 9 standard standard NN cord-293333-mqoml9o5 240 10 or or CC cord-293333-mqoml9o5 240 11 modified modify VBN cord-293333-mqoml9o5 240 12 SIR SIR NNP cord-293333-mqoml9o5 240 13 model model NN cord-293333-mqoml9o5 240 14 , , , cord-293333-mqoml9o5 240 15 such such JJ cord-293333-mqoml9o5 240 16 as as IN cord-293333-mqoml9o5 240 17 the the DT cord-293333-mqoml9o5 240 18 dynamics dynamic NNS cord-293333-mqoml9o5 240 19 ( ( -LRB- cord-293333-mqoml9o5 240 20 1 1 CD cord-293333-mqoml9o5 240 21 ) ) -RRB- cord-293333-mqoml9o5 240 22 , , , cord-293333-mqoml9o5 240 23 are be VBP cord-293333-mqoml9o5 240 24 external external JJ cord-293333-mqoml9o5 240 25 to to IN cord-293333-mqoml9o5 240 26 the the DT cord-293333-mqoml9o5 240 27 hospital hospital NN cord-293333-mqoml9o5 240 28 and and CC cord-293333-mqoml9o5 240 29 feed feed VB cord-293333-mqoml9o5 240 30 the the DT cord-293333-mqoml9o5 240 31 dynamics dynamic NNS cord-293333-mqoml9o5 240 32 ( ( -LRB- cord-293333-mqoml9o5 240 33 3 3 CD cord-293333-mqoml9o5 240 34 ) ) -RRB- cord-293333-mqoml9o5 240 35 . . . cord-293333-mqoml9o5 241 1 Thus thus RB cord-293333-mqoml9o5 241 2 , , , cord-293333-mqoml9o5 241 3 the the DT cord-293333-mqoml9o5 241 4 input input NN cord-293333-mqoml9o5 241 5 variable variable NN cord-293333-mqoml9o5 241 6 A(k A(k NNP cord-293333-mqoml9o5 241 7 ) ) -RRB- cord-293333-mqoml9o5 241 8 of of IN cord-293333-mqoml9o5 241 9 ( ( -LRB- cord-293333-mqoml9o5 241 10 3 3 CD cord-293333-mqoml9o5 241 11 ) ) -RRB- cord-293333-mqoml9o5 241 12 , , , cord-293333-mqoml9o5 241 13 is be VBZ cord-293333-mqoml9o5 241 14 a a DT cord-293333-mqoml9o5 241 15 percentage percentage NN cord-293333-mqoml9o5 241 16 of of IN cord-293333-mqoml9o5 241 17 I I NNP cord-293333-mqoml9o5 241 18 q q NN cord-293333-mqoml9o5 241 19 . . . cord-293333-mqoml9o5 242 1 The the DT cord-293333-mqoml9o5 242 2 parameters parameter NNS cord-293333-mqoml9o5 242 3 α α NN cord-293333-mqoml9o5 242 4 , , , cord-293333-mqoml9o5 242 5 γ γ NN cord-293333-mqoml9o5 242 6 , , , cord-293333-mqoml9o5 242 7 θ θ NN cord-293333-mqoml9o5 242 8 µ µ NN cord-293333-mqoml9o5 242 9 and and CC cord-293333-mqoml9o5 242 10 λ λ NN cord-293333-mqoml9o5 242 11 of of IN cord-293333-mqoml9o5 242 12 model model NN cord-293333-mqoml9o5 242 13 ( ( -LRB- cord-293333-mqoml9o5 242 14 3 3 LS cord-293333-mqoml9o5 242 15 ) ) -RRB- cord-293333-mqoml9o5 242 16 can can MD cord-293333-mqoml9o5 242 17 be be VB cord-293333-mqoml9o5 242 18 identified identify VBN cord-293333-mqoml9o5 242 19 over over IN cord-293333-mqoml9o5 242 20 a a DT cord-293333-mqoml9o5 242 21 short short JJ cord-293333-mqoml9o5 242 22 or or CC cord-293333-mqoml9o5 242 23 longer long JJR cord-293333-mqoml9o5 242 24 period period NN cord-293333-mqoml9o5 242 25 so so IN cord-293333-mqoml9o5 242 26 that that IN cord-293333-mqoml9o5 242 27 their -PRON- PRP$ cord-293333-mqoml9o5 242 28 evolution evolution NN cord-293333-mqoml9o5 242 29 can can MD cord-293333-mqoml9o5 242 30 be be VB cord-293333-mqoml9o5 242 31 tracked track VBN cord-293333-mqoml9o5 242 32 . . . cord-293333-mqoml9o5 243 1 The the DT cord-293333-mqoml9o5 243 2 argument argument NN cord-293333-mqoml9o5 243 3 in in IN cord-293333-mqoml9o5 243 4 this this DT cord-293333-mqoml9o5 243 5 section section NN cord-293333-mqoml9o5 243 6 is be VBZ cord-293333-mqoml9o5 243 7 that that IN cord-293333-mqoml9o5 243 8 these these DT cord-293333-mqoml9o5 243 9 parameters parameter NNS cord-293333-mqoml9o5 243 10 are be VBP cord-293333-mqoml9o5 243 11 • • NN cord-293333-mqoml9o5 243 12 easy easy JJ cord-293333-mqoml9o5 243 13 to to TO cord-293333-mqoml9o5 243 14 derive derive VB cord-293333-mqoml9o5 243 15 from from IN cord-293333-mqoml9o5 243 16 standard standard JJ cord-293333-mqoml9o5 243 17 data datum NNS cord-293333-mqoml9o5 243 18 from from IN cord-293333-mqoml9o5 243 19 the the DT cord-293333-mqoml9o5 243 20 hospital hospital NN cord-293333-mqoml9o5 243 21 ; ; : cord-293333-mqoml9o5 243 22 • • NNP cord-293333-mqoml9o5 243 23 are be VBP cord-293333-mqoml9o5 243 24 representative representative NN cord-293333-mqoml9o5 243 25 of of IN cord-293333-mqoml9o5 243 26 the the DT cord-293333-mqoml9o5 243 27 regional regional JJ cord-293333-mqoml9o5 243 28 health health NN cord-293333-mqoml9o5 243 29 status status NN cord-293333-mqoml9o5 243 30 . . . cord-293333-mqoml9o5 244 1 The the DT cord-293333-mqoml9o5 244 2 death death NN cord-293333-mqoml9o5 244 3 rate rate NN cord-293333-mqoml9o5 244 4 α α NN cord-293333-mqoml9o5 244 5 and and CC cord-293333-mqoml9o5 244 6 the the DT cord-293333-mqoml9o5 244 7 recovery recovery NN cord-293333-mqoml9o5 244 8 rate rate NN cord-293333-mqoml9o5 244 9 γ γ NN cord-293333-mqoml9o5 244 10 are be VBP cord-293333-mqoml9o5 244 11 easily easily RB cord-293333-mqoml9o5 244 12 obtained obtain VBN cord-293333-mqoml9o5 244 13 from from IN cord-293333-mqoml9o5 244 14 the the DT cord-293333-mqoml9o5 244 15 measured measure VBN cord-293333-mqoml9o5 244 16 state state NN cord-293333-mqoml9o5 244 17 variables variable NNS cord-293333-mqoml9o5 244 18 , , , cord-293333-mqoml9o5 244 19 since since IN cord-293333-mqoml9o5 244 20 : : : cord-293333-mqoml9o5 245 1 From from IN cord-293333-mqoml9o5 245 2 Nantes Nantes NNP cord-293333-mqoml9o5 245 3 University University NNP cord-293333-mqoml9o5 245 4 Hospital Hospital NNP cord-293333-mqoml9o5 245 5 Covid-19 covid-19 NN cord-293333-mqoml9o5 245 6 database database NN cord-293333-mqoml9o5 245 7 [ [ -LRB- cord-293333-mqoml9o5 245 8 2020 2020 CD cord-293333-mqoml9o5 245 9 ] ] -RRB- cord-293333-mqoml9o5 245 10 , , , cord-293333-mqoml9o5 245 11 it -PRON- PRP cord-293333-mqoml9o5 245 12 is be VBZ cord-293333-mqoml9o5 245 13 not not RB cord-293333-mqoml9o5 245 14 significant significant JJ cord-293333-mqoml9o5 245 15 to to TO cord-293333-mqoml9o5 245 16 complete complete VB cord-293333-mqoml9o5 245 17 an an DT cord-293333-mqoml9o5 245 18 identification identification NN cord-293333-mqoml9o5 245 19 on on IN cord-293333-mqoml9o5 245 20 a a DT cord-293333-mqoml9o5 245 21 daily daily JJ cord-293333-mqoml9o5 245 22 basis basis NN cord-293333-mqoml9o5 245 23 . . . cord-293333-mqoml9o5 246 1 So so RB cord-293333-mqoml9o5 246 2 , , , cord-293333-mqoml9o5 246 3 let let VB cord-293333-mqoml9o5 246 4 us -PRON- PRP cord-293333-mqoml9o5 246 5 identify identify VB cord-293333-mqoml9o5 246 6 over over IN cord-293333-mqoml9o5 246 7 an an DT cord-293333-mqoml9o5 246 8 horizon horizon NN cord-293333-mqoml9o5 246 9 of of IN cord-293333-mqoml9o5 246 10 h h NNP cord-293333-mqoml9o5 246 11 days day NNS cord-293333-mqoml9o5 246 12 , , , cord-293333-mqoml9o5 246 13 which which WDT cord-293333-mqoml9o5 246 14 is be VBZ cord-293333-mqoml9o5 246 15 done do VBN cord-293333-mqoml9o5 246 16 rewriting rewrite VBG cord-293333-mqoml9o5 246 17 the the DT cord-293333-mqoml9o5 246 18 third third JJ cord-293333-mqoml9o5 246 19 and and CC cord-293333-mqoml9o5 246 20 fourth fourth JJ cord-293333-mqoml9o5 246 21 equation equation NN cord-293333-mqoml9o5 246 22 of of IN cord-293333-mqoml9o5 246 23 ( ( -LRB- cord-293333-mqoml9o5 246 24 3 3 CD cord-293333-mqoml9o5 246 25 ) ) -RRB- cord-293333-mqoml9o5 246 26 for for IN cord-293333-mqoml9o5 246 27 days day NNS cord-293333-mqoml9o5 247 1 k k NNP cord-293333-mqoml9o5 247 2 , , , cord-293333-mqoml9o5 247 3 k k NNP cord-293333-mqoml9o5 247 4 + + SYM cord-293333-mqoml9o5 247 5 1 1 CD cord-293333-mqoml9o5 247 6 , , , cord-293333-mqoml9o5 247 7 ... ... NFP cord-293333-mqoml9o5 247 8 , , , cord-293333-mqoml9o5 248 1 k k NNP cord-293333-mqoml9o5 248 2 + + CC cord-293333-mqoml9o5 249 1 h. h. NNP cord-293333-mqoml9o5 249 2 Standard Standard NNP cord-293333-mqoml9o5 249 3 computations computation NNS cord-293333-mqoml9o5 249 4 lead lead VBP cord-293333-mqoml9o5 249 5 to to IN cord-293333-mqoml9o5 249 6 and and CC cord-293333-mqoml9o5 249 7 . . . cord-293333-mqoml9o5 250 1 Note note VB cord-293333-mqoml9o5 250 2 that that IN cord-293333-mqoml9o5 250 3 parameters parameter VBZ cord-293333-mqoml9o5 250 4 α α NN cord-293333-mqoml9o5 250 5 and and CC cord-293333-mqoml9o5 250 6 γ γ NN cord-293333-mqoml9o5 250 7 are be VBP cord-293333-mqoml9o5 250 8 argued argue VBN cord-293333-mqoml9o5 250 9 to to TO cord-293333-mqoml9o5 250 10 be be VB cord-293333-mqoml9o5 250 11 time time NN cord-293333-mqoml9o5 250 12 - - HYPH cord-293333-mqoml9o5 250 13 varying varying NN cord-293333-mqoml9o5 250 14 , , , cord-293333-mqoml9o5 250 15 so so IN cord-293333-mqoml9o5 250 16 that that IN cord-293333-mqoml9o5 250 17 equations equation NNS cord-293333-mqoml9o5 250 18 ( ( -LRB- cord-293333-mqoml9o5 250 19 4 4 CD cord-293333-mqoml9o5 250 20 ) ) -RRB- cord-293333-mqoml9o5 250 21 and and CC cord-293333-mqoml9o5 250 22 ( ( -LRB- cord-293333-mqoml9o5 250 23 5 5 LS cord-293333-mqoml9o5 250 24 ) ) -RRB- cord-293333-mqoml9o5 250 25 rather rather RB cord-293333-mqoml9o5 250 26 compute compute VB cord-293333-mqoml9o5 250 27 an an DT cord-293333-mqoml9o5 250 28 average average JJ cord-293333-mqoml9o5 250 29 value value NN cord-293333-mqoml9o5 250 30 over over IN cord-293333-mqoml9o5 250 31 h h NN cord-293333-mqoml9o5 250 32 days day NNS cord-293333-mqoml9o5 250 33 . . . cord-293333-mqoml9o5 251 1 The the DT cord-293333-mqoml9o5 251 2 parameters parameter NNS cord-293333-mqoml9o5 251 3 θ θ NN cord-293333-mqoml9o5 251 4 and and CC cord-293333-mqoml9o5 251 5 µ µ NN cord-293333-mqoml9o5 251 6 are be VBP cord-293333-mqoml9o5 251 7 not not RB cord-293333-mqoml9o5 251 8 simultaneously simultaneously RB cord-293333-mqoml9o5 251 9 identifiable identifiable JJ cord-293333-mqoml9o5 251 10 in in IN cord-293333-mqoml9o5 251 11 this this DT cord-293333-mqoml9o5 251 12 model model NN cord-293333-mqoml9o5 251 13 for for IN cord-293333-mqoml9o5 251 14 constant constant JJ cord-293333-mqoml9o5 251 15 sequences sequence NNS cord-293333-mqoml9o5 251 16 of of IN cord-293333-mqoml9o5 251 17 A(k A(k NNP cord-293333-mqoml9o5 251 18 ) ) -RRB- cord-293333-mqoml9o5 252 1 and and CC cord-293333-mqoml9o5 252 2 C(k C(k NNP cord-293333-mqoml9o5 252 3 ) ) -RRB- cord-293333-mqoml9o5 252 4 . . . cord-293333-mqoml9o5 253 1 Nevertheless nevertheless RB cord-293333-mqoml9o5 253 2 , , , cord-293333-mqoml9o5 253 3 for for IN cord-293333-mqoml9o5 253 4 some some DT cord-293333-mqoml9o5 253 5 input input NN cord-293333-mqoml9o5 253 6 sequence sequence NN cord-293333-mqoml9o5 253 7 such such JJ cord-293333-mqoml9o5 253 8 that that IN cord-293333-mqoml9o5 253 9 A(k)C(k A(k)C(k NNP cord-293333-mqoml9o5 253 10 + + SYM cord-293333-mqoml9o5 253 11 1 1 CD cord-293333-mqoml9o5 253 12 ) ) -RRB- cord-293333-mqoml9o5 253 13 ≡ ≡ NNP cord-293333-mqoml9o5 253 14 A(k A(k NNP cord-293333-mqoml9o5 253 15 + + SYM cord-293333-mqoml9o5 253 16 1)C(k 1)C(k NNP cord-293333-mqoml9o5 253 17 ) ) -RRB- cord-293333-mqoml9o5 253 18 , , , cord-293333-mqoml9o5 253 19 all all DT cord-293333-mqoml9o5 253 20 parameters parameter NNS cord-293333-mqoml9o5 253 21 are be VBP cord-293333-mqoml9o5 253 22 identifiable identifiable JJ cord-293333-mqoml9o5 253 23 . . . cord-293333-mqoml9o5 254 1 In in IN cord-293333-mqoml9o5 254 2 other other JJ cord-293333-mqoml9o5 254 3 words word NNS cord-293333-mqoml9o5 254 4 , , , cord-293333-mqoml9o5 254 5 the the DT cord-293333-mqoml9o5 254 6 system system NN cord-293333-mqoml9o5 254 7 is be VBZ cord-293333-mqoml9o5 254 8 generically generically RB cord-293333-mqoml9o5 254 9 identifiable identifiable JJ cord-293333-mqoml9o5 254 10 , , , cord-293333-mqoml9o5 254 11 or or CC cord-293333-mqoml9o5 254 12 identifiable identifiable JJ cord-293333-mqoml9o5 254 13 for for IN cord-293333-mqoml9o5 254 14 almost almost RB cord-293333-mqoml9o5 254 15 all all DT cord-293333-mqoml9o5 254 16 sequence sequence NN cord-293333-mqoml9o5 254 17 of of IN cord-293333-mqoml9o5 254 18 admissions admission NNS cord-293333-mqoml9o5 254 19 and and CC cord-293333-mqoml9o5 254 20 for for IN cord-293333-mqoml9o5 254 21 almost almost RB cord-293333-mqoml9o5 254 22 all all DT cord-293333-mqoml9o5 254 23 flows flow NNS cord-293333-mqoml9o5 254 24 of of IN cord-293333-mqoml9o5 254 25 patients patient NNS cord-293333-mqoml9o5 254 26 . . . cord-293333-mqoml9o5 255 1 The the DT cord-293333-mqoml9o5 255 2 identification identification NN cord-293333-mqoml9o5 255 3 of of IN cord-293333-mqoml9o5 255 4 θ θ NN cord-293333-mqoml9o5 255 5 may may MD cord-293333-mqoml9o5 255 6 be be VB cord-293333-mqoml9o5 255 7 processed process VBN cord-293333-mqoml9o5 255 8 as as IN cord-293333-mqoml9o5 255 9 follows follow NNS cord-293333-mqoml9o5 255 10 . . . cord-293333-mqoml9o5 256 1 Rewrite rewrite VB cord-293333-mqoml9o5 256 2 the the DT cord-293333-mqoml9o5 256 3 first first JJ cord-293333-mqoml9o5 256 4 equation equation NN cord-293333-mqoml9o5 256 5 of of IN cord-293333-mqoml9o5 256 6 ( ( -LRB- cord-293333-mqoml9o5 256 7 3 3 CD cord-293333-mqoml9o5 256 8 ) ) -RRB- cord-293333-mqoml9o5 256 9 at at IN cord-293333-mqoml9o5 256 10 three three CD cord-293333-mqoml9o5 256 11 different different JJ cord-293333-mqoml9o5 256 12 time time NN cord-293333-mqoml9o5 256 13 instants instant NNS cord-293333-mqoml9o5 256 14 : : : cord-293333-mqoml9o5 256 15 From from IN cord-293333-mqoml9o5 256 16 ( ( -LRB- cord-293333-mqoml9o5 256 17 6 6 CD cord-293333-mqoml9o5 256 18 ) ) -RRB- cord-293333-mqoml9o5 256 19 , , , cord-293333-mqoml9o5 256 20 one one PRP cord-293333-mqoml9o5 256 21 can can MD cord-293333-mqoml9o5 256 22 easily easily RB cord-293333-mqoml9o5 256 23 eliminate eliminate VB cord-293333-mqoml9o5 256 24 the the DT cord-293333-mqoml9o5 256 25 coefficients coefficient NNS cord-293333-mqoml9o5 256 26 ( ( -LRB- cord-293333-mqoml9o5 256 27 1 1 CD cord-293333-mqoml9o5 256 28 − − NN cord-293333-mqoml9o5 256 29 γ γ NN cord-293333-mqoml9o5 256 30 − − NN cord-293333-mqoml9o5 256 31 µ µ NN cord-293333-mqoml9o5 256 32 ) ) -RRB- cord-293333-mqoml9o5 256 33 and and CC cord-293333-mqoml9o5 256 34 λ λ NN cord-293333-mqoml9o5 256 35 and and CC cord-293333-mqoml9o5 256 36 after after IN cord-293333-mqoml9o5 256 37 some some DT cord-293333-mqoml9o5 256 38 elementary elementary JJ cord-293333-mqoml9o5 256 39 but but CC cord-293333-mqoml9o5 256 40 tedious tedious JJ cord-293333-mqoml9o5 256 41 computations computation NNS cord-293333-mqoml9o5 256 42 , , , cord-293333-mqoml9o5 256 43 θ θ NN cord-293333-mqoml9o5 256 44 is be VBZ cord-293333-mqoml9o5 256 45 computed compute VBN cord-293333-mqoml9o5 256 46 as as IN cord-293333-mqoml9o5 256 47 follows follow VBZ cord-293333-mqoml9o5 256 48 . . . cord-293333-mqoml9o5 257 1 Rename rename VB cord-293333-mqoml9o5 257 2 the the DT cord-293333-mqoml9o5 257 3 following follow VBG cord-293333-mqoml9o5 257 4 quantities quantity NNS cord-293333-mqoml9o5 257 5 so so IN cord-293333-mqoml9o5 257 6 that that IN cord-293333-mqoml9o5 257 7 Obviously obviously RB cord-293333-mqoml9o5 257 8 , , , cord-293333-mqoml9o5 257 9 there there EX cord-293333-mqoml9o5 257 10 exist exist VBP cord-293333-mqoml9o5 257 11 some some DT cord-293333-mqoml9o5 257 12 singular singular JJ cord-293333-mqoml9o5 257 13 input input NN cord-293333-mqoml9o5 257 14 sequences sequence NNS cord-293333-mqoml9o5 257 15 A(k A(k NNP cord-293333-mqoml9o5 257 16 ) ) -RRB- cord-293333-mqoml9o5 257 17 which which WDT cord-293333-mqoml9o5 257 18 cancel cancel VBP cord-293333-mqoml9o5 257 19 out out RP cord-293333-mqoml9o5 257 20 the the DT cord-293333-mqoml9o5 257 21 denominator denominator NN cord-293333-mqoml9o5 257 22 of of IN cord-293333-mqoml9o5 257 23 the the DT cord-293333-mqoml9o5 257 24 right right JJ cord-293333-mqoml9o5 257 25 - - HYPH cord-293333-mqoml9o5 257 26 hand hand NN cord-293333-mqoml9o5 257 27 side side NN cord-293333-mqoml9o5 257 28 of of IN cord-293333-mqoml9o5 257 29 ( ( -LRB- cord-293333-mqoml9o5 257 30 8) 8) NNP cord-293333-mqoml9o5 257 31 : : : cord-293333-mqoml9o5 257 32 for for IN cord-293333-mqoml9o5 257 33 instance instance NN cord-293333-mqoml9o5 257 34 , , , cord-293333-mqoml9o5 257 35 when when WRB cord-293333-mqoml9o5 257 36 the the DT cord-293333-mqoml9o5 257 37 sequences sequence NNS cord-293333-mqoml9o5 257 38 A(k A(k NNP cord-293333-mqoml9o5 257 39 ) ) -RRB- cord-293333-mqoml9o5 257 40 and and CC cord-293333-mqoml9o5 257 41 I(k I(k NNP cord-293333-mqoml9o5 257 42 ) ) -RRB- cord-293333-mqoml9o5 257 43 are be VBP cord-293333-mqoml9o5 257 44 constant constant JJ cord-293333-mqoml9o5 257 45 , , , cord-293333-mqoml9o5 257 46 then then RB cord-293333-mqoml9o5 257 47 formula formula NN cord-293333-mqoml9o5 257 48 ( ( -LRB- cord-293333-mqoml9o5 257 49 8) 8) NNP cord-293333-mqoml9o5 257 50 is be VBZ cord-293333-mqoml9o5 257 51 inapplicable inapplicable JJ cord-293333-mqoml9o5 257 52 for for IN cord-293333-mqoml9o5 257 53 the the DT cord-293333-mqoml9o5 257 54 estimation estimation NN cord-293333-mqoml9o5 257 55 of of IN cord-293333-mqoml9o5 257 56 parameter parameter NN cord-293333-mqoml9o5 257 57 θ θ NN cord-293333-mqoml9o5 257 58 . . . cord-293333-mqoml9o5 258 1 Following follow VBG cord-293333-mqoml9o5 258 2 a a DT cord-293333-mqoml9o5 258 3 similar similar JJ cord-293333-mqoml9o5 258 4 elimination elimination NN cord-293333-mqoml9o5 258 5 process process NN cord-293333-mqoml9o5 258 6 , , , cord-293333-mqoml9o5 258 7 it -PRON- PRP cord-293333-mqoml9o5 258 8 is be VBZ cord-293333-mqoml9o5 258 9 possible possible JJ cord-293333-mqoml9o5 258 10 to to TO cord-293333-mqoml9o5 258 11 eliminate eliminate VB cord-293333-mqoml9o5 258 12 parameters parameter NNS cord-293333-mqoml9o5 258 13 λ λ NN cord-293333-mqoml9o5 258 14 and and CC cord-293333-mqoml9o5 258 15 α α NN cord-293333-mqoml9o5 258 16 among among IN cord-293333-mqoml9o5 258 17 ( ( -LRB- cord-293333-mqoml9o5 258 18 6 6 CD cord-293333-mqoml9o5 258 19 ) ) -RRB- cord-293333-mqoml9o5 258 20 . . . cord-293333-mqoml9o5 259 1 Thus thus RB cord-293333-mqoml9o5 259 2 µ µ NN cord-293333-mqoml9o5 259 3 is be VBZ cord-293333-mqoml9o5 259 4 identifiable identifiable JJ cord-293333-mqoml9o5 259 5 for for IN cord-293333-mqoml9o5 259 6 almost almost RB cord-293333-mqoml9o5 259 7 all all DT cord-293333-mqoml9o5 259 8 input input NN cord-293333-mqoml9o5 259 9 sequences sequence NNS cord-293333-mqoml9o5 259 10 , , , cord-293333-mqoml9o5 259 11 though though IN cord-293333-mqoml9o5 259 12 the the DT cord-293333-mqoml9o5 259 13 explicit explicit JJ cord-293333-mqoml9o5 259 14 expression expression NN cord-293333-mqoml9o5 259 15 becomes become VBZ cord-293333-mqoml9o5 259 16 a a DT cord-293333-mqoml9o5 259 17 bit bit NN cord-293333-mqoml9o5 259 18 more more RBR cord-293333-mqoml9o5 259 19 involved involved JJ cord-293333-mqoml9o5 259 20 . . . cord-293333-mqoml9o5 260 1 The the DT cord-293333-mqoml9o5 260 2 generic generic JJ cord-293333-mqoml9o5 260 3 identifiability identifiability NN cord-293333-mqoml9o5 260 4 of of IN cord-293333-mqoml9o5 260 5 λ λ NN cord-293333-mqoml9o5 260 6 is be VBZ cord-293333-mqoml9o5 260 7 proven prove VBN cord-293333-mqoml9o5 260 8 following follow VBG cord-293333-mqoml9o5 260 9 similar similar JJ cord-293333-mqoml9o5 260 10 lines line NNS cord-293333-mqoml9o5 260 11 . . . cord-293333-mqoml9o5 261 1 Computation computation NN cord-293333-mqoml9o5 261 2 of of IN cord-293333-mqoml9o5 261 3 the the DT cord-293333-mqoml9o5 261 4 death death NN cord-293333-mqoml9o5 261 5 rate rate NN cord-293333-mqoml9o5 261 6 α α NN cord-293333-mqoml9o5 261 7 and and CC cord-293333-mqoml9o5 261 8 the the DT cord-293333-mqoml9o5 261 9 recovery recovery NN cord-293333-mqoml9o5 261 10 rate rate NN cord-293333-mqoml9o5 261 11 γ γ NN cord-293333-mqoml9o5 261 12 from from IN cord-293333-mqoml9o5 261 13 the the DT cord-293333-mqoml9o5 261 14 hospital hospital NN cord-293333-mqoml9o5 261 15 dataset dataset NN cord-293333-mqoml9o5 261 16 Data Data NNP cord-293333-mqoml9o5 261 17 from from IN cord-293333-mqoml9o5 261 18 Nantes Nantes NNP cord-293333-mqoml9o5 261 19 University University NNP cord-293333-mqoml9o5 261 20 Hospital Hospital NNP cord-293333-mqoml9o5 261 21 were be VBD cord-293333-mqoml9o5 261 22 collected collect VBN cord-293333-mqoml9o5 261 23 from from IN cord-293333-mqoml9o5 261 24 March March NNP cord-293333-mqoml9o5 261 25 16th 16th NN cord-293333-mqoml9o5 261 26 to to IN cord-293333-mqoml9o5 261 27 September September NNP cord-293333-mqoml9o5 261 28 17th 17th NN cord-293333-mqoml9o5 261 29 , , , cord-293333-mqoml9o5 261 30 2020 2020 CD cord-293333-mqoml9o5 261 31 and and CC cord-293333-mqoml9o5 261 32 are be VBP cord-293333-mqoml9o5 261 33 available available JJ cord-293333-mqoml9o5 261 34 in in IN cord-293333-mqoml9o5 261 35 Nantes Nantes NNP cord-293333-mqoml9o5 261 36 University University NNP cord-293333-mqoml9o5 261 37 Hospital Hospital NNP cord-293333-mqoml9o5 261 38 Covid-19 covid-19 NN cord-293333-mqoml9o5 261 39 database database NN cord-293333-mqoml9o5 261 40 [ [ -LRB- cord-293333-mqoml9o5 261 41 2020 2020 CD cord-293333-mqoml9o5 261 42 ] ] -RRB- cord-293333-mqoml9o5 261 43 . . . cord-293333-mqoml9o5 262 1 These these DT cord-293333-mqoml9o5 262 2 data datum NNS cord-293333-mqoml9o5 262 3 include include VBP cord-293333-mqoml9o5 262 4 the the DT cord-293333-mqoml9o5 262 5 daily daily JJ cord-293333-mqoml9o5 262 6 values value NNS cord-293333-mqoml9o5 262 7 of of IN cord-293333-mqoml9o5 262 8 C(k C(k NNP cord-293333-mqoml9o5 262 9 ) ) -RRB- cord-293333-mqoml9o5 262 10 , , , cord-293333-mqoml9o5 262 11 I(k I(k NNP cord-293333-mqoml9o5 262 12 ) ) -RRB- cord-293333-mqoml9o5 262 13 , , , cord-293333-mqoml9o5 262 14 R(k R(k NNP cord-293333-mqoml9o5 262 15 ) ) -RRB- cord-293333-mqoml9o5 262 16 and and CC cord-293333-mqoml9o5 262 17 D(k D(k NNP cord-293333-mqoml9o5 262 18 ) ) -RRB- cord-293333-mqoml9o5 262 19 . . . cord-293333-mqoml9o5 263 1 In in IN cord-293333-mqoml9o5 263 2 France France NNP cord-293333-mqoml9o5 263 3 the the DT cord-293333-mqoml9o5 263 4 lockdown lockdown NN cord-293333-mqoml9o5 263 5 took take VBD cord-293333-mqoml9o5 263 6 place place NN cord-293333-mqoml9o5 263 7 from from IN cord-293333-mqoml9o5 263 8 March March NNP cord-293333-mqoml9o5 263 9 17 17 CD cord-293333-mqoml9o5 263 10 , , , cord-293333-mqoml9o5 263 11 2020 2020 CD cord-293333-mqoml9o5 263 12 to to IN cord-293333-mqoml9o5 263 13 May May NNP cord-293333-mqoml9o5 263 14 11 11 CD cord-293333-mqoml9o5 263 15 , , , cord-293333-mqoml9o5 263 16 2020 2020 CD cord-293333-mqoml9o5 263 17 . . . cord-293333-mqoml9o5 264 1 When when WRB cord-293333-mqoml9o5 264 2 some some DT cord-293333-mqoml9o5 264 3 data datum NNS cord-293333-mqoml9o5 264 4 were be VBD cord-293333-mqoml9o5 264 5 missing miss VBG cord-293333-mqoml9o5 264 6 or or CC cord-293333-mqoml9o5 264 7 inaccurate inaccurate JJ cord-293333-mqoml9o5 264 8 then then RB cord-293333-mqoml9o5 264 9 the the DT cord-293333-mqoml9o5 264 10 corresponding corresponding JJ cord-293333-mqoml9o5 264 11 periods period NNS cord-293333-mqoml9o5 264 12 were be VBD cord-293333-mqoml9o5 264 13 skipped skip VBN cord-293333-mqoml9o5 264 14 . . . cord-293333-mqoml9o5 265 1 ( ( -LRB- cord-293333-mqoml9o5 265 2 3 3 LS cord-293333-mqoml9o5 265 3 ) ) -RRB- cord-293333-mqoml9o5 265 4 Since since IN cord-293333-mqoml9o5 265 5 α α NNP cord-293333-mqoml9o5 265 6 is be VBZ cord-293333-mqoml9o5 265 7 computed compute VBN cord-293333-mqoml9o5 265 8 from from IN cord-293333-mqoml9o5 265 9 the the DT cord-293333-mqoml9o5 265 10 available available JJ cord-293333-mqoml9o5 265 11 data datum NNS cord-293333-mqoml9o5 265 12 over over IN cord-293333-mqoml9o5 265 13 7 7 CD cord-293333-mqoml9o5 265 14 days day NNS cord-293333-mqoml9o5 265 15 , , , cord-293333-mqoml9o5 265 16 its -PRON- PRP$ cord-293333-mqoml9o5 265 17 evaluation evaluation NN cord-293333-mqoml9o5 265 18 displayed display VBN cord-293333-mqoml9o5 265 19 in in IN cord-293333-mqoml9o5 265 20 Figure figure NN cord-293333-mqoml9o5 265 21 6 6 CD cord-293333-mqoml9o5 265 22 starts start NNS cord-293333-mqoml9o5 265 23 on on IN cord-293333-mqoml9o5 265 24 the the DT cord-293333-mqoml9o5 265 25 second second JJ cord-293333-mqoml9o5 265 26 week week NN cord-293333-mqoml9o5 265 27 . . . cord-293333-mqoml9o5 266 1 The the DT cord-293333-mqoml9o5 266 2 empty empty JJ cord-293333-mqoml9o5 266 3 information information NN cord-293333-mqoml9o5 266 4 , , , cord-293333-mqoml9o5 266 5 instead instead RB cord-293333-mqoml9o5 266 6 , , , cord-293333-mqoml9o5 266 7 from from IN cord-293333-mqoml9o5 266 8 May May NNP cord-293333-mqoml9o5 266 9 20th 20th NN cord-293333-mqoml9o5 266 10 to to IN cord-293333-mqoml9o5 266 11 28th 28th NN cord-293333-mqoml9o5 266 12 corresponds correspond NNS cord-293333-mqoml9o5 266 13 to to IN cord-293333-mqoml9o5 266 14 errors error NNS cord-293333-mqoml9o5 266 15 which which WDT cord-293333-mqoml9o5 266 16 are be VBP cord-293333-mqoml9o5 266 17 due due JJ cord-293333-mqoml9o5 266 18 to to IN cord-293333-mqoml9o5 266 19 inaccurate inaccurate JJ cord-293333-mqoml9o5 266 20 data datum NNS cord-293333-mqoml9o5 266 21 , , , cord-293333-mqoml9o5 266 22 such such JJ cord-293333-mqoml9o5 266 23 as as IN cord-293333-mqoml9o5 266 24 the the DT cord-293333-mqoml9o5 266 25 number number NN cord-293333-mqoml9o5 266 26 of of IN cord-293333-mqoml9o5 266 27 admissions admission NNS cord-293333-mqoml9o5 266 28 which which WDT cord-293333-mqoml9o5 266 29 were be VBD cord-293333-mqoml9o5 266 30 sometimes sometimes RB cord-293333-mqoml9o5 266 31 incorrectly incorrectly RB cord-293333-mqoml9o5 266 32 estimated estimate VBN cord-293333-mqoml9o5 266 33 in in IN cord-293333-mqoml9o5 266 34 the the DT cord-293333-mqoml9o5 266 35 hospital hospital NN cord-293333-mqoml9o5 266 36 data datum NNS cord-293333-mqoml9o5 266 37 , , , cord-293333-mqoml9o5 266 38 thus thus RB cord-293333-mqoml9o5 266 39 not not RB cord-293333-mqoml9o5 266 40 allowing allow VBG cord-293333-mqoml9o5 266 41 a a DT cord-293333-mqoml9o5 266 42 correct correct JJ cord-293333-mqoml9o5 266 43 estimation estimation NN cord-293333-mqoml9o5 266 44 of of IN cord-293333-mqoml9o5 266 45 α α NN cord-293333-mqoml9o5 266 46 . . . cord-293333-mqoml9o5 267 1 In in IN cord-293333-mqoml9o5 267 2 Figure figure NN cord-293333-mqoml9o5 267 3 6 6 CD cord-293333-mqoml9o5 267 4 it -PRON- PRP cord-293333-mqoml9o5 267 5 is be VBZ cord-293333-mqoml9o5 267 6 shown show VBN cord-293333-mqoml9o5 267 7 that that IN cord-293333-mqoml9o5 267 8 the the DT cord-293333-mqoml9o5 267 9 death death NN cord-293333-mqoml9o5 267 10 rate rate NN cord-293333-mqoml9o5 267 11 increased increase VBD cord-293333-mqoml9o5 267 12 during during IN cord-293333-mqoml9o5 267 13 the the DT cord-293333-mqoml9o5 267 14 early early JJ cord-293333-mqoml9o5 267 15 days day NNS cord-293333-mqoml9o5 267 16 after after IN cord-293333-mqoml9o5 267 17 the the DT cord-293333-mqoml9o5 267 18 lockdown lockdown NN cord-293333-mqoml9o5 267 19 . . . cord-293333-mqoml9o5 268 1 Two two CD cord-293333-mqoml9o5 268 2 weeks week NNS cord-293333-mqoml9o5 268 3 later later RBR cord-293333-mqoml9o5 268 4 it -PRON- PRP cord-293333-mqoml9o5 268 5 was be VBD cord-293333-mqoml9o5 268 6 significantly significantly RB cord-293333-mqoml9o5 268 7 decreasing decrease VBG cord-293333-mqoml9o5 269 1 and and CC cord-293333-mqoml9o5 269 2 then then RB cord-293333-mqoml9o5 269 3 it -PRON- PRP cord-293333-mqoml9o5 269 4 stabilized stabilize VBD cord-293333-mqoml9o5 269 5 for for IN cord-293333-mqoml9o5 269 6 over over IN cord-293333-mqoml9o5 269 7 two two CD cord-293333-mqoml9o5 269 8 months month NNS cord-293333-mqoml9o5 269 9 . . . cord-293333-mqoml9o5 270 1 Surprisingly surprisingly RB cord-293333-mqoml9o5 270 2 , , , cord-293333-mqoml9o5 270 3 the the DT cord-293333-mqoml9o5 270 4 death death NN cord-293333-mqoml9o5 270 5 rate rate NN cord-293333-mqoml9o5 270 6 α α NN cord-293333-mqoml9o5 270 7 seems seem VBZ cord-293333-mqoml9o5 270 8 to to TO cord-293333-mqoml9o5 270 9 reach reach VB cord-293333-mqoml9o5 270 10 unprecedented unprecedented JJ cord-293333-mqoml9o5 270 11 levels level NNS cord-293333-mqoml9o5 270 12 weeks week NNS cord-293333-mqoml9o5 270 13 after after IN cord-293333-mqoml9o5 270 14 the the DT cord-293333-mqoml9o5 270 15 end end NN cord-293333-mqoml9o5 270 16 of of IN cord-293333-mqoml9o5 270 17 the the DT cord-293333-mqoml9o5 270 18 lockdown lockdown NN cord-293333-mqoml9o5 270 19 . . . cord-293333-mqoml9o5 271 1 A a DT cord-293333-mqoml9o5 271 2 peak peak NN cord-293333-mqoml9o5 271 3 of of IN cord-293333-mqoml9o5 271 4 the the DT cord-293333-mqoml9o5 271 5 death death NN cord-293333-mqoml9o5 271 6 rate rate NN cord-293333-mqoml9o5 271 7 α α NN cord-293333-mqoml9o5 271 8 is be VBZ cord-293333-mqoml9o5 271 9 noticed notice VBN cord-293333-mqoml9o5 271 10 in in IN cord-293333-mqoml9o5 271 11 early early JJ cord-293333-mqoml9o5 271 12 June June NNP cord-293333-mqoml9o5 271 13 , , , cord-293333-mqoml9o5 271 14 about about RB cord-293333-mqoml9o5 271 15 one one CD cord-293333-mqoml9o5 271 16 month month NN cord-293333-mqoml9o5 271 17 after after IN cord-293333-mqoml9o5 271 18 the the DT cord-293333-mqoml9o5 271 19 end end NN cord-293333-mqoml9o5 271 20 of of IN cord-293333-mqoml9o5 271 21 the the DT cord-293333-mqoml9o5 271 22 lockdown lockdown NN cord-293333-mqoml9o5 271 23 . . . cord-293333-mqoml9o5 272 1 This this DT cord-293333-mqoml9o5 272 2 paradoxical paradoxical JJ cord-293333-mqoml9o5 272 3 result result NN cord-293333-mqoml9o5 272 4 is be VBZ cord-293333-mqoml9o5 272 5 easily easily RB cord-293333-mqoml9o5 272 6 interpreted interpret VBN cord-293333-mqoml9o5 272 7 as as IN cord-293333-mqoml9o5 272 8 the the DT cord-293333-mqoml9o5 272 9 general general JJ cord-293333-mqoml9o5 272 10 younger young JJR cord-293333-mqoml9o5 272 11 population population NN cord-293333-mqoml9o5 272 12 left leave VBD cord-293333-mqoml9o5 272 13 ( ( -LRB- cord-293333-mqoml9o5 272 14 intensive intensive JJ cord-293333-mqoml9o5 272 15 care care NN cord-293333-mqoml9o5 272 16 ) ) -RRB- cord-293333-mqoml9o5 272 17 hospitalization hospitalization NN cord-293333-mqoml9o5 272 18 and and CC cord-293333-mqoml9o5 272 19 only only RB cord-293333-mqoml9o5 272 20 elderly elderly JJ cord-293333-mqoml9o5 272 21 patients patient NNS cord-293333-mqoml9o5 272 22 were be VBD cord-293333-mqoml9o5 272 23 remaining remain VBG cord-293333-mqoml9o5 272 24 in in IN cord-293333-mqoml9o5 272 25 intensive intensive JJ cord-293333-mqoml9o5 272 26 care care NN cord-293333-mqoml9o5 272 27 , , , cord-293333-mqoml9o5 272 28 sometimes sometimes RB cord-293333-mqoml9o5 272 29 after after IN cord-293333-mqoml9o5 272 30 several several JJ cord-293333-mqoml9o5 272 31 months month NNS cord-293333-mqoml9o5 272 32 of of IN cord-293333-mqoml9o5 272 33 hospitalization hospitalization NN cord-293333-mqoml9o5 272 34 with with IN cord-293333-mqoml9o5 272 35 weak weak JJ cord-293333-mqoml9o5 272 36 probability probability NN cord-293333-mqoml9o5 272 37 of of IN cord-293333-mqoml9o5 272 38 health health NN cord-293333-mqoml9o5 272 39 improvement improvement NN cord-293333-mqoml9o5 272 40 . . . cord-293333-mqoml9o5 273 1 ( ( -LRB- cord-293333-mqoml9o5 273 2 3 3 LS cord-293333-mqoml9o5 273 3 ) ) -RRB- cord-293333-mqoml9o5 273 4 From from IN cord-293333-mqoml9o5 273 5 mid mid NNP cord-293333-mqoml9o5 273 6 - - NNP cord-293333-mqoml9o5 273 7 June June NNP cord-293333-mqoml9o5 273 8 to to IN cord-293333-mqoml9o5 273 9 mid mid NNP cord-293333-mqoml9o5 273 10 - - NNP cord-293333-mqoml9o5 273 11 August August NNP cord-293333-mqoml9o5 273 12 , , , cord-293333-mqoml9o5 273 13 no no DT cord-293333-mqoml9o5 273 14 patient patient NN cord-293333-mqoml9o5 273 15 was be VBD cord-293333-mqoml9o5 273 16 in in IN cord-293333-mqoml9o5 273 17 intensive intensive JJ cord-293333-mqoml9o5 273 18 care care NN cord-293333-mqoml9o5 273 19 which which WDT cord-293333-mqoml9o5 273 20 yields yield VBZ cord-293333-mqoml9o5 273 21 a a DT cord-293333-mqoml9o5 273 22 zero zero CD cord-293333-mqoml9o5 273 23 death death NN cord-293333-mqoml9o5 273 24 rate rate NN cord-293333-mqoml9o5 273 25 . . . cord-293333-mqoml9o5 274 1 This this DT cord-293333-mqoml9o5 274 2 is be VBZ cord-293333-mqoml9o5 274 3 due due JJ cord-293333-mqoml9o5 274 4 to to IN cord-293333-mqoml9o5 274 5 a a DT cord-293333-mqoml9o5 274 6 very very RB cord-293333-mqoml9o5 274 7 low low JJ cord-293333-mqoml9o5 274 8 number number NN cord-293333-mqoml9o5 274 9 of of IN cord-293333-mqoml9o5 274 10 new new JJ cord-293333-mqoml9o5 274 11 Covid-19 Covid-19 NNP cord-293333-mqoml9o5 274 12 patients patient NNS cord-293333-mqoml9o5 274 13 admissions admission NNS cord-293333-mqoml9o5 274 14 . . . cord-293333-mqoml9o5 275 1 Since since IN cord-293333-mqoml9o5 275 2 the the DT cord-293333-mqoml9o5 275 3 end end NN cord-293333-mqoml9o5 275 4 of of IN cord-293333-mqoml9o5 275 5 July July NNP cord-293333-mqoml9o5 275 6 2020 2020 CD cord-293333-mqoml9o5 275 7 , , , cord-293333-mqoml9o5 275 8 there there EX cord-293333-mqoml9o5 275 9 are be VBP cord-293333-mqoml9o5 275 10 new new JJ cord-293333-mqoml9o5 275 11 conventional conventional JJ cord-293333-mqoml9o5 275 12 hospitalizations hospitalization NNS cord-293333-mqoml9o5 275 13 , , , cord-293333-mqoml9o5 275 14 followed follow VBN cord-293333-mqoml9o5 275 15 by by IN cord-293333-mqoml9o5 275 16 intensive intensive JJ cord-293333-mqoml9o5 275 17 care care NN cord-293333-mqoml9o5 275 18 hospitalizations hospitalization NNS cord-293333-mqoml9o5 275 19 at at IN cord-293333-mqoml9o5 275 20 the the DT cord-293333-mqoml9o5 275 21 beginning beginning NN cord-293333-mqoml9o5 275 22 of of IN cord-293333-mqoml9o5 275 23 August August NNP cord-293333-mqoml9o5 275 24 2020 2020 CD cord-293333-mqoml9o5 275 25 . . . cord-293333-mqoml9o5 276 1 This this DT cord-293333-mqoml9o5 276 2 indicates indicate VBZ cord-293333-mqoml9o5 276 3 an an DT cord-293333-mqoml9o5 276 4 increase increase NN cord-293333-mqoml9o5 276 5 in in IN cord-293333-mqoml9o5 276 6 the the DT cord-293333-mqoml9o5 276 7 circulation circulation NN cord-293333-mqoml9o5 276 8 of of IN cord-293333-mqoml9o5 276 9 the the DT cord-293333-mqoml9o5 276 10 virus virus NN cord-293333-mqoml9o5 276 11 and and CC cord-293333-mqoml9o5 276 12 eventually eventually RB cord-293333-mqoml9o5 276 13 the the DT cord-293333-mqoml9o5 276 14 beginning beginning NN cord-293333-mqoml9o5 276 15 of of IN cord-293333-mqoml9o5 276 16 a a DT cord-293333-mqoml9o5 276 17 second second JJ cord-293333-mqoml9o5 276 18 epidemic epidemic NN cord-293333-mqoml9o5 276 19 wave wave NN cord-293333-mqoml9o5 276 20 . . . cord-293333-mqoml9o5 277 1 Parameter parameter NN cord-293333-mqoml9o5 277 2 α α NN cord-293333-mqoml9o5 277 3 requires require VBZ cord-293333-mqoml9o5 277 4 a a DT cord-293333-mqoml9o5 277 5 period period NN cord-293333-mqoml9o5 277 6 of of IN cord-293333-mqoml9o5 277 7 7 7 CD cord-293333-mqoml9o5 277 8 days day NNS cord-293333-mqoml9o5 277 9 to to TO cord-293333-mqoml9o5 277 10 be be VB cord-293333-mqoml9o5 277 11 estimated estimate VBN cord-293333-mqoml9o5 277 12 , , , cord-293333-mqoml9o5 277 13 so so IN cord-293333-mqoml9o5 277 14 that that IN cord-293333-mqoml9o5 277 15 the the DT cord-293333-mqoml9o5 277 16 increase increase NN cord-293333-mqoml9o5 277 17 in in IN cord-293333-mqoml9o5 277 18 mortality mortality NN cord-293333-mqoml9o5 277 19 is be VBZ cord-293333-mqoml9o5 277 20 confirmed confirm VBN cord-293333-mqoml9o5 277 21 on on IN cord-293333-mqoml9o5 277 22 mid mid NNP cord-293333-mqoml9o5 277 23 - - NNP cord-293333-mqoml9o5 277 24 August August NNP cord-293333-mqoml9o5 277 25 . . . cord-293333-mqoml9o5 278 1 In in IN cord-293333-mqoml9o5 278 2 Figure figure NN cord-293333-mqoml9o5 278 3 7 7 CD cord-293333-mqoml9o5 278 4 a a DT cord-293333-mqoml9o5 278 5 higher high JJR cord-293333-mqoml9o5 278 6 level level NN cord-293333-mqoml9o5 278 7 of of IN cord-293333-mqoml9o5 278 8 the the DT cord-293333-mqoml9o5 278 9 recovery recovery NN cord-293333-mqoml9o5 278 10 rate rate NN cord-293333-mqoml9o5 278 11 is be VBZ cord-293333-mqoml9o5 278 12 noticed notice VBN cord-293333-mqoml9o5 278 13 during during IN cord-293333-mqoml9o5 278 14 the the DT cord-293333-mqoml9o5 278 15 first first JJ cord-293333-mqoml9o5 278 16 month month NN cord-293333-mqoml9o5 278 17 of of IN cord-293333-mqoml9o5 278 18 the the DT cord-293333-mqoml9o5 278 19 lockdown lockdown NN cord-293333-mqoml9o5 278 20 , , , cord-293333-mqoml9o5 278 21 i.e. i.e. FW cord-293333-mqoml9o5 278 22 before before IN cord-293333-mqoml9o5 278 23 the the DT cord-293333-mqoml9o5 278 24 peak peak NN cord-293333-mqoml9o5 278 25 of of IN cord-293333-mqoml9o5 278 26 the the DT cord-293333-mqoml9o5 278 27 infection infection NN cord-293333-mqoml9o5 278 28 was be VBD cord-293333-mqoml9o5 278 29 reached reach VBN cord-293333-mqoml9o5 278 30 . . . cord-293333-mqoml9o5 279 1 Once once IN cord-293333-mqoml9o5 279 2 the the DT cord-293333-mqoml9o5 279 3 spread spread NN cord-293333-mqoml9o5 279 4 out out IN cord-293333-mqoml9o5 279 5 of of IN cord-293333-mqoml9o5 279 6 the the DT cord-293333-mqoml9o5 279 7 infection infection NN cord-293333-mqoml9o5 279 8 was be VBD cord-293333-mqoml9o5 279 9 under under IN cord-293333-mqoml9o5 279 10 control control NN cord-293333-mqoml9o5 279 11 , , , cord-293333-mqoml9o5 279 12 the the DT cord-293333-mqoml9o5 279 13 recovery recovery NN cord-293333-mqoml9o5 279 14 rate rate NN cord-293333-mqoml9o5 279 15 was be VBD cord-293333-mqoml9o5 279 16 somehow somehow RB cord-293333-mqoml9o5 279 17 stabilized stabilize VBN cord-293333-mqoml9o5 279 18 . . . cord-293333-mqoml9o5 280 1 Population population NN cord-293333-mqoml9o5 280 2 levels level NNS cord-293333-mqoml9o5 280 3 were be VBD cord-293333-mqoml9o5 280 4 low low JJ cord-293333-mqoml9o5 280 5 in in IN cord-293333-mqoml9o5 280 6 July July NNP cord-293333-mqoml9o5 280 7 2020 2020 CD cord-293333-mqoml9o5 280 8 : : : cord-293333-mqoml9o5 281 1 no no DT cord-293333-mqoml9o5 281 2 patients patient NNS cord-293333-mqoml9o5 281 3 in in IN cord-293333-mqoml9o5 281 4 intensive intensive JJ cord-293333-mqoml9o5 281 5 care care NN cord-293333-mqoml9o5 281 6 and and CC cord-293333-mqoml9o5 281 7 a a DT cord-293333-mqoml9o5 281 8 decrease decrease NN cord-293333-mqoml9o5 281 9 in in IN cord-293333-mqoml9o5 281 10 the the DT cord-293333-mqoml9o5 281 11 number number NN cord-293333-mqoml9o5 281 12 of of IN cord-293333-mqoml9o5 281 13 patients patient NNS cord-293333-mqoml9o5 281 14 in in IN cord-293333-mqoml9o5 281 15 conventional conventional JJ cord-293333-mqoml9o5 281 16 hospitalization hospitalization NN cord-293333-mqoml9o5 281 17 from from IN cord-293333-mqoml9o5 281 18 23 23 CD cord-293333-mqoml9o5 281 19 patients patient NNS cord-293333-mqoml9o5 281 20 at at IN cord-293333-mqoml9o5 281 21 the the DT cord-293333-mqoml9o5 281 22 beginning beginning NN cord-293333-mqoml9o5 281 23 of of IN cord-293333-mqoml9o5 281 24 the the DT cord-293333-mqoml9o5 281 25 month month NN cord-293333-mqoml9o5 281 26 to to IN cord-293333-mqoml9o5 281 27 2 2 CD cord-293333-mqoml9o5 281 28 patients patient NNS cord-293333-mqoml9o5 281 29 at at IN cord-293333-mqoml9o5 281 30 the the DT cord-293333-mqoml9o5 281 31 end end NN cord-293333-mqoml9o5 281 32 of of IN cord-293333-mqoml9o5 281 33 the the DT cord-293333-mqoml9o5 281 34 month month NN cord-293333-mqoml9o5 281 35 . . . cord-293333-mqoml9o5 282 1 Therefore therefore RB cord-293333-mqoml9o5 282 2 the the DT cord-293333-mqoml9o5 282 3 recovery recovery NN cord-293333-mqoml9o5 282 4 of of IN cord-293333-mqoml9o5 282 5 one one CD cord-293333-mqoml9o5 282 6 or or CC cord-293333-mqoml9o5 282 7 two two CD cord-293333-mqoml9o5 282 8 patients patient NNS cord-293333-mqoml9o5 282 9 will will MD cord-293333-mqoml9o5 282 10 have have VB cord-293333-mqoml9o5 282 11 a a DT cord-293333-mqoml9o5 282 12 significant significant JJ cord-293333-mqoml9o5 282 13 impact impact NN cord-293333-mqoml9o5 282 14 on on IN cord-293333-mqoml9o5 282 15 the the DT cord-293333-mqoml9o5 282 16 recovery recovery NN cord-293333-mqoml9o5 282 17 rate rate NN cord-293333-mqoml9o5 282 18 estimate estimate NN cord-293333-mqoml9o5 282 19 . . . cord-293333-mqoml9o5 283 1 Similarly similarly RB cord-293333-mqoml9o5 283 2 in in IN cord-293333-mqoml9o5 283 3 August August NNP cord-293333-mqoml9o5 283 4 2020 2020 CD cord-293333-mqoml9o5 283 5 , , , cord-293333-mqoml9o5 283 6 there there EX cord-293333-mqoml9o5 283 7 is be VBZ cord-293333-mqoml9o5 283 8 an an DT cord-293333-mqoml9o5 283 9 increase increase NN cord-293333-mqoml9o5 283 10 in in IN cord-293333-mqoml9o5 283 11 the the DT cord-293333-mqoml9o5 283 12 recovery recovery NN cord-293333-mqoml9o5 283 13 rate rate NN cord-293333-mqoml9o5 283 14 due due IN cord-293333-mqoml9o5 283 15 to to IN cord-293333-mqoml9o5 283 16 a a DT cord-293333-mqoml9o5 283 17 low low JJ cord-293333-mqoml9o5 283 18 headcount headcount NN cord-293333-mqoml9o5 283 19 . . . cord-293333-mqoml9o5 284 1 These these DT cord-293333-mqoml9o5 284 2 results result NNS cord-293333-mqoml9o5 284 3 point point VBP cord-293333-mqoml9o5 284 4 to to IN cord-293333-mqoml9o5 284 5 the the DT cord-293333-mqoml9o5 284 6 suspicion suspicion NN cord-293333-mqoml9o5 284 7 of of IN cord-293333-mqoml9o5 284 8 a a DT cord-293333-mqoml9o5 284 9 better well JJR cord-293333-mqoml9o5 284 10 patient patient JJ cord-293333-mqoml9o5 284 11 management management NN cord-293333-mqoml9o5 284 12 by by IN cord-293333-mqoml9o5 284 13 the the DT cord-293333-mqoml9o5 284 14 physicians physician NNS cord-293333-mqoml9o5 284 15 in in IN cord-293333-mqoml9o5 284 16 connection connection NN cord-293333-mqoml9o5 284 17 with with IN cord-293333-mqoml9o5 284 18 an an DT cord-293333-mqoml9o5 284 19 earlier early JJR cord-293333-mqoml9o5 284 20 treatment treatment NN cord-293333-mqoml9o5 284 21 and and CC cord-293333-mqoml9o5 284 22 to to IN cord-293333-mqoml9o5 284 23 a a DT cord-293333-mqoml9o5 284 24 massive massive JJ cord-293333-mqoml9o5 284 25 screening screening NN cord-293333-mqoml9o5 284 26 . . . cord-293333-mqoml9o5 285 1 Summarizing summarize VBG cord-293333-mqoml9o5 285 2 , , , cord-293333-mqoml9o5 285 3 a a DT cord-293333-mqoml9o5 285 4 higher high JJR cord-293333-mqoml9o5 285 5 recovery recovery NN cord-293333-mqoml9o5 285 6 rate rate NN cord-293333-mqoml9o5 285 7 in in IN cord-293333-mqoml9o5 285 8 August August NNP cord-293333-mqoml9o5 285 9 / / SYM cord-293333-mqoml9o5 285 10 September September NNP cord-293333-mqoml9o5 285 11 is be VBZ cord-293333-mqoml9o5 285 12 due due JJ cord-293333-mqoml9o5 285 13 to to IN cord-293333-mqoml9o5 285 14 a a DT cord-293333-mqoml9o5 285 15 better well JJR cord-293333-mqoml9o5 285 16 knowledge knowledge NN cord-293333-mqoml9o5 285 17 of of IN cord-293333-mqoml9o5 285 18 the the DT cord-293333-mqoml9o5 285 19 disease disease NN cord-293333-mqoml9o5 285 20 by by IN cord-293333-mqoml9o5 285 21 the the DT cord-293333-mqoml9o5 285 22 physicians physician NNS cord-293333-mqoml9o5 285 23 . . . cord-293333-mqoml9o5 286 1 The the DT cord-293333-mqoml9o5 286 2 main main JJ cord-293333-mqoml9o5 286 3 message message NN cord-293333-mqoml9o5 286 4 in in IN cord-293333-mqoml9o5 286 5 this this DT cord-293333-mqoml9o5 286 6 paper paper NN cord-293333-mqoml9o5 286 7 is be VBZ cord-293333-mqoml9o5 286 8 certainly certainly RB cord-293333-mqoml9o5 286 9 that that DT cord-293333-mqoml9o5 286 10 fast fast JJ cord-293333-mqoml9o5 286 11 , , , cord-293333-mqoml9o5 286 12 agile agile JJ cord-293333-mqoml9o5 286 13 , , , cord-293333-mqoml9o5 286 14 decentralized decentralized JJ cord-293333-mqoml9o5 286 15 and and CC cord-293333-mqoml9o5 286 16 relevant relevant JJ cord-293333-mqoml9o5 286 17 actions action NNS cord-293333-mqoml9o5 286 18 can can MD cord-293333-mqoml9o5 286 19 be be VB cord-293333-mqoml9o5 286 20 taken take VBN cord-293333-mqoml9o5 286 21 on on RP cord-293333-mqoml9o5 286 22 some some DT cord-293333-mqoml9o5 286 23 decentralized decentralized JJ cord-293333-mqoml9o5 286 24 local local JJ cord-293333-mqoml9o5 286 25 level level NN cord-293333-mqoml9o5 286 26 both both DT cord-293333-mqoml9o5 286 27 to to TO cord-293333-mqoml9o5 286 28 predict predict VB cord-293333-mqoml9o5 286 29 a a DT cord-293333-mqoml9o5 286 30 new new JJ cord-293333-mqoml9o5 286 31 wave wave NN cord-293333-mqoml9o5 286 32 of of IN cord-293333-mqoml9o5 286 33 the the DT cord-293333-mqoml9o5 286 34 COVID-19 covid-19 JJ cord-293333-mqoml9o5 286 35 pandemic pandemic NN cord-293333-mqoml9o5 286 36 and and CC cord-293333-mqoml9o5 286 37 to to TO cord-293333-mqoml9o5 286 38 assess assess VB cord-293333-mqoml9o5 286 39 the the DT cord-293333-mqoml9o5 286 40 real real JJ cord-293333-mqoml9o5 286 41 - - HYPH cord-293333-mqoml9o5 286 42 time time NN cord-293333-mqoml9o5 286 43 efficiency efficiency NN cord-293333-mqoml9o5 286 44 of of IN cord-293333-mqoml9o5 286 45 treatments treatment NNS cord-293333-mqoml9o5 286 46 or or CC cord-293333-mqoml9o5 286 47 of of IN cord-293333-mqoml9o5 286 48 the the DT cord-293333-mqoml9o5 286 49 health health NN cord-293333-mqoml9o5 286 50 policy policy NN cord-293333-mqoml9o5 286 51 . . . cord-293333-mqoml9o5 287 1 A a DT cord-293333-mqoml9o5 287 2 local local JJ cord-293333-mqoml9o5 287 3 mathematical mathematical JJ cord-293333-mqoml9o5 287 4 model model NN cord-293333-mqoml9o5 287 5 of of IN cord-293333-mqoml9o5 287 6 flows flow NNS cord-293333-mqoml9o5 287 7 of of IN cord-293333-mqoml9o5 287 8 patients patient NNS cord-293333-mqoml9o5 287 9 will will MD cord-293333-mqoml9o5 287 10 not not RB cord-293333-mqoml9o5 287 11 stand stand VB cord-293333-mqoml9o5 287 12 in in IN cord-293333-mqoml9o5 287 13 competition competition NN cord-293333-mqoml9o5 287 14 with with IN cord-293333-mqoml9o5 287 15 a a DT cord-293333-mqoml9o5 287 16 standard standard NN cord-293333-mqoml9o5 287 17 or or CC cord-293333-mqoml9o5 287 18 upgraded upgrade VBN cord-293333-mqoml9o5 287 19 centralized centralize VBN cord-293333-mqoml9o5 287 20 SIR SIR NNP cord-293333-mqoml9o5 287 21 type type NN cord-293333-mqoml9o5 287 22 model model NN cord-293333-mqoml9o5 287 23 but but CC cord-293333-mqoml9o5 287 24 it -PRON- PRP cord-293333-mqoml9o5 287 25 will will MD cord-293333-mqoml9o5 287 26 give give VB cord-293333-mqoml9o5 287 27 additional additional JJ cord-293333-mqoml9o5 287 28 insights insight NNS cord-293333-mqoml9o5 287 29 to to IN cord-293333-mqoml9o5 287 30 the the DT cord-293333-mqoml9o5 287 31 dynamics dynamic NNS cord-293333-mqoml9o5 287 32 to to TO cord-293333-mqoml9o5 287 33 help help VB cord-293333-mqoml9o5 287 34 decisions decision NNS cord-293333-mqoml9o5 287 35 at at IN cord-293333-mqoml9o5 287 36 the the DT cord-293333-mqoml9o5 287 37 local local JJ cord-293333-mqoml9o5 287 38 level level NN cord-293333-mqoml9o5 287 39 of of IN cord-293333-mqoml9o5 287 40 a a DT cord-293333-mqoml9o5 287 41 regional regional JJ cord-293333-mqoml9o5 287 42 hospital hospital NN cord-293333-mqoml9o5 287 43 . . . cord-293333-mqoml9o5 288 1 The the DT cord-293333-mqoml9o5 288 2 information information NN cord-293333-mqoml9o5 288 3 provided provide VBN cord-293333-mqoml9o5 288 4 by by IN cord-293333-mqoml9o5 288 5 local local JJ cord-293333-mqoml9o5 288 6 data datum NNS cord-293333-mqoml9o5 288 7 can can MD cord-293333-mqoml9o5 288 8 be be VB cord-293333-mqoml9o5 288 9 easily easily RB cord-293333-mqoml9o5 288 10 collected collect VBN cord-293333-mqoml9o5 288 11 from from IN cord-293333-mqoml9o5 288 12 any any DT cord-293333-mqoml9o5 288 13 hospital hospital NN cord-293333-mqoml9o5 288 14 . . . cord-293333-mqoml9o5 289 1 This this DT cord-293333-mqoml9o5 289 2 information information NN cord-293333-mqoml9o5 289 3 is be VBZ cord-293333-mqoml9o5 289 4 rich rich JJ cord-293333-mqoml9o5 289 5 enough enough RB cord-293333-mqoml9o5 289 6 to to TO cord-293333-mqoml9o5 289 7 capture capture VB cord-293333-mqoml9o5 289 8 essential essential JJ cord-293333-mqoml9o5 289 9 indicators indicator NNS cord-293333-mqoml9o5 289 10 about about IN cord-293333-mqoml9o5 289 11 the the DT cord-293333-mqoml9o5 289 12 local local JJ cord-293333-mqoml9o5 289 13 health health NN cord-293333-mqoml9o5 289 14 status status NN cord-293333-mqoml9o5 289 15 of of IN cord-293333-mqoml9o5 289 16 the the DT cord-293333-mqoml9o5 289 17 regional regional JJ cord-293333-mqoml9o5 289 18 population population NN cord-293333-mqoml9o5 289 19 . . . cord-293333-mqoml9o5 290 1 Not not RB cord-293333-mqoml9o5 290 2 only only RB cord-293333-mqoml9o5 290 3 this this DT cord-293333-mqoml9o5 290 4 information information NN cord-293333-mqoml9o5 290 5 is be VBZ cord-293333-mqoml9o5 290 6 easy easy JJ cord-293333-mqoml9o5 290 7 to to TO cord-293333-mqoml9o5 290 8 obtain obtain VB cord-293333-mqoml9o5 290 9 and and CC cord-293333-mqoml9o5 290 10 does do VBZ cord-293333-mqoml9o5 290 11 not not RB cord-293333-mqoml9o5 290 12 require require VB cord-293333-mqoml9o5 290 13 the the DT cord-293333-mqoml9o5 290 14 involvement involvement NN cord-293333-mqoml9o5 290 15 of of IN cord-293333-mqoml9o5 290 16 any any DT cord-293333-mqoml9o5 290 17 national national JJ cord-293333-mqoml9o5 290 18 health health NN cord-293333-mqoml9o5 290 19 agency agency NN cord-293333-mqoml9o5 290 20 , , , cord-293333-mqoml9o5 290 21 but but CC cord-293333-mqoml9o5 290 22 it -PRON- PRP cord-293333-mqoml9o5 290 23 is be VBZ cord-293333-mqoml9o5 290 24 also also RB cord-293333-mqoml9o5 290 25 more more RBR cord-293333-mqoml9o5 290 26 precise precise JJ cord-293333-mqoml9o5 290 27 in in IN cord-293333-mqoml9o5 290 28 the the DT cord-293333-mqoml9o5 290 29 sense sense NN cord-293333-mqoml9o5 290 30 that that IN cord-293333-mqoml9o5 290 31 it -PRON- PRP cord-293333-mqoml9o5 290 32 gives give VBZ cord-293333-mqoml9o5 290 33 a a DT cord-293333-mqoml9o5 290 34 smaller small JJR cord-293333-mqoml9o5 290 35 granularity granularity NN cord-293333-mqoml9o5 290 36 picture picture NN cord-293333-mqoml9o5 290 37 of of IN cord-293333-mqoml9o5 290 38 the the DT cord-293333-mqoml9o5 290 39 health health NN cord-293333-mqoml9o5 290 40 situation situation NN cord-293333-mqoml9o5 290 41 . . . cord-293333-mqoml9o5 291 1 It -PRON- PRP cord-293333-mqoml9o5 291 2 is be VBZ cord-293333-mqoml9o5 291 3 wellknown wellknown JJ cord-293333-mqoml9o5 291 4 that that IN cord-293333-mqoml9o5 291 5 this this DT cord-293333-mqoml9o5 291 6 situation situation NN cord-293333-mqoml9o5 291 7 can can MD cord-293333-mqoml9o5 291 8 be be VB cord-293333-mqoml9o5 291 9 dramatically dramatically RB cord-293333-mqoml9o5 291 10 different different JJ cord-293333-mqoml9o5 291 11 from from IN cord-293333-mqoml9o5 291 12 one one CD cord-293333-mqoml9o5 291 13 region region NN cord-293333-mqoml9o5 291 14 to to IN cord-293333-mqoml9o5 291 15 the the DT cord-293333-mqoml9o5 291 16 other other JJ cord-293333-mqoml9o5 291 17 ; ; : cord-293333-mqoml9o5 291 18 for for IN cord-293333-mqoml9o5 291 19 instance instance NN cord-293333-mqoml9o5 291 20 , , , cord-293333-mqoml9o5 291 21 the the DT cord-293333-mqoml9o5 291 22 Bergamo Bergamo NNP cord-293333-mqoml9o5 291 23 region region NN cord-293333-mqoml9o5 291 24 in in IN cord-293333-mqoml9o5 291 25 Italy Italy NNP cord-293333-mqoml9o5 291 26 had have VBD cord-293333-mqoml9o5 291 27 a a DT cord-293333-mqoml9o5 291 28 very very RB cord-293333-mqoml9o5 291 29 different different JJ cord-293333-mqoml9o5 291 30 status status NN cord-293333-mqoml9o5 291 31 when when WRB cord-293333-mqoml9o5 291 32 compared compare VBN cord-293333-mqoml9o5 291 33 with with IN cord-293333-mqoml9o5 291 34 the the DT cord-293333-mqoml9o5 291 35 south south NN cord-293333-mqoml9o5 291 36 of of IN cord-293333-mqoml9o5 291 37 Italy Italy NNP cord-293333-mqoml9o5 291 38 as as IN cord-293333-mqoml9o5 291 39 shown show VBN cord-293333-mqoml9o5 291 40 in in IN cord-293333-mqoml9o5 291 41 Alicandro Alicandro NNP cord-293333-mqoml9o5 291 42 et et NNP cord-293333-mqoml9o5 291 43 al al NNP cord-293333-mqoml9o5 291 44 . . . cord-293333-mqoml9o5 292 1 [ [ -LRB- cord-293333-mqoml9o5 292 2 2020 2020 CD cord-293333-mqoml9o5 292 3 ] ] -RRB- cord-293333-mqoml9o5 292 4 . . . cord-293333-mqoml9o5 293 1 Similarly similarly RB cord-293333-mqoml9o5 293 2 , , , cord-293333-mqoml9o5 293 3 the the DT cord-293333-mqoml9o5 293 4 Mulhouse Mulhouse NNP cord-293333-mqoml9o5 293 5 region region NN cord-293333-mqoml9o5 293 6 in in IN cord-293333-mqoml9o5 293 7 France France NNP cord-293333-mqoml9o5 293 8 was be VBD cord-293333-mqoml9o5 293 9 one one CD cord-293333-mqoml9o5 293 10 of of IN cord-293333-mqoml9o5 293 11 the the DT cord-293333-mqoml9o5 293 12 major major JJ cord-293333-mqoml9o5 293 13 clusters cluster NNS cord-293333-mqoml9o5 293 14 , , , cord-293333-mqoml9o5 293 15 see see VB cord-293333-mqoml9o5 293 16 Kuteifan Kuteifan NNP cord-293333-mqoml9o5 293 17 et et NNP cord-293333-mqoml9o5 293 18 al al NNP cord-293333-mqoml9o5 293 19 . . . cord-293333-mqoml9o5 294 1 [ [ -LRB- cord-293333-mqoml9o5 294 2 2020 2020 CD cord-293333-mqoml9o5 294 3 ] ] -RRB- cord-293333-mqoml9o5 294 4 , , , cord-293333-mqoml9o5 294 5 with with IN cord-293333-mqoml9o5 294 6 a a DT cord-293333-mqoml9o5 294 7 much much RB cord-293333-mqoml9o5 294 8 higher high JJR cord-293333-mqoml9o5 294 9 infection infection NN cord-293333-mqoml9o5 294 10 rate rate NN cord-293333-mqoml9o5 294 11 than than IN cord-293333-mqoml9o5 294 12 western western JJ cord-293333-mqoml9o5 294 13 french french JJ cord-293333-mqoml9o5 294 14 regions region NNS cord-293333-mqoml9o5 294 15 along along IN cord-293333-mqoml9o5 294 16 the the DT cord-293333-mqoml9o5 294 17 Atlantic atlantic JJ cord-293333-mqoml9o5 294 18 coast coast NN cord-293333-mqoml9o5 294 19 . . . cord-293333-mqoml9o5 295 1 Data datum NNS cord-293333-mqoml9o5 295 2 were be VBD cord-293333-mqoml9o5 295 3 collected collect VBN cord-293333-mqoml9o5 295 4 during during IN cord-293333-mqoml9o5 295 5 and and CC cord-293333-mqoml9o5 295 6 after after IN cord-293333-mqoml9o5 295 7 the the DT cord-293333-mqoml9o5 295 8 lockdown lockdown NN cord-293333-mqoml9o5 295 9 period period NN cord-293333-mqoml9o5 295 10 from from IN cord-293333-mqoml9o5 295 11 the the DT cord-293333-mqoml9o5 295 12 Medical Medical NNP cord-293333-mqoml9o5 295 13 Information Information NNP cord-293333-mqoml9o5 295 14 Department Department NNP cord-293333-mqoml9o5 295 15 of of IN cord-293333-mqoml9o5 295 16 Nantes Nantes NNP cord-293333-mqoml9o5 295 17 University University NNP cord-293333-mqoml9o5 295 18 Hospital Hospital NNP cord-293333-mqoml9o5 295 19 Center Center NNP cord-293333-mqoml9o5 295 20 . . . cord-293333-mqoml9o5 296 1 Such such PDT cord-293333-mqoml9o5 296 2 a a DT cord-293333-mqoml9o5 296 3 low low JJ cord-293333-mqoml9o5 296 4 cost cost NN cord-293333-mqoml9o5 296 5 information information NN cord-293333-mqoml9o5 296 6 is be VBZ cord-293333-mqoml9o5 296 7 able able JJ cord-293333-mqoml9o5 296 8 to to TO cord-293333-mqoml9o5 296 9 provide provide VB cord-293333-mqoml9o5 296 10 an an DT cord-293333-mqoml9o5 296 11 early early JJ cord-293333-mqoml9o5 296 12 alert alert NN cord-293333-mqoml9o5 296 13 about about IN cord-293333-mqoml9o5 296 14 a a DT cord-293333-mqoml9o5 296 15 second second JJ cord-293333-mqoml9o5 296 16 wave wave NN cord-293333-mqoml9o5 296 17 of of IN cord-293333-mqoml9o5 296 18 the the DT cord-293333-mqoml9o5 296 19 infection infection NN cord-293333-mqoml9o5 296 20 . . . cord-293333-mqoml9o5 297 1 In in IN cord-293333-mqoml9o5 297 2 this this DT cord-293333-mqoml9o5 297 3 sense sense NN cord-293333-mqoml9o5 297 4 , , , cord-293333-mqoml9o5 297 5 it -PRON- PRP cord-293333-mqoml9o5 297 6 is be VBZ cord-293333-mqoml9o5 297 7 an an DT cord-293333-mqoml9o5 297 8 agile agile JJ cord-293333-mqoml9o5 297 9 and and CC cord-293333-mqoml9o5 297 10 precise precise JJ cord-293333-mqoml9o5 297 11 tool tool NN cord-293333-mqoml9o5 297 12 able able JJ cord-293333-mqoml9o5 297 13 to to TO cord-293333-mqoml9o5 297 14 complement complement VB cord-293333-mqoml9o5 297 15 official official JJ cord-293333-mqoml9o5 297 16 figures figure NNS cord-293333-mqoml9o5 297 17 published publish VBN cord-293333-mqoml9o5 297 18 by by IN cord-293333-mqoml9o5 297 19 central central JJ cord-293333-mqoml9o5 297 20 health health NN cord-293333-mqoml9o5 297 21 agencies agency NNS cord-293333-mqoml9o5 297 22 . . . cord-293333-mqoml9o5 298 1 We -PRON- PRP cord-293333-mqoml9o5 298 2 wish wish VBP cord-293333-mqoml9o5 298 3 to to TO cord-293333-mqoml9o5 298 4 confirm confirm VB cord-293333-mqoml9o5 298 5 that that IN cord-293333-mqoml9o5 298 6 there there EX cord-293333-mqoml9o5 298 7 are be VBP cord-293333-mqoml9o5 298 8 no no DT cord-293333-mqoml9o5 298 9 known know VBN cord-293333-mqoml9o5 298 10 conflicts conflict NNS cord-293333-mqoml9o5 298 11 of of IN cord-293333-mqoml9o5 298 12 interest interest NN cord-293333-mqoml9o5 298 13 associated associate VBN cord-293333-mqoml9o5 298 14 with with IN cord-293333-mqoml9o5 298 15 this this DT cord-293333-mqoml9o5 298 16 publication publication NN cord-293333-mqoml9o5 298 17 and and CC cord-293333-mqoml9o5 298 18 there there EX cord-293333-mqoml9o5 298 19 has have VBZ cord-293333-mqoml9o5 298 20 been be VBN cord-293333-mqoml9o5 298 21 no no DT cord-293333-mqoml9o5 298 22 significant significant JJ cord-293333-mqoml9o5 298 23 financial financial JJ cord-293333-mqoml9o5 298 24 support support NN cord-293333-mqoml9o5 298 25 for for IN cord-293333-mqoml9o5 298 26 this this DT cord-293333-mqoml9o5 298 27 work work NN cord-293333-mqoml9o5 298 28 that that WDT cord-293333-mqoml9o5 298 29 could could MD cord-293333-mqoml9o5 298 30 have have VB cord-293333-mqoml9o5 298 31 influenced influence VBN cord-293333-mqoml9o5 298 32 its -PRON- PRP$ cord-293333-mqoml9o5 298 33 outcome outcome NN cord-293333-mqoml9o5 298 34 . . . cord-293333-mqoml9o5 299 1 We -PRON- PRP cord-293333-mqoml9o5 299 2 confirm confirm VBP cord-293333-mqoml9o5 299 3 that that IN cord-293333-mqoml9o5 299 4 the the DT cord-293333-mqoml9o5 299 5 manuscript manuscript NN cord-293333-mqoml9o5 299 6 has have VBZ cord-293333-mqoml9o5 299 7 been be VBN cord-293333-mqoml9o5 299 8 read read VBN cord-293333-mqoml9o5 299 9 and and CC cord-293333-mqoml9o5 299 10 approved approve VBN cord-293333-mqoml9o5 299 11 by by IN cord-293333-mqoml9o5 299 12 all all DT cord-293333-mqoml9o5 299 13 named name VBN cord-293333-mqoml9o5 299 14 authors author NNS cord-293333-mqoml9o5 299 15 and and CC cord-293333-mqoml9o5 299 16 that that IN cord-293333-mqoml9o5 299 17 there there EX cord-293333-mqoml9o5 299 18 are be VBP cord-293333-mqoml9o5 299 19 no no DT cord-293333-mqoml9o5 299 20 other other JJ cord-293333-mqoml9o5 299 21 persons person NNS cord-293333-mqoml9o5 299 22 who who WP cord-293333-mqoml9o5 299 23 satisfied satisfy VBD cord-293333-mqoml9o5 299 24 the the DT cord-293333-mqoml9o5 299 25 criteria criterion NNS cord-293333-mqoml9o5 299 26 for for IN cord-293333-mqoml9o5 299 27 authorship authorship NN cord-293333-mqoml9o5 299 28 but but CC cord-293333-mqoml9o5 299 29 are be VBP cord-293333-mqoml9o5 299 30 not not RB cord-293333-mqoml9o5 299 31 listed list VBN cord-293333-mqoml9o5 299 32 . . . cord-293333-mqoml9o5 300 1 We -PRON- PRP cord-293333-mqoml9o5 300 2 further further RB cord-293333-mqoml9o5 300 3 confirm confirm VBP cord-293333-mqoml9o5 300 4 that that IN cord-293333-mqoml9o5 300 5 the the DT cord-293333-mqoml9o5 300 6 order order NN cord-293333-mqoml9o5 300 7 of of IN cord-293333-mqoml9o5 300 8 authors author NNS cord-293333-mqoml9o5 300 9 listed list VBN cord-293333-mqoml9o5 300 10 in in IN cord-293333-mqoml9o5 300 11 the the DT cord-293333-mqoml9o5 300 12 manuscript manuscript NN cord-293333-mqoml9o5 300 13 has have VBZ cord-293333-mqoml9o5 300 14 been be VBN cord-293333-mqoml9o5 300 15 approved approve VBN cord-293333-mqoml9o5 300 16 by by IN cord-293333-mqoml9o5 300 17 all all DT cord-293333-mqoml9o5 300 18 of of IN cord-293333-mqoml9o5 300 19 us -PRON- PRP cord-293333-mqoml9o5 300 20 . . . cord-293333-mqoml9o5 301 1 We -PRON- PRP cord-293333-mqoml9o5 301 2 confirm confirm VBP cord-293333-mqoml9o5 301 3 that that IN cord-293333-mqoml9o5 301 4 we -PRON- PRP cord-293333-mqoml9o5 301 5 have have VBP cord-293333-mqoml9o5 301 6 given give VBN cord-293333-mqoml9o5 301 7 due due JJ cord-293333-mqoml9o5 301 8 consideration consideration NN cord-293333-mqoml9o5 301 9 to to IN cord-293333-mqoml9o5 301 10 the the DT cord-293333-mqoml9o5 301 11 protection protection NN cord-293333-mqoml9o5 301 12 of of IN cord-293333-mqoml9o5 301 13 intellectual intellectual JJ cord-293333-mqoml9o5 301 14 property property NN cord-293333-mqoml9o5 301 15 associated associate VBN cord-293333-mqoml9o5 301 16 with with IN cord-293333-mqoml9o5 301 17 this this DT cord-293333-mqoml9o5 301 18 work work NN cord-293333-mqoml9o5 301 19 and and CC cord-293333-mqoml9o5 301 20 that that IN cord-293333-mqoml9o5 301 21 there there EX cord-293333-mqoml9o5 301 22 are be VBP cord-293333-mqoml9o5 301 23 no no DT cord-293333-mqoml9o5 301 24 impediments impediment NNS cord-293333-mqoml9o5 301 25 to to IN cord-293333-mqoml9o5 301 26 publication publication NN cord-293333-mqoml9o5 301 27 , , , cord-293333-mqoml9o5 301 28 including include VBG cord-293333-mqoml9o5 301 29 the the DT cord-293333-mqoml9o5 301 30 timing timing NN cord-293333-mqoml9o5 301 31 of of IN cord-293333-mqoml9o5 301 32 publication publication NN cord-293333-mqoml9o5 301 33 , , , cord-293333-mqoml9o5 301 34 with with IN cord-293333-mqoml9o5 301 35 respect respect NN cord-293333-mqoml9o5 301 36 to to IN cord-293333-mqoml9o5 301 37 intellectual intellectual JJ cord-293333-mqoml9o5 301 38 property property NN cord-293333-mqoml9o5 301 39 . . . cord-293333-mqoml9o5 302 1 In in IN cord-293333-mqoml9o5 302 2 so so RB cord-293333-mqoml9o5 302 3 doing do VBG cord-293333-mqoml9o5 302 4 we -PRON- PRP cord-293333-mqoml9o5 302 5 confirm confirm VBP cord-293333-mqoml9o5 302 6 that that IN cord-293333-mqoml9o5 302 7 we -PRON- PRP cord-293333-mqoml9o5 302 8 have have VBP cord-293333-mqoml9o5 302 9 followed follow VBN cord-293333-mqoml9o5 302 10 the the DT cord-293333-mqoml9o5 302 11 regulations regulation NNS cord-293333-mqoml9o5 302 12 of of IN cord-293333-mqoml9o5 302 13 our -PRON- PRP$ cord-293333-mqoml9o5 302 14 institutions institution NNS cord-293333-mqoml9o5 302 15 concerning concern VBG cord-293333-mqoml9o5 302 16 intellectual intellectual JJ cord-293333-mqoml9o5 302 17 property property NN cord-293333-mqoml9o5 302 18 . . . cord-293333-mqoml9o5 303 1 We -PRON- PRP cord-293333-mqoml9o5 303 2 understand understand VBP cord-293333-mqoml9o5 303 3 that that IN cord-293333-mqoml9o5 303 4 the the DT cord-293333-mqoml9o5 303 5 Corresponding Corresponding NNP cord-293333-mqoml9o5 303 6 Author author NN cord-293333-mqoml9o5 303 7 is be VBZ cord-293333-mqoml9o5 303 8 the the DT cord-293333-mqoml9o5 303 9 sole sole JJ cord-293333-mqoml9o5 303 10 contact contact NN cord-293333-mqoml9o5 303 11 for for IN cord-293333-mqoml9o5 303 12 the the DT cord-293333-mqoml9o5 303 13 Editorial Editorial NNP cord-293333-mqoml9o5 303 14 process process NN cord-293333-mqoml9o5 303 15 ( ( -LRB- cord-293333-mqoml9o5 303 16 including include VBG cord-293333-mqoml9o5 303 17 Editorial Editorial NNP cord-293333-mqoml9o5 303 18 Manager Manager NNP cord-293333-mqoml9o5 303 19 and and CC cord-293333-mqoml9o5 303 20 direct direct JJ cord-293333-mqoml9o5 303 21 communications communication NNS cord-293333-mqoml9o5 303 22 with with IN cord-293333-mqoml9o5 303 23 the the DT cord-293333-mqoml9o5 303 24 office office NN cord-293333-mqoml9o5 303 25 ) ) -RRB- cord-293333-mqoml9o5 303 26 . . . cord-293333-mqoml9o5 304 1 He/ He/ NNP cord-293333-mqoml9o5 305 1 she -PRON- PRP cord-293333-mqoml9o5 305 2 is be VBZ cord-293333-mqoml9o5 305 3 responsible responsible JJ cord-293333-mqoml9o5 305 4 for for IN cord-293333-mqoml9o5 305 5 communicating communicate VBG cord-293333-mqoml9o5 305 6 with with IN cord-293333-mqoml9o5 305 7 the the DT cord-293333-mqoml9o5 305 8 other other JJ cord-293333-mqoml9o5 305 9 authors author NNS cord-293333-mqoml9o5 305 10 about about IN cord-293333-mqoml9o5 305 11 progress progress NN cord-293333-mqoml9o5 305 12 , , , cord-293333-mqoml9o5 305 13 submissions submission NNS cord-293333-mqoml9o5 305 14 of of IN cord-293333-mqoml9o5 305 15 revisions revision NNS cord-293333-mqoml9o5 305 16 and and CC cord-293333-mqoml9o5 305 17 final final JJ cord-293333-mqoml9o5 305 18 approval approval NN cord-293333-mqoml9o5 305 19 of of IN cord-293333-mqoml9o5 305 20 proofs proof NNS cord-293333-mqoml9o5 305 21 . . . cord-293333-mqoml9o5 306 1 We -PRON- PRP cord-293333-mqoml9o5 306 2 confirm confirm VBP cord-293333-mqoml9o5 306 3 that that IN cord-293333-mqoml9o5 306 4 we -PRON- PRP cord-293333-mqoml9o5 306 5 have have VBP cord-293333-mqoml9o5 306 6 provided provide VBN cord-293333-mqoml9o5 306 7 a a DT cord-293333-mqoml9o5 306 8 current current JJ cord-293333-mqoml9o5 306 9 , , , cord-293333-mqoml9o5 306 10 correct correct JJ cord-293333-mqoml9o5 306 11 email email NN cord-293333-mqoml9o5 306 12 address address NN cord-293333-mqoml9o5 306 13 which which WDT cord-293333-mqoml9o5 306 14 is be VBZ cord-293333-mqoml9o5 306 15 accessible accessible JJ cord-293333-mqoml9o5 306 16 by by IN cord-293333-mqoml9o5 306 17 the the DT cord-293333-mqoml9o5 306 18 Corresponding Corresponding NNP cord-293333-mqoml9o5 306 19 Author author NN cord-293333-mqoml9o5 306 20 . . . cord-293333-mqoml9o5 307 1 Signed sign VBN cord-293333-mqoml9o5 307 2 by by IN cord-293333-mqoml9o5 307 3 all all DT cord-293333-mqoml9o5 307 4 authors author NNS cord-293333-mqoml9o5 307 5 as as IN cord-293333-mqoml9o5 307 6 follows follow VBZ cord-293333-mqoml9o5 307 7 : : : cord-293333-mqoml9o5 307 8 Italy Italy NNP cord-293333-mqoml9o5 307 9 's 's POS cord-293333-mqoml9o5 307 10 first first JJ cord-293333-mqoml9o5 307 11 wave wave NN cord-293333-mqoml9o5 307 12 of of IN cord-293333-mqoml9o5 307 13 the the DT cord-293333-mqoml9o5 307 14 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 307 15 pandemic pandemic NN cord-293333-mqoml9o5 307 16 has have VBZ cord-293333-mqoml9o5 307 17 ended end VBN cord-293333-mqoml9o5 307 18 : : : cord-293333-mqoml9o5 307 19 no no DT cord-293333-mqoml9o5 307 20 excess excess JJ cord-293333-mqoml9o5 307 21 mortality mortality NN cord-293333-mqoml9o5 307 22 in in IN cord-293333-mqoml9o5 307 23 May May NNP cord-293333-mqoml9o5 307 24 Observability Observability NNP cord-293333-mqoml9o5 307 25 of of IN cord-293333-mqoml9o5 307 26 nonlinear nonlinear JJ cord-293333-mqoml9o5 307 27 time time NN cord-293333-mqoml9o5 307 28 - - HYPH cord-293333-mqoml9o5 307 29 delay delay NN cord-293333-mqoml9o5 307 30 systems system NNS cord-293333-mqoml9o5 307 31 and and CC cord-293333-mqoml9o5 307 32 its -PRON- PRP$ cord-293333-mqoml9o5 307 33 application application NN cord-293333-mqoml9o5 307 34 to to IN cord-293333-mqoml9o5 307 35 their -PRON- PRP$ cord-293333-mqoml9o5 307 36 state state NN cord-293333-mqoml9o5 307 37 realization realization NN cord-293333-mqoml9o5 308 1 A a DT cord-293333-mqoml9o5 308 2 control control NN cord-293333-mqoml9o5 308 3 systems system NNS cord-293333-mqoml9o5 308 4 analysis analysis NN cord-293333-mqoml9o5 308 5 of of IN cord-293333-mqoml9o5 308 6 HIV HIV NNP cord-293333-mqoml9o5 308 7 prevention prevention NN cord-293333-mqoml9o5 308 8 model model NN cord-293333-mqoml9o5 308 9 using use VBG cord-293333-mqoml9o5 308 10 impulsive impulsive JJ cord-293333-mqoml9o5 308 11 input input NN cord-293333-mqoml9o5 308 12 Dynamical dynamical JJ cord-293333-mqoml9o5 308 13 evolution evolution NN cord-293333-mqoml9o5 308 14 of of IN cord-293333-mqoml9o5 308 15 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 308 16 in in IN cord-293333-mqoml9o5 308 17 Italy Italy NNP cord-293333-mqoml9o5 308 18 with with IN cord-293333-mqoml9o5 308 19 an an DT cord-293333-mqoml9o5 308 20 evaluation evaluation NN cord-293333-mqoml9o5 308 21 of of IN cord-293333-mqoml9o5 308 22 the the DT cord-293333-mqoml9o5 308 23 size size NN cord-293333-mqoml9o5 308 24 of of IN cord-293333-mqoml9o5 308 25 the the DT cord-293333-mqoml9o5 308 26 asymptomatic asymptomatic JJ cord-293333-mqoml9o5 308 27 infective infective JJ cord-293333-mqoml9o5 308 28 population population NN cord-293333-mqoml9o5 308 29 A a DT cord-293333-mqoml9o5 308 30 novel novel JJ cord-293333-mqoml9o5 308 31 COVID-19 covid-19 CD cord-293333-mqoml9o5 308 32 epidemiological epidemiological JJ cord-293333-mqoml9o5 308 33 model model NN cord-293333-mqoml9o5 308 34 with with IN cord-293333-mqoml9o5 308 35 explicit explicit JJ cord-293333-mqoml9o5 308 36 susceptible susceptible JJ cord-293333-mqoml9o5 308 37 and and CC cord-293333-mqoml9o5 308 38 asymptomatic asymptomatic JJ cord-293333-mqoml9o5 308 39 isolation isolation NN cord-293333-mqoml9o5 308 40 compartments compartment NNS cord-293333-mqoml9o5 308 41 reveals reveal VBZ cord-293333-mqoml9o5 308 42 unexpected unexpected JJ cord-293333-mqoml9o5 308 43 consequences consequence NNS cord-293333-mqoml9o5 308 44 of of IN cord-293333-mqoml9o5 308 45 timing time VBG cord-293333-mqoml9o5 308 46 social social JJ cord-293333-mqoml9o5 308 47 distancing distancing NN cord-293333-mqoml9o5 308 48 , , , cord-293333-mqoml9o5 308 49 medRxiv medRxiv NNP cord-293333-mqoml9o5 308 50 Modelling model VBG cord-293333-mqoml9o5 308 51 the the DT cord-293333-mqoml9o5 308 52 COVID-19 covid-19 JJ cord-293333-mqoml9o5 308 53 epidemic epidemic NN cord-293333-mqoml9o5 308 54 and and CC cord-293333-mqoml9o5 308 55 implementation implementation NN cord-293333-mqoml9o5 308 56 of of IN cord-293333-mqoml9o5 308 57 population population NN cord-293333-mqoml9o5 308 58 - - HYPH cord-293333-mqoml9o5 308 59 wide wide JJ cord-293333-mqoml9o5 308 60 interventions intervention NNS cord-293333-mqoml9o5 308 61 in in IN cord-293333-mqoml9o5 308 62 Italy Italy NNP cord-293333-mqoml9o5 309 1 In in IN cord-293333-mqoml9o5 309 2 - - HYPH cord-293333-mqoml9o5 309 3 host host NN cord-293333-mqoml9o5 309 4 Modelling Modelling NNP cord-293333-mqoml9o5 309 5 of of IN cord-293333-mqoml9o5 309 6 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 309 7 Kinetics Kinetics NNP cord-293333-mqoml9o5 309 8 in in IN cord-293333-mqoml9o5 309 9 Humans Humans NNPS cord-293333-mqoml9o5 309 10 , , , cord-293333-mqoml9o5 309 11 medRxiv medRxiv NNP cord-293333-mqoml9o5 310 1 A a DT cord-293333-mqoml9o5 310 2 Contribution contribution NN cord-293333-mqoml9o5 310 3 to to IN cord-293333-mqoml9o5 310 4 the the DT cord-293333-mqoml9o5 310 5 Mathematical Mathematical NNP cord-293333-mqoml9o5 310 6 Theory Theory NNP cord-293333-mqoml9o5 310 7 of of IN cord-293333-mqoml9o5 310 8 Epidemics epidemic NNS cord-293333-mqoml9o5 311 1 A a DT cord-293333-mqoml9o5 311 2 Novel Novel NNP cord-293333-mqoml9o5 311 3 Coronavirus Coronavirus NNP cord-293333-mqoml9o5 311 4 Associated Associated NNP cord-293333-mqoml9o5 311 5 with with IN cord-293333-mqoml9o5 311 6 Severe severe JJ cord-293333-mqoml9o5 311 7 Acute acute JJ cord-293333-mqoml9o5 311 8 Respiratory respiratory JJ cord-293333-mqoml9o5 311 9 Syndrome syndrome NN cord-293333-mqoml9o5 312 1 The the DT cord-293333-mqoml9o5 312 2 outbreak outbreak NN cord-293333-mqoml9o5 312 3 of of IN cord-293333-mqoml9o5 312 4 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 312 5 in in IN cord-293333-mqoml9o5 312 6 Mulhouse Mulhouse NNP cord-293333-mqoml9o5 312 7 : : : cord-293333-mqoml9o5 312 8 Hospital hospital NN cord-293333-mqoml9o5 312 9 crisis crisis NN cord-293333-mqoml9o5 312 10 management management NN cord-293333-mqoml9o5 312 11 and and CC cord-293333-mqoml9o5 312 12 deployment deployment NN cord-293333-mqoml9o5 312 13 of of IN cord-293333-mqoml9o5 312 14 military military JJ cord-293333-mqoml9o5 312 15 hospital hospital NN cord-293333-mqoml9o5 312 16 during during IN cord-293333-mqoml9o5 312 17 the the DT cord-293333-mqoml9o5 312 18 outbreak outbreak NN cord-293333-mqoml9o5 312 19 of of IN cord-293333-mqoml9o5 312 20 COVID-19 COVID-19 NNP cord-293333-mqoml9o5 312 21 in in IN cord-293333-mqoml9o5 312 22 Mulhouse Mulhouse NNP cord-293333-mqoml9o5 312 23 Analysis Analysis NNP cord-293333-mqoml9o5 312 24 of of IN cord-293333-mqoml9o5 312 25 nonlinear nonlinear JJ cord-293333-mqoml9o5 312 26 time time NN cord-293333-mqoml9o5 312 27 - - HYPH cord-293333-mqoml9o5 312 28 delay delay NN cord-293333-mqoml9o5 312 29 systems system NNS cord-293333-mqoml9o5 312 30 using use VBG cord-293333-mqoml9o5 312 31 modules module NNS cord-293333-mqoml9o5 312 32 over over IN cord-293333-mqoml9o5 312 33 non non JJ cord-293333-mqoml9o5 312 34 - - JJ cord-293333-mqoml9o5 312 35 commutative commutative JJ cord-293333-mqoml9o5 312 36 rings ring NNS cord-293333-mqoml9o5 312 37 Isolation isolation NN cord-293333-mqoml9o5 312 38 of of IN cord-293333-mqoml9o5 312 39 a a DT cord-293333-mqoml9o5 312 40 Novel Novel NNP cord-293333-mqoml9o5 312 41 Coronavirus Coronavirus NNP cord-293333-mqoml9o5 312 42 from from IN cord-293333-mqoml9o5 312 43 a a DT cord-293333-mqoml9o5 312 44 Man man NN cord-293333-mqoml9o5 312 45 with with IN cord-293333-mqoml9o5 312 46 Pneumonia Pneumonia NNP cord-293333-mqoml9o5 312 47 in in IN cord-293333-mqoml9o5 312 48 Saudi Saudi NNP cord-293333-mqoml9o5 312 49 Arabia Arabia NNP cord-293333-mqoml9o5 313 1 A a DT cord-293333-mqoml9o5 313 2 Novel Novel NNP cord-293333-mqoml9o5 313 3 Coronavirus Coronavirus NNP cord-293333-mqoml9o5 313 4 from from IN cord-293333-mqoml9o5 313 5 Patients patient NNS cord-293333-mqoml9o5 313 6 with with IN cord-293333-mqoml9o5 313 7 Pneumonia Pneumonia NNP cord-293333-mqoml9o5 313 8 in in IN cord-293333-mqoml9o5 313 9 China China NNP cord-293333-mqoml9o5 313 10 Covid19 Covid19 NNP cord-293333-mqoml9o5 314 1 Epidemiological epidemiological JJ cord-293333-mqoml9o5 314 2 Database Database NNP cord-293333-mqoml9o5 314 3 from from IN cord-293333-mqoml9o5 314 4 March March NNP cord-293333-mqoml9o5 314 5 16th 16th NN cord-293333-mqoml9o5 314 6 to to IN cord-293333-mqoml9o5 314 7 September September NNP cord-293333-mqoml9o5 314 8 17th 17th NN cord-293333-mqoml9o5 314 9 in in IN cord-293333-mqoml9o5 314 10 2020 2020 CD cord-293333-mqoml9o5 315 1 COVID-19 covid-19 LS cord-293333-mqoml9o5 315 2 ) ) -RRB- cord-293333-mqoml9o5 315 3 : : : cord-293333-mqoml9o5 315 4 Situation situation NN cord-293333-mqoml9o5 315 5 Report report NN cord-293333-mqoml9o5 315 6 51 51 CD cord-293333-mqoml9o5 315 7 Situation situation NN cord-293333-mqoml9o5 315 8 on on IN cord-293333-mqoml9o5 315 9 The the DT cord-293333-mqoml9o5 315 10 authors author NNS cord-293333-mqoml9o5 315 11 wish wish VBP cord-293333-mqoml9o5 315 12 to to TO cord-293333-mqoml9o5 315 13 thank thank VB cord-293333-mqoml9o5 315 14 the the DT cord-293333-mqoml9o5 315 15 Medical Medical NNP cord-293333-mqoml9o5 315 16 Information Information NNP cord-293333-mqoml9o5 315 17 Department Department NNP cord-293333-mqoml9o5 315 18 of of IN cord-293333-mqoml9o5 315 19 Nantes Nantes NNP cord-293333-mqoml9o5 315 20 Universty Universty NNP cord-293333-mqoml9o5 315 21 Hospital Hospital NNP cord-293333-mqoml9o5 315 22 for for IN cord-293333-mqoml9o5 315 23 sharing share VBG cord-293333-mqoml9o5 315 24 data datum NNS cord-293333-mqoml9o5 315 25 . . . cord-293333-mqoml9o5 316 1 Thanks thank NNS cord-293333-mqoml9o5 316 2 to to IN cord-293333-mqoml9o5 316 3 Dr Dr NNP cord-293333-mqoml9o5 316 4 C. C. NNP cord-293333-mqoml9o5 316 5 Zhang Zhang NNP cord-293333-mqoml9o5 316 6 for for IN cord-293333-mqoml9o5 316 7 his -PRON- PRP$ cord-293333-mqoml9o5 316 8 careful careful JJ cord-293333-mqoml9o5 316 9 reading reading NN cord-293333-mqoml9o5 316 10 of of IN cord-293333-mqoml9o5 316 11 a a DT cord-293333-mqoml9o5 316 12 preliminary preliminary JJ cord-293333-mqoml9o5 316 13 version version NN cord-293333-mqoml9o5 316 14 of of IN cord-293333-mqoml9o5 316 15 this this DT cord-293333-mqoml9o5 316 16 paper paper NN cord-293333-mqoml9o5 316 17 . . . cord-293333-mqoml9o5 317 1 Thanks thank NNS cord-293333-mqoml9o5 317 2 to to IN cord-293333-mqoml9o5 317 3 Z.Bondaty Z.Bondaty NNP cord-293333-mqoml9o5 317 4 for for IN cord-293333-mqoml9o5 317 5 her -PRON- PRP$ cord-293333-mqoml9o5 317 6 drawing drawing NN cord-293333-mqoml9o5 317 7 skills skill NNS cord-293333-mqoml9o5 317 8 of of IN cord-293333-mqoml9o5 317 9 Figure figure NN cord-293333-mqoml9o5 317 10 _SP cord-293333-mqoml9o5 317 11 1 1 CD cord-293333-mqoml9o5 317 12 . . . cord-293333-mqoml9o5 318 1 Thank thank VBP cord-293333-mqoml9o5 318 2 you -PRON- PRP cord-293333-mqoml9o5 318 3 to to IN cord-293333-mqoml9o5 318 4 Professor Professor NNP cord-293333-mqoml9o5 318 5 Karim Karim NNP cord-293333-mqoml9o5 318 6 Asehnoune Asehnoune NNP cord-293333-mqoml9o5 318 7 for for IN cord-293333-mqoml9o5 318 8 agreeing agree VBG cord-293333-mqoml9o5 318 9 to to TO cord-293333-mqoml9o5 318 10 share share VB cord-293333-mqoml9o5 318 11 the the DT cord-293333-mqoml9o5 318 12 hospital hospital NN cord-293333-mqoml9o5 318 13 data datum NNS cord-293333-mqoml9o5 318 14 of of IN cord-293333-mqoml9o5 318 15 the the DT cord-293333-mqoml9o5 318 16 Nantes Nantes NNP cord-293333-mqoml9o5 318 17 University University NNP cord-293333-mqoml9o5 318 18 Hospital Hospital NNP cord-293333-mqoml9o5 318 19 on on IN cord-293333-mqoml9o5 318 20 Covid-19 covid-19 NN cord-293333-mqoml9o5 318 21 . . . cord-293333-mqoml9o5 319 1 Finally finally RB cord-293333-mqoml9o5 319 2 the the DT cord-293333-mqoml9o5 319 3 authors author NNS cord-293333-mqoml9o5 319 4 wish wish VBP cord-293333-mqoml9o5 319 5 to to TO cord-293333-mqoml9o5 319 6 thank thank VB cord-293333-mqoml9o5 319 7 the the DT cord-293333-mqoml9o5 319 8 anonymous anonymous JJ cord-293333-mqoml9o5 319 9 reviewers reviewer NNS cord-293333-mqoml9o5 319 10 for for IN cord-293333-mqoml9o5 319 11 their -PRON- PRP$ cord-293333-mqoml9o5 319 12 valuable valuable JJ cord-293333-mqoml9o5 319 13 comments comment NNS cord-293333-mqoml9o5 319 14 . . .