id sid tid token lemma pos cord-279245-z8pafxok 1 1 key key JJ cord-279245-z8pafxok 1 2 : : : cord-279245-z8pafxok 1 3 cord-279245-z8pafxok cord-279245-z8pafxok NNP cord-279245-z8pafxok 1 4 authors author NNS cord-279245-z8pafxok 1 5 : : : cord-279245-z8pafxok 1 6 Bonasera Bonasera NNP cord-279245-z8pafxok 1 7 , , , cord-279245-z8pafxok 1 8 Aldo Aldo NNP cord-279245-z8pafxok 1 9 ; ; : cord-279245-z8pafxok 1 10 Bonasera Bonasera NNP cord-279245-z8pafxok 1 11 , , , cord-279245-z8pafxok 1 12 Giacomo Giacomo NNP cord-279245-z8pafxok 1 13 ; ; : cord-279245-z8pafxok 1 14 Zhang Zhang NNP cord-279245-z8pafxok 1 15 , , , cord-279245-z8pafxok 2 1 Suylatu Suylatu NNP cord-279245-z8pafxok 2 2 title title NN cord-279245-z8pafxok 2 3 : : : cord-279245-z8pafxok 2 4 Chaos Chaos NNP cord-279245-z8pafxok 2 5 , , , cord-279245-z8pafxok 2 6 Percolation Percolation NNP cord-279245-z8pafxok 2 7 and and CC cord-279245-z8pafxok 2 8 the the DT cord-279245-z8pafxok 2 9 Coronavirus Coronavirus NNP cord-279245-z8pafxok 2 10 Spread Spread NNP cord-279245-z8pafxok 2 11 : : : cord-279245-z8pafxok 2 12 the the DT cord-279245-z8pafxok 2 13 Italian italian JJ cord-279245-z8pafxok 2 14 case case NN cord-279245-z8pafxok 2 15 date date NN cord-279245-z8pafxok 2 16 : : : cord-279245-z8pafxok 2 17 2020 2020 CD cord-279245-z8pafxok 2 18 - - HYPH cord-279245-z8pafxok 2 19 04 04 CD cord-279245-z8pafxok 2 20 - - SYM cord-279245-z8pafxok 2 21 14 14 CD cord-279245-z8pafxok 2 22 journal journal NN cord-279245-z8pafxok 2 23 : : : cord-279245-z8pafxok 2 24 nan nan NNP cord-279245-z8pafxok 2 25 DOI DOI NNP cord-279245-z8pafxok 2 26 : : : cord-279245-z8pafxok 2 27 10.1101/2020.04.10.20060616 10.1101/2020.04.10.20060616 CD cord-279245-z8pafxok 2 28 sha sha NNP cord-279245-z8pafxok 2 29 : : : cord-279245-z8pafxok 2 30 8c395da5675a2dd7133614026c46fd7b407b71fe 8c395da5675a2dd7133614026c46fd7b407b71fe CD cord-279245-z8pafxok 2 31 doc_id doc_id CD cord-279245-z8pafxok 3 1 : : : cord-279245-z8pafxok 3 2 279245 279245 CD cord-279245-z8pafxok 3 3 cord_uid cord_uid NNS cord-279245-z8pafxok 3 4 : : : cord-279245-z8pafxok 4 1 z8pafxok z8pafxok NNP cord-279245-z8pafxok 4 2 A a DT cord-279245-z8pafxok 4 3 model model NN cord-279245-z8pafxok 4 4 based base VBN cord-279245-z8pafxok 4 5 on on IN cord-279245-z8pafxok 4 6 chaotic chaotic JJ cord-279245-z8pafxok 4 7 maps map NNS cord-279245-z8pafxok 4 8 and and CC cord-279245-z8pafxok 4 9 turbulent turbulent JJ cord-279245-z8pafxok 4 10 flows flow NNS cord-279245-z8pafxok 4 11 is be VBZ cord-279245-z8pafxok 4 12 applied apply VBN cord-279245-z8pafxok 4 13 to to IN cord-279245-z8pafxok 4 14 the the DT cord-279245-z8pafxok 4 15 spread spread NN cord-279245-z8pafxok 4 16 of of IN cord-279245-z8pafxok 4 17 Coronavirus Coronavirus NNP cord-279245-z8pafxok 4 18 for for IN cord-279245-z8pafxok 4 19 each each DT cord-279245-z8pafxok 4 20 Italian italian JJ cord-279245-z8pafxok 4 21 region region NN cord-279245-z8pafxok 4 22 in in IN cord-279245-z8pafxok 4 23 order order NN cord-279245-z8pafxok 4 24 to to TO cord-279245-z8pafxok 4 25 obtain obtain VB cord-279245-z8pafxok 4 26 useful useful JJ cord-279245-z8pafxok 4 27 information information NN cord-279245-z8pafxok 4 28 and and CC cord-279245-z8pafxok 4 29 help help NN cord-279245-z8pafxok 4 30 to to TO cord-279245-z8pafxok 4 31 contrast contrast VB cord-279245-z8pafxok 4 32 it -PRON- PRP cord-279245-z8pafxok 4 33 . . . cord-279245-z8pafxok 5 1 We -PRON- PRP cord-279245-z8pafxok 5 2 divide divide VBP cord-279245-z8pafxok 5 3 the the DT cord-279245-z8pafxok 5 4 regions region NNS cord-279245-z8pafxok 5 5 into into IN cord-279245-z8pafxok 5 6 different different JJ cord-279245-z8pafxok 5 7 risk risk NN cord-279245-z8pafxok 5 8 categories category NNS cord-279245-z8pafxok 5 9 and and CC cord-279245-z8pafxok 5 10 discuss discuss VB cord-279245-z8pafxok 5 11 anomalies anomaly NNS cord-279245-z8pafxok 5 12 . . . cord-279245-z8pafxok 6 1 The the DT cord-279245-z8pafxok 6 2 worst bad JJS cord-279245-z8pafxok 6 3 cases case NNS cord-279245-z8pafxok 6 4 are be VBP cord-279245-z8pafxok 6 5 confined confine VBN cord-279245-z8pafxok 6 6 between between IN cord-279245-z8pafxok 6 7 the the DT cord-279245-z8pafxok 6 8 Appenine Appenine NNP cord-279245-z8pafxok 6 9 and and CC cord-279245-z8pafxok 6 10 the the DT cord-279245-z8pafxok 6 11 Alps Alps NNP cord-279245-z8pafxok 6 12 mountain mountain NN cord-279245-z8pafxok 6 13 ranges range NNS cord-279245-z8pafxok 6 14 but but CC cord-279245-z8pafxok 6 15 the the DT cord-279245-z8pafxok 6 16 situation situation NN cord-279245-z8pafxok 6 17 seem seem VBP cord-279245-z8pafxok 6 18 to to TO cord-279245-z8pafxok 6 19 improve improve VB cord-279245-z8pafxok 6 20 closer close RBR cord-279245-z8pafxok 6 21 to to IN cord-279245-z8pafxok 6 22 the the DT cord-279245-z8pafxok 6 23 sea sea NN cord-279245-z8pafxok 6 24 . . . cord-279245-z8pafxok 7 1 The the DT cord-279245-z8pafxok 7 2 Veneto Veneto NNP cord-279245-z8pafxok 7 3 region region NN cord-279245-z8pafxok 7 4 gave give VBD cord-279245-z8pafxok 7 5 the the DT cord-279245-z8pafxok 7 6 most most RBS cord-279245-z8pafxok 7 7 efficient efficient JJ cord-279245-z8pafxok 7 8 response response NN cord-279245-z8pafxok 7 9 so so RB cord-279245-z8pafxok 7 10 far far RB cord-279245-z8pafxok 7 11 and and CC cord-279245-z8pafxok 7 12 some some DT cord-279245-z8pafxok 7 13 of of IN cord-279245-z8pafxok 7 14 their -PRON- PRP$ cord-279245-z8pafxok 7 15 resources resource NNS cord-279245-z8pafxok 7 16 could could MD cord-279245-z8pafxok 7 17 be be VB cord-279245-z8pafxok 7 18 diverted divert VBN cord-279245-z8pafxok 7 19 to to IN cord-279245-z8pafxok 7 20 other other JJ cord-279245-z8pafxok 7 21 regions region NNS cord-279245-z8pafxok 7 22 , , , cord-279245-z8pafxok 7 23 in in IN cord-279245-z8pafxok 7 24 particular particular JJ cord-279245-z8pafxok 7 25 more more JJR cord-279245-z8pafxok 7 26 tests test NNS cord-279245-z8pafxok 7 27 to to IN cord-279245-z8pafxok 7 28 the the DT cord-279245-z8pafxok 7 29 Lombardia Lombardia NNP cord-279245-z8pafxok 7 30 , , , cord-279245-z8pafxok 7 31 Liguria Liguria NNP cord-279245-z8pafxok 7 32 , , , cord-279245-z8pafxok 7 33 Piemonte Piemonte NNP cord-279245-z8pafxok 7 34 , , , cord-279245-z8pafxok 7 35 Marche Marche NNP cord-279245-z8pafxok 7 36 and and CC cord-279245-z8pafxok 7 37 V. V. NNP cord-279245-z8pafxok 7 38 Aosta Aosta NNP cord-279245-z8pafxok 7 39 regions region NNS cord-279245-z8pafxok 7 40 , , , cord-279245-z8pafxok 7 41 which which WDT cord-279245-z8pafxok 7 42 seem seem VBP cord-279245-z8pafxok 7 43 to to TO cord-279245-z8pafxok 7 44 be be VB cord-279245-z8pafxok 7 45 worst worst RBS cord-279245-z8pafxok 7 46 affected affect VBN cord-279245-z8pafxok 7 47 . . . cord-279245-z8pafxok 8 1 We -PRON- PRP cord-279245-z8pafxok 8 2 noticed notice VBD cord-279245-z8pafxok 8 3 worrying worrying JJ cord-279245-z8pafxok 8 4 anomalies anomaly NNS cord-279245-z8pafxok 8 5 in in IN cord-279245-z8pafxok 8 6 the the DT cord-279245-z8pafxok 8 7 Lazio Lazio NNP cord-279245-z8pafxok 8 8 , , , cord-279245-z8pafxok 8 9 Campania Campania NNP cord-279245-z8pafxok 8 10 and and CC cord-279245-z8pafxok 8 11 Sicilia Sicilia NNP cord-279245-z8pafxok 8 12 regions region NNS cord-279245-z8pafxok 8 13 to to TO cord-279245-z8pafxok 8 14 be be VB cord-279245-z8pafxok 8 15 monitored monitor VBN cord-279245-z8pafxok 8 16 . . . cord-279245-z8pafxok 9 1 We -PRON- PRP cord-279245-z8pafxok 9 2 stress stress VBP cord-279245-z8pafxok 9 3 that that IN cord-279245-z8pafxok 9 4 the the DT cord-279245-z8pafxok 9 5 number number NN cord-279245-z8pafxok 9 6 of of IN cord-279245-z8pafxok 9 7 fatalities fatality NNS cord-279245-z8pafxok 9 8 we -PRON- PRP cord-279245-z8pafxok 9 9 predicted predict VBD cord-279245-z8pafxok 9 10 on on IN cord-279245-z8pafxok 9 11 March March NNP cord-279245-z8pafxok 9 12 12 12 CD cord-279245-z8pafxok 9 13 has have VBZ cord-279245-z8pafxok 9 14 been be VBN cord-279245-z8pafxok 9 15 confirmed confirm VBN cord-279245-z8pafxok 9 16 daily daily RB cord-279245-z8pafxok 9 17 by by IN cord-279245-z8pafxok 9 18 the the DT cord-279245-z8pafxok 9 19 bulletins bulletin NNS cord-279245-z8pafxok 9 20 . . . cord-279245-z8pafxok 10 1 This this DT cord-279245-z8pafxok 10 2 suggests suggest VBZ cord-279245-z8pafxok 10 3 a a DT cord-279245-z8pafxok 10 4 change change NN cord-279245-z8pafxok 10 5 of of IN cord-279245-z8pafxok 10 6 strategy strategy NN cord-279245-z8pafxok 10 7 in in IN cord-279245-z8pafxok 10 8 order order NN cord-279245-z8pafxok 10 9 to to TO cord-279245-z8pafxok 10 10 reduce reduce VB cord-279245-z8pafxok 10 11 such such JJ cord-279245-z8pafxok 10 12 number number NN cord-279245-z8pafxok 10 13 maybe maybe RB cord-279245-z8pafxok 10 14 moving move VBG cord-279245-z8pafxok 10 15 the the DT cord-279245-z8pafxok 10 16 weaker weak JJR cord-279245-z8pafxok 10 17 population population NN cord-279245-z8pafxok 10 18 ( ( -LRB- cord-279245-z8pafxok 10 19 and and CC cord-279245-z8pafxok 10 20 negative negative JJ cord-279245-z8pafxok 10 21 to to IN cord-279245-z8pafxok 10 22 the the DT cord-279245-z8pafxok 10 23 virus virus NN cord-279245-z8pafxok 10 24 test test NN cord-279245-z8pafxok 10 25 ) ) -RRB- cord-279245-z8pafxok 10 26 to to TO cord-279245-z8pafxok 10 27 beach beach VB cord-279245-z8pafxok 10 28 resorts resort NNS cord-279245-z8pafxok 10 29 , , , cord-279245-z8pafxok 10 30 which which WDT cord-279245-z8pafxok 10 31 should should MD cord-279245-z8pafxok 10 32 be be VB cord-279245-z8pafxok 10 33 empty empty JJ cord-279245-z8pafxok 10 34 presently presently RB cord-279245-z8pafxok 10 35 . . . cord-279245-z8pafxok 11 1 The the DT cord-279245-z8pafxok 11 2 ratio ratio NN cord-279245-z8pafxok 11 3 deceased decease VBN cord-279245-z8pafxok 11 4 / / SYM cord-279245-z8pafxok 11 5 positives positive NNS cord-279245-z8pafxok 11 6 on on IN cord-279245-z8pafxok 11 7 April April NNP cord-279245-z8pafxok 11 8 4 4 CD cord-279245-z8pafxok 11 9 , , , cord-279245-z8pafxok 11 10 2020 2020 CD cord-279245-z8pafxok 11 11 is be VBZ cord-279245-z8pafxok 11 12 5.4 5.4 CD cord-279245-z8pafxok 11 13 % % NN cord-279245-z8pafxok 11 14 worldwide worldwide RB cord-279245-z8pafxok 11 15 , , , cord-279245-z8pafxok 11 16 12.3 12.3 CD cord-279245-z8pafxok 11 17 % % NN cord-279245-z8pafxok 11 18 in in IN cord-279245-z8pafxok 11 19 Italy Italy NNP cord-279245-z8pafxok 11 20 , , , cord-279245-z8pafxok 11 21 1.4 1.4 CD cord-279245-z8pafxok 11 22 % % NN cord-279245-z8pafxok 11 23 in in IN cord-279245-z8pafxok 11 24 Germany Germany NNP cord-279245-z8pafxok 11 25 , , , cord-279245-z8pafxok 11 26 2.7 2.7 CD cord-279245-z8pafxok 11 27 % % NN cord-279245-z8pafxok 11 28 in in IN cord-279245-z8pafxok 11 29 the the DT cord-279245-z8pafxok 11 30 USA USA NNP cord-279245-z8pafxok 11 31 , , , cord-279245-z8pafxok 11 32 10.3 10.3 CD cord-279245-z8pafxok 11 33 % % NN cord-279245-z8pafxok 11 34 in in IN cord-279245-z8pafxok 11 35 the the DT cord-279245-z8pafxok 11 36 UK UK NNP cord-279245-z8pafxok 11 37 and and CC cord-279245-z8pafxok 11 38 4.1 4.1 CD cord-279245-z8pafxok 11 39 % % NN cord-279245-z8pafxok 11 40 in in IN cord-279245-z8pafxok 11 41 China China NNP cord-279245-z8pafxok 11 42 . . . cord-279245-z8pafxok 12 1 These these DT cord-279245-z8pafxok 12 2 large large JJ cord-279245-z8pafxok 12 3 fluctuations fluctuation NNS cord-279245-z8pafxok 12 4 should should MD cord-279245-z8pafxok 12 5 be be VB cord-279245-z8pafxok 12 6 investigated investigate VBN cord-279245-z8pafxok 12 7 starting start VBG cord-279245-z8pafxok 12 8 from from IN cord-279245-z8pafxok 12 9 the the DT cord-279245-z8pafxok 12 10 Italian italian JJ cord-279245-z8pafxok 12 11 regions region NNS cord-279245-z8pafxok 12 12 , , , cord-279245-z8pafxok 12 13 which which WDT cord-279245-z8pafxok 12 14 show show VBP cord-279245-z8pafxok 12 15 similar similar JJ cord-279245-z8pafxok 12 16 large large JJ cord-279245-z8pafxok 12 17 fluctuations fluctuation NNS cord-279245-z8pafxok 12 18 . . . cord-279245-z8pafxok 13 1 The the DT cord-279245-z8pafxok 13 2 2020 2020 CD cord-279245-z8pafxok 13 3 widespread widespread JJ cord-279245-z8pafxok 13 4 of of IN cord-279245-z8pafxok 13 5 the the DT cord-279245-z8pafxok 13 6 Coronavirus Coronavirus NNP cord-279245-z8pafxok 13 7 or or CC cord-279245-z8pafxok 13 8 COVID-19 COVID-19 NNP cord-279245-z8pafxok 13 9 virus virus NN cord-279245-z8pafxok 13 10 could could MD cord-279245-z8pafxok 13 11 be be VB cord-279245-z8pafxok 13 12 compared compare VBN cord-279245-z8pafxok 13 13 to to IN cord-279245-z8pafxok 13 14 the the DT cord-279245-z8pafxok 13 15 spread spread NN cord-279245-z8pafxok 13 16 of of IN cord-279245-z8pafxok 13 17 the the DT cord-279245-z8pafxok 13 18 Red Red NNP cord-279245-z8pafxok 13 19 Weevil Weevil NNP cord-279245-z8pafxok 13 20 ( ( -LRB- cord-279245-z8pafxok 13 21 Rhynchophorus Rhynchophorus NNP cord-279245-z8pafxok 13 22 Ferrugineus Ferrugineus NNP cord-279245-z8pafxok 13 23 ) ) -RRB- cord-279245-z8pafxok 13 24 in in IN cord-279245-z8pafxok 13 25 the the DT cord-279245-z8pafxok 13 26 Mediterranean Mediterranean NNP cord-279245-z8pafxok 13 27 or or CC cord-279245-z8pafxok 13 28 fires fire NNS cord-279245-z8pafxok 13 29 in in IN cord-279245-z8pafxok 13 30 California California NNP cord-279245-z8pafxok 13 31 . . . cord-279245-z8pafxok 14 1 They -PRON- PRP cord-279245-z8pafxok 14 2 start start VBP cord-279245-z8pafxok 14 3 in in IN cord-279245-z8pafxok 14 4 one one CD cord-279245-z8pafxok 14 5 or or CC cord-279245-z8pafxok 14 6 more more RBR cord-279245-z8pafxok 14 7 localized localized JJ cord-279245-z8pafxok 14 8 places place NNS cord-279245-z8pafxok 14 9 and and CC cord-279245-z8pafxok 14 10 quickly quickly RB cord-279245-z8pafxok 14 11 spread spread VB cord-279245-z8pafxok 14 12 over over RP cord-279245-z8pafxok 14 13 larger large JJR cord-279245-z8pafxok 14 14 and and CC cord-279245-z8pafxok 14 15 larger large JJR cord-279245-z8pafxok 14 16 regions region NNS cord-279245-z8pafxok 14 17 until until IN cord-279245-z8pafxok 14 18 it -PRON- PRP cord-279245-z8pafxok 14 19 becomes become VBZ cord-279245-z8pafxok 14 20 difficult difficult JJ cord-279245-z8pafxok 14 21 to to TO cord-279245-z8pafxok 14 22 stop stop VB cord-279245-z8pafxok 14 23 them -PRON- PRP cord-279245-z8pafxok 14 24 . . . cord-279245-z8pafxok 15 1 After after IN cord-279245-z8pafxok 15 2 that that DT cord-279245-z8pafxok 15 3 the the DT cord-279245-z8pafxok 15 4 spread spread NN cord-279245-z8pafxok 15 5 continues continue VBZ cord-279245-z8pafxok 15 6 to to TO cord-279245-z8pafxok 15 7 ' ' `` cord-279245-z8pafxok 15 8 affect affect VB cord-279245-z8pafxok 15 9 ' ' '' cord-279245-z8pafxok 15 10 more more JJR cord-279245-z8pafxok 15 11 and and CC cord-279245-z8pafxok 15 12 more more JJR cord-279245-z8pafxok 15 13 regions region NNS cord-279245-z8pafxok 15 14 until until IN cord-279245-z8pafxok 15 15 there there EX cord-279245-z8pafxok 15 16 is be VBZ cord-279245-z8pafxok 15 17 some some DT cord-279245-z8pafxok 15 18 ' ' `` cord-279245-z8pafxok 15 19 fuel fuel NN cord-279245-z8pafxok 15 20 ' ' '' cord-279245-z8pafxok 15 21 , , , cord-279245-z8pafxok 15 22 i.e. i.e. FW cord-279245-z8pafxok 15 23 palm palm NN cord-279245-z8pafxok 15 24 trees tree NNS cord-279245-z8pafxok 15 25 for for IN cord-279245-z8pafxok 15 26 the the DT cord-279245-z8pafxok 15 27 Red Red NNP cord-279245-z8pafxok 15 28 Weevil Weevil NNP cord-279245-z8pafxok 15 29 or or CC cord-279245-z8pafxok 15 30 woods wood NNS cord-279245-z8pafxok 15 31 for for IN cord-279245-z8pafxok 15 32 the the DT cord-279245-z8pafxok 15 33 fire fire NN cord-279245-z8pafxok 15 34 . . . cord-279245-z8pafxok 16 1 This this DT cord-279245-z8pafxok 16 2 mechanism mechanism NN cord-279245-z8pafxok 16 3 is be VBZ cord-279245-z8pafxok 16 4 similar similar JJ cord-279245-z8pafxok 16 5 to to IN cord-279245-z8pafxok 16 6 physical physical JJ cord-279245-z8pafxok 16 7 systems system NNS cord-279245-z8pafxok 16 8 , , , cord-279245-z8pafxok 16 9 for for IN cord-279245-z8pafxok 16 10 instance instance NN cord-279245-z8pafxok 16 11 turbulent turbulent JJ cord-279245-z8pafxok 16 12 flow flow NN cord-279245-z8pafxok 16 13 or or CC cord-279245-z8pafxok 16 14 chaotic chaotic JJ cord-279245-z8pafxok 16 15 maps map NNS cord-279245-z8pafxok 16 16 [ [ -LRB- cord-279245-z8pafxok 16 17 1 1 CD cord-279245-z8pafxok 16 18 ] ] -RRB- cord-279245-z8pafxok 16 19 [ [ -LRB- cord-279245-z8pafxok 16 20 2 2 CD cord-279245-z8pafxok 16 21 ] ] -RRB- cord-279245-z8pafxok 16 22 [ [ -LRB- cord-279245-z8pafxok 16 23 3 3 CD cord-279245-z8pafxok 16 24 ] ] -RRB- cord-279245-z8pafxok 16 25 [ [ -LRB- cord-279245-z8pafxok 16 26 4 4 CD cord-279245-z8pafxok 16 27 ] ] -RRB- cord-279245-z8pafxok 16 28 [ [ -LRB- cord-279245-z8pafxok 16 29 5 5 CD cord-279245-z8pafxok 16 30 ] ] -RRB- cord-279245-z8pafxok 16 31 [ [ -LRB- cord-279245-z8pafxok 16 32 6 6 CD cord-279245-z8pafxok 16 33 ] ] -RRB- cord-279245-z8pafxok 16 34 , , , cord-279245-z8pafxok 16 35 where where WRB cord-279245-z8pafxok 16 36 a a DT cord-279245-z8pafxok 16 37 small small JJ cord-279245-z8pafxok 16 38 perturbation perturbation NN cord-279245-z8pafxok 16 39 grows grow VBZ cord-279245-z8pafxok 16 40 exponentially exponentially RB cord-279245-z8pafxok 16 41 and and CC cord-279245-z8pafxok 16 42 then then RB cord-279245-z8pafxok 16 43 saturates saturate VBZ cord-279245-z8pafxok 16 44 to to IN cord-279245-z8pafxok 16 45 a a DT cord-279245-z8pafxok 16 46 finite finite JJ cord-279245-z8pafxok 16 47 value value NN cord-279245-z8pafxok 16 48 . . . cord-279245-z8pafxok 17 1 These these DT cord-279245-z8pafxok 17 2 at at IN cord-279245-z8pafxok 17 3 first first JJ cord-279245-z8pafxok 17 4 sight sight JJ cord-279245-z8pafxok 17 5 different different JJ cord-279245-z8pafxok 17 6 systems system NNS cord-279245-z8pafxok 17 7 have have VBP cord-279245-z8pafxok 17 8 some some DT cord-279245-z8pafxok 17 9 common common JJ cord-279245-z8pafxok 17 10 features feature NNS cord-279245-z8pafxok 17 11 : : : cord-279245-z8pafxok 17 12 a a DT cord-279245-z8pafxok 17 13 small small JJ cord-279245-z8pafxok 17 14 perturbation perturbation NN cord-279245-z8pafxok 17 15 , , , cord-279245-z8pafxok 17 16 which which WDT cord-279245-z8pafxok 17 17 we -PRON- PRP cord-279245-z8pafxok 17 18 will will MD cord-279245-z8pafxok 17 19 indicate indicate VB cord-279245-z8pafxok 17 20 as as IN cord-279245-z8pafxok 17 21 d d NN cord-279245-z8pafxok 17 22 0 0 CD cord-279245-z8pafxok 17 23 , , , cord-279245-z8pafxok 17 24 grows grow VBZ cord-279245-z8pafxok 17 25 exponentially exponentially RB cord-279245-z8pafxok 17 26 with with IN cord-279245-z8pafxok 17 27 a a DT cord-279245-z8pafxok 17 28 coefficient coefficient NN cord-279245-z8pafxok 17 29 γ γ NN cord-279245-z8pafxok 17 30 , , , cord-279245-z8pafxok 17 31 the the DT cord-279245-z8pafxok 17 32 Lyapunov Lyapunov NNP cord-279245-z8pafxok 17 33 exponent exponent NN cord-279245-z8pafxok 17 34 , , , cord-279245-z8pafxok 17 35 and and CC cord-279245-z8pafxok 17 36 finally finally RB cord-279245-z8pafxok 17 37 saturates saturate VBZ cord-279245-z8pafxok 17 38 1 1 CD cord-279245-z8pafxok 17 39 - - SYM cord-279245-z8pafxok 17 40 3 3 CD cord-279245-z8pafxok 17 41 to to IN cord-279245-z8pafxok 17 42 a a DT cord-279245-z8pafxok 17 43 value value NN cord-279245-z8pafxok 17 44 ! ! . cord-279245-z8pafxok 18 1 > > XX cord-279245-z8pafxok 19 1 > > XX cord-279245-z8pafxok 20 1 d d LS cord-279245-z8pafxok 20 2 0 0 CD cord-279245-z8pafxok 20 3 . . . cord-279245-z8pafxok 21 1 The the DT cord-279245-z8pafxok 21 2 fact fact NN cord-279245-z8pafxok 21 3 that that IN cord-279245-z8pafxok 21 4 every every DT cord-279245-z8pafxok 21 5 chaotic chaotic JJ cord-279245-z8pafxok 21 6 system system NN cord-279245-z8pafxok 21 7 saturates saturate VBZ cord-279245-z8pafxok 21 8 to to IN cord-279245-z8pafxok 21 9 a a DT cord-279245-z8pafxok 21 10 finite finite JJ cord-279245-z8pafxok 21 11 value value NN cord-279245-z8pafxok 21 12 , , , cord-279245-z8pafxok 21 13 even even RB cord-279245-z8pafxok 21 14 though though IN cord-279245-z8pafxok 21 15 might may MD cord-279245-z8pafxok 21 16 be be VB cord-279245-z8pafxok 21 17 very very RB cord-279245-z8pafxok 21 18 large large JJ cord-279245-z8pafxok 21 19 , , , cord-279245-z8pafxok 21 20 indicates indicate VBZ cord-279245-z8pafxok 21 21 that that IN cord-279245-z8pafxok 21 22 the the DT cord-279245-z8pafxok 21 23 ' ' `` cord-279245-z8pafxok 21 24 phase phase NN cord-279245-z8pafxok 21 25 - - HYPH cord-279245-z8pafxok 21 26 space space NN cord-279245-z8pafxok 21 27 ' ' '' cord-279245-z8pafxok 21 28 is be VBZ cord-279245-z8pafxok 21 29 however however RB cord-279245-z8pafxok 21 30 limited limit VBN cord-279245-z8pafxok 21 31 and and CC cord-279245-z8pafxok 21 32 reflects reflect VBZ cord-279245-z8pafxok 21 33 some some DT cord-279245-z8pafxok 21 34 conservation conservation NN cord-279245-z8pafxok 21 35 laws law NNS cord-279245-z8pafxok 21 36 , , , cord-279245-z8pafxok 21 37 such such JJ cord-279245-z8pafxok 21 38 as as IN cord-279245-z8pafxok 21 39 energy energy NN cord-279245-z8pafxok 21 40 conservation conservation NN cord-279245-z8pafxok 21 41 for for IN cord-279245-z8pafxok 21 42 a a DT cord-279245-z8pafxok 21 43 physical physical JJ cord-279245-z8pafxok 21 44 system system NN cord-279245-z8pafxok 21 45 or or CC cord-279245-z8pafxok 21 46 the the DT cord-279245-z8pafxok 21 47 number number NN cord-279245-z8pafxok 21 48 of of IN cord-279245-z8pafxok 21 49 palm palm NN cord-279245-z8pafxok 21 50 trees tree NNS cord-279245-z8pafxok 21 51 for for IN cord-279245-z8pafxok 21 52 the the DT cord-279245-z8pafxok 21 53 Red Red NNP cord-279245-z8pafxok 21 54 Weevil Weevil NNP cord-279245-z8pafxok 21 55 . . . cord-279245-z8pafxok 22 1 We -PRON- PRP cord-279245-z8pafxok 22 2 can can MD cord-279245-z8pafxok 22 3 write write VB cord-279245-z8pafxok 22 4 the the DT cord-279245-z8pafxok 22 5 number number NN cord-279245-z8pafxok 22 6 of of IN cord-279245-z8pafxok 22 7 people people NNS cord-279245-z8pafxok 22 8 for for IN cord-279245-z8pafxok 22 9 instance instance NN cord-279245-z8pafxok 22 10 positives positive NNS cord-279245-z8pafxok 22 11 to to IN cord-279245-z8pafxok 22 12 the the DT cord-279245-z8pafxok 22 13 virus virus NN cord-279245-z8pafxok 22 14 ( ( -LRB- cord-279245-z8pafxok 22 15 or or CC cord-279245-z8pafxok 22 16 deceased decease VBN cord-279245-z8pafxok 22 17 for for IN cord-279245-z8pafxok 22 18 the the DT cord-279245-z8pafxok 22 19 same same JJ cord-279245-z8pafxok 22 20 reason reason NN cord-279245-z8pafxok 22 21 ) ) -RRB- cord-279245-z8pafxok 22 22 as as IN cord-279245-z8pafxok 22 23 : : : cord-279245-z8pafxok 22 24 = = NFP cord-279245-z8pafxok 22 25 ( ( -LRB- cord-279245-z8pafxok 22 26 1 1 CD cord-279245-z8pafxok 22 27 ) ) -RRB- cord-279245-z8pafxok 22 28 . . . cord-279245-z8pafxok 23 1 In in IN cord-279245-z8pafxok 23 2 the the DT cord-279245-z8pafxok 23 3 equation equation NN cord-279245-z8pafxok 23 4 , , , cord-279245-z8pafxok 23 5 d d NNP cord-279245-z8pafxok 23 6 gives give VBZ cord-279245-z8pafxok 23 7 the the DT cord-279245-z8pafxok 23 8 time time NN cord-279245-z8pafxok 23 9 , , , cord-279245-z8pafxok 23 10 in in IN cord-279245-z8pafxok 23 11 days day NNS cord-279245-z8pafxok 23 12 , , , cord-279245-z8pafxok 23 13 from from IN cord-279245-z8pafxok 23 14 the the DT cord-279245-z8pafxok 23 15 starting starting NN cord-279245-z8pafxok 23 16 of of IN cord-279245-z8pafxok 23 17 the the DT cord-279245-z8pafxok 23 18 epidemic epidemic NN cord-279245-z8pafxok 23 19 , , , cord-279245-z8pafxok 23 20 or or CC cord-279245-z8pafxok 23 21 the the DT cord-279245-z8pafxok 23 22 time time NN cord-279245-z8pafxok 23 23 from from IN cord-279245-z8pafxok 23 24 the the DT cord-279245-z8pafxok 23 25 beginning beginning NN cord-279245-z8pafxok 23 26 of of IN cord-279245-z8pafxok 23 27 the the DT cord-279245-z8pafxok 23 28 tests test NNS cord-279245-z8pafxok 23 29 to to TO cord-279245-z8pafxok 23 30 isolate isolate VB cord-279245-z8pafxok 23 31 the the DT cord-279245-z8pafxok 23 32 virus virus NN cord-279245-z8pafxok 23 33 . . . cord-279245-z8pafxok 24 1 At at IN cord-279245-z8pafxok 24 2 time time NN cord-279245-z8pafxok 24 3 d=0 d=0 JJ cord-279245-z8pafxok 24 4 , , , cord-279245-z8pafxok 24 5 N(0)=d N(0)=d NNP cord-279245-z8pafxok 24 6 0 0 CD cord-279245-z8pafxok 24 7 which which WDT cord-279245-z8pafxok 24 8 is be VBZ cord-279245-z8pafxok 24 9 the the DT cord-279245-z8pafxok 24 10 very very RB cord-279245-z8pafxok 24 11 small small JJ cord-279245-z8pafxok 24 12 value value NN cord-279245-z8pafxok 24 13 ( ( -LRB- cord-279245-z8pafxok 24 14 or or CC cord-279245-z8pafxok 24 15 group group NN cord-279245-z8pafxok 24 16 of of IN cord-279245-z8pafxok 24 17 people people NNS cord-279245-z8pafxok 24 18 ) ) -RRB- cord-279245-z8pafxok 24 19 from from IN cord-279245-z8pafxok 24 20 which which WDT cord-279245-z8pafxok 24 21 the the DT cord-279245-z8pafxok 24 22 infection infection NN cord-279245-z8pafxok 24 23 started start VBD cord-279245-z8pafxok 24 24 . . . cord-279245-z8pafxok 25 1 In in IN cord-279245-z8pafxok 25 2 the the DT cord-279245-z8pafxok 25 3 opposite opposite JJ cord-279245-z8pafxok 25 4 limit limit NN cord-279245-z8pafxok 25 5 , , , cord-279245-z8pafxok 25 6 → → NN cord-279245-z8pafxok 25 7 ∞ ∞ NNP cord-279245-z8pafxok 25 8 , , , cord-279245-z8pafxok 25 9 ∞ ∞ NNP cord-279245-z8pafxok 25 10 = = SYM cord-279245-z8pafxok 25 11 ! ! . cord-279245-z8pafxok 25 12 , , , cord-279245-z8pafxok 25 13 the the DT cord-279245-z8pafxok 25 14 final final JJ cord-279245-z8pafxok 25 15 number number NN cord-279245-z8pafxok 25 16 of of IN cord-279245-z8pafxok 25 17 affected affect VBN cord-279245-z8pafxok 25 18 people people NNS cord-279245-z8pafxok 25 19 by by IN cord-279245-z8pafxok 25 20 the the DT cord-279245-z8pafxok 25 21 virus virus NN cord-279245-z8pafxok 25 22 . . . cord-279245-z8pafxok 26 1 In in IN cord-279245-z8pafxok 26 2 a a DT cord-279245-z8pafxok 26 3 recent recent JJ cord-279245-z8pafxok 26 4 paper paper NN cord-279245-z8pafxok 26 5 7 7 CD cord-279245-z8pafxok 26 6 we -PRON- PRP cord-279245-z8pafxok 26 7 have have VBP cord-279245-z8pafxok 26 8 analyzed analyze VBN cord-279245-z8pafxok 26 9 the the DT cord-279245-z8pafxok 26 10 2003 2003 CD cord-279245-z8pafxok 26 11 SARS SARS NNP cord-279245-z8pafxok 26 12 and and CC cord-279245-z8pafxok 26 13 the the DT cord-279245-z8pafxok 26 14 COVID-19 COVID-19 NNP cord-279245-z8pafxok 26 15 viruses virus NNS cord-279245-z8pafxok 26 16 using use VBG cord-279245-z8pafxok 26 17 the the DT cord-279245-z8pafxok 26 18 equation equation NN cord-279245-z8pafxok 26 19 written write VBN cord-279245-z8pafxok 26 20 above above RB cord-279245-z8pafxok 26 21 and and CC cord-279245-z8pafxok 26 22 fitting fit VBG cord-279245-z8pafxok 26 23 the the DT cord-279245-z8pafxok 26 24 three three CD cord-279245-z8pafxok 26 25 parameters parameter NNS cord-279245-z8pafxok 26 26 to to IN cord-279245-z8pafxok 26 27 the the DT cord-279245-z8pafxok 26 28 data datum NNS cord-279245-z8pafxok 26 29 . . . cord-279245-z8pafxok 27 1 The the DT cord-279245-z8pafxok 27 2 model model NN cord-279245-z8pafxok 27 3 reproduces reproduce VBZ cord-279245-z8pafxok 27 4 the the DT cord-279245-z8pafxok 27 5 data datum NNS cord-279245-z8pafxok 27 6 very very RB cord-279245-z8pafxok 27 7 well well RB cord-279245-z8pafxok 27 8 on on IN cord-279245-z8pafxok 27 9 a a DT cord-279245-z8pafxok 27 10 daily daily JJ cord-279245-z8pafxok 27 11 basis basis NN cord-279245-z8pafxok 27 12 starting start VBG cord-279245-z8pafxok 27 13 from from IN cord-279245-z8pafxok 27 14 March March NNP cord-279245-z8pafxok 27 15 12 12 CD cord-279245-z8pafxok 27 16 for for IN cord-279245-z8pafxok 27 17 the the DT cord-279245-z8pafxok 27 18 Italy Italy NNP cord-279245-z8pafxok 27 19 case case NN cord-279245-z8pafxok 27 20 7 7 CD cord-279245-z8pafxok 27 21 . . . cord-279245-z8pafxok 28 1 This this DT cord-279245-z8pafxok 28 2 might may MD cord-279245-z8pafxok 28 3 be be VB cord-279245-z8pafxok 28 4 coincidental coincidental JJ cord-279245-z8pafxok 28 5 but but CC cord-279245-z8pafxok 28 6 it -PRON- PRP cord-279245-z8pafxok 28 7 is be VBZ cord-279245-z8pafxok 28 8 further further RB cord-279245-z8pafxok 28 9 supported support VBN cord-279245-z8pafxok 28 10 by by IN cord-279245-z8pafxok 28 11 the the DT cord-279245-z8pafxok 28 12 analysis analysis NN cord-279245-z8pafxok 28 13 of of IN cord-279245-z8pafxok 28 14 the the DT cord-279245-z8pafxok 28 15 virus virus NN cord-279245-z8pafxok 28 16 spread spread VBN cord-279245-z8pafxok 28 17 in in IN cord-279245-z8pafxok 28 18 other other JJ cord-279245-z8pafxok 28 19 countries country NNS cord-279245-z8pafxok 28 20 7 7 CD cord-279245-z8pafxok 28 21 . . . cord-279245-z8pafxok 29 1 The the DT cord-279245-z8pafxok 29 2 first first JJ cord-279245-z8pafxok 29 3 important important JJ cord-279245-z8pafxok 29 4 result result NN cord-279245-z8pafxok 29 5 that that IN cord-279245-z8pafxok 29 6 we -PRON- PRP cord-279245-z8pafxok 29 7 pointed point VBD cord-279245-z8pafxok 29 8 out out RP cord-279245-z8pafxok 29 9 is be VBZ cord-279245-z8pafxok 29 10 that that DT cord-279245-z8pafxok 29 11 to to TO cord-279245-z8pafxok 29 12 have have VB cord-279245-z8pafxok 29 13 information information NN cord-279245-z8pafxok 29 14 on on IN cord-279245-z8pafxok 29 15 the the DT cord-279245-z8pafxok 29 16 number number NN cord-279245-z8pafxok 29 17 of of IN cord-279245-z8pafxok 29 18 positive positive JJ cord-279245-z8pafxok 29 19 to to IN cord-279245-z8pafxok 29 20 the the DT cord-279245-z8pafxok 29 21 virus virus NN cord-279245-z8pafxok 29 22 ( ( -LRB- cord-279245-z8pafxok 29 23 or or CC cord-279245-z8pafxok 29 24 fatalities fatality NNS cord-279245-z8pafxok 29 25 ) ) -RRB- cord-279245-z8pafxok 29 26 is be VBZ cord-279245-z8pafxok 29 27 not not RB cord-279245-z8pafxok 29 28 statistically statistically RB cord-279245-z8pafxok 29 29 relevant relevant JJ cord-279245-z8pafxok 29 30 if if IN cord-279245-z8pafxok 29 31 we -PRON- PRP cord-279245-z8pafxok 29 32 do do VBP cord-279245-z8pafxok 29 33 not not RB cord-279245-z8pafxok 29 34 know know VB cord-279245-z8pafxok 29 35 the the DT cord-279245-z8pafxok 29 36 total total JJ cord-279245-z8pafxok 29 37 number number NN cord-279245-z8pafxok 29 38 of of IN cord-279245-z8pafxok 29 39 tests test NNS cord-279245-z8pafxok 29 40 performed perform VBN cord-279245-z8pafxok 29 41 each each DT cord-279245-z8pafxok 29 42 day day NN cord-279245-z8pafxok 29 43 and and CC cord-279245-z8pafxok 29 44 possibly possibly RB cord-279245-z8pafxok 29 45 the the DT cord-279245-z8pafxok 29 46 method method NN cord-279245-z8pafxok 29 47 chosen choose VBN cord-279245-z8pafxok 29 48 to to TO cord-279245-z8pafxok 29 49 perform perform VB cord-279245-z8pafxok 29 50 the the DT cord-279245-z8pafxok 29 51 tests test NNS cord-279245-z8pafxok 29 52 . . . cord-279245-z8pafxok 30 1 The the DT cord-279245-z8pafxok 30 2 method method NN cord-279245-z8pafxok 30 3 to to TO cord-279245-z8pafxok 30 4 choose choose VB cord-279245-z8pafxok 30 5 the the DT cord-279245-z8pafxok 30 6 people people NNS cord-279245-z8pafxok 30 7 to to TO cord-279245-z8pafxok 30 8 be be VB cord-279245-z8pafxok 30 9 tested test VBN cord-279245-z8pafxok 30 10 might may MD cord-279245-z8pafxok 30 11 be be VB cord-279245-z8pafxok 30 12 biased bias VBN cord-279245-z8pafxok 30 13 because because IN cord-279245-z8pafxok 30 14 of of IN cord-279245-z8pafxok 30 15 the the DT cord-279245-z8pafxok 30 16 large large JJ cord-279245-z8pafxok 30 17 number number NN cord-279245-z8pafxok 30 18 of of IN cord-279245-z8pafxok 30 19 people people NNS cord-279245-z8pafxok 30 20 affected affect VBN cord-279245-z8pafxok 30 21 and and CC cord-279245-z8pafxok 30 22 the the DT cord-279245-z8pafxok 30 23 limited limited JJ cord-279245-z8pafxok 30 24 amount amount NN cord-279245-z8pafxok 30 25 of of IN cord-279245-z8pafxok 30 26 tests test NNS cord-279245-z8pafxok 30 27 and and CC cord-279245-z8pafxok 30 28 facilities facility NNS cord-279245-z8pafxok 30 29 . . . cord-279245-z8pafxok 31 1 We -PRON- PRP cord-279245-z8pafxok 31 2 have have VBP cord-279245-z8pafxok 31 3 been be VBN cord-279245-z8pafxok 31 4 able able JJ cord-279245-z8pafxok 31 5 to to TO cord-279245-z8pafxok 31 6 obtain obtain VB cord-279245-z8pafxok 31 7 quickly quickly RB cord-279245-z8pafxok 31 8 the the DT cord-279245-z8pafxok 31 9 total total JJ cord-279245-z8pafxok 31 10 number number NN cord-279245-z8pafxok 31 11 of of IN cord-279245-z8pafxok 31 12 daily daily JJ cord-279245-z8pafxok 31 13 tests test NNS cord-279245-z8pafxok 31 14 ( ( -LRB- cord-279245-z8pafxok 31 15 and and CC cord-279245-z8pafxok 31 16 other other JJ cord-279245-z8pafxok 31 17 relevant relevant JJ cord-279245-z8pafxok 31 18 quantities quantity NNS cord-279245-z8pafxok 31 19 ) ) -RRB- cord-279245-z8pafxok 31 20 from from IN cord-279245-z8pafxok 31 21 https://github.com/pcm-dpc/COVID-19 https://github.com/pcm-dpc/COVID-19 NNP cord-279245-z8pafxok 31 22 . . . cord-279245-z8pafxok 32 1 In in IN cord-279245-z8pafxok 32 2 the the DT cord-279245-z8pafxok 32 3 figure figure NN cord-279245-z8pafxok 32 4 1 1 CD cord-279245-z8pafxok 32 5 , , , cord-279245-z8pafxok 32 6 we -PRON- PRP cord-279245-z8pafxok 32 7 plot plot VBP cord-279245-z8pafxok 32 8 the the DT cord-279245-z8pafxok 32 9 total total JJ cord-279245-z8pafxok 32 10 number number NN cord-279245-z8pafxok 32 11 of of IN cord-279245-z8pafxok 32 12 tests test NNS cord-279245-z8pafxok 32 13 performed perform VBN cord-279245-z8pafxok 32 14 in in IN cord-279245-z8pafxok 32 15 all all DT cord-279245-z8pafxok 32 16 Italian italian JJ cord-279245-z8pafxok 32 17 regions region NNS cord-279245-z8pafxok 32 18 starting start VBG cord-279245-z8pafxok 32 19 from from IN cord-279245-z8pafxok 32 20 February February NNP cord-279245-z8pafxok 32 21 24,2020 24,2020 CD cord-279245-z8pafxok 32 22 . . . cord-279245-z8pafxok 33 1 The the DT cord-279245-z8pafxok 33 2 different different JJ cord-279245-z8pafxok 33 3 regions region NNS cord-279245-z8pafxok 33 4 are be VBP cord-279245-z8pafxok 33 5 indicated indicate VBN cord-279245-z8pafxok 33 6 by by IN cord-279245-z8pafxok 33 7 different different JJ cord-279245-z8pafxok 33 8 colors color NNS cord-279245-z8pafxok 33 9 and/or and/or CC cord-279245-z8pafxok 33 10 symbols symbol NNS cord-279245-z8pafxok 33 11 . . . cord-279245-z8pafxok 34 1 The the DT cord-279245-z8pafxok 34 2 reason reason NN cord-279245-z8pafxok 34 3 for for IN cord-279245-z8pafxok 34 4 each each DT cord-279245-z8pafxok 34 5 color color NN cord-279245-z8pafxok 34 6 will will MD cord-279245-z8pafxok 34 7 be be VB cord-279245-z8pafxok 34 8 discussed discuss VBN cord-279245-z8pafxok 34 9 more more RBR cord-279245-z8pafxok 34 10 in in IN cord-279245-z8pafxok 34 11 detail detail NN cord-279245-z8pafxok 34 12 later later RB cord-279245-z8pafxok 34 13 and and CC cord-279245-z8pafxok 34 14 we -PRON- PRP cord-279245-z8pafxok 34 15 have have VBP cord-279245-z8pafxok 34 16 divided divide VBN cord-279245-z8pafxok 34 17 them -PRON- PRP cord-279245-z8pafxok 34 18 into into IN cord-279245-z8pafxok 34 19 the the DT cord-279245-z8pafxok 34 20 dark dark JJ cord-279245-z8pafxok 34 21 red red JJ cord-279245-z8pafxok 34 22 , , , cord-279245-z8pafxok 34 23 red red JJ cord-279245-z8pafxok 34 24 , , , cord-279245-z8pafxok 34 25 blue blue JJ cord-279245-z8pafxok 34 26 , , , cord-279245-z8pafxok 34 27 cyan cyan NN cord-279245-z8pafxok 34 28 and and CC cord-279245-z8pafxok 34 29 green green JJ cord-279245-z8pafxok 34 30 colors color NNS cord-279245-z8pafxok 34 31 depending depend VBG cord-279245-z8pafxok 34 32 on on IN cord-279245-z8pafxok 34 33 the the DT cord-279245-z8pafxok 34 34 probability probability NN cord-279245-z8pafxok 34 35 to to TO cord-279245-z8pafxok 34 36 find find VB cord-279245-z8pafxok 34 37 a a DT cord-279245-z8pafxok 34 38 positive positive JJ cord-279245-z8pafxok 34 39 to to IN cord-279245-z8pafxok 34 40 the the DT cord-279245-z8pafxok 34 41 virus virus NN cord-279245-z8pafxok 34 42 in in IN cord-279245-z8pafxok 34 43 that that DT cord-279245-z8pafxok 34 44 region region NN cord-279245-z8pafxok 34 45 . . . cord-279245-z8pafxok 35 1 So so RB cord-279245-z8pafxok 35 2 dark dark JJ cord-279245-z8pafxok 35 3 red red NNP cord-279245-z8pafxok 35 4 gives give VBZ cord-279245-z8pafxok 35 5 the the DT cord-279245-z8pafxok 35 6 highest high JJS cord-279245-z8pafxok 35 7 probability probability NN cord-279245-z8pafxok 35 8 while while IN cord-279245-z8pafxok 35 9 green green JJ cord-279245-z8pafxok 35 10 is be VBZ cord-279245-z8pafxok 35 11 the the DT cord-279245-z8pafxok 35 12 lowest low JJS cord-279245-z8pafxok 35 13 . . . cord-279245-z8pafxok 36 1 Notice notice VB cord-279245-z8pafxok 36 2 that that IN cord-279245-z8pafxok 36 3 the the DT cord-279245-z8pafxok 36 4 Lombardy Lombardy NNP cord-279245-z8pafxok 36 5 , , , cord-279245-z8pafxok 36 6 Veneto Veneto NNP cord-279245-z8pafxok 36 7 and and CC cord-279245-z8pafxok 36 8 E. E. NNP cord-279245-z8pafxok 36 9 Romagna Romagna NNP cord-279245-z8pafxok 36 10 regions region NNS cord-279245-z8pafxok 36 11 performed perform VBD cord-279245-z8pafxok 36 12 most most JJS cord-279245-z8pafxok 36 13 test test NN cord-279245-z8pafxok 36 14 . . . cord-279245-z8pafxok 37 1 The the DT cord-279245-z8pafxok 37 2 other other JJ cord-279245-z8pafxok 37 3 important important JJ cord-279245-z8pafxok 37 4 feature feature NN cord-279245-z8pafxok 37 5 to to TO cord-279245-z8pafxok 37 6 notice notice VB cord-279245-z8pafxok 37 7 is be VBZ cord-279245-z8pafxok 37 8 the the DT cord-279245-z8pafxok 37 9 change change NN cord-279245-z8pafxok 37 10 of of IN cord-279245-z8pafxok 37 11 slope slope NN cord-279245-z8pafxok 37 12 after after IN cord-279245-z8pafxok 37 13 day day NN cord-279245-z8pafxok 37 14 10 10 CD cord-279245-z8pafxok 37 15 ( ( -LRB- cord-279245-z8pafxok 37 16 starting start VBG cord-279245-z8pafxok 37 17 from from IN cord-279245-z8pafxok 37 18 February February NNP cord-279245-z8pafxok 37 19 24,2020 24,2020 CD cord-279245-z8pafxok 37 20 ) ) -RRB- cord-279245-z8pafxok 37 21 , , , cord-279245-z8pafxok 37 22 which which WDT cord-279245-z8pafxok 37 23 means mean VBZ cord-279245-z8pafxok 37 24 that that IN cord-279245-z8pafxok 37 25 after after IN cord-279245-z8pafxok 37 26 that that DT cord-279245-z8pafxok 37 27 day day NN cord-279245-z8pafxok 37 28 the the DT cord-279245-z8pafxok 37 29 number number NN cord-279245-z8pafxok 37 30 of of IN cord-279245-z8pafxok 37 31 tests test NNS cord-279245-z8pafxok 37 32 performed perform VBD cord-279245-z8pafxok 37 33 daily daily RB cord-279245-z8pafxok 37 34 more more RBR cord-279245-z8pafxok 37 35 than than IN cord-279245-z8pafxok 37 36 doubled double VBN cord-279245-z8pafxok 37 37 . . . cord-279245-z8pafxok 38 1 This this DT cord-279245-z8pafxok 38 2 change change NN cord-279245-z8pafxok 38 3 on on IN cord-279245-z8pafxok 38 4 the the DT cord-279245-z8pafxok 38 5 number number NN cord-279245-z8pafxok 38 6 of of IN cord-279245-z8pafxok 38 7 tests test NNS cord-279245-z8pafxok 38 8 and and CC cord-279245-z8pafxok 38 9 the the DT cord-279245-z8pafxok 38 10 different different JJ cord-279245-z8pafxok 38 11 number number NN cord-279245-z8pafxok 38 12 for for IN cord-279245-z8pafxok 38 13 different different JJ cord-279245-z8pafxok 38 14 countries country NNS cord-279245-z8pafxok 38 15 or or CC cord-279245-z8pafxok 38 16 regions region NNS cord-279245-z8pafxok 38 17 make make VBP cord-279245-z8pafxok 38 18 it -PRON- PRP cord-279245-z8pafxok 38 19 difficult difficult JJ cord-279245-z8pafxok 38 20 to to TO cord-279245-z8pafxok 38 21 make make VB cord-279245-z8pafxok 38 22 predictions prediction NNS cord-279245-z8pafxok 38 23 on on IN cord-279245-z8pafxok 38 24 absolute absolute JJ cord-279245-z8pafxok 38 25 values value NNS cord-279245-z8pafxok 38 26 such such JJ cord-279245-z8pafxok 38 27 as as IN cord-279245-z8pafxok 38 28 the the DT cord-279245-z8pafxok 38 29 total total JJ cord-279245-z8pafxok 38 30 number number NN cord-279245-z8pafxok 38 31 of of IN cord-279245-z8pafxok 38 32 positives positive NNS cord-279245-z8pafxok 38 33 to to IN cord-279245-z8pafxok 38 34 the the DT cord-279245-z8pafxok 38 35 virus virus NN cord-279245-z8pafxok 38 36 or or CC cord-279245-z8pafxok 38 37 any any DT cord-279245-z8pafxok 38 38 other other JJ cord-279245-z8pafxok 38 39 quantities quantity NNS cord-279245-z8pafxok 38 40 . . . cord-279245-z8pafxok 39 1 Thus thus RB cord-279245-z8pafxok 39 2 it -PRON- PRP cord-279245-z8pafxok 39 3 is be VBZ cord-279245-z8pafxok 39 4 statistically statistically RB cord-279245-z8pafxok 39 5 more more RBR cord-279245-z8pafxok 39 6 relevant relevant JJ cord-279245-z8pafxok 39 7 to to TO cord-279245-z8pafxok 39 8 define define VB cord-279245-z8pafxok 39 9 probabilities probability NNS cord-279245-z8pafxok 39 10 for for IN cord-279245-z8pafxok 39 11 instance instance NN cord-279245-z8pafxok 39 12 from from IN cord-279245-z8pafxok 39 13 the the DT cord-279245-z8pafxok 39 14 ratio ratio NN cord-279245-z8pafxok 39 15 of of IN cord-279245-z8pafxok 39 16 positives positive NNS cord-279245-z8pafxok 39 17 divided divide VBN cord-279245-z8pafxok 39 18 by by IN cord-279245-z8pafxok 39 19 the the DT cord-279245-z8pafxok 39 20 total total JJ cord-279245-z8pafxok 39 21 number number NN cord-279245-z8pafxok 39 22 of of IN cord-279245-z8pafxok 39 23 tests test NNS cord-279245-z8pafxok 39 24 or or CC cord-279245-z8pafxok 39 25 the the DT cord-279245-z8pafxok 39 26 number number NN cord-279245-z8pafxok 39 27 of of IN cord-279245-z8pafxok 39 28 fatalities fatality NNS cord-279245-z8pafxok 39 29 divided divide VBN cord-279245-z8pafxok 39 30 by by IN cord-279245-z8pafxok 39 31 the the DT cord-279245-z8pafxok 39 32 total total JJ cord-279245-z8pafxok 39 33 number number NN cord-279245-z8pafxok 39 34 of of IN cord-279245-z8pafxok 39 35 tests test NNS cord-279245-z8pafxok 39 36 etc etc FW cord-279245-z8pafxok 39 37 . . . cord-279245-z8pafxok 40 1 The the DT cord-279245-z8pafxok 40 2 smooth smooth JJ cord-279245-z8pafxok 40 3 curves curve NNS cord-279245-z8pafxok 40 4 are be VBP cord-279245-z8pafxok 40 5 the the DT cord-279245-z8pafxok 40 6 results result NNS cord-279245-z8pafxok 40 7 of of IN cord-279245-z8pafxok 40 8 the the DT cord-279245-z8pafxok 40 9 fits fit NNS cord-279245-z8pafxok 40 10 using use VBG cord-279245-z8pafxok 40 11 eq.(1 eq.(1 NNP cord-279245-z8pafxok 40 12 ) ) -RRB- cord-279245-z8pafxok 40 13 . . . cord-279245-z8pafxok 41 1 The the DT cord-279245-z8pafxok 41 2 fits fit NNS cord-279245-z8pafxok 41 3 were be VBD cord-279245-z8pafxok 41 4 performed perform VBN cord-279245-z8pafxok 41 5 before before IN cord-279245-z8pafxok 41 6 March March NNP cord-279245-z8pafxok 41 7 12 12 CD cord-279245-z8pafxok 41 8 , , , cord-279245-z8pafxok 41 9 2020 2020 CD cord-279245-z8pafxok 41 10 while while IN cord-279245-z8pafxok 41 11 the the DT cord-279245-z8pafxok 41 12 actual actual JJ cord-279245-z8pafxok 41 13 data data NN cord-279245-z8pafxok 41 14 has have VBZ cord-279245-z8pafxok 41 15 been be VBN cord-279245-z8pafxok 41 16 update update NN cord-279245-z8pafxok 41 17 daily daily RB cord-279245-z8pafxok 41 18 to to IN cord-279245-z8pafxok 41 19 April April NNP cord-279245-z8pafxok 41 20 4 4 CD cord-279245-z8pafxok 41 21 , , , cord-279245-z8pafxok 41 22 2020 2020 CD cord-279245-z8pafxok 41 23 . . . cord-279245-z8pafxok 42 1 The the DT cord-279245-z8pafxok 42 2 equation equation NN cord-279245-z8pafxok 42 3 ( ( -LRB- cord-279245-z8pafxok 42 4 1 1 CD cord-279245-z8pafxok 42 5 ) ) -RRB- cord-279245-z8pafxok 42 6 is be VBZ cord-279245-z8pafxok 42 7 well well RB cord-279245-z8pafxok 42 8 suited suited JJ cord-279245-z8pafxok 42 9 to to TO cord-279245-z8pafxok 42 10 predict predict VB cord-279245-z8pafxok 42 11 these these DT cord-279245-z8pafxok 42 12 probabilities probability NNS cord-279245-z8pafxok 42 13 once once IN cord-279245-z8pafxok 42 14 a a DT cord-279245-z8pafxok 42 15 fit fit NN cord-279245-z8pafxok 42 16 has have VBZ cord-279245-z8pafxok 42 17 been be VBN cord-279245-z8pafxok 42 18 performed perform VBN cord-279245-z8pafxok 42 19 on on IN cord-279245-z8pafxok 42 20 some some DT cord-279245-z8pafxok 42 21 preliminary preliminary JJ cord-279245-z8pafxok 42 22 results result NNS cord-279245-z8pafxok 42 23 , , , cord-279245-z8pafxok 42 24 we -PRON- PRP cord-279245-z8pafxok 42 25 apply apply VBP cord-279245-z8pafxok 42 26 it -PRON- PRP cord-279245-z8pafxok 42 27 first first RB cord-279245-z8pafxok 42 28 to to IN cord-279245-z8pafxok 42 29 Italy Italy NNP cord-279245-z8pafxok 42 30 as as IN cord-279245-z8pafxok 42 31 a a DT cord-279245-z8pafxok 42 32 whole whole NN cord-279245-z8pafxok 42 33 . . . cord-279245-z8pafxok 43 1 In in IN cord-279245-z8pafxok 43 2 the the DT cord-279245-z8pafxok 43 3 figure figure NN cord-279245-z8pafxok 43 4 2 2 CD cord-279245-z8pafxok 43 5 , , , cord-279245-z8pafxok 43 6 we -PRON- PRP cord-279245-z8pafxok 43 7 show show VBP cord-279245-z8pafxok 43 8 the the DT cord-279245-z8pafxok 43 9 results result NNS cord-279245-z8pafxok 43 10 of of IN cord-279245-z8pafxok 43 11 the the DT cord-279245-z8pafxok 43 12 fit fit NN cord-279245-z8pafxok 43 13 by by IN cord-279245-z8pafxok 43 14 fixing fix VBG cord-279245-z8pafxok 43 15 the the DT cord-279245-z8pafxok 43 16 parameters parameter NNS cord-279245-z8pafxok 43 17 on on IN cord-279245-z8pafxok 43 18 March March NNP cord-279245-z8pafxok 43 19 12 12 CD cord-279245-z8pafxok 43 20 , , , cord-279245-z8pafxok 43 21 2020 2020 CD cord-279245-z8pafxok 43 22 . . . cord-279245-z8pafxok 44 1 A a DT cord-279245-z8pafxok 44 2 previous previous JJ cord-279245-z8pafxok 44 3 fit fit NN cord-279245-z8pafxok 44 4 after after IN cord-279245-z8pafxok 44 5 the the DT cord-279245-z8pafxok 44 6 start start NN cord-279245-z8pafxok 44 7 of of IN cord-279245-z8pafxok 44 8 the the DT cord-279245-z8pafxok 44 9 epidemic epidemic NN cord-279245-z8pafxok 44 10 was be VBD cord-279245-z8pafxok 44 11 performed perform VBN cord-279245-z8pafxok 44 12 on on IN cord-279245-z8pafxok 44 13 the the DT cord-279245-z8pafxok 44 14 positives positive NNS cord-279245-z8pafxok 44 15 , , , cord-279245-z8pafxok 44 16 it -PRON- PRP cord-279245-z8pafxok 44 17 is be VBZ cord-279245-z8pafxok 44 18 given give VBN cord-279245-z8pafxok 44 19 by by IN cord-279245-z8pafxok 44 20 the the DT cord-279245-z8pafxok 44 21 upper upper JJ cord-279245-z8pafxok 44 22 ( ( -LRB- cord-279245-z8pafxok 44 23 black black JJ cord-279245-z8pafxok 44 24 ) ) -RRB- cord-279245-z8pafxok 44 25 points point NNS cord-279245-z8pafxok 44 26 in in IN cord-279245-z8pafxok 44 27 the the DT cord-279245-z8pafxok 44 28 figure figure NN cord-279245-z8pafxok 44 29 . . . cord-279245-z8pafxok 45 1 As as IN cord-279245-z8pafxok 45 2 we -PRON- PRP cord-279245-z8pafxok 45 3 saw see VBD cord-279245-z8pafxok 45 4 in in IN cord-279245-z8pafxok 45 5 figure figure NN cord-279245-z8pafxok 45 6 _SP cord-279245-z8pafxok 45 7 1 1 CD cord-279245-z8pafxok 45 8 after after IN cord-279245-z8pafxok 45 9 about about RB cord-279245-z8pafxok 45 10 10 10 CD cord-279245-z8pafxok 45 11 days day NNS cord-279245-z8pafxok 46 1 the the DT cord-279245-z8pafxok 46 2 number number NN cord-279245-z8pafxok 46 3 of of IN cord-279245-z8pafxok 46 4 tests test NNS cord-279245-z8pafxok 46 5 was be VBD cord-279245-z8pafxok 46 6 more more JJR cord-279245-z8pafxok 46 7 than than IN cord-279245-z8pafxok 46 8 doubled double VBN cord-279245-z8pafxok 46 9 and and CC cord-279245-z8pafxok 46 10 also also RB cord-279245-z8pafxok 46 11 quarantine quarantine VB cord-279245-z8pafxok 46 12 measures measure NNS cord-279245-z8pafxok 46 13 were be VBD cord-279245-z8pafxok 46 14 taken take VBN cord-279245-z8pafxok 46 15 by by IN cord-279245-z8pafxok 46 16 the the DT cord-279245-z8pafxok 46 17 Italian italian JJ cord-279245-z8pafxok 46 18 government government NN cord-279245-z8pafxok 46 19 . . . cord-279245-z8pafxok 47 1 This this DT cord-279245-z8pafxok 47 2 led lead VBD cord-279245-z8pafxok 47 3 to to IN cord-279245-z8pafxok 47 4 the the DT cord-279245-z8pafxok 47 5 new new JJ cord-279245-z8pafxok 47 6 fit fit NN cord-279245-z8pafxok 47 7 on on IN cord-279245-z8pafxok 47 8 March March NNP cord-279245-z8pafxok 47 9 12 12 CD cord-279245-z8pafxok 47 10 given give VBN cord-279245-z8pafxok 47 11 by by IN cord-279245-z8pafxok 47 12 the the DT cord-279245-z8pafxok 47 13 cyan cyan JJ cord-279245-z8pafxok 47 14 points point NNS cord-279245-z8pafxok 47 15 in in IN cord-279245-z8pafxok 47 16 the the DT cord-279245-z8pafxok 47 17 figure figure NN cord-279245-z8pafxok 47 18 . . . cord-279245-z8pafxok 48 1 Since since IN cord-279245-z8pafxok 48 2 then then RB cord-279245-z8pafxok 48 3 we -PRON- PRP cord-279245-z8pafxok 48 4 have have VBP cord-279245-z8pafxok 48 5 not not RB cord-279245-z8pafxok 48 6 modified modify VBN cord-279245-z8pafxok 48 7 the the DT cord-279245-z8pafxok 48 8 fit fit NN cord-279245-z8pafxok 48 9 but but CC cord-279245-z8pafxok 48 10 just just RB cord-279245-z8pafxok 48 11 added add VBD cord-279245-z8pafxok 48 12 the the DT cord-279245-z8pafxok 48 13 new new JJ cord-279245-z8pafxok 48 14 daily daily JJ cord-279245-z8pafxok 48 15 points point NNS cord-279245-z8pafxok 48 16 which which WDT cord-279245-z8pafxok 48 17 seem seem VBP cord-279245-z8pafxok 48 18 to to TO cord-279245-z8pafxok 48 19 follow follow VB cord-279245-z8pafxok 48 20 the the DT cord-279245-z8pafxok 48 21 new new JJ cord-279245-z8pafxok 48 22 fit fit NN cord-279245-z8pafxok 48 23 for for IN cord-279245-z8pafxok 48 24 the the DT cord-279245-z8pafxok 48 25 positives positive NNS cord-279245-z8pafxok 48 26 up up RP cord-279245-z8pafxok 48 27 to to IN cord-279245-z8pafxok 48 28 April April NNP cord-279245-z8pafxok 48 29 4 4 CD cord-279245-z8pafxok 48 30 , , , cord-279245-z8pafxok 48 31 2020 2020 CD cord-279245-z8pafxok 48 32 . . . cord-279245-z8pafxok 49 1 As as IN cord-279245-z8pafxok 49 2 we -PRON- PRP cord-279245-z8pafxok 49 3 can can MD cord-279245-z8pafxok 49 4 see see VB cord-279245-z8pafxok 49 5 there there EX cord-279245-z8pafxok 49 6 seem seem VB cord-279245-z8pafxok 49 7 to to TO cord-279245-z8pafxok 49 8 be be VB cord-279245-z8pafxok 49 9 a a DT cord-279245-z8pafxok 49 10 decrease decrease NN cord-279245-z8pafxok 49 11 for for IN cord-279245-z8pafxok 49 12 the the DT cord-279245-z8pafxok 49 13 last last JJ cord-279245-z8pafxok 49 14 points point NNS cord-279245-z8pafxok 49 15 . . . cord-279245-z8pafxok 50 1 A a DT cord-279245-z8pafxok 50 2 decrease decrease NN cord-279245-z8pafxok 50 3 from from IN cord-279245-z8pafxok 50 4 the the DT cord-279245-z8pafxok 50 5 prediction prediction NN cord-279245-z8pafxok 50 6 means mean VBZ cord-279245-z8pafxok 50 7 that that IN cord-279245-z8pafxok 50 8 the the DT cord-279245-z8pafxok 50 9 probability probability NN cord-279245-z8pafxok 50 10 to to TO cord-279245-z8pafxok 50 11 be be VB cord-279245-z8pafxok 50 12 positive positive JJ cord-279245-z8pafxok 50 13 to to IN cord-279245-z8pafxok 50 14 the the DT cord-279245-z8pafxok 50 15 virus virus NN cord-279245-z8pafxok 50 16 is be VBZ cord-279245-z8pafxok 50 17 decreasing decrease VBG cord-279245-z8pafxok 50 18 and and CC cord-279245-z8pafxok 50 19 social social JJ cord-279245-z8pafxok 50 20 distancing distancing NN cord-279245-z8pafxok 50 21 plus plus CC cord-279245-z8pafxok 50 22 other other JJ cord-279245-z8pafxok 50 23 measures measure NNS cord-279245-z8pafxok 50 24 are be VBP cord-279245-z8pafxok 50 25 giving give VBG cord-279245-z8pafxok 50 26 some some DT cord-279245-z8pafxok 50 27 results result NNS cord-279245-z8pafxok 50 28 . . . cord-279245-z8pafxok 51 1 If if IN cord-279245-z8pafxok 51 2 we -PRON- PRP cord-279245-z8pafxok 51 3 now now RB cord-279245-z8pafxok 51 4 analyze analyze VBP cord-279245-z8pafxok 51 5 the the DT cord-279245-z8pafxok 51 6 fatalities fatality NNS cord-279245-z8pafxok 51 7 , , , cord-279245-z8pafxok 51 8 we -PRON- PRP cord-279245-z8pafxok 51 9 first first RB cord-279245-z8pafxok 51 10 of of IN cord-279245-z8pafxok 51 11 all all DT cord-279245-z8pafxok 51 12 notice notice NN cord-279245-z8pafxok 51 13 that that IN cord-279245-z8pafxok 51 14 the the DT cord-279245-z8pafxok 51 15 original original JJ cord-279245-z8pafxok 51 16 prediction prediction NN cord-279245-z8pafxok 51 17 is be VBZ cord-279245-z8pafxok 51 18 followed follow VBN cord-279245-z8pafxok 51 19 by by IN cord-279245-z8pafxok 51 20 the the DT cord-279245-z8pafxok 51 21 data datum NNS cord-279245-z8pafxok 52 1 and and CC cord-279245-z8pafxok 52 2 we -PRON- PRP cord-279245-z8pafxok 52 3 did do VBD cord-279245-z8pafxok 52 4 not not RB cord-279245-z8pafxok 52 5 need need VB cord-279245-z8pafxok 52 6 to to TO cord-279245-z8pafxok 52 7 perform perform VB cord-279245-z8pafxok 52 8 a a DT cord-279245-z8pafxok 52 9 new new JJ cord-279245-z8pafxok 52 10 fit fit NN cord-279245-z8pafxok 52 11 on on IN cord-279245-z8pafxok 52 12 March March NNP cord-279245-z8pafxok 52 13 12 12 CD cord-279245-z8pafxok 52 14 at at IN cord-279245-z8pafxok 52 15 variance variance NN cord-279245-z8pafxok 52 16 with with IN cord-279245-z8pafxok 52 17 the the DT cord-279245-z8pafxok 52 18 number number NN cord-279245-z8pafxok 52 19 of of IN cord-279245-z8pafxok 52 20 positives positive NNS cord-279245-z8pafxok 52 21 . . . cord-279245-z8pafxok 53 1 Furthermore furthermore RB cord-279245-z8pafxok 53 2 , , , cord-279245-z8pafxok 53 3 the the DT cord-279245-z8pafxok 53 4 probability probability NN cord-279245-z8pafxok 53 5 for for IN cord-279245-z8pafxok 53 6 fatalities fatality NNS cord-279245-z8pafxok 53 7 seem seem VBP cord-279245-z8pafxok 53 8 to to TO cord-279245-z8pafxok 53 9 follow follow VB cord-279245-z8pafxok 53 10 the the DT cord-279245-z8pafxok 53 11 prediction prediction NN cord-279245-z8pafxok 53 12 and and CC cord-279245-z8pafxok 53 13 little little JJ cord-279245-z8pafxok 53 14 or or CC cord-279245-z8pafxok 53 15 no no DT cord-279245-z8pafxok 53 16 decrease decrease NN cord-279245-z8pafxok 53 17 is be VBZ cord-279245-z8pafxok 53 18 observed observe VBN cord-279245-z8pafxok 53 19 . . . cord-279245-z8pafxok 54 1 Another another DT cord-279245-z8pafxok 54 2 important important JJ cord-279245-z8pafxok 54 3 quantity quantity NN cord-279245-z8pafxok 54 4 that that WDT cord-279245-z8pafxok 54 5 we -PRON- PRP cord-279245-z8pafxok 54 6 plot plot VBP cord-279245-z8pafxok 54 7 is be VBZ cord-279245-z8pafxok 54 8 the the DT cord-279245-z8pafxok 54 9 ratio ratio NN cord-279245-z8pafxok 54 10 deceased decease VBN cord-279245-z8pafxok 54 11 / / SYM cord-279245-z8pafxok 54 12 positives positive NNS cord-279245-z8pafxok 54 13 , , , cord-279245-z8pafxok 54 14 which which WDT cord-279245-z8pafxok 54 15 should should MD cord-279245-z8pafxok 54 16 be be VB cord-279245-z8pafxok 54 17 somewhat somewhat RB cord-279245-z8pafxok 54 18 independent independent JJ cord-279245-z8pafxok 54 19 on on IN cord-279245-z8pafxok 54 20 the the DT cord-279245-z8pafxok 54 21 total total JJ cord-279245-z8pafxok 54 22 number number NN cord-279245-z8pafxok 54 23 of of IN cord-279245-z8pafxok 54 24 tests test NNS cord-279245-z8pafxok 54 25 if if IN cord-279245-z8pafxok 54 26 the the DT cord-279245-z8pafxok 54 27 method method NN cord-279245-z8pafxok 54 28 to to TO cord-279245-z8pafxok 54 29 choose choose VB cord-279245-z8pafxok 54 30 the the DT cord-279245-z8pafxok 54 31 people people NNS cord-279245-z8pafxok 54 32 to to TO cord-279245-z8pafxok 54 33 be be VB cord-279245-z8pafxok 54 34 tested test VBN cord-279245-z8pafxok 54 35 does do VBZ cord-279245-z8pafxok 54 36 not not RB cord-279245-z8pafxok 54 37 change change VB cord-279245-z8pafxok 54 38 . . . cord-279245-z8pafxok 55 1 As as IN cord-279245-z8pafxok 55 2 we -PRON- PRP cord-279245-z8pafxok 55 3 can can MD cord-279245-z8pafxok 55 4 see see VB cord-279245-z8pafxok 55 5 the the DT cord-279245-z8pafxok 55 6 ratio ratio NN cord-279245-z8pafxok 55 7 keeps keep VBZ cord-279245-z8pafxok 55 8 increasing increase VBG cord-279245-z8pafxok 55 9 and and CC cord-279245-z8pafxok 55 10 becomes become VBZ cord-279245-z8pafxok 55 11 larger large JJR cord-279245-z8pafxok 55 12 than than IN cord-279245-z8pafxok 55 13 10 10 CD cord-279245-z8pafxok 55 14 % % NN cord-279245-z8pafxok 55 15 . . . cord-279245-z8pafxok 56 1 This this DT cord-279245-z8pafxok 56 2 is be VBZ cord-279245-z8pafxok 56 3 much much RB cord-279245-z8pafxok 56 4 higher high JJR cord-279245-z8pafxok 56 5 than than IN cord-279245-z8pafxok 56 6 Germany Germany NNP cord-279245-z8pafxok 56 7 for for IN cord-279245-z8pafxok 56 8 instance instance NN cord-279245-z8pafxok 56 9 , , , cord-279245-z8pafxok 56 10 which which WDT cord-279245-z8pafxok 56 11 has have VBZ cord-279245-z8pafxok 56 12 a a DT cord-279245-z8pafxok 56 13 large large JJ cord-279245-z8pafxok 56 14 number number NN cord-279245-z8pafxok 56 15 of of IN cord-279245-z8pafxok 56 16 positives positive NNS cord-279245-z8pafxok 56 17 as as RB cord-279245-z8pafxok 56 18 well well RB cord-279245-z8pafxok 56 19 , , , cord-279245-z8pafxok 56 20 and and CC cord-279245-z8pafxok 56 21 can can MD cord-279245-z8pafxok 56 22 be be VB cord-279245-z8pafxok 56 23 statistically statistically RB cord-279245-z8pafxok 56 24 compared compare VBN cord-279245-z8pafxok 56 25 to to IN cord-279245-z8pafxok 56 26 Italy Italy NNP cord-279245-z8pafxok 56 27 . . . cord-279245-z8pafxok 57 1 Other other JJ cord-279245-z8pafxok 57 2 countries country NNS cord-279245-z8pafxok 57 3 like like IN cord-279245-z8pafxok 57 4 Spain Spain NNP cord-279245-z8pafxok 57 5 and and CC cord-279245-z8pafxok 57 6 UK UK NNP cord-279245-z8pafxok 57 7 show show VBP cord-279245-z8pafxok 57 8 similar similar JJ cord-279245-z8pafxok 57 9 values value NNS cord-279245-z8pafxok 57 10 for for IN cord-279245-z8pafxok 57 11 the the DT cord-279245-z8pafxok 57 12 ratio ratio NN cord-279245-z8pafxok 57 13 like like IN cord-279245-z8pafxok 57 14 Italy Italy NNP cord-279245-z8pafxok 57 15 . . . cord-279245-z8pafxok 58 1 These these DT cord-279245-z8pafxok 58 2 large large JJ cord-279245-z8pafxok 58 3 fluctuations fluctuation NNS cord-279245-z8pafxok 58 4 might may MD cord-279245-z8pafxok 58 5 be be VB cord-279245-z8pafxok 58 6 attributed attribute VBN cord-279245-z8pafxok 58 7 to to IN cord-279245-z8pafxok 58 8 the the DT cord-279245-z8pafxok 58 9 different different JJ cord-279245-z8pafxok 58 10 health health NN cord-279245-z8pafxok 58 11 facilities facility NNS cord-279245-z8pafxok 58 12 , , , cord-279245-z8pafxok 58 13 ventilators ventilator NNS cord-279245-z8pafxok 58 14 , , , cord-279245-z8pafxok 58 15 hospital hospital NN cord-279245-z8pafxok 58 16 overcrowding overcrowding NN cord-279245-z8pafxok 58 17 etc etc FW cord-279245-z8pafxok 58 18 . . . cord-279245-z8pafxok 59 1 It -PRON- PRP cord-279245-z8pafxok 59 2 is be VBZ cord-279245-z8pafxok 59 3 important important JJ cord-279245-z8pafxok 59 4 to to TO cord-279245-z8pafxok 59 5 coordinate coordinate VB cord-279245-z8pafxok 59 6 the the DT cord-279245-z8pafxok 59 7 action action NN cord-279245-z8pafxok 59 8 in in IN cord-279245-z8pafxok 59 9 different different JJ cord-279245-z8pafxok 59 10 countries country NNS cord-279245-z8pafxok 59 11 to to TO cord-279245-z8pafxok 59 12 try try VB cord-279245-z8pafxok 59 13 to to TO cord-279245-z8pafxok 59 14 understand understand VB cord-279245-z8pafxok 59 15 the the DT cord-279245-z8pafxok 59 16 reason reason NN cord-279245-z8pafxok 59 17 for for IN cord-279245-z8pafxok 59 18 the the DT cord-279245-z8pafxok 59 19 discrepancies discrepancy NNS cord-279245-z8pafxok 59 20 and and CC cord-279245-z8pafxok 59 21 save save VB cord-279245-z8pafxok 59 22 many many JJ cord-279245-z8pafxok 59 23 lives life NNS cord-279245-z8pafxok 59 24 . . . cord-279245-z8pafxok 60 1 One one CD cord-279245-z8pafxok 60 2 possibility possibility NN cord-279245-z8pafxok 60 3 for for IN cord-279245-z8pafxok 60 4 the the DT cord-279245-z8pafxok 60 5 large large JJ cord-279245-z8pafxok 60 6 number number NN cord-279245-z8pafxok 60 7 of of IN cord-279245-z8pafxok 60 8 fatalities fatality NNS cord-279245-z8pafxok 60 9 in in IN cord-279245-z8pafxok 60 10 Italy Italy NNP cord-279245-z8pafxok 60 11 respect respect NN cord-279245-z8pafxok 60 12 to to IN cord-279245-z8pafxok 60 13 other other JJ cord-279245-z8pafxok 60 14 countries country NNS cord-279245-z8pafxok 60 15 could could MD cord-279245-z8pafxok 60 16 be be VB cord-279245-z8pafxok 60 17 a a DT cord-279245-z8pafxok 60 18 time time NN cord-279245-z8pafxok 60 19 delay delay NN cord-279245-z8pafxok 60 20 between between IN cord-279245-z8pafxok 60 21 being be VBG cord-279245-z8pafxok 60 22 tested test VBN cord-279245-z8pafxok 60 23 positive positive JJ cord-279245-z8pafxok 60 24 and and CC cord-279245-z8pafxok 60 25 passing pass VBG cord-279245-z8pafxok 60 26 away away RB cord-279245-z8pafxok 60 27 . . . cord-279245-z8pafxok 61 1 In in IN cord-279245-z8pafxok 61 2 fact fact NN cord-279245-z8pafxok 61 3 , , , cord-279245-z8pafxok 61 4 in in IN cord-279245-z8pafxok 61 5 figure figure NN cord-279245-z8pafxok 61 6 2 2 CD cord-279245-z8pafxok 61 7 we -PRON- PRP cord-279245-z8pafxok 61 8 notice notice VBP cord-279245-z8pafxok 61 9 that that IN cord-279245-z8pafxok 61 10 the the DT cord-279245-z8pafxok 61 11 ratio ratio NN cord-279245-z8pafxok 61 12 is be VBZ cord-279245-z8pafxok 61 13 less less JJR cord-279245-z8pafxok 61 14 than than IN cord-279245-z8pafxok 61 15 3 3 CD cord-279245-z8pafxok 61 16 % % NN cord-279245-z8pafxok 61 17 before before IN cord-279245-z8pafxok 61 18 day day NN cord-279245-z8pafxok 61 19 10 10 CD cord-279245-z8pafxok 61 20 , , , cord-279245-z8pafxok 61 21 similar similar JJ cord-279245-z8pafxok 61 22 to to IN cord-279245-z8pafxok 61 23 other other JJ cord-279245-z8pafxok 61 24 countries country NNS cord-279245-z8pafxok 61 25 . . . cord-279245-z8pafxok 62 1 However however RB cord-279245-z8pafxok 62 2 , , , cord-279245-z8pafxok 62 3 China China NNP cord-279245-z8pafxok 62 4 , , , cord-279245-z8pafxok 62 5 Germany Germany NNP cord-279245-z8pafxok 62 6 , , , cord-279245-z8pafxok 62 7 Spain Spain NNP cord-279245-z8pafxok 62 8 , , , cord-279245-z8pafxok 62 9 UK UK NNP cord-279245-z8pafxok 62 10 and and CC cord-279245-z8pafxok 62 11 other other JJ cord-279245-z8pafxok 62 12 countries country NNS cord-279245-z8pafxok 62 13 have have VBP cord-279245-z8pafxok 62 14 been be VBN cord-279245-z8pafxok 62 15 contrasting contrast VBG cord-279245-z8pafxok 62 16 the the DT cord-279245-z8pafxok 62 17 virus virus NN cord-279245-z8pafxok 62 18 from from IN cord-279245-z8pafxok 62 19 more more JJR cord-279245-z8pafxok 62 20 than than IN cord-279245-z8pafxok 62 21 10 10 CD cord-279245-z8pafxok 62 22 days day NNS cord-279245-z8pafxok 62 23 already already RB cord-279245-z8pafxok 62 24 thus thus RB cord-279245-z8pafxok 62 25 any any DT cord-279245-z8pafxok 62 26 transient transient JJ cord-279245-z8pafxok 62 27 effect effect NN cord-279245-z8pafxok 62 28 should should MD cord-279245-z8pafxok 62 29 be be VB cord-279245-z8pafxok 62 30 finished finish VBN cord-279245-z8pafxok 62 31 . . . cord-279245-z8pafxok 63 1 Another another DT cord-279245-z8pafxok 63 2 reason reason NN cord-279245-z8pafxok 63 3 we -PRON- PRP cord-279245-z8pafxok 63 4 could could MD cord-279245-z8pafxok 63 5 explore explore VB cord-279245-z8pafxok 63 6 is be VBZ cord-279245-z8pafxok 63 7 hospital hospital NN cord-279245-z8pafxok 63 8 overcrowding overcrowding NN cord-279245-z8pafxok 63 9 which which WDT cord-279245-z8pafxok 63 10 leads lead VBZ cord-279245-z8pafxok 63 11 to to IN cord-279245-z8pafxok 63 12 a a DT cord-279245-z8pafxok 63 13 lack lack NN cord-279245-z8pafxok 63 14 of of IN cord-279245-z8pafxok 63 15 resources resource NNS cord-279245-z8pafxok 63 16 to to TO cord-279245-z8pafxok 63 17 deal deal VB cord-279245-z8pafxok 63 18 with with IN cord-279245-z8pafxok 63 19 the the DT cord-279245-z8pafxok 63 20 emergency emergency NN cord-279245-z8pafxok 63 21 . . . cord-279245-z8pafxok 64 1 In in IN cord-279245-z8pafxok 64 2 figure figure NN cord-279245-z8pafxok 64 3 3 3 CD cord-279245-z8pafxok 64 4 we -PRON- PRP cord-279245-z8pafxok 64 5 plot plot VBP cord-279245-z8pafxok 64 6 the the DT cord-279245-z8pafxok 64 7 ratio ratio NN cord-279245-z8pafxok 64 8 = = SYM cord-279245-z8pafxok 64 9 fatalities fatality NNS cord-279245-z8pafxok 64 10 / / SYM cord-279245-z8pafxok 64 11 positives positive NNS cord-279245-z8pafxok 64 12 as as IN cord-279245-z8pafxok 64 13 function function NN cord-279245-z8pafxok 64 14 of of IN cord-279245-z8pafxok 64 15 the the DT cord-279245-z8pafxok 64 16 number number NN cord-279245-z8pafxok 64 17 of of IN cord-279245-z8pafxok 64 18 people people NNS cord-279245-z8pafxok 64 19 hospitalized hospitalize VBN cord-279245-z8pafxok 64 20 each each DT cord-279245-z8pafxok 64 21 day day NN cord-279245-z8pafxok 64 22 . . . cord-279245-z8pafxok 65 1 A a DT cord-279245-z8pafxok 65 2 clear clear JJ cord-279245-z8pafxok 65 3 correlation correlation NN cord-279245-z8pafxok 65 4 between between IN cord-279245-z8pafxok 65 5 the the DT cord-279245-z8pafxok 65 6 two two CD cord-279245-z8pafxok 65 7 variables variable NNS cord-279245-z8pafxok 65 8 is be VBZ cord-279245-z8pafxok 65 9 visible visible JJ cord-279245-z8pafxok 65 10 and and CC cord-279245-z8pafxok 65 11 we -PRON- PRP cord-279245-z8pafxok 65 12 have have VBP cord-279245-z8pafxok 65 13 parameterized parameterize VBN cord-279245-z8pafxok 65 14 it -PRON- PRP cord-279245-z8pafxok 65 15 as as IN cord-279245-z8pafxok 65 16 : : : cord-279245-z8pafxok 65 17 ( ( -LRB- cord-279245-z8pafxok 65 18 2 2 LS cord-279245-z8pafxok 65 19 ) ) -RRB- cord-279245-z8pafxok 65 20 . . . cord-279245-z8pafxok 66 1 m m NNP cord-279245-z8pafxok 66 2 1 1 CD cord-279245-z8pafxok 66 3 , , , cord-279245-z8pafxok 66 4 x x SYM cord-279245-z8pafxok 66 5 cr cr NN cord-279245-z8pafxok 66 6 and and CC cord-279245-z8pafxok 67 1 m m LS cord-279245-z8pafxok 67 2 3 3 CD cord-279245-z8pafxok 67 3 are be VBP cord-279245-z8pafxok 67 4 fitting fitting JJ cord-279245-z8pafxok 67 5 parameters parameter NNS cord-279245-z8pafxok 67 6 and and CC cord-279245-z8pafxok 67 7 are be VBP cord-279245-z8pafxok 67 8 displayed display VBN cord-279245-z8pafxok 67 9 in in IN cord-279245-z8pafxok 67 10 the the DT cord-279245-z8pafxok 67 11 figure figure NN cord-279245-z8pafxok 67 12 . . . cord-279245-z8pafxok 68 1 In in IN cord-279245-z8pafxok 68 2 particular particular JJ cord-279245-z8pafxok 68 3 x x SYM cord-279245-z8pafxok 68 4 cr cr NNP cord-279245-z8pafxok 68 5 gives give VBZ cord-279245-z8pafxok 68 6 a a DT cord-279245-z8pafxok 68 7 ' ' `` cord-279245-z8pafxok 68 8 critical critical JJ cord-279245-z8pafxok 68 9 ' ' '' cord-279245-z8pafxok 68 10 value value NN cord-279245-z8pafxok 68 11 above above IN cord-279245-z8pafxok 68 12 which which WDT cord-279245-z8pafxok 68 13 the the DT cord-279245-z8pafxok 68 14 ratio ratio NN cord-279245-z8pafxok 68 15 grows grow VBZ cord-279245-z8pafxok 68 16 quickly quickly RB cord-279245-z8pafxok 68 17 . . . cord-279245-z8pafxok 69 1 This this DT cord-279245-z8pafxok 69 2 parameterization parameterization NN cord-279245-z8pafxok 69 3 is be VBZ cord-279245-z8pafxok 69 4 inspired inspire VBN cord-279245-z8pafxok 69 5 by by IN cord-279245-z8pafxok 69 6 critical critical JJ cord-279245-z8pafxok 69 7 phenomena phenomenon NNS cord-279245-z8pafxok 69 8 such such JJ cord-279245-z8pafxok 69 9 as as IN cord-279245-z8pafxok 69 10 the the DT cord-279245-z8pafxok 69 11 liquid liquid NN cord-279245-z8pafxok 69 12 - - HYPH cord-279245-z8pafxok 69 13 gas gas NN cord-279245-z8pafxok 69 14 ( ( -LRB- cord-279245-z8pafxok 69 15 second second JJ cord-279245-z8pafxok 69 16 order order NN cord-279245-z8pafxok 69 17 ) ) -RRB- cord-279245-z8pafxok 69 18 phase phase NN cord-279245-z8pafxok 69 19 transition transition NN cord-279245-z8pafxok 69 20 in in IN cord-279245-z8pafxok 69 21 normal normal JJ cord-279245-z8pafxok 69 22 fluids fluid NNS cord-279245-z8pafxok 69 23 and and CC cord-279245-z8pafxok 69 24 also also RB cord-279245-z8pafxok 69 25 in in IN cord-279245-z8pafxok 69 26 chaotic chaotic JJ cord-279245-z8pafxok 69 27 maps map NNS cord-279245-z8pafxok 69 28 1 1 CD cord-279245-z8pafxok 69 29 . . . cord-279245-z8pafxok 70 1 If if IN cord-279245-z8pafxok 70 2 taken take VBN cord-279245-z8pafxok 70 3 literally literally RB cord-279245-z8pafxok 70 4 this this DT cord-279245-z8pafxok 70 5 result result NN cord-279245-z8pafxok 70 6 would would MD cord-279245-z8pafxok 70 7 imply imply VB cord-279245-z8pafxok 70 8 that that IN cord-279245-z8pafxok 70 9 hospitals hospital NNS cord-279245-z8pafxok 70 10 should should MD cord-279245-z8pafxok 70 11 not not RB cord-279245-z8pafxok 70 12 admit admit VB cord-279245-z8pafxok 70 13 more more JJR cord-279245-z8pafxok 70 14 than than IN cord-279245-z8pafxok 70 15 694±56 694±56 CD cord-279245-z8pafxok 70 16 people people NNS cord-279245-z8pafxok 70 17 daily daily RB cord-279245-z8pafxok 70 18 , , , cord-279245-z8pafxok 70 19 however however RB cord-279245-z8pafxok 70 20 as as IN cord-279245-z8pafxok 70 21 discussed discuss VBN cord-279245-z8pafxok 70 22 above above RB cord-279245-z8pafxok 70 23 for for IN cord-279245-z8pafxok 70 24 the the DT cord-279245-z8pafxok 70 25 total total JJ cord-279245-z8pafxok 70 26 number number NN cord-279245-z8pafxok 70 27 of of IN cord-279245-z8pafxok 70 28 tests test NNS cord-279245-z8pafxok 70 29 , , , cord-279245-z8pafxok 70 30 this this DT cord-279245-z8pafxok 70 31 plot plot NN cord-279245-z8pafxok 70 32 would would MD cord-279245-z8pafxok 70 33 be be VB cord-279245-z8pafxok 70 34 more more RBR cord-279245-z8pafxok 70 35 meaningful meaningful JJ cord-279245-z8pafxok 70 36 if if IN cord-279245-z8pafxok 70 37 we -PRON- PRP cord-279245-z8pafxok 70 38 would would MD cord-279245-z8pafxok 70 39 know know VB cord-279245-z8pafxok 70 40 how how WRB cord-279245-z8pafxok 70 41 many many JJ cord-279245-z8pafxok 70 42 patients patient NNS cord-279245-z8pafxok 70 43 can can MD cord-279245-z8pafxok 70 44 the the DT cord-279245-z8pafxok 70 45 hospital hospital NN cord-279245-z8pafxok 70 46 accommodate accommodate VB cord-279245-z8pafxok 70 47 in in IN cord-279245-z8pafxok 70 48 normal normal JJ cord-279245-z8pafxok 70 49 and and CC cord-279245-z8pafxok 70 50 safe safe JJ cord-279245-z8pafxok 70 51 conditions condition NNS cord-279245-z8pafxok 70 52 . . . cord-279245-z8pafxok 71 1 In in IN cord-279245-z8pafxok 71 2 other other JJ cord-279245-z8pafxok 71 3 words word NNS cord-279245-z8pafxok 71 4 the the DT cord-279245-z8pafxok 71 5 number number NN cord-279245-z8pafxok 71 6 of of IN cord-279245-z8pafxok 71 7 hospitalized hospitalize VBN cord-279245-z8pafxok 71 8 people people NNS cord-279245-z8pafxok 71 9 might may MD cord-279245-z8pafxok 71 10 increase increase VB cord-279245-z8pafxok 71 11 together together RB cord-279245-z8pafxok 71 12 with with IN cord-279245-z8pafxok 71 13 the the DT cord-279245-z8pafxok 71 14 number number NN cord-279245-z8pafxok 71 15 of of IN cord-279245-z8pafxok 71 16 hospitals hospital NNS cord-279245-z8pafxok 71 17 involved involve VBN cord-279245-z8pafxok 71 18 thus thus RB cord-279245-z8pafxok 71 19 to to TO cord-279245-z8pafxok 71 20 have have VB cord-279245-z8pafxok 71 21 an an DT cord-279245-z8pafxok 71 22 unequivocal unequivocal JJ cord-279245-z8pafxok 71 23 correlation correlation NN cord-279245-z8pafxok 71 24 the the DT cord-279245-z8pafxok 71 25 total total JJ cord-279245-z8pafxok 71 26 hospital hospital NN cord-279245-z8pafxok 71 27 capability capability NN cord-279245-z8pafxok 71 28 should should MD cord-279245-z8pafxok 71 29 be be VB cord-279245-z8pafxok 71 30 known know VBN cord-279245-z8pafxok 71 31 . . . cord-279245-z8pafxok 72 1 The the DT cord-279245-z8pafxok 72 2 latter latter JJ cord-279245-z8pafxok 72 3 is be VBZ cord-279245-z8pafxok 72 4 not not RB cord-279245-z8pafxok 72 5 given give VBN cord-279245-z8pafxok 72 6 in in IN cord-279245-z8pafxok 72 7 https://github.com/pcm-dpc/COVID-19 https://github.com/pcm-dpc/COVID-19 NNP cord-279245-z8pafxok 73 1 and and CC cord-279245-z8pafxok 73 2 , , , cord-279245-z8pafxok 73 3 we -PRON- PRP cord-279245-z8pafxok 73 4 hope hope VBP cord-279245-z8pafxok 73 5 , , , cord-279245-z8pafxok 73 6 this this DT cord-279245-z8pafxok 73 7 will will MD cord-279245-z8pafxok 73 8 be be VB cord-279245-z8pafxok 73 9 addressed address VBN cord-279245-z8pafxok 73 10 soon soon RB cord-279245-z8pafxok 73 11 , , , cord-279245-z8pafxok 73 12 together together RB cord-279245-z8pafxok 73 13 with with IN cord-279245-z8pafxok 73 14 the the DT cord-279245-z8pafxok 73 15 total total JJ cord-279245-z8pafxok 73 16 number number NN cord-279245-z8pafxok 73 17 of of IN cord-279245-z8pafxok 73 18 ventilators ventilator NNS cord-279245-z8pafxok 73 19 available available JJ cord-279245-z8pafxok 73 20 . . . cord-279245-z8pafxok 74 1 In in IN cord-279245-z8pafxok 74 2 any any DT cord-279245-z8pafxok 74 3 case case NN cord-279245-z8pafxok 74 4 we -PRON- PRP cord-279245-z8pafxok 74 5 expect expect VBP cord-279245-z8pafxok 74 6 that that IN cord-279245-z8pafxok 74 7 some some DT cord-279245-z8pafxok 74 8 kind kind NN cord-279245-z8pafxok 74 9 of of IN cord-279245-z8pafxok 74 10 correlation correlation NN cord-279245-z8pafxok 74 11 like like IN cord-279245-z8pafxok 74 12 in in IN cord-279245-z8pafxok 74 13 figure figure NN cord-279245-z8pafxok 74 14 3 3 CD cord-279245-z8pafxok 74 15 will will MD cord-279245-z8pafxok 74 16 remain remain VB cord-279245-z8pafxok 74 17 . . . cord-279245-z8pafxok 75 1 Other other JJ cord-279245-z8pafxok 75 2 delocalized delocalized JJ cord-279245-z8pafxok 75 3 facilities facility NNS cord-279245-z8pafxok 75 4 should should MD cord-279245-z8pafxok 75 5 be be VB cord-279245-z8pafxok 75 6 organized organize VBN cord-279245-z8pafxok 75 7 to to TO cord-279245-z8pafxok 75 8 do do VB cord-279245-z8pafxok 75 9 a a DT cord-279245-z8pafxok 75 10 preliminary preliminary JJ cord-279245-z8pafxok 75 11 screening screening NN cord-279245-z8pafxok 75 12 and and CC cord-279245-z8pafxok 75 13 admit admit VB cord-279245-z8pafxok 75 14 to to IN cord-279245-z8pafxok 75 15 the the DT cord-279245-z8pafxok 75 16 hospital hospital NN cord-279245-z8pafxok 75 17 only only RB cord-279245-z8pafxok 75 18 the the DT cord-279245-z8pafxok 75 19 most most RBS cord-279245-z8pafxok 75 20 severe severe JJ cord-279245-z8pafxok 75 21 cases case NNS cord-279245-z8pafxok 75 22 , , , cord-279245-z8pafxok 75 23 below below IN cord-279245-z8pafxok 75 24 the the DT cord-279245-z8pafxok 75 25 capability capability NN cord-279245-z8pafxok 75 26 limits limit VBZ cord-279245-z8pafxok 75 27 for for IN cord-279245-z8pafxok 75 28 each each DT cord-279245-z8pafxok 75 29 facility facility NN cord-279245-z8pafxok 75 30 . . . cord-279245-z8pafxok 76 1 Figure figure NN cord-279245-z8pafxok 76 2 2 2 CD cord-279245-z8pafxok 76 3 shows show VBZ cord-279245-z8pafxok 76 4 that that IN cord-279245-z8pafxok 76 5 at at RB cord-279245-z8pafxok 76 6 most most JJS cord-279245-z8pafxok 76 7 1 1 CD cord-279245-z8pafxok 76 8 person person NN cord-279245-z8pafxok 76 9 out out IN cord-279245-z8pafxok 76 10 of of IN cord-279245-z8pafxok 76 11 5 5 CD cord-279245-z8pafxok 76 12 tests test NNS cord-279245-z8pafxok 76 13 positive positive JJ cord-279245-z8pafxok 76 14 to to IN cord-279245-z8pafxok 76 15 the the DT cord-279245-z8pafxok 76 16 virus virus NN cord-279245-z8pafxok 76 17 but but CC cord-279245-z8pafxok 76 18 being be VBG cord-279245-z8pafxok 76 19 admitted admit VBN cord-279245-z8pafxok 76 20 in in IN cord-279245-z8pafxok 76 21 an an DT cord-279245-z8pafxok 76 22 overcrowded overcrowded JJ cord-279245-z8pafxok 76 23 hospital hospital NN cord-279245-z8pafxok 76 24 increases increase VBZ cord-279245-z8pafxok 76 25 the the DT cord-279245-z8pafxok 76 26 probability probability NN cord-279245-z8pafxok 76 27 of of IN cord-279245-z8pafxok 76 28 serious serious JJ cord-279245-z8pafxok 76 29 complications complication NNS cord-279245-z8pafxok 76 30 , , . cord-279245-z8pafxok 77 1 i.e. i.e. IN cord-279245-z8pafxok 77 2 more more JJR cord-279245-z8pafxok 77 3 than than IN cord-279245-z8pafxok 77 4 1 1 CD cord-279245-z8pafxok 77 5 person person NN cord-279245-z8pafxok 77 6 out out IN cord-279245-z8pafxok 77 7 of of IN cord-279245-z8pafxok 77 8 50 50 CD cord-279245-z8pafxok 77 9 might may MD cord-279245-z8pafxok 77 10 die die VB cord-279245-z8pafxok 77 11 ( ( -LRB- cord-279245-z8pafxok 77 12 in in IN cord-279245-z8pafxok 77 13 Germany Germany NNP cord-279245-z8pafxok 77 14 it -PRON- PRP cord-279245-z8pafxok 77 15 is be VBZ cord-279245-z8pafxok 77 16 roughly roughly RB cord-279245-z8pafxok 77 17 1 1 CD cord-279245-z8pafxok 77 18 out out IN cord-279245-z8pafxok 77 19 of of IN cord-279245-z8pafxok 77 20 300 300 CD cord-279245-z8pafxok 77 21 presently presently RB cord-279245-z8pafxok 77 22 ) ) -RRB- cord-279245-z8pafxok 77 23 . . . cord-279245-z8pafxok 78 1 An an DT cord-279245-z8pafxok 78 2 overcrowded overcrowded JJ cord-279245-z8pafxok 78 3 hospital hospital NN cord-279245-z8pafxok 78 4 implies imply VBZ cord-279245-z8pafxok 78 5 that that IN cord-279245-z8pafxok 78 6 the the DT cord-279245-z8pafxok 78 7 number number NN cord-279245-z8pafxok 78 8 of of IN cord-279245-z8pafxok 78 9 ventilators ventilator NNS cord-279245-z8pafxok 78 10 ( ( -LRB- cord-279245-z8pafxok 78 11 which which WDT cord-279245-z8pafxok 78 12 seem seem VBP cord-279245-z8pafxok 78 13 to to TO cord-279245-z8pafxok 78 14 be be VB cord-279245-z8pafxok 78 15 the the DT cord-279245-z8pafxok 78 16 last last JJ cord-279245-z8pafxok 78 17 resource resource NN cord-279245-z8pafxok 78 18 to to TO cord-279245-z8pafxok 78 19 fight fight VB cord-279245-z8pafxok 78 20 the the DT cord-279245-z8pafxok 78 21 virus virus NN cord-279245-z8pafxok 78 22 ) ) -RRB- cord-279245-z8pafxok 78 23 is be VBZ cord-279245-z8pafxok 78 24 not not RB cord-279245-z8pafxok 78 25 sufficient sufficient JJ cord-279245-z8pafxok 78 26 . . . cord-279245-z8pafxok 79 1 Equation equation NN cord-279245-z8pafxok 79 2 ( ( -LRB- cord-279245-z8pafxok 79 3 1 1 CD cord-279245-z8pafxok 79 4 ) ) -RRB- cord-279245-z8pafxok 79 5 gives give VBZ cord-279245-z8pafxok 79 6 a a DT cord-279245-z8pafxok 79 7 very very RB cord-279245-z8pafxok 79 8 good good JJ cord-279245-z8pafxok 79 9 description description NN cord-279245-z8pafxok 79 10 of of IN cord-279245-z8pafxok 79 11 the the DT cord-279245-z8pafxok 79 12 probability probability NN cord-279245-z8pafxok 79 13 of of IN cord-279245-z8pafxok 79 14 being be VBG cord-279245-z8pafxok 79 15 infected infect VBN cord-279245-z8pafxok 79 16 by by IN cord-279245-z8pafxok 79 17 the the DT cord-279245-z8pafxok 79 18 virus virus NN cord-279245-z8pafxok 79 19 but but CC cord-279245-z8pafxok 79 20 does do VBZ cord-279245-z8pafxok 79 21 not not RB cord-279245-z8pafxok 79 22 give give VB cord-279245-z8pafxok 79 23 us -PRON- PRP cord-279245-z8pafxok 79 24 any any DT cord-279245-z8pafxok 79 25 hint hint NN cord-279245-z8pafxok 79 26 on on IN cord-279245-z8pafxok 79 27 when when WRB cord-279245-z8pafxok 79 28 the the DT cord-279245-z8pafxok 79 29 virus virus NN cord-279245-z8pafxok 79 30 will will MD cord-279245-z8pafxok 79 31 stop stop VB cord-279245-z8pafxok 79 32 its -PRON- PRP$ cord-279245-z8pafxok 79 33 deadly deadly JJ cord-279245-z8pafxok 79 34 action action NN cord-279245-z8pafxok 79 35 . . . cord-279245-z8pafxok 80 1 We -PRON- PRP cord-279245-z8pafxok 80 2 could could MD cord-279245-z8pafxok 80 3 in in IN cord-279245-z8pafxok 80 4 principle principle NN cord-279245-z8pafxok 80 5 apply apply VB cord-279245-z8pafxok 80 6 the the DT cord-279245-z8pafxok 80 7 same same JJ cord-279245-z8pafxok 80 8 equation equation NN cord-279245-z8pafxok 80 9 to to IN cord-279245-z8pafxok 80 10 the the DT cord-279245-z8pafxok 80 11 number number NN cord-279245-z8pafxok 80 12 of of IN cord-279245-z8pafxok 80 13 positives positive NNS cord-279245-z8pafxok 80 14 for for IN cord-279245-z8pafxok 80 15 instance instance NN cord-279245-z8pafxok 80 16 without without IN cord-279245-z8pafxok 80 17 normalizing normalize VBG cord-279245-z8pafxok 80 18 by by IN cord-279245-z8pafxok 80 19 the the DT cord-279245-z8pafxok 80 20 total total JJ cord-279245-z8pafxok 80 21 number number NN cord-279245-z8pafxok 80 22 of of IN cord-279245-z8pafxok 80 23 tests test NNS cord-279245-z8pafxok 80 24 . . . cord-279245-z8pafxok 81 1 We -PRON- PRP cord-279245-z8pafxok 81 2 have have VBP cord-279245-z8pafxok 81 3 shown show VBN cord-279245-z8pafxok 81 4 that that IN cord-279245-z8pafxok 81 5 this this DT cord-279245-z8pafxok 81 6 procedure procedure NN cord-279245-z8pafxok 81 7 might may MD cord-279245-z8pafxok 81 8 be be VB cord-279245-z8pafxok 81 9 meaningless meaningless JJ cord-279245-z8pafxok 81 10 if if IN cord-279245-z8pafxok 81 11 the the DT cord-279245-z8pafxok 81 12 number number NN cord-279245-z8pafxok 81 13 of of IN cord-279245-z8pafxok 81 14 tests test NNS cord-279245-z8pafxok 81 15 performed perform VBD cord-279245-z8pafxok 81 16 daily daily JJ cord-279245-z8pafxok 81 17 changes change NNS cord-279245-z8pafxok 81 18 or or CC cord-279245-z8pafxok 81 19 varies vary VBZ cord-279245-z8pafxok 81 20 from from IN cord-279245-z8pafxok 81 21 region region NN cord-279245-z8pafxok 81 22 to to IN cord-279245-z8pafxok 81 23 region region NN cord-279245-z8pafxok 81 24 . . . cord-279245-z8pafxok 82 1 However however RB cord-279245-z8pafxok 82 2 , , , cord-279245-z8pafxok 82 3 from from IN cord-279245-z8pafxok 82 4 figure figure NN cord-279245-z8pafxok 82 5 1 1 CD cord-279245-z8pafxok 82 6 we -PRON- PRP cord-279245-z8pafxok 82 7 notice notice VBP cord-279245-z8pafxok 82 8 that that IN cord-279245-z8pafxok 82 9 after after IN cord-279245-z8pafxok 82 10 day day NN cord-279245-z8pafxok 82 11 10 10 CD cord-279245-z8pafxok 82 12 the the DT cord-279245-z8pafxok 82 13 number number NN cord-279245-z8pafxok 82 14 of of IN cord-279245-z8pafxok 82 15 test test NN cord-279245-z8pafxok 82 16 is be VBZ cord-279245-z8pafxok 82 17 a a DT cord-279245-z8pafxok 82 18 straight straight JJ cord-279245-z8pafxok 82 19 line line NN cord-279245-z8pafxok 82 20 , , , cord-279245-z8pafxok 82 21 which which WDT cord-279245-z8pafxok 82 22 implies imply VBZ cord-279245-z8pafxok 82 23 that that IN cord-279245-z8pafxok 82 24 the the DT cord-279245-z8pafxok 82 25 number number NN cord-279245-z8pafxok 82 26 of of IN cord-279245-z8pafxok 82 27 tests test NNS cord-279245-z8pafxok 82 28 per per IN cord-279245-z8pafxok 82 29 day day NN cord-279245-z8pafxok 82 30 is be VBZ cord-279245-z8pafxok 82 31 constant constant JJ cord-279245-z8pafxok 82 32 . . . cord-279245-z8pafxok 83 1 Thus thus RB cord-279245-z8pafxok 83 2 we -PRON- PRP cord-279245-z8pafxok 83 3 may may MD cord-279245-z8pafxok 83 4 hope hope VB cord-279245-z8pafxok 83 5 that that DT cord-279245-z8pafxok 83 6 equation equation NN cord-279245-z8pafxok 83 7 ( ( -LRB- cord-279245-z8pafxok 83 8 1 1 CD cord-279245-z8pafxok 83 9 ) ) -RRB- cord-279245-z8pafxok 83 10 includes include VBZ cord-279245-z8pafxok 83 11 the the DT cord-279245-z8pafxok 83 12 trivial trivial JJ cord-279245-z8pafxok 83 13 increase increase NN cord-279245-z8pafxok 83 14 of of IN cord-279245-z8pafxok 83 15 daily daily JJ cord-279245-z8pafxok 83 16 tests test NNS cord-279245-z8pafxok 83 17 in in IN cord-279245-z8pafxok 83 18 the the DT cord-279245-z8pafxok 83 19 3 3 CD cord-279245-z8pafxok 83 20 parameters parameter NNS cord-279245-z8pafxok 83 21 and and CC cord-279245-z8pafxok 83 22 try try VB cord-279245-z8pafxok 83 23 to to TO cord-279245-z8pafxok 83 24 make make VB cord-279245-z8pafxok 83 25 predictions prediction NNS cord-279245-z8pafxok 83 26 . . . cord-279245-z8pafxok 84 1 This this DT cord-279245-z8pafxok 84 2 rather rather RB cord-279245-z8pafxok 84 3 empirical empirical JJ cord-279245-z8pafxok 84 4 method method NN cord-279245-z8pafxok 84 5 to to TO cord-279245-z8pafxok 84 6 predict predict VB cord-279245-z8pafxok 84 7 the the DT cord-279245-z8pafxok 84 8 evolution evolution NN cord-279245-z8pafxok 84 9 of of IN cord-279245-z8pafxok 84 10 the the DT cord-279245-z8pafxok 84 11 spread spread NN cord-279245-z8pafxok 84 12 might may MD cord-279245-z8pafxok 84 13 be be VB cord-279245-z8pafxok 84 14 justified justify VBN cord-279245-z8pafxok 84 15 only only RB cord-279245-z8pafxok 84 16 by by IN cord-279245-z8pafxok 84 17 the the DT cord-279245-z8pafxok 84 18 results result NNS cord-279245-z8pafxok 84 19 . . . cord-279245-z8pafxok 85 1 Once once IN cord-279245-z8pafxok 85 2 we -PRON- PRP cord-279245-z8pafxok 85 3 get get VBP cord-279245-z8pafxok 85 4 some some DT cord-279245-z8pafxok 85 5 confidence confidence NN cord-279245-z8pafxok 85 6 for for IN cord-279245-z8pafxok 85 7 some some DT cord-279245-z8pafxok 85 8 cases case NNS cord-279245-z8pafxok 85 9 we -PRON- PRP cord-279245-z8pafxok 85 10 can can MD cord-279245-z8pafxok 85 11 apply apply VB cord-279245-z8pafxok 85 12 it -PRON- PRP cord-279245-z8pafxok 85 13 to to IN cord-279245-z8pafxok 85 14 other other JJ cord-279245-z8pafxok 85 15 cases case NNS cord-279245-z8pafxok 85 16 keeping keep VBG cord-279245-z8pafxok 85 17 in in IN cord-279245-z8pafxok 85 18 mind mind NN cord-279245-z8pafxok 85 19 that that IN cord-279245-z8pafxok 85 20 the the DT cord-279245-z8pafxok 85 21 total total JJ cord-279245-z8pafxok 85 22 number number NN cord-279245-z8pafxok 85 23 of of IN cord-279245-z8pafxok 85 24 tests test NNS cord-279245-z8pafxok 85 25 daily daily RB cord-279245-z8pafxok 85 26 must must MD cord-279245-z8pafxok 85 27 be be VB cord-279245-z8pafxok 85 28 constant constant JJ cord-279245-z8pafxok 85 29 . . . cord-279245-z8pafxok 86 1 In in IN cord-279245-z8pafxok 86 2 the the DT cord-279245-z8pafxok 86 3 figure figure NN cord-279245-z8pafxok 86 4 4 4 CD cord-279245-z8pafxok 86 5 , , , cord-279245-z8pafxok 86 6 we -PRON- PRP cord-279245-z8pafxok 86 7 plot plot VBP cord-279245-z8pafxok 86 8 the the DT cord-279245-z8pafxok 86 9 total total JJ cord-279245-z8pafxok 86 10 number number NN cord-279245-z8pafxok 86 11 of of IN cord-279245-z8pafxok 86 12 positives positive NNS cord-279245-z8pafxok 86 13 , , , cord-279245-z8pafxok 86 14 dismissed dismiss VBN cord-279245-z8pafxok 86 15 healthy healthy JJ cord-279245-z8pafxok 86 16 and and CC cord-279245-z8pafxok 86 17 fatalities fatality NNS cord-279245-z8pafxok 86 18 as as IN cord-279245-z8pafxok 86 19 function function NN cord-279245-z8pafxok 86 20 of of IN cord-279245-z8pafxok 86 21 the the DT cord-279245-z8pafxok 86 22 day day NN cord-279245-z8pafxok 86 23 for for IN cord-279245-z8pafxok 86 24 the the DT cord-279245-z8pafxok 86 25 Italian italian JJ cord-279245-z8pafxok 86 26 case case NN cord-279245-z8pafxok 86 27 . . . cord-279245-z8pafxok 87 1 As as IN cord-279245-z8pafxok 87 2 we -PRON- PRP cord-279245-z8pafxok 87 3 can can MD cord-279245-z8pafxok 87 4 see see VB cord-279245-z8pafxok 87 5 the the DT cord-279245-z8pafxok 87 6 fit fit NN cord-279245-z8pafxok 87 7 reproduces reproduce VBZ cord-279245-z8pafxok 87 8 rather rather RB cord-279245-z8pafxok 87 9 well well RB cord-279245-z8pafxok 88 1 the the DT cord-279245-z8pafxok 88 2 behavior behavior NN cord-279245-z8pafxok 88 3 at at IN cord-279245-z8pafxok 88 4 longer long JJR cord-279245-z8pafxok 88 5 times time NNS cord-279245-z8pafxok 88 6 and and CC cord-279245-z8pafxok 88 7 the the DT cord-279245-z8pafxok 88 8 data datum NNS cord-279245-z8pafxok 88 9 seem seem VBP cord-279245-z8pafxok 88 10 to to TO cord-279245-z8pafxok 88 11 saturate saturate VB cord-279245-z8pafxok 88 12 . . . cord-279245-z8pafxok 89 1 For for IN cord-279245-z8pafxok 89 2 shorter short JJR cord-279245-z8pafxok 89 3 times time NNS cord-279245-z8pafxok 89 4 ( ( -LRB- cord-279245-z8pafxok 89 5 below below IN cord-279245-z8pafxok 89 6 day day NN cord-279245-z8pafxok 89 7 10 10 CD cord-279245-z8pafxok 89 8 ) ) -RRB- cord-279245-z8pafxok 89 9 the the DT cord-279245-z8pafxok 89 10 model model NN cord-279245-z8pafxok 89 11 disagree disagree VBP cord-279245-z8pafxok 89 12 with with IN cord-279245-z8pafxok 89 13 the the DT cord-279245-z8pafxok 89 14 data datum NNS cord-279245-z8pafxok 89 15 due due IN cord-279245-z8pafxok 89 16 to to IN cord-279245-z8pafxok 89 17 the the DT cord-279245-z8pafxok 89 18 fact fact NN cord-279245-z8pafxok 89 19 that that IN cord-279245-z8pafxok 89 20 the the DT cord-279245-z8pafxok 89 21 number number NN cord-279245-z8pafxok 89 22 of of IN cord-279245-z8pafxok 89 23 tests test NNS cord-279245-z8pafxok 89 24 performed perform VBN cord-279245-z8pafxok 89 25 daily daily RB cord-279245-z8pafxok 89 26 increased increase VBD cord-279245-z8pafxok 89 27 . . . cord-279245-z8pafxok 90 1 Thus thus RB cord-279245-z8pafxok 90 2 the the DT cord-279245-z8pafxok 90 3 prediction prediction NN cord-279245-z8pafxok 90 4 of of IN cord-279245-z8pafxok 90 5 figure figure NN cord-279245-z8pafxok 90 6 4 4 CD cord-279245-z8pafxok 90 7 should should MD cord-279245-z8pafxok 90 8 be be VB cord-279245-z8pafxok 90 9 taken take VBN cord-279245-z8pafxok 90 10 with with IN cord-279245-z8pafxok 90 11 caution caution NN cord-279245-z8pafxok 90 12 and and CC cord-279245-z8pafxok 90 13 we -PRON- PRP cord-279245-z8pafxok 90 14 hope hope VBP cord-279245-z8pafxok 90 15 that that IN cord-279245-z8pafxok 90 16 at at IN cord-279245-z8pafxok 90 17 least least JJS cord-279245-z8pafxok 90 18 the the DT cord-279245-z8pafxok 90 19 order order NN cord-279245-z8pafxok 90 20 of of IN cord-279245-z8pafxok 90 21 magnitude magnitude NN cord-279245-z8pafxok 90 22 is be VBZ cord-279245-z8pafxok 90 23 correct correct JJ cord-279245-z8pafxok 90 24 . . . cord-279245-z8pafxok 91 1 Refitting refit VBG cord-279245-z8pafxok 91 2 on on IN cord-279245-z8pafxok 91 3 April April NNP cord-279245-z8pafxok 91 4 5 5 CD cord-279245-z8pafxok 91 5 , , , cord-279245-z8pafxok 91 6 2020 2020 CD cord-279245-z8pafxok 91 7 increased increase VBD cord-279245-z8pafxok 91 8 the the DT cord-279245-z8pafxok 91 9 predictions prediction NNS cord-279245-z8pafxok 91 10 to to IN cord-279245-z8pafxok 91 11 1.43e5±1625 1.43e5±1625 NN cord-279245-z8pafxok 91 12 ( ( -LRB- cord-279245-z8pafxok 91 13 1.35e5 1.35e5 CD cord-279245-z8pafxok 91 14 ) ) -RRB- cord-279245-z8pafxok 91 15 , , , cord-279245-z8pafxok 91 16 17904±296 17904±296 CD cord-279245-z8pafxok 91 17 ( ( -LRB- cord-279245-z8pafxok 91 18 16162 16162 CD cord-279245-z8pafxok 91 19 ) ) -RRB- cord-279245-z8pafxok 91 20 and and CC cord-279245-z8pafxok 91 21 28556±889 28556±889 CD cord-279245-z8pafxok 91 22 ( ( -LRB- cord-279245-z8pafxok 91 23 20954 20954 CD cord-279245-z8pafxok 91 24 ) ) -RRB- cord-279245-z8pafxok 91 25 for for IN cord-279245-z8pafxok 91 26 positives positive NNS cord-279245-z8pafxok 91 27 , , , cord-279245-z8pafxok 91 28 fatalities fatality NNS cord-279245-z8pafxok 91 29 and and CC cord-279245-z8pafxok 91 30 dismissed dismiss VBN cord-279245-z8pafxok 91 31 respectively respectively RB cord-279245-z8pafxok 91 32 ( ( -LRB- cord-279245-z8pafxok 91 33 in in IN cord-279245-z8pafxok 91 34 parentheses parenthesis NNS cord-279245-z8pafxok 91 35 the the DT cord-279245-z8pafxok 91 36 values value NNS cord-279245-z8pafxok 91 37 of of IN cord-279245-z8pafxok 91 38 the the DT cord-279245-z8pafxok 91 39 fit fit NN cord-279245-z8pafxok 91 40 on on IN cord-279245-z8pafxok 91 41 March March NNP cord-279245-z8pafxok 91 42 31 31 CD cord-279245-z8pafxok 91 43 , , , cord-279245-z8pafxok 91 44 2020 2020 CD cord-279245-z8pafxok 91 45 ) ) -RRB- cord-279245-z8pafxok 91 46 . . . cord-279245-z8pafxok 92 1 The the DT cord-279245-z8pafxok 92 2 values value NNS cord-279245-z8pafxok 92 3 of of IN cord-279245-z8pafxok 92 4 the the DT cord-279245-z8pafxok 92 5 fits fit NNS cord-279245-z8pafxok 92 6 performed perform VBN cord-279245-z8pafxok 92 7 at at IN cord-279245-z8pafxok 92 8 different different JJ cord-279245-z8pafxok 92 9 times time NNS cord-279245-z8pafxok 92 10 are be VBP cord-279245-z8pafxok 92 11 slightly slightly RB cord-279245-z8pafxok 92 12 different different JJ cord-279245-z8pafxok 92 13 which which WDT cord-279245-z8pafxok 92 14 suggests suggest VBZ cord-279245-z8pafxok 92 15 that that IN cord-279245-z8pafxok 92 16 the the DT cord-279245-z8pafxok 92 17 fit fit NN cord-279245-z8pafxok 92 18 is be VBZ cord-279245-z8pafxok 92 19 not not RB cord-279245-z8pafxok 92 20 convergent convergent JJ cord-279245-z8pafxok 92 21 yet yet RB cord-279245-z8pafxok 92 22 . . . cord-279245-z8pafxok 93 1 However however RB cord-279245-z8pafxok 93 2 , , , cord-279245-z8pafxok 93 3 the the DT cord-279245-z8pafxok 93 4 results result NNS cord-279245-z8pafxok 93 5 are be VBP cord-279245-z8pafxok 93 6 not not RB cord-279245-z8pafxok 93 7 much much RB cord-279245-z8pafxok 93 8 different different JJ cord-279245-z8pafxok 93 9 which which WDT cord-279245-z8pafxok 93 10 is be VBZ cord-279245-z8pafxok 93 11 a a DT cord-279245-z8pafxok 93 12 good good JJ cord-279245-z8pafxok 93 13 sign sign NN cord-279245-z8pafxok 93 14 together together RB cord-279245-z8pafxok 93 15 with with IN cord-279245-z8pafxok 93 16 the the DT cord-279245-z8pafxok 93 17 decrease decrease NN cord-279245-z8pafxok 93 18 observed observe VBN cord-279245-z8pafxok 93 19 in in IN cord-279245-z8pafxok 93 20 figure figure NN cord-279245-z8pafxok 93 21 2 2 CD cord-279245-z8pafxok 93 22 . . . cord-279245-z8pafxok 94 1 We -PRON- PRP cord-279245-z8pafxok 94 2 can can MD cord-279245-z8pafxok 94 3 specialize specialize VB cord-279245-z8pafxok 94 4 the the DT cord-279245-z8pafxok 94 5 previous previous JJ cord-279245-z8pafxok 94 6 results result NNS cord-279245-z8pafxok 94 7 to to IN cord-279245-z8pafxok 94 8 each each DT cord-279245-z8pafxok 94 9 Italian italian JJ cord-279245-z8pafxok 94 10 region region NN cord-279245-z8pafxok 94 11 to to TO cord-279245-z8pafxok 94 12 get get VB cord-279245-z8pafxok 94 13 important important JJ cord-279245-z8pafxok 94 14 information information NN cord-279245-z8pafxok 94 15 on on IN cord-279245-z8pafxok 94 16 the the DT cord-279245-z8pafxok 94 17 spreading spreading NN cord-279245-z8pafxok 94 18 and and CC cord-279245-z8pafxok 94 19 also also RB cord-279245-z8pafxok 94 20 to to TO cord-279245-z8pafxok 94 21 unveil unveil VB cord-279245-z8pafxok 94 22 anomalies anomaly NNS cord-279245-z8pafxok 94 23 , , , cord-279245-z8pafxok 94 24 which which WDT cord-279245-z8pafxok 94 25 could could MD cord-279245-z8pafxok 94 26 indicate indicate VB cord-279245-z8pafxok 94 27 new new JJ cord-279245-z8pafxok 94 28 . . . cord-279245-z8pafxok 95 1 CC CC NNP cord-279245-z8pafxok 95 2 - - HYPH cord-279245-z8pafxok 95 3 BY BY NNP cord-279245-z8pafxok 95 4 - - HYPH cord-279245-z8pafxok 95 5 ND ND NNP cord-279245-z8pafxok 95 6 4.0 4.0 CD cord-279245-z8pafxok 95 7 International international JJ cord-279245-z8pafxok 95 8 license license NN cord-279245-z8pafxok 96 1 It -PRON- PRP cord-279245-z8pafxok 96 2 is be VBZ cord-279245-z8pafxok 96 3 made make VBN cord-279245-z8pafxok 96 4 available available JJ cord-279245-z8pafxok 96 5 under under IN cord-279245-z8pafxok 96 6 a a DT cord-279245-z8pafxok 97 1 is be VBZ cord-279245-z8pafxok 97 2 the the DT cord-279245-z8pafxok 97 3 author author NN cord-279245-z8pafxok 97 4 / / SYM cord-279245-z8pafxok 97 5 funder funder NN cord-279245-z8pafxok 97 6 , , , cord-279245-z8pafxok 97 7 who who WP cord-279245-z8pafxok 97 8 has have VBZ cord-279245-z8pafxok 97 9 granted grant VBN cord-279245-z8pafxok 97 10 medRxiv medRxiv NNS cord-279245-z8pafxok 97 11 a a DT cord-279245-z8pafxok 97 12 license license NN cord-279245-z8pafxok 97 13 to to TO cord-279245-z8pafxok 97 14 display display VB cord-279245-z8pafxok 97 15 the the DT cord-279245-z8pafxok 97 16 preprint preprint NN cord-279245-z8pafxok 97 17 in in IN cord-279245-z8pafxok 97 18 perpetuity perpetuity NN cord-279245-z8pafxok 97 19 . . . cord-279245-z8pafxok 98 1 The the DT cord-279245-z8pafxok 98 2 copyright copyright NN cord-279245-z8pafxok 98 3 holder holder NN cord-279245-z8pafxok 98 4 for for IN cord-279245-z8pafxok 98 5 this this DT cord-279245-z8pafxok 98 6 preprint preprint NN cord-279245-z8pafxok 98 7 . . . cord-279245-z8pafxok 99 1 https://doi.org/10.1101/2020.04.10.20060616 https://doi.org/10.1101/2020.04.10.20060616 NNP cord-279245-z8pafxok 99 2 doi doi NN cord-279245-z8pafxok 99 3 : : : cord-279245-z8pafxok 100 1 medRxiv medRxiv NNP cord-279245-z8pafxok 100 2 preprint preprint NN cord-279245-z8pafxok 100 3 centers center NNS cord-279245-z8pafxok 100 4 for for IN cord-279245-z8pafxok 100 5 the the DT cord-279245-z8pafxok 100 6 epidemic epidemic NN cord-279245-z8pafxok 100 7 . . . cord-279245-z8pafxok 101 1 We -PRON- PRP cord-279245-z8pafxok 101 2 start start VBP cord-279245-z8pafxok 101 3 with with IN cord-279245-z8pafxok 101 4 the the DT cord-279245-z8pafxok 101 5 Lombardy Lombardy NNP cord-279245-z8pafxok 101 6 region region NN cord-279245-z8pafxok 101 7 , , , cord-279245-z8pafxok 101 8 the the DT cord-279245-z8pafxok 101 9 most most RBS cord-279245-z8pafxok 101 10 affected affect VBN cord-279245-z8pafxok 101 11 by by IN cord-279245-z8pafxok 101 12 the the DT cord-279245-z8pafxok 101 13 pandemic pandemic NN cord-279245-z8pafxok 101 14 . . . cord-279245-z8pafxok 102 1 Figure figure NN cord-279245-z8pafxok 102 2 5 5 CD cord-279245-z8pafxok 102 3 . . . cord-279245-z8pafxok 103 1 Same same JJ cord-279245-z8pafxok 103 2 as as IN cord-279245-z8pafxok 103 3 figure figure NN cord-279245-z8pafxok 103 4 2 2 CD cord-279245-z8pafxok 103 5 , , , cord-279245-z8pafxok 103 6 for for IN cord-279245-z8pafxok 103 7 the the DT cord-279245-z8pafxok 103 8 Lombardy Lombardy NNP cord-279245-z8pafxok 103 9 region region NN cord-279245-z8pafxok 103 10 . . . cord-279245-z8pafxok 104 1 The the DT cord-279245-z8pafxok 104 2 fits fit NNS cord-279245-z8pafxok 104 3 were be VBD cord-279245-z8pafxok 104 4 performed perform VBN cord-279245-z8pafxok 104 5 on on IN cord-279245-z8pafxok 104 6 March March NNP cord-279245-z8pafxok 104 7 26 26 CD cord-279245-z8pafxok 104 8 but but CC cord-279245-z8pafxok 104 9 the the DT cord-279245-z8pafxok 104 10 data data NN cord-279245-z8pafxok 104 11 has have VBZ cord-279245-z8pafxok 104 12 been be VBN cord-279245-z8pafxok 104 13 update update NN cord-279245-z8pafxok 104 14 to to IN cord-279245-z8pafxok 104 15 April April NNP cord-279245-z8pafxok 104 16 4,2020 4,2020 CD cord-279245-z8pafxok 104 17 . . . cord-279245-z8pafxok 105 1 In in IN cord-279245-z8pafxok 105 2 figure figure NN cord-279245-z8pafxok 105 3 5 5 CD cord-279245-z8pafxok 105 4 we -PRON- PRP cord-279245-z8pafxok 105 5 plot plot VBP cord-279245-z8pafxok 105 6 the the DT cord-279245-z8pafxok 105 7 probabilities probability NNS cord-279245-z8pafxok 105 8 as as IN cord-279245-z8pafxok 105 9 function function NN cord-279245-z8pafxok 105 10 of of IN cord-279245-z8pafxok 105 11 the the DT cord-279245-z8pafxok 105 12 day day NN cord-279245-z8pafxok 105 13 similar similar JJ cord-279245-z8pafxok 105 14 to to IN cord-279245-z8pafxok 105 15 the the DT cord-279245-z8pafxok 105 16 Italy Italy NNP cord-279245-z8pafxok 105 17 case case NN cord-279245-z8pafxok 105 18 reported report VBD cord-279245-z8pafxok 105 19 in in IN cord-279245-z8pafxok 105 20 figure figure NN cord-279245-z8pafxok 105 21 2 2 CD cord-279245-z8pafxok 105 22 . . . cord-279245-z8pafxok 106 1 The the DT cord-279245-z8pafxok 106 2 probability probability NN cord-279245-z8pafxok 106 3 to to TO cord-279245-z8pafxok 106 4 be be VB cord-279245-z8pafxok 106 5 infected infect VBN cord-279245-z8pafxok 106 6 reaches reach VBZ cord-279245-z8pafxok 106 7 almost almost RB cord-279245-z8pafxok 106 8 50 50 CD cord-279245-z8pafxok 106 9 % % NN cord-279245-z8pafxok 106 10 while while IN cord-279245-z8pafxok 106 11 the the DT cord-279245-z8pafxok 106 12 fatalities fatality NNS cord-279245-z8pafxok 106 13 are be VBP cord-279245-z8pafxok 106 14 up up RB cord-279245-z8pafxok 106 15 to to IN cord-279245-z8pafxok 106 16 about about RB cord-279245-z8pafxok 106 17 7 7 CD cord-279245-z8pafxok 106 18 % % NN cord-279245-z8pafxok 106 19 and and CC cord-279245-z8pafxok 106 20 the the DT cord-279245-z8pafxok 106 21 ratio ratio NN cord-279245-z8pafxok 106 22 fatalities/ fatalities/ NN cord-279245-z8pafxok 107 1 positives positive NNS cord-279245-z8pafxok 107 2 is be VBZ cord-279245-z8pafxok 107 3 almost almost RB cord-279245-z8pafxok 107 4 20 20 CD cord-279245-z8pafxok 107 5 % % NN cord-279245-z8pafxok 107 6 , , , cord-279245-z8pafxok 107 7 confirming confirm VBG cord-279245-z8pafxok 107 8 , , , cord-279245-z8pafxok 107 9 even even RB cord-279245-z8pafxok 107 10 if if IN cord-279245-z8pafxok 107 11 not not RB cord-279245-z8pafxok 107 12 needed need VBN cord-279245-z8pafxok 107 13 , , , cord-279245-z8pafxok 107 14 that that IN cord-279245-z8pafxok 107 15 Lombardy Lombardy NNP cord-279245-z8pafxok 107 16 is be VBZ cord-279245-z8pafxok 107 17 the the DT cord-279245-z8pafxok 107 18 most most RBS cord-279245-z8pafxok 107 19 affected affect VBN cord-279245-z8pafxok 107 20 region region NN cord-279245-z8pafxok 107 21 . . . cord-279245-z8pafxok 108 1 Differently differently RB cord-279245-z8pafxok 108 2 from from IN cord-279245-z8pafxok 108 3 figure figure NN cord-279245-z8pafxok 108 4 2 2 CD cord-279245-z8pafxok 108 5 where where WRB cord-279245-z8pafxok 108 6 a a DT cord-279245-z8pafxok 108 7 small small JJ cord-279245-z8pafxok 108 8 decrease decrease NN cord-279245-z8pafxok 108 9 is be VBZ cord-279245-z8pafxok 108 10 observed observe VBN cord-279245-z8pafxok 108 11 at at IN cord-279245-z8pafxok 108 12 later later JJ cord-279245-z8pafxok 108 13 days day NNS cord-279245-z8pafxok 108 14 , , , cord-279245-z8pafxok 108 15 Lombardy Lombardy NNP cord-279245-z8pafxok 108 16 does do VBZ cord-279245-z8pafxok 108 17 not not RB cord-279245-z8pafxok 108 18 show show VB cord-279245-z8pafxok 108 19 any any DT cord-279245-z8pafxok 108 20 decrease decrease NN cord-279245-z8pafxok 108 21 but but CC cord-279245-z8pafxok 108 22 it -PRON- PRP cord-279245-z8pafxok 108 23 seems seem VBZ cord-279245-z8pafxok 108 24 very very RB cord-279245-z8pafxok 108 25 close close JJ cord-279245-z8pafxok 108 26 to to IN cord-279245-z8pafxok 108 27 saturation saturation NN cord-279245-z8pafxok 108 28 . . . cord-279245-z8pafxok 109 1 These these DT cord-279245-z8pafxok 109 2 results result NNS cord-279245-z8pafxok 109 3 must must MD cord-279245-z8pafxok 109 4 be be VB cord-279245-z8pafxok 109 5 clarified clarify VBN cord-279245-z8pafxok 109 6 since since IN cord-279245-z8pafxok 109 7 if if IN cord-279245-z8pafxok 109 8 this this DT cord-279245-z8pafxok 109 9 probability probability NN cord-279245-z8pafxok 109 10 would would MD cord-279245-z8pafxok 109 11 reflect reflect VB cord-279245-z8pafxok 109 12 the the DT cord-279245-z8pafxok 109 13 actual actual JJ cord-279245-z8pafxok 109 14 population population NN cord-279245-z8pafxok 109 15 then then RB cord-279245-z8pafxok 109 16 1 1 CD cord-279245-z8pafxok 109 17 person person NN cord-279245-z8pafxok 109 18 out out IN cord-279245-z8pafxok 109 19 of of IN cord-279245-z8pafxok 109 20 2 2 CD cord-279245-z8pafxok 109 21 carries carry VBZ cord-279245-z8pafxok 109 22 the the DT cord-279245-z8pafxok 109 23 virus virus NN cord-279245-z8pafxok 109 24 . . . cord-279245-z8pafxok 110 1 This this DT cord-279245-z8pafxok 110 2 is be VBZ cord-279245-z8pafxok 110 3 not not RB cord-279245-z8pafxok 110 4 the the DT cord-279245-z8pafxok 110 5 case case NN cord-279245-z8pafxok 110 6 since since IN cord-279245-z8pafxok 110 7 the the DT cord-279245-z8pafxok 110 8 method method NN cord-279245-z8pafxok 110 9 to to TO cord-279245-z8pafxok 110 10 choose choose VB cord-279245-z8pafxok 110 11 the the DT cord-279245-z8pafxok 110 12 people people NNS cord-279245-z8pafxok 110 13 to to TO cord-279245-z8pafxok 110 14 be be VB cord-279245-z8pafxok 110 15 tested test VBN cord-279245-z8pafxok 110 16 is be VBZ cord-279245-z8pafxok 110 17 biased biased JJ cord-279245-z8pafxok 110 18 , , , cord-279245-z8pafxok 110 19 i.e. i.e. FW cord-279245-z8pafxok 110 20 those those DT cord-279245-z8pafxok 110 21 who who WP cord-279245-z8pafxok 110 22 show show VBP cord-279245-z8pafxok 110 23 strong strong JJ cord-279245-z8pafxok 110 24 signs sign NNS cord-279245-z8pafxok 110 25 of of IN cord-279245-z8pafxok 110 26 infections infection NNS cord-279245-z8pafxok 110 27 are be VBP cord-279245-z8pafxok 110 28 tested test VBN cord-279245-z8pafxok 110 29 until until IN cord-279245-z8pafxok 110 30 there there EX cord-279245-z8pafxok 110 31 are be VBP cord-279245-z8pafxok 110 32 no no DT cord-279245-z8pafxok 110 33 more more JJR cord-279245-z8pafxok 110 34 tests test NNS cord-279245-z8pafxok 110 35 available available JJ cord-279245-z8pafxok 110 36 . . . cord-279245-z8pafxok 111 1 This this DT cord-279245-z8pafxok 111 2 is be VBZ cord-279245-z8pafxok 111 3 one one CD cord-279245-z8pafxok 111 4 reason reason NN cord-279245-z8pafxok 111 5 why why WRB cord-279245-z8pafxok 111 6 some some DT cord-279245-z8pafxok 111 7 resources resource NNS cord-279245-z8pafxok 111 8 should should MD cord-279245-z8pafxok 111 9 be be VB cord-279245-z8pafxok 111 10 diverted divert VBN cord-279245-z8pafxok 111 11 temporarily temporarily RB cord-279245-z8pafxok 111 12 to to IN cord-279245-z8pafxok 111 13 the the DT cord-279245-z8pafxok 111 14 Lombardy Lombardy NNP cord-279245-z8pafxok 111 15 region region NN cord-279245-z8pafxok 111 16 starting start VBG cord-279245-z8pafxok 111 17 for for IN cord-279245-z8pafxok 111 18 instance instance NN cord-279245-z8pafxok 111 19 from from IN cord-279245-z8pafxok 111 20 the the DT cord-279245-z8pafxok 111 21 Veneto Veneto NNP cord-279245-z8pafxok 111 22 region region NN cord-279245-z8pafxok 111 23 , , , cord-279245-z8pafxok 111 24 see see VB cord-279245-z8pafxok 111 25 figure figure NN cord-279245-z8pafxok 111 26 1 1 CD cord-279245-z8pafxok 111 27 . . . cord-279245-z8pafxok 112 1 The the DT cord-279245-z8pafxok 112 2 large large JJ cord-279245-z8pafxok 112 3 number number NN cord-279245-z8pafxok 112 4 of of IN cord-279245-z8pafxok 112 5 fatalities fatality NNS cord-279245-z8pafxok 112 6 may may MD cord-279245-z8pafxok 112 7 be be VB cord-279245-z8pafxok 112 8 due due JJ cord-279245-z8pafxok 112 9 to to IN cord-279245-z8pafxok 112 10 hospital hospital NN cord-279245-z8pafxok 112 11 overcrowding overcrowding NN cord-279245-z8pafxok 112 12 and and CC cord-279245-z8pafxok 112 13 lack lack NN cord-279245-z8pafxok 112 14 of of IN cord-279245-z8pafxok 112 15 equipment equipment NN cord-279245-z8pafxok 112 16 notably notably RB cord-279245-z8pafxok 112 17 ventilators ventilator NNS cord-279245-z8pafxok 112 18 which which WDT cord-279245-z8pafxok 112 19 seem seem VBP cord-279245-z8pafxok 112 20 to to TO cord-279245-z8pafxok 112 21 be be VB cord-279245-z8pafxok 112 22 the the DT cord-279245-z8pafxok 112 23 best good JJS cord-279245-z8pafxok 112 24 tool tool NN cord-279245-z8pafxok 112 25 to to TO cord-279245-z8pafxok 112 26 fight fight VB cord-279245-z8pafxok 112 27 the the DT cord-279245-z8pafxok 112 28 infection infection NN cord-279245-z8pafxok 112 29 or or CC cord-279245-z8pafxok 112 30 at at IN cord-279245-z8pafxok 112 31 least least JJS cord-279245-z8pafxok 112 32 give give VB cord-279245-z8pafxok 112 33 more more JJR cord-279245-z8pafxok 112 34 time time NN cord-279245-z8pafxok 112 35 to to IN cord-279245-z8pafxok 112 36 the the DT cord-279245-z8pafxok 112 37 organism organism NN cord-279245-z8pafxok 112 38 to to TO cord-279245-z8pafxok 112 39 produce produce VB cord-279245-z8pafxok 112 40 antibodies antibody NNS cord-279245-z8pafxok 112 41 . . . cord-279245-z8pafxok 113 1 Following follow VBG cord-279245-z8pafxok 113 2 the the DT cord-279245-z8pafxok 113 3 previous previous JJ cord-279245-z8pafxok 113 4 result result NN cord-279245-z8pafxok 113 5 for for IN cord-279245-z8pafxok 113 6 the the DT cord-279245-z8pafxok 113 7 Italian italian JJ cord-279245-z8pafxok 113 8 case case NN cord-279245-z8pafxok 113 9 , , , cord-279245-z8pafxok 113 10 we -PRON- PRP cord-279245-z8pafxok 113 11 plot plot VBP cord-279245-z8pafxok 113 12 in in IN cord-279245-z8pafxok 113 13 figure figure NN cord-279245-z8pafxok 113 14 6 6 CD cord-279245-z8pafxok 113 15 the the DT cord-279245-z8pafxok 113 16 ratio ratio NN cord-279245-z8pafxok 113 17 = = SYM cord-279245-z8pafxok 113 18 fatalities fatality NNS cord-279245-z8pafxok 113 19 / / SYM cord-279245-z8pafxok 113 20 positives positive NNS cord-279245-z8pafxok 113 21 as as IN cord-279245-z8pafxok 113 22 function function NN cord-279245-z8pafxok 113 23 of of IN cord-279245-z8pafxok 113 24 the the DT cord-279245-z8pafxok 113 25 number number NN cord-279245-z8pafxok 113 26 of of IN cord-279245-z8pafxok 113 27 people people NNS cord-279245-z8pafxok 113 28 hospitalized hospitalize VBN cord-279245-z8pafxok 113 29 each each DT cord-279245-z8pafxok 113 30 day day NN cord-279245-z8pafxok 113 31 for for IN cord-279245-z8pafxok 113 32 the the DT cord-279245-z8pafxok 113 33 Lombardy Lombardy NNP cord-279245-z8pafxok 113 34 and and CC cord-279245-z8pafxok 113 35 the the DT cord-279245-z8pafxok 113 36 Veneto Veneto NNP cord-279245-z8pafxok 113 37 regions region NNS cord-279245-z8pafxok 113 38 . . . cord-279245-z8pafxok 114 1 The the DT cord-279245-z8pafxok 114 2 behavior behavior NN cord-279245-z8pafxok 114 3 and and CC cord-279245-z8pafxok 114 4 the the DT cord-279245-z8pafxok 114 5 fit fit NN cord-279245-z8pafxok 114 6 indicated indicate VBD cord-279245-z8pafxok 114 7 in in IN cord-279245-z8pafxok 114 8 the the DT cord-279245-z8pafxok 114 9 figure figure NN cord-279245-z8pafxok 114 10 confirms confirm VBZ cord-279245-z8pafxok 114 11 that that IN cord-279245-z8pafxok 114 12 Lombardy Lombardy NNP cord-279245-z8pafxok 114 13 is be VBZ cord-279245-z8pafxok 114 14 the the DT cord-279245-z8pafxok 114 15 region region NN cord-279245-z8pafxok 114 16 contributing contribute VBG cord-279245-z8pafxok 114 17 mostly mostly RB cord-279245-z8pafxok 114 18 to to IN cord-279245-z8pafxok 114 19 the the DT cord-279245-z8pafxok 114 20 epidemics epidemic NNS cord-279245-z8pafxok 114 21 . . . cord-279245-z8pafxok 115 1 The the DT cord-279245-z8pafxok 115 2 smaller small JJR cord-279245-z8pafxok 115 3 ratio ratio NN cord-279245-z8pafxok 115 4 for for IN cord-279245-z8pafxok 115 5 the the DT cord-279245-z8pafxok 115 6 Veneto Veneto NNP cord-279245-z8pafxok 115 7 region region NN cord-279245-z8pafxok 115 8 is be VBZ cord-279245-z8pafxok 115 9 consistent consistent JJ cord-279245-z8pafxok 115 10 with with IN cord-279245-z8pafxok 115 11 the the DT cord-279245-z8pafxok 115 12 lower low JJR cord-279245-z8pafxok 115 13 number number NN cord-279245-z8pafxok 115 14 of of IN cord-279245-z8pafxok 115 15 hospitalized hospitalize VBN cord-279245-z8pafxok 115 16 persons person NNS cord-279245-z8pafxok 115 17 but but CC cord-279245-z8pafxok 115 18 higher high JJR cord-279245-z8pafxok 115 19 than than IN cord-279245-z8pafxok 115 20 other other JJ cord-279245-z8pafxok 115 21 nations nation NNS cord-279245-z8pafxok 115 22 like like IN cord-279245-z8pafxok 115 23 Germany Germany NNP cord-279245-z8pafxok 115 24 . . . cord-279245-z8pafxok 116 1 In in IN cord-279245-z8pafxok 116 2 figure figure NN cord-279245-z8pafxok 116 3 7 7 CD cord-279245-z8pafxok 116 4 , , , cord-279245-z8pafxok 116 5 we -PRON- PRP cord-279245-z8pafxok 116 6 use use VBP cord-279245-z8pafxok 116 7 equation equation NN cord-279245-z8pafxok 116 8 ( ( -LRB- cord-279245-z8pafxok 116 9 1 1 CD cord-279245-z8pafxok 116 10 ) ) -RRB- cord-279245-z8pafxok 116 11 to to TO cord-279245-z8pafxok 116 12 predict predict VB cord-279245-z8pafxok 116 13 the the DT cord-279245-z8pafxok 116 14 total total JJ cord-279245-z8pafxok 116 15 number number NN cord-279245-z8pafxok 116 16 of of IN cord-279245-z8pafxok 116 17 people people NNS cord-279245-z8pafxok 116 18 affected affect VBN cord-279245-z8pafxok 116 19 by by IN cord-279245-z8pafxok 116 20 the the DT cord-279245-z8pafxok 116 21 virus virus NN cord-279245-z8pafxok 116 22 . . . cord-279245-z8pafxok 117 1 The the DT cord-279245-z8pafxok 117 2 fits fit NNS cord-279245-z8pafxok 117 3 on on IN cord-279245-z8pafxok 117 4 April April NNP cord-279245-z8pafxok 117 5 4,2020 4,2020 CD cord-279245-z8pafxok 117 6 gave give VBD cord-279245-z8pafxok 117 7 53286±596 53286±596 CD cord-279245-z8pafxok 117 8 , , , cord-279245-z8pafxok 117 9 10310±174 10310±174 CD cord-279245-z8pafxok 117 10 and and CC cord-279245-z8pafxok 117 11 15943±501 15943±501 CD cord-279245-z8pafxok 117 12 for for IN cord-279245-z8pafxok 117 13 positives positive NNS cord-279245-z8pafxok 117 14 , , , cord-279245-z8pafxok 117 15 fatalities fatality NNS cord-279245-z8pafxok 117 16 and and CC cord-279245-z8pafxok 117 17 dismissed dismiss VBN cord-279245-z8pafxok 117 18 cases case NNS cord-279245-z8pafxok 117 19 respectively respectively RB cord-279245-z8pafxok 117 20 . . . cord-279245-z8pafxok 118 1 These these DT cord-279245-z8pafxok 118 2 numbers number NNS cord-279245-z8pafxok 118 3 can can MD cord-279245-z8pafxok 118 4 be be VB cord-279245-z8pafxok 118 5 compared compare VBN cord-279245-z8pafxok 118 6 to to IN cord-279245-z8pafxok 118 7 the the DT cord-279245-z8pafxok 118 8 National National NNP cord-279245-z8pafxok 118 9 case case NN cord-279245-z8pafxok 118 10 given give VBN cord-279245-z8pafxok 118 11 in in IN cord-279245-z8pafxok 118 12 the the DT cord-279245-z8pafxok 118 13 previous previous JJ cord-279245-z8pafxok 118 14 section section NN cord-279245-z8pafxok 118 15 : : : cord-279245-z8pafxok 118 16 they -PRON- PRP cord-279245-z8pafxok 118 17 contribute contribute VBP cord-279245-z8pafxok 118 18 more more JJR cord-279245-z8pafxok 118 19 than than IN cord-279245-z8pafxok 118 20 50 50 CD cord-279245-z8pafxok 118 21 % % NN cord-279245-z8pafxok 118 22 . . . cord-279245-z8pafxok 119 1 Again again RB cord-279245-z8pafxok 119 2 the the DT cord-279245-z8pafxok 119 3 fits fit NNS cord-279245-z8pafxok 119 4 are be VBP cord-279245-z8pafxok 119 5 not not RB cord-279245-z8pafxok 119 6 so so RB cord-279245-z8pafxok 119 7 good good JJ cord-279245-z8pafxok 119 8 at at IN cord-279245-z8pafxok 119 9 shorter short JJR cord-279245-z8pafxok 119 10 times time NNS cord-279245-z8pafxok 119 11 due due JJ cord-279245-z8pafxok 119 12 to to IN cord-279245-z8pafxok 119 13 the the DT cord-279245-z8pafxok 119 14 changing change VBG cord-279245-z8pafxok 119 15 number number NN cord-279245-z8pafxok 119 16 of of IN cord-279245-z8pafxok 119 17 tests test NNS cord-279245-z8pafxok 119 18 performed perform VBN cord-279245-z8pafxok 119 19 daily daily RB cord-279245-z8pafxok 119 20 . . . cord-279245-z8pafxok 119 21 _SP cord-279245-z8pafxok 120 1 Following follow VBG cord-279245-z8pafxok 120 2 the the DT cord-279245-z8pafxok 120 3 methods method NNS cord-279245-z8pafxok 120 4 outlined outline VBN cord-279245-z8pafxok 120 5 in in IN cord-279245-z8pafxok 120 6 the the DT cord-279245-z8pafxok 120 7 previous previous JJ cord-279245-z8pafxok 120 8 section section NN cord-279245-z8pafxok 120 9 , , , cord-279245-z8pafxok 120 10 we -PRON- PRP cord-279245-z8pafxok 120 11 can can MD cord-279245-z8pafxok 120 12 summarize summarize VB cord-279245-z8pafxok 120 13 the the DT cord-279245-z8pafxok 120 14 results result NNS cord-279245-z8pafxok 120 15 for for IN cord-279245-z8pafxok 120 16 each each DT cord-279245-z8pafxok 120 17 region region NN cord-279245-z8pafxok 120 18 by by IN cord-279245-z8pafxok 120 19 looking look VBG cord-279245-z8pafxok 120 20 in in IN cord-279245-z8pafxok 120 21 detail detail NN cord-279245-z8pafxok 120 22 to to IN cord-279245-z8pafxok 120 23 all all PDT cord-279245-z8pafxok 120 24 the the DT cord-279245-z8pafxok 120 25 fits fit NNS cord-279245-z8pafxok 120 26 . . . cord-279245-z8pafxok 121 1 In in IN cord-279245-z8pafxok 121 2 figure figure NN cord-279245-z8pafxok 121 3 8 8 CD cord-279245-z8pafxok 121 4 we -PRON- PRP cord-279245-z8pafxok 121 5 plot plot VBP cord-279245-z8pafxok 121 6 the the DT cord-279245-z8pafxok 121 7 probability probability NN cord-279245-z8pafxok 121 8 of of IN cord-279245-z8pafxok 121 9 being be VBG cord-279245-z8pafxok 121 10 tested test VBN cord-279245-z8pafxok 121 11 positive positive JJ cord-279245-z8pafxok 121 12 as as IN cord-279245-z8pafxok 121 13 function function NN cord-279245-z8pafxok 121 14 of of IN cord-279245-z8pafxok 121 15 time time NN cord-279245-z8pafxok 121 16 for for IN cord-279245-z8pafxok 121 17 all all PDT cord-279245-z8pafxok 121 18 the the DT cord-279245-z8pafxok 121 19 Italian italian JJ cord-279245-z8pafxok 121 20 regions region NNS cord-279245-z8pafxok 121 21 . . . cord-279245-z8pafxok 122 1 The the DT cord-279245-z8pafxok 122 2 fits fit NNS cord-279245-z8pafxok 122 3 were be VBD cord-279245-z8pafxok 122 4 performed perform VBN cord-279245-z8pafxok 122 5 using use VBG cord-279245-z8pafxok 122 6 equation equation NN cord-279245-z8pafxok 122 7 1 1 CD cord-279245-z8pafxok 122 8 and and CC cord-279245-z8pafxok 122 9 following follow VBG cord-279245-z8pafxok 122 10 the the DT cord-279245-z8pafxok 122 11 method method NN cord-279245-z8pafxok 122 12 explained explain VBN cord-279245-z8pafxok 122 13 in in IN cord-279245-z8pafxok 122 14 the the DT cord-279245-z8pafxok 122 15 previous previous JJ cord-279245-z8pafxok 122 16 sections section NNS cord-279245-z8pafxok 122 17 . . . cord-279245-z8pafxok 123 1 All all PDT cord-279245-z8pafxok 123 2 the the DT cord-279245-z8pafxok 123 3 fits fit NNS cord-279245-z8pafxok 123 4 were be VBD cord-279245-z8pafxok 123 5 performed perform VBN cord-279245-z8pafxok 123 6 on on IN cord-279245-z8pafxok 123 7 March March NNP cord-279245-z8pafxok 123 8 31,2020 31,2020 NNP cord-279245-z8pafxok 123 9 . . . cord-279245-z8pafxok 124 1 Different different JJ cord-279245-z8pafxok 124 2 regions region NNS cord-279245-z8pafxok 124 3 were be VBD cord-279245-z8pafxok 124 4 grouped group VBN cord-279245-z8pafxok 124 5 with with IN cord-279245-z8pafxok 124 6 different different JJ cord-279245-z8pafxok 124 7 colors color NNS cord-279245-z8pafxok 124 8 and and CC cord-279245-z8pafxok 124 9 symbols symbol NNS cord-279245-z8pafxok 124 10 in in IN cord-279245-z8pafxok 124 11 the the DT cord-279245-z8pafxok 124 12 figure figure NN cord-279245-z8pafxok 124 13 in in IN cord-279245-z8pafxok 124 14 order order NN cord-279245-z8pafxok 124 15 to to TO cord-279245-z8pafxok 124 16 distinguish distinguish VB cord-279245-z8pafxok 124 17 them -PRON- PRP cord-279245-z8pafxok 124 18 according accord VBG cord-279245-z8pafxok 124 19 to to IN cord-279245-z8pafxok 124 20 the the DT cord-279245-z8pafxok 124 21 probability probability NN cord-279245-z8pafxok 124 22 . . . cord-279245-z8pafxok 125 1 The the DT cord-279245-z8pafxok 125 2 regions region NNS cord-279245-z8pafxok 125 3 with with IN cord-279245-z8pafxok 125 4 the the DT cord-279245-z8pafxok 125 5 highest high JJS cord-279245-z8pafxok 125 6 probability probability NN cord-279245-z8pafxok 125 7 are be VBP cord-279245-z8pafxok 125 8 Lombardy Lombardy NNP cord-279245-z8pafxok 125 9 , , , cord-279245-z8pafxok 125 10 Liguria Liguria NNP cord-279245-z8pafxok 125 11 , , , cord-279245-z8pafxok 125 12 Piemonte Piemonte NNP cord-279245-z8pafxok 125 13 , , , cord-279245-z8pafxok 125 14 Marche Marche NNP cord-279245-z8pafxok 125 15 and and CC cord-279245-z8pafxok 125 16 V.Aosta V.Aosta NNP cord-279245-z8pafxok 125 17 . . . cord-279245-z8pafxok 126 1 Some some DT cord-279245-z8pafxok 126 2 might may MD cord-279245-z8pafxok 126 3 come come VB cord-279245-z8pafxok 126 4 as as IN cord-279245-z8pafxok 126 5 a a DT cord-279245-z8pafxok 126 6 surprise surprise NN cord-279245-z8pafxok 126 7 but but CC cord-279245-z8pafxok 126 8 recall recall VBP cord-279245-z8pafxok 126 9 that that IN cord-279245-z8pafxok 126 10 we -PRON- PRP cord-279245-z8pafxok 126 11 are be VBP cord-279245-z8pafxok 126 12 plotting plot VBG cord-279245-z8pafxok 126 13 the the DT cord-279245-z8pafxok 126 14 positives positive NNS cord-279245-z8pafxok 126 15 divided divide VBN cord-279245-z8pafxok 126 16 by by IN cord-279245-z8pafxok 126 17 the the DT cord-279245-z8pafxok 126 18 total total JJ cord-279245-z8pafxok 126 19 number number NN cord-279245-z8pafxok 126 20 of of IN cord-279245-z8pafxok 126 21 tests test NNS cord-279245-z8pafxok 126 22 . . . cord-279245-z8pafxok 127 1 The the DT cord-279245-z8pafxok 127 2 Veneto Veneto NNP cord-279245-z8pafxok 127 3 region region NN cord-279245-z8pafxok 127 4 , , , cord-279245-z8pafxok 127 5 which which WDT cord-279245-z8pafxok 127 6 is be VBZ cord-279245-z8pafxok 127 7 one one CD cord-279245-z8pafxok 127 8 of of IN cord-279245-z8pafxok 127 9 the the DT cord-279245-z8pafxok 127 10 most most RBS cord-279245-z8pafxok 127 11 affected affected JJ cord-279245-z8pafxok 127 12 , , , cord-279245-z8pafxok 127 13 is be VBZ cord-279245-z8pafxok 127 14 represented represent VBN cord-279245-z8pafxok 127 15 by by IN cord-279245-z8pafxok 127 16 the the DT cord-279245-z8pafxok 127 17 green green JJ cord-279245-z8pafxok 127 18 color color NN cord-279245-z8pafxok 127 19 , , , cord-279245-z8pafxok 127 20 one one CD cord-279245-z8pafxok 127 21 of of IN cord-279245-z8pafxok 127 22 the the DT cord-279245-z8pafxok 127 23 lowest low JJS cord-279245-z8pafxok 127 24 probabilities probability NNS cord-279245-z8pafxok 127 25 . . . cord-279245-z8pafxok 128 1 This this DT cord-279245-z8pafxok 128 2 is be VBZ cord-279245-z8pafxok 128 3 due due JJ cord-279245-z8pafxok 128 4 to to IN cord-279245-z8pafxok 128 5 the the DT cord-279245-z8pafxok 128 6 high high JJ cord-279245-z8pafxok 128 7 number number NN cord-279245-z8pafxok 128 8 of of IN cord-279245-z8pafxok 128 9 tests test NNS cord-279245-z8pafxok 128 10 performed perform VBN cord-279245-z8pafxok 128 11 in in IN cord-279245-z8pafxok 128 12 that that DT cord-279245-z8pafxok 128 13 region region NN cord-279245-z8pafxok 128 14 as as IN cord-279245-z8pafxok 128 15 can can MD cord-279245-z8pafxok 128 16 be be VB cord-279245-z8pafxok 128 17 seen see VBN cord-279245-z8pafxok 128 18 in in IN cord-279245-z8pafxok 128 19 figure figure NN cord-279245-z8pafxok 128 20 1 1 CD cord-279245-z8pafxok 128 21 . . . cord-279245-z8pafxok 129 1 Comparing compare VBG cord-279245-z8pafxok 129 2 figures figure NNS cord-279245-z8pafxok 129 3 1 1 CD cord-279245-z8pafxok 129 4 and and CC cord-279245-z8pafxok 129 5 8 8 CD cord-279245-z8pafxok 129 6 one one PRP cord-279245-z8pafxok 129 7 could could MD cord-279245-z8pafxok 129 8 find find VB cord-279245-z8pafxok 129 9 reasons reason NNS cord-279245-z8pafxok 129 10 to to TO cord-279245-z8pafxok 129 11 shift shift VB cord-279245-z8pafxok 129 12 resources resource NNS cord-279245-z8pafxok 129 13 as as IN cord-279245-z8pafxok 129 14 needed need VBN cord-279245-z8pafxok 129 15 . . . cord-279245-z8pafxok 130 1 As as IN cord-279245-z8pafxok 130 2 a a DT cord-279245-z8pafxok 130 3 preliminary preliminary JJ cord-279245-z8pafxok 130 4 method method NN cord-279245-z8pafxok 130 5 , , , cord-279245-z8pafxok 130 6 we -PRON- PRP cord-279245-z8pafxok 130 7 should should MD cord-279245-z8pafxok 130 8 shift shift VB cord-279245-z8pafxok 130 9 resources resource NNS cord-279245-z8pafxok 130 10 from from IN cord-279245-z8pafxok 130 11 regions region NNS cord-279245-z8pafxok 130 12 , , , cord-279245-z8pafxok 130 13 which which WDT cord-279245-z8pafxok 130 14 have have VBP cord-279245-z8pafxok 130 15 less less JJR cord-279245-z8pafxok 130 16 than than IN cord-279245-z8pafxok 130 17 15 15 CD cord-279245-z8pafxok 130 18 % % NN cord-279245-z8pafxok 130 19 probability probability NN cord-279245-z8pafxok 130 20 ( ( -LRB- cord-279245-z8pafxok 130 21 below below IN cord-279245-z8pafxok 130 22 the the DT cord-279245-z8pafxok 130 23 cyan cyan NN cord-279245-z8pafxok 130 24 color color NN cord-279245-z8pafxok 130 25 in in IN cord-279245-z8pafxok 130 26 the the DT cord-279245-z8pafxok 130 27 figure figure NN cord-279245-z8pafxok 130 28 ) ) -RRB- cord-279245-z8pafxok 130 29 to to TO cord-279245-z8pafxok 130 30 be be VB cord-279245-z8pafxok 130 31 infected infect VBN cord-279245-z8pafxok 130 32 to to IN cord-279245-z8pafxok 130 33 higher high JJR cord-279245-z8pafxok 130 34 probability probability NN cord-279245-z8pafxok 130 35 regions region NNS cord-279245-z8pafxok 130 36 . . . cord-279245-z8pafxok 131 1 This this DT cord-279245-z8pafxok 131 2 could could MD cord-279245-z8pafxok 131 3 be be VB cord-279245-z8pafxok 131 4 done do VBN cord-279245-z8pafxok 131 5 on on IN cord-279245-z8pafxok 131 6 a a DT cord-279245-z8pafxok 131 7 temporary temporary JJ cord-279245-z8pafxok 131 8 basis basis NN cord-279245-z8pafxok 131 9 , , , cord-279245-z8pafxok 131 10 say say VB cord-279245-z8pafxok 131 11 for for IN cord-279245-z8pafxok 131 12 a a DT cord-279245-z8pafxok 131 13 week week NN cord-279245-z8pafxok 131 14 to to TO cord-279245-z8pafxok 131 15 see see VB cord-279245-z8pafxok 131 16 if if IN cord-279245-z8pafxok 131 17 the the DT cord-279245-z8pafxok 131 18 probabilities probability NNS cord-279245-z8pafxok 131 19 , , , cord-279245-z8pafxok 131 20 for for IN cord-279245-z8pafxok 131 21 the the DT cord-279245-z8pafxok 131 22 most most RBS cord-279245-z8pafxok 131 23 affected affected JJ cord-279245-z8pafxok 131 24 regions region NNS cord-279245-z8pafxok 131 25 , , , cord-279245-z8pafxok 131 26 decrease decrease VB cord-279245-z8pafxok 131 27 . . . cord-279245-z8pafxok 132 1 Of of RB cord-279245-z8pafxok 132 2 course course RB cord-279245-z8pafxok 132 3 , , , cord-279245-z8pafxok 132 4 ideally ideally RB cord-279245-z8pafxok 132 5 to to TO cord-279245-z8pafxok 132 6 increase increase VB cord-279245-z8pafxok 132 7 the the DT cord-279245-z8pafxok 132 8 total total JJ cord-279245-z8pafxok 132 9 number number NN cord-279245-z8pafxok 132 10 of of IN cord-279245-z8pafxok 132 11 tests test NNS cord-279245-z8pafxok 132 12 everywhere everywhere RB cord-279245-z8pafxok 132 13 would would MD cord-279245-z8pafxok 132 14 be be VB cord-279245-z8pafxok 132 15 the the DT cord-279245-z8pafxok 132 16 best good JJS cord-279245-z8pafxok 132 17 solution solution NN cord-279245-z8pafxok 132 18 . . . cord-279245-z8pafxok 133 1 A a DT cord-279245-z8pafxok 133 2 probability probability NN cord-279245-z8pafxok 133 3 say say VBP cord-279245-z8pafxok 133 4 of of IN cord-279245-z8pafxok 133 5 30 30 CD cord-279245-z8pafxok 133 6 % % NN cord-279245-z8pafxok 133 7 means mean VBZ cord-279245-z8pafxok 133 8 that that IN cord-279245-z8pafxok 133 9 almost almost RB cord-279245-z8pafxok 133 10 1 1 CD cord-279245-z8pafxok 133 11 person person NN cord-279245-z8pafxok 133 12 out out IN cord-279245-z8pafxok 133 13 of of IN cord-279245-z8pafxok 133 14 3 3 CD cord-279245-z8pafxok 133 15 is be VBZ cord-279245-z8pafxok 133 16 affected affect VBN cord-279245-z8pafxok 133 17 , , , cord-279245-z8pafxok 133 18 thus thus RB cord-279245-z8pafxok 133 19 even even RB cord-279245-z8pafxok 133 20 in in IN cord-279245-z8pafxok 133 21 apartments apartment NNS cord-279245-z8pafxok 133 22 with with IN cord-279245-z8pafxok 133 23 more more JJR cord-279245-z8pafxok 133 24 than than IN cord-279245-z8pafxok 133 25 3 3 CD cord-279245-z8pafxok 133 26 persons person NNS cord-279245-z8pafxok 133 27 living live VBG cord-279245-z8pafxok 133 28 in in IN cord-279245-z8pafxok 133 29 it -PRON- PRP cord-279245-z8pafxok 133 30 , , , cord-279245-z8pafxok 133 31 social social JJ cord-279245-z8pafxok 133 32 distancing distancing NN cord-279245-z8pafxok 133 33 and and CC cord-279245-z8pafxok 133 34 other other JJ cord-279245-z8pafxok 133 35 precautions precaution NNS cord-279245-z8pafxok 133 36 should should MD cord-279245-z8pafxok 133 37 be be VB cord-279245-z8pafxok 133 38 enforced enforce VBN cord-279245-z8pafxok 133 39 . . . cord-279245-z8pafxok 134 1 This this DT cord-279245-z8pafxok 134 2 virus virus NN cord-279245-z8pafxok 134 3 might may MD cord-279245-z8pafxok 134 4 be be VB cord-279245-z8pafxok 134 5 asymptomatic asymptomatic JJ cord-279245-z8pafxok 134 6 , , , cord-279245-z8pafxok 134 7 i.e. i.e. FW cord-279245-z8pafxok 134 8 we -PRON- PRP cord-279245-z8pafxok 134 9 might may MD cord-279245-z8pafxok 134 10 carry carry VB cord-279245-z8pafxok 134 11 it -PRON- PRP cord-279245-z8pafxok 134 12 and and CC cord-279245-z8pafxok 134 13 show show VB cord-279245-z8pafxok 134 14 no no DT cord-279245-z8pafxok 134 15 signs sign NNS cord-279245-z8pafxok 134 16 , , , cord-279245-z8pafxok 134 17 thus thus RB cord-279245-z8pafxok 134 18 the the DT cord-279245-z8pafxok 134 19 importance importance NN cord-279245-z8pafxok 134 20 to to TO cord-279245-z8pafxok 134 21 obtain obtain VB cord-279245-z8pafxok 134 22 better well JJR cord-279245-z8pafxok 134 23 estimates estimate NNS cord-279245-z8pafxok 134 24 of of IN cord-279245-z8pafxok 134 25 the the DT cord-279245-z8pafxok 134 26 probabilities probability NNS cord-279245-z8pafxok 134 27 . . . cord-279245-z8pafxok 135 1 It -PRON- PRP cord-279245-z8pafxok 135 2 is be VBZ cord-279245-z8pafxok 135 3 also also RB cord-279245-z8pafxok 135 4 important important JJ cord-279245-z8pafxok 135 5 to to TO cord-279245-z8pafxok 135 6 notice notice VB cord-279245-z8pafxok 135 7 that that IN cord-279245-z8pafxok 135 8 some some DT cord-279245-z8pafxok 135 9 regions region NNS cord-279245-z8pafxok 135 10 reach reach VBP cord-279245-z8pafxok 135 11 the the DT cord-279245-z8pafxok 135 12 saturation saturation NN cord-279245-z8pafxok 135 13 value value NN cord-279245-z8pafxok 135 14 earlier early RBR cord-279245-z8pafxok 135 15 than than IN cord-279245-z8pafxok 135 16 others other NNS cord-279245-z8pafxok 135 17 . . . cord-279245-z8pafxok 136 1 For for IN cord-279245-z8pafxok 136 2 instance instance NN cord-279245-z8pafxok 136 3 the the DT cord-279245-z8pafxok 136 4 Marche Marche NNP cord-279245-z8pafxok 136 5 ( ( -LRB- cord-279245-z8pafxok 136 6 dark dark JJ cord-279245-z8pafxok 136 7 red red JJ cord-279245-z8pafxok 136 8 symbols symbol NNS cord-279245-z8pafxok 136 9 ) ) -RRB- cord-279245-z8pafxok 136 10 and and CC cord-279245-z8pafxok 136 11 E. E. NNP cord-279245-z8pafxok 136 12 Romagna Romagna NNP cord-279245-z8pafxok 136 13 ( ( -LRB- cord-279245-z8pafxok 136 14 red red JJ cord-279245-z8pafxok 136 15 symbols symbol NNS cord-279245-z8pafxok 136 16 ) ) -RRB- cord-279245-z8pafxok 136 17 regions region NNS cord-279245-z8pafxok 136 18 saturate saturate VBP cord-279245-z8pafxok 136 19 earlier early RBR cord-279245-z8pafxok 136 20 than than IN cord-279245-z8pafxok 136 21 their -PRON- PRP$ cord-279245-z8pafxok 136 22 respective respective JJ cord-279245-z8pafxok 136 23 color color NN cord-279245-z8pafxok 136 24 groups group NNS cord-279245-z8pafxok 136 25 . . . cord-279245-z8pafxok 137 1 A a DT cord-279245-z8pafxok 137 2 faster fast JJR cord-279245-z8pafxok 137 3 saturation saturation NN cord-279245-z8pafxok 137 4 might may MD cord-279245-z8pafxok 137 5 not not RB cord-279245-z8pafxok 137 6 be be VB cord-279245-z8pafxok 137 7 good good JJ cord-279245-z8pafxok 137 8 because because IN cord-279245-z8pafxok 137 9 it -PRON- PRP cord-279245-z8pafxok 137 10 might may MD cord-279245-z8pafxok 137 11 give give VB cord-279245-z8pafxok 137 12 not not RB cord-279245-z8pafxok 137 13 enough enough JJ cord-279245-z8pafxok 137 14 time time NN cord-279245-z8pafxok 137 15 to to IN cord-279245-z8pafxok 137 16 the the DT cord-279245-z8pafxok 137 17 hospitals hospital NNS cord-279245-z8pafxok 137 18 to to TO cord-279245-z8pafxok 137 19 deal deal VB cord-279245-z8pafxok 137 20 with with IN cord-279245-z8pafxok 137 21 large large JJ cord-279245-z8pafxok 137 22 number number NN cord-279245-z8pafxok 137 23 of of IN cord-279245-z8pafxok 137 24 patients patient NNS cord-279245-z8pafxok 137 25 arriving arrive VBG cord-279245-z8pafxok 137 26 at at IN cord-279245-z8pafxok 137 27 the the DT cord-279245-z8pafxok 137 28 same same JJ cord-279245-z8pafxok 137 29 time time NN cord-279245-z8pafxok 137 30 . . . cord-279245-z8pafxok 138 1 The the DT cord-279245-z8pafxok 138 2 Umbria Umbria NNP cord-279245-z8pafxok 138 3 region region NN cord-279245-z8pafxok 138 4 ( ( -LRB- cord-279245-z8pafxok 138 5 cyan cyan NNP cord-279245-z8pafxok 138 6 symbols symbol NNS cord-279245-z8pafxok 138 7 ) ) -RRB- cord-279245-z8pafxok 138 8 is be VBZ cord-279245-z8pafxok 138 9 the the DT cord-279245-z8pafxok 138 10 one one NN cord-279245-z8pafxok 138 11 that that WDT cord-279245-z8pafxok 138 12 saturates saturate VBZ cord-279245-z8pafxok 138 13 first first RB cord-279245-z8pafxok 138 14 fortunately fortunately RB cord-279245-z8pafxok 138 15 with with IN cord-279245-z8pafxok 138 16 a a DT cord-279245-z8pafxok 138 17 small small JJ cord-279245-z8pafxok 138 18 number number NN cord-279245-z8pafxok 138 19 of of IN cord-279245-z8pafxok 138 20 positives positive NNS cord-279245-z8pafxok 138 21 and and CC cord-279245-z8pafxok 138 22 a a DT cord-279245-z8pafxok 138 23 large large JJ cord-279245-z8pafxok 138 24 number number NN cord-279245-z8pafxok 138 25 of of IN cord-279245-z8pafxok 138 26 tests test NNS cord-279245-z8pafxok 138 27 . . . cord-279245-z8pafxok 139 1 For for IN cord-279245-z8pafxok 139 2 reference reference NN cord-279245-z8pafxok 139 3 the the DT cord-279245-z8pafxok 139 4 same same JJ cord-279245-z8pafxok 139 5 probability probability NN cord-279245-z8pafxok 139 6 as as IN cord-279245-z8pafxok 139 7 in in IN cord-279245-z8pafxok 139 8 figure figure NN cord-279245-z8pafxok 139 9 8 8 CD cord-279245-z8pafxok 139 10 for for IN cord-279245-z8pafxok 139 11 Germany Germany NNP cord-279245-z8pafxok 139 12 is be VBZ cord-279245-z8pafxok 139 13 about about RB cord-279245-z8pafxok 139 14 10 10 CD cord-279245-z8pafxok 139 15 % % NN cord-279245-z8pafxok 139 16 , , , cord-279245-z8pafxok 139 17 https://www.worldometers.info/coronavirus/#countries https://www.worldometers.info/coronavirus/#countrie NNS cord-279245-z8pafxok 139 18 , , , cord-279245-z8pafxok 139 19 which which WDT cord-279245-z8pafxok 139 20 would would MD cord-279245-z8pafxok 139 21 be be VB cord-279245-z8pafxok 139 22 the the DT cord-279245-z8pafxok 139 23 first first JJ cord-279245-z8pafxok 139 24 goal goal NN cord-279245-z8pafxok 139 25 : : : cord-279245-z8pafxok 139 26 perform perform VB cord-279245-z8pafxok 139 27 enough enough JJ cord-279245-z8pafxok 139 28 tests test NNS cord-279245-z8pafxok 139 29 to to TO cord-279245-z8pafxok 139 30 be be VB cord-279245-z8pafxok 139 31 sure sure JJ cord-279245-z8pafxok 139 32 that that IN cord-279245-z8pafxok 139 33 all all DT cord-279245-z8pafxok 139 34 regions region NNS cord-279245-z8pafxok 139 35 are be VBP cord-279245-z8pafxok 139 36 effectively effectively RB cord-279245-z8pafxok 139 37 below below IN cord-279245-z8pafxok 139 38 10 10 CD cord-279245-z8pafxok 139 39 % % NN cord-279245-z8pafxok 139 40 probability probability NN cord-279245-z8pafxok 139 41 . . . cord-279245-z8pafxok 139 42 . . . cord-279245-z8pafxok 140 1 CC CC NNP cord-279245-z8pafxok 140 2 - - HYPH cord-279245-z8pafxok 140 3 BY BY NNP cord-279245-z8pafxok 140 4 - - HYPH cord-279245-z8pafxok 140 5 ND ND NNP cord-279245-z8pafxok 140 6 4.0 4.0 CD cord-279245-z8pafxok 140 7 International international JJ cord-279245-z8pafxok 140 8 license license NN cord-279245-z8pafxok 141 1 It -PRON- PRP cord-279245-z8pafxok 141 2 is be VBZ cord-279245-z8pafxok 141 3 made make VBN cord-279245-z8pafxok 141 4 available available JJ cord-279245-z8pafxok 141 5 under under IN cord-279245-z8pafxok 141 6 a a DT cord-279245-z8pafxok 142 1 is be VBZ cord-279245-z8pafxok 142 2 the the DT cord-279245-z8pafxok 142 3 author author NN cord-279245-z8pafxok 142 4 / / SYM cord-279245-z8pafxok 142 5 funder funder NN cord-279245-z8pafxok 142 6 , , , cord-279245-z8pafxok 142 7 who who WP cord-279245-z8pafxok 142 8 has have VBZ cord-279245-z8pafxok 142 9 granted grant VBN cord-279245-z8pafxok 142 10 medRxiv medRxiv NNS cord-279245-z8pafxok 142 11 a a DT cord-279245-z8pafxok 142 12 license license NN cord-279245-z8pafxok 142 13 to to TO cord-279245-z8pafxok 142 14 display display VB cord-279245-z8pafxok 142 15 the the DT cord-279245-z8pafxok 142 16 preprint preprint NN cord-279245-z8pafxok 142 17 in in IN cord-279245-z8pafxok 142 18 perpetuity perpetuity NN cord-279245-z8pafxok 142 19 . . . cord-279245-z8pafxok 143 1 The the DT cord-279245-z8pafxok 143 2 copyright copyright NN cord-279245-z8pafxok 143 3 holder holder NN cord-279245-z8pafxok 143 4 for for IN cord-279245-z8pafxok 143 5 this this DT cord-279245-z8pafxok 143 6 preprint preprint NN cord-279245-z8pafxok 143 7 . . . cord-279245-z8pafxok 144 1 In in IN cord-279245-z8pafxok 144 2 figure figure NN cord-279245-z8pafxok 144 3 9 9 CD cord-279245-z8pafxok 144 4 we -PRON- PRP cord-279245-z8pafxok 144 5 plot plot VBP cord-279245-z8pafxok 144 6 the the DT cord-279245-z8pafxok 144 7 fatality fatality NN cord-279245-z8pafxok 144 8 probability probability NN cord-279245-z8pafxok 144 9 as as IN cord-279245-z8pafxok 144 10 function function NN cord-279245-z8pafxok 144 11 of of IN cord-279245-z8pafxok 144 12 time time NN cord-279245-z8pafxok 144 13 . . . cord-279245-z8pafxok 145 1 Notice notice VB cord-279245-z8pafxok 145 2 that that IN cord-279245-z8pafxok 145 3 the the DT cord-279245-z8pafxok 145 4 color color NN cord-279245-z8pafxok 145 5 grouping grouping NN cord-279245-z8pafxok 145 6 is be VBZ cord-279245-z8pafxok 145 7 not not RB cord-279245-z8pafxok 145 8 maintained maintain VBN cord-279245-z8pafxok 145 9 and and CC cord-279245-z8pafxok 145 10 in in IN cord-279245-z8pafxok 145 11 particular particular JJ cord-279245-z8pafxok 145 12 we -PRON- PRP cord-279245-z8pafxok 145 13 notice notice VBP cord-279245-z8pafxok 145 14 the the DT cord-279245-z8pafxok 145 15 large large JJ cord-279245-z8pafxok 145 16 ' ' `` cord-279245-z8pafxok 145 17 jump jump NN cord-279245-z8pafxok 145 18 ' ' '' cord-279245-z8pafxok 145 19 of of IN cord-279245-z8pafxok 145 20 the the DT cord-279245-z8pafxok 145 21 Lazio Lazio NNP cord-279245-z8pafxok 145 22 region region NN cord-279245-z8pafxok 145 23 ( ( -LRB- cord-279245-z8pafxok 145 24 cyan cyan NNP cord-279245-z8pafxok 145 25 symbols symbol NNS cord-279245-z8pafxok 145 26 ) ) -RRB- cord-279245-z8pafxok 145 27 which which WDT cord-279245-z8pafxok 145 28 goes go VBZ cord-279245-z8pafxok 145 29 ' ' `` cord-279245-z8pafxok 145 30 three three CD cord-279245-z8pafxok 145 31 colors color NNS cord-279245-z8pafxok 145 32 up up RB cord-279245-z8pafxok 145 33 ' ' '' cord-279245-z8pafxok 145 34 while while IN cord-279245-z8pafxok 145 35 there there EX cord-279245-z8pafxok 145 36 is be VBZ cord-279245-z8pafxok 145 37 some some DT cord-279245-z8pafxok 145 38 ' ' `` cord-279245-z8pafxok 145 39 improvement improvement NN cord-279245-z8pafxok 145 40 ' ' '' cord-279245-z8pafxok 145 41 for for IN cord-279245-z8pafxok 145 42 Piedmont Piedmont NNP cord-279245-z8pafxok 145 43 ( ( -LRB- cord-279245-z8pafxok 145 44 dark dark JJ cord-279245-z8pafxok 145 45 red red JJ cord-279245-z8pafxok 145 46 symbols symbol NNS cord-279245-z8pafxok 145 47 ) ) -RRB- cord-279245-z8pafxok 145 48 . . . cord-279245-z8pafxok 146 1 The the DT cord-279245-z8pafxok 146 2 Veneto Veneto NNP cord-279245-z8pafxok 146 3 region region NN cord-279245-z8pafxok 146 4 , , , cord-279245-z8pafxok 146 5 which which WDT cord-279245-z8pafxok 146 6 is be VBZ cord-279245-z8pafxok 146 7 very very RB cord-279245-z8pafxok 146 8 close close JJ cord-279245-z8pafxok 146 9 to to IN cord-279245-z8pafxok 146 10 the the DT cord-279245-z8pafxok 146 11 pandemic pandemic NN cord-279245-z8pafxok 146 12 center center NN cord-279245-z8pafxok 146 13 ( ( -LRB- cord-279245-z8pafxok 146 14 Lombardy Lombardy NNP cord-279245-z8pafxok 146 15 ) ) -RRB- cord-279245-z8pafxok 146 16 , , , cord-279245-z8pafxok 146 17 has have VBZ cord-279245-z8pafxok 146 18 a a DT cord-279245-z8pafxok 146 19 fatality fatality NN cord-279245-z8pafxok 146 20 rate rate NN cord-279245-z8pafxok 146 21 less less JJR cord-279245-z8pafxok 146 22 than than IN cord-279245-z8pafxok 146 23 0.5 0.5 CD cord-279245-z8pafxok 146 24 % % NN cord-279245-z8pafxok 146 25 . . . cord-279245-z8pafxok 147 1 This this DT cord-279245-z8pafxok 147 2 is be VBZ cord-279245-z8pafxok 147 3 the the DT cord-279245-z8pafxok 147 4 minimum minimum JJ cord-279245-z8pafxok 147 5 goal goal NN cord-279245-z8pafxok 147 6 , , , cord-279245-z8pafxok 147 7 which which WDT cord-279245-z8pafxok 147 8 can can MD cord-279245-z8pafxok 147 9 be be VB cord-279245-z8pafxok 147 10 reached reach VBN cord-279245-z8pafxok 147 11 by by IN cord-279245-z8pafxok 147 12 many many JJ cord-279245-z8pafxok 147 13 other other JJ cord-279245-z8pafxok 147 14 regions region NNS cord-279245-z8pafxok 147 15 improving improve VBG cord-279245-z8pafxok 147 16 on on IN cord-279245-z8pafxok 147 17 the the DT cord-279245-z8pafxok 147 18 support support NN cord-279245-z8pafxok 147 19 system system NN cord-279245-z8pafxok 147 20 and and CC cord-279245-z8pafxok 147 21 maybe maybe RB cord-279245-z8pafxok 147 22 moving move VBG cord-279245-z8pafxok 147 23 resources resource NNS cord-279245-z8pafxok 147 24 around around RB cord-279245-z8pafxok 147 25 . . . cord-279245-z8pafxok 148 1 The the DT cord-279245-z8pafxok 148 2 reason(s reason(s NNP cord-279245-z8pafxok 148 3 ) ) -RRB- cord-279245-z8pafxok 148 4 why why WRB cord-279245-z8pafxok 148 5 the the DT cord-279245-z8pafxok 148 6 Lazio Lazio NNP cord-279245-z8pafxok 148 7 region region NN cord-279245-z8pafxok 148 8 is be VBZ cord-279245-z8pafxok 148 9 performing perform VBG cord-279245-z8pafxok 148 10 so so RB cord-279245-z8pafxok 148 11 poorly poorly RB cord-279245-z8pafxok 148 12 is be VBZ cord-279245-z8pafxok 148 13 not not RB cord-279245-z8pafxok 148 14 clear clear JJ cord-279245-z8pafxok 148 15 . . . cord-279245-z8pafxok 149 1 The the DT cord-279245-z8pafxok 149 2 ' ' `` cord-279245-z8pafxok 149 3 best good JJS cord-279245-z8pafxok 149 4 performing perform VBG cord-279245-z8pafxok 149 5 ' ' '' cord-279245-z8pafxok 149 6 regions region NNS cord-279245-z8pafxok 149 7 like like IN cord-279245-z8pafxok 149 8 Calabria Calabria NNP cord-279245-z8pafxok 149 9 , , , cord-279245-z8pafxok 149 10 Basilicata Basilicata NNP cord-279245-z8pafxok 149 11 and and CC cord-279245-z8pafxok 149 12 Umbria Umbria NNP cord-279245-z8pafxok 149 13 are be VBP cord-279245-z8pafxok 149 14 located locate VBN cord-279245-z8pafxok 149 15 in in IN cord-279245-z8pafxok 149 16 the the DT cord-279245-z8pafxok 149 17 center center NN cord-279245-z8pafxok 149 18 , , , cord-279245-z8pafxok 149 19 southern southern JJ cord-279245-z8pafxok 149 20 part part NN cord-279245-z8pafxok 149 21 of of IN cord-279245-z8pafxok 149 22 Italy Italy NNP cord-279245-z8pafxok 149 23 , , , cord-279245-z8pafxok 149 24 far far RB cord-279245-z8pafxok 149 25 away away RB cord-279245-z8pafxok 149 26 from from IN cord-279245-z8pafxok 149 27 the the DT cord-279245-z8pafxok 149 28 center center NN cord-279245-z8pafxok 149 29 of of IN cord-279245-z8pafxok 149 30 the the DT cord-279245-z8pafxok 149 31 infection infection NN cord-279245-z8pafxok 149 32 7 7 CD cord-279245-z8pafxok 149 33 . . . cord-279245-z8pafxok 150 1 Sicily Sicily NNP cord-279245-z8pafxok 150 2 is be VBZ cord-279245-z8pafxok 150 3 also also RB cord-279245-z8pafxok 150 4 a a DT cord-279245-z8pafxok 150 5 surprise surprise NN cord-279245-z8pafxok 150 6 being be VBG cord-279245-z8pafxok 150 7 the the DT cord-279245-z8pafxok 150 8 most most RBS cord-279245-z8pafxok 150 9 southern southern JJ cord-279245-z8pafxok 150 10 region region NN cord-279245-z8pafxok 150 11 and and CC cord-279245-z8pafxok 150 12 having have VBG cord-279245-z8pafxok 150 13 such such PDT cord-279245-z8pafxok 150 14 a a DT cord-279245-z8pafxok 150 15 large large JJ cord-279245-z8pafxok 150 16 fatality fatality NN cord-279245-z8pafxok 150 17 rate rate NN cord-279245-z8pafxok 150 18 , , , cord-279245-z8pafxok 150 19 2.2 2.2 CD cord-279245-z8pafxok 150 20 % % NN cord-279245-z8pafxok 150 21 . . . cord-279245-z8pafxok 151 1 For for IN cord-279245-z8pafxok 151 2 comparison comparison NN cord-279245-z8pafxok 151 3 the the DT cord-279245-z8pafxok 151 4 probability probability NN cord-279245-z8pafxok 151 5 for for IN cord-279245-z8pafxok 151 6 Germany Germany NNP cord-279245-z8pafxok 151 7 is be VBZ cord-279245-z8pafxok 151 8 less less JJR cord-279245-z8pafxok 151 9 than than IN cord-279245-z8pafxok 151 10 0.2 0.2 CD cord-279245-z8pafxok 151 11 % % NN cord-279245-z8pafxok 151 12 . . . cord-279245-z8pafxok 152 1 In in IN cord-279245-z8pafxok 152 2 figure figure NN cord-279245-z8pafxok 152 3 10 10 CD cord-279245-z8pafxok 152 4 we -PRON- PRP cord-279245-z8pafxok 152 5 plot plot VBP cord-279245-z8pafxok 152 6 the the DT cord-279245-z8pafxok 152 7 ratio ratio NN cord-279245-z8pafxok 152 8 = = SYM cord-279245-z8pafxok 152 9 fatalities fatality NNS cord-279245-z8pafxok 152 10 / / SYM cord-279245-z8pafxok 152 11 positives positive NNS cord-279245-z8pafxok 152 12 , , , cord-279245-z8pafxok 152 13 a a DT cord-279245-z8pafxok 152 14 quantity quantity NN cord-279245-z8pafxok 152 15 we -PRON- PRP cord-279245-z8pafxok 152 16 have have VBP cord-279245-z8pafxok 152 17 discussed discuss VBN cord-279245-z8pafxok 152 18 the the DT cord-279245-z8pafxok 152 19 in in IN cord-279245-z8pafxok 152 20 previous previous JJ cord-279245-z8pafxok 152 21 sections section NNS cord-279245-z8pafxok 152 22 . . . cord-279245-z8pafxok 153 1 We -PRON- PRP cord-279245-z8pafxok 153 2 mentioned mention VBD cord-279245-z8pafxok 153 3 the the DT cord-279245-z8pafxok 153 4 fact fact NN cord-279245-z8pafxok 153 5 that that IN cord-279245-z8pafxok 153 6 such such PDT cord-279245-z8pafxok 153 7 a a DT cord-279245-z8pafxok 153 8 ratio ratio NN cord-279245-z8pafxok 153 9 is be VBZ cord-279245-z8pafxok 153 10 less less JJR cord-279245-z8pafxok 153 11 than than IN cord-279245-z8pafxok 153 12 2 2 CD cord-279245-z8pafxok 153 13 % % NN cord-279245-z8pafxok 153 14 for for IN cord-279245-z8pafxok 153 15 . . . cord-279245-z8pafxok 154 1 CC CC NNP cord-279245-z8pafxok 154 2 - - HYPH cord-279245-z8pafxok 154 3 BY BY NNP cord-279245-z8pafxok 154 4 - - HYPH cord-279245-z8pafxok 154 5 ND ND NNP cord-279245-z8pafxok 154 6 4.0 4.0 CD cord-279245-z8pafxok 154 7 International international JJ cord-279245-z8pafxok 154 8 license license NN cord-279245-z8pafxok 155 1 It -PRON- PRP cord-279245-z8pafxok 155 2 is be VBZ cord-279245-z8pafxok 155 3 made make VBN cord-279245-z8pafxok 155 4 available available JJ cord-279245-z8pafxok 155 5 under under IN cord-279245-z8pafxok 155 6 a a DT cord-279245-z8pafxok 156 1 is be VBZ cord-279245-z8pafxok 156 2 the the DT cord-279245-z8pafxok 156 3 author author NN cord-279245-z8pafxok 156 4 / / SYM cord-279245-z8pafxok 156 5 funder funder NN cord-279245-z8pafxok 156 6 , , , cord-279245-z8pafxok 156 7 who who WP cord-279245-z8pafxok 156 8 has have VBZ cord-279245-z8pafxok 156 9 granted grant VBN cord-279245-z8pafxok 156 10 medRxiv medRxiv NNS cord-279245-z8pafxok 156 11 a a DT cord-279245-z8pafxok 156 12 license license NN cord-279245-z8pafxok 156 13 to to TO cord-279245-z8pafxok 156 14 display display VB cord-279245-z8pafxok 156 15 the the DT cord-279245-z8pafxok 156 16 preprint preprint NN cord-279245-z8pafxok 156 17 in in IN cord-279245-z8pafxok 156 18 perpetuity perpetuity NN cord-279245-z8pafxok 156 19 . . . cord-279245-z8pafxok 157 1 The the DT cord-279245-z8pafxok 157 2 copyright copyright NN cord-279245-z8pafxok 157 3 holder holder NN cord-279245-z8pafxok 157 4 for for IN cord-279245-z8pafxok 157 5 this this DT cord-279245-z8pafxok 157 6 preprint preprint NN cord-279245-z8pafxok 157 7 . . . cord-279245-z8pafxok 158 1 https://doi.org/10.1101/2020.04.10.20060616 https://doi.org/10.1101/2020.04.10.20060616 NNP cord-279245-z8pafxok 158 2 doi doi NN cord-279245-z8pafxok 158 3 : : : cord-279245-z8pafxok 159 1 medRxiv medRxiv NNP cord-279245-z8pafxok 159 2 preprint preprint NN cord-279245-z8pafxok 159 3 Germany Germany NNP cord-279245-z8pafxok 159 4 on on IN cord-279245-z8pafxok 159 5 April April NNP cord-279245-z8pafxok 159 6 5,2020 5,2020 CD cord-279245-z8pafxok 160 1 a a DT cord-279245-z8pafxok 160 2 value value NN cord-279245-z8pafxok 160 3 similar similar JJ cord-279245-z8pafxok 160 4 to to IN cord-279245-z8pafxok 160 5 the the DT cord-279245-z8pafxok 160 6 Basilicata Basilicata NNP cord-279245-z8pafxok 160 7 region region NN cord-279245-z8pafxok 160 8 only only RB cord-279245-z8pafxok 160 9 , , , cord-279245-z8pafxok 161 1 but but CC cord-279245-z8pafxok 161 2 while while IN cord-279245-z8pafxok 161 3 Germany Germany NNP cord-279245-z8pafxok 161 4 had have VBD cord-279245-z8pafxok 161 5 100000 100000 CD cord-279245-z8pafxok 161 6 positives positive NNS cord-279245-z8pafxok 161 7 and and CC cord-279245-z8pafxok 161 8 1600 1600 CD cord-279245-z8pafxok 161 9 deaths death NNS cord-279245-z8pafxok 161 10 , , , cord-279245-z8pafxok 161 11 Basilicata Basilicata NNP cord-279245-z8pafxok 161 12 had have VBD cord-279245-z8pafxok 161 13 278 278 CD cord-279245-z8pafxok 161 14 and and CC cord-279245-z8pafxok 161 15 13 13 CD cord-279245-z8pafxok 161 16 cases case NNS cord-279245-z8pafxok 161 17 respectively respectively RB cord-279245-z8pafxok 161 18 . . . cord-279245-z8pafxok 162 1 Figure figure NN cord-279245-z8pafxok 162 2 10 10 CD cord-279245-z8pafxok 162 3 . . . cord-279245-z8pafxok 163 1 Fatalities fatality NNS cord-279245-z8pafxok 163 2 / / SYM cord-279245-z8pafxok 163 3 positives positive NNS cord-279245-z8pafxok 163 4 versus versus IN cord-279245-z8pafxok 163 5 time time NN cord-279245-z8pafxok 163 6 , , , cord-279245-z8pafxok 163 7 see see VB cord-279245-z8pafxok 163 8 the the DT cord-279245-z8pafxok 163 9 previous previous JJ cord-279245-z8pafxok 163 10 figures figure NNS cord-279245-z8pafxok 163 11 for for IN cord-279245-z8pafxok 163 12 the the DT cord-279245-z8pafxok 163 13 color color NN cord-279245-z8pafxok 163 14 codes code NNS cord-279245-z8pafxok 163 15 . . . cord-279245-z8pafxok 164 1 For for IN cord-279245-z8pafxok 164 2 comparison comparison NN cord-279245-z8pafxok 164 3 , , , cord-279245-z8pafxok 164 4 the the DT cord-279245-z8pafxok 164 5 same same JJ cord-279245-z8pafxok 164 6 ratio ratio NN cord-279245-z8pafxok 164 7 for for IN cord-279245-z8pafxok 164 8 Germany Germany NNP cord-279245-z8pafxok 164 9 was be VBD cord-279245-z8pafxok 164 10 1.6 1.6 CD cord-279245-z8pafxok 164 11 % % NN cord-279245-z8pafxok 164 12 on on IN cord-279245-z8pafxok 164 13 April April NNP cord-279245-z8pafxok 164 14 5 5 CD cord-279245-z8pafxok 164 15 , , , cord-279245-z8pafxok 164 16 2020 2020 CD cord-279245-z8pafxok 164 17 . . . cord-279245-z8pafxok 165 1 We -PRON- PRP cord-279245-z8pafxok 165 2 investigated investigate VBD cord-279245-z8pafxok 165 3 in in IN cord-279245-z8pafxok 165 4 detail detail NN cord-279245-z8pafxok 165 5 the the DT cord-279245-z8pafxok 165 6 spread spread NN cord-279245-z8pafxok 165 7 of of IN cord-279245-z8pafxok 165 8 COVID-19 covid-19 NN cord-279245-z8pafxok 165 9 in in IN cord-279245-z8pafxok 165 10 each each DT cord-279245-z8pafxok 165 11 Italian italian JJ cord-279245-z8pafxok 165 12 region region NN cord-279245-z8pafxok 165 13 . . . cord-279245-z8pafxok 166 1 The the DT cord-279245-z8pafxok 166 2 overall overall JJ cord-279245-z8pafxok 166 3 statistics statistic NNS cord-279245-z8pafxok 166 4 shows show VBZ cord-279245-z8pafxok 166 5 that that IN cord-279245-z8pafxok 166 6 the the DT cord-279245-z8pafxok 166 7 spread spread NN cord-279245-z8pafxok 166 8 is be VBZ cord-279245-z8pafxok 166 9 slowing slow VBG cord-279245-z8pafxok 166 10 down down RP cord-279245-z8pafxok 166 11 but but CC cord-279245-z8pafxok 166 12 not not RB cord-279245-z8pafxok 166 13 in in IN cord-279245-z8pafxok 166 14 some some DT cord-279245-z8pafxok 166 15 regions region NNS cord-279245-z8pafxok 166 16 like like IN cord-279245-z8pafxok 166 17 Lombardy Lombardy NNP cord-279245-z8pafxok 166 18 . . . cord-279245-z8pafxok 167 1 The the DT cord-279245-z8pafxok 167 2 most most RBS cord-279245-z8pafxok 167 3 negative negative JJ cord-279245-z8pafxok 167 4 feature feature NN cord-279245-z8pafxok 167 5 is be VBZ cord-279245-z8pafxok 167 6 the the DT cord-279245-z8pafxok 167 7 statistical statistical JJ cord-279245-z8pafxok 167 8 large large JJ cord-279245-z8pafxok 167 9 number number NN cord-279245-z8pafxok 167 10 of of IN cord-279245-z8pafxok 167 11 fatalities fatality NNS cord-279245-z8pafxok 167 12 as as IN cord-279245-z8pafxok 167 13 compared compare VBN cord-279245-z8pafxok 167 14 to to IN cord-279245-z8pafxok 167 15 the the DT cord-279245-z8pafxok 167 16 number number NN cord-279245-z8pafxok 167 17 of of IN cord-279245-z8pafxok 167 18 people people NNS cord-279245-z8pafxok 167 19 tested test VBN cord-279245-z8pafxok 167 20 positive positive JJ cord-279245-z8pafxok 167 21 to to IN cord-279245-z8pafxok 167 22 the the DT cord-279245-z8pafxok 167 23 virus virus NN cord-279245-z8pafxok 167 24 . . . cord-279245-z8pafxok 168 1 This this DT cord-279245-z8pafxok 168 2 is be VBZ cord-279245-z8pafxok 168 3 most most RBS cord-279245-z8pafxok 168 4 probably probably RB cord-279245-z8pafxok 168 5 due due JJ cord-279245-z8pafxok 168 6 to to IN cord-279245-z8pafxok 168 7 hospital hospital NN cord-279245-z8pafxok 168 8 overcrowding overcrowding NN cord-279245-z8pafxok 168 9 and and CC cord-279245-z8pafxok 168 10 lack lack NN cord-279245-z8pafxok 168 11 of of IN cord-279245-z8pafxok 168 12 enough enough JJ cord-279245-z8pafxok 168 13 tools tool NNS cord-279245-z8pafxok 168 14 like like IN cord-279245-z8pafxok 168 15 ventilators ventilator NNS cord-279245-z8pafxok 168 16 and and CC cord-279245-z8pafxok 168 17 sufficient sufficient JJ cord-279245-z8pafxok 168 18 personal personal JJ cord-279245-z8pafxok 168 19 protection protection NN cord-279245-z8pafxok 168 20 equipment equipment NN cord-279245-z8pafxok 168 21 especially especially RB cord-279245-z8pafxok 168 22 for for IN cord-279245-z8pafxok 168 23 the the DT cord-279245-z8pafxok 168 24 medical medical JJ cord-279245-z8pafxok 168 25 staff staff NN cord-279245-z8pafxok 168 26 , , , cord-279245-z8pafxok 168 27 which which WDT cord-279245-z8pafxok 168 28 is be VBZ cord-279245-z8pafxok 168 29 in in IN cord-279245-z8pafxok 168 30 the the DT cord-279245-z8pafxok 168 31 front front JJ cord-279245-z8pafxok 168 32 line line NN cord-279245-z8pafxok 168 33 . . . cord-279245-z8pafxok 169 1 We -PRON- PRP cord-279245-z8pafxok 169 2 can can MD cord-279245-z8pafxok 169 3 not not RB cord-279245-z8pafxok 169 4 exclude exclude VB cord-279245-z8pafxok 169 5 that that IN cord-279245-z8pafxok 169 6 hospitals hospital NNS cord-279245-z8pafxok 169 7 are be VBP cord-279245-z8pafxok 169 8 a a DT cord-279245-z8pafxok 169 9 possible possible JJ cord-279245-z8pafxok 169 10 source source NN cord-279245-z8pafxok 169 11 of of IN cord-279245-z8pafxok 169 12 the the DT cord-279245-z8pafxok 169 13 infection infection NN cord-279245-z8pafxok 169 14 , , , cord-279245-z8pafxok 169 15 maybe maybe RB cord-279245-z8pafxok 169 16 the the DT cord-279245-z8pafxok 169 17 use use NN cord-279245-z8pafxok 169 18 of of IN cord-279245-z8pafxok 169 19 other other JJ cord-279245-z8pafxok 169 20 public public JJ cord-279245-z8pafxok 169 21 buildings building NNS cord-279245-z8pafxok 169 22 transformed transform VBN cord-279245-z8pafxok 169 23 into into IN cord-279245-z8pafxok 169 24 temporary temporary JJ cord-279245-z8pafxok 169 25 hospitals hospital NNS cord-279245-z8pafxok 169 26 might may MD cord-279245-z8pafxok 169 27 help help VB cord-279245-z8pafxok 169 28 . . . cord-279245-z8pafxok 170 1 Moving move VBG cord-279245-z8pafxok 170 2 higher high JJR cord-279245-z8pafxok 170 3 risk risk NN cord-279245-z8pafxok 170 4 people people NNS cord-279245-z8pafxok 170 5 , , , cord-279245-z8pafxok 170 6 still still RB cord-279245-z8pafxok 170 7 negative negative JJ cord-279245-z8pafxok 170 8 to to IN cord-279245-z8pafxok 170 9 the the DT cord-279245-z8pafxok 170 10 virus virus NN cord-279245-z8pafxok 170 11 , , , cord-279245-z8pafxok 170 12 to to TO cord-279245-z8pafxok 170 13 lower lower VB cord-279245-z8pafxok 170 14 density density NN cord-279245-z8pafxok 170 15 places place NNS cord-279245-z8pafxok 170 16 like like IN cord-279245-z8pafxok 170 17 . . . cord-279245-z8pafxok 171 1 CC CC NNP cord-279245-z8pafxok 171 2 - - HYPH cord-279245-z8pafxok 171 3 BY BY NNP cord-279245-z8pafxok 171 4 - - HYPH cord-279245-z8pafxok 171 5 ND ND NNP cord-279245-z8pafxok 171 6 4.0 4.0 CD cord-279245-z8pafxok 171 7 International international JJ cord-279245-z8pafxok 171 8 license license NN cord-279245-z8pafxok 172 1 It -PRON- PRP cord-279245-z8pafxok 172 2 is be VBZ cord-279245-z8pafxok 172 3 made make VBN cord-279245-z8pafxok 172 4 available available JJ cord-279245-z8pafxok 172 5 under under IN cord-279245-z8pafxok 172 6 a a DT cord-279245-z8pafxok 173 1 is be VBZ cord-279245-z8pafxok 173 2 the the DT cord-279245-z8pafxok 173 3 author author NN cord-279245-z8pafxok 173 4 / / SYM cord-279245-z8pafxok 173 5 funder funder NN cord-279245-z8pafxok 173 6 , , , cord-279245-z8pafxok 173 7 who who WP cord-279245-z8pafxok 173 8 has have VBZ cord-279245-z8pafxok 173 9 granted grant VBN cord-279245-z8pafxok 173 10 medRxiv medRxiv NNS cord-279245-z8pafxok 173 11 a a DT cord-279245-z8pafxok 173 12 license license NN cord-279245-z8pafxok 173 13 to to TO cord-279245-z8pafxok 173 14 display display VB cord-279245-z8pafxok 173 15 the the DT cord-279245-z8pafxok 173 16 preprint preprint NN cord-279245-z8pafxok 173 17 in in IN cord-279245-z8pafxok 173 18 perpetuity perpetuity NN cord-279245-z8pafxok 173 19 . . . cord-279245-z8pafxok 174 1 ( ( -LRB- cord-279245-z8pafxok 174 2 which which WDT cord-279245-z8pafxok 174 3 was be VBD cord-279245-z8pafxok 174 4 not not RB cord-279245-z8pafxok 174 5 peer peer NN cord-279245-z8pafxok 174 6 - - HYPH cord-279245-z8pafxok 174 7 reviewed review VBN cord-279245-z8pafxok 174 8 ) ) -RRB- cord-279245-z8pafxok 175 1 The the DT cord-279245-z8pafxok 175 2 copyright copyright NN cord-279245-z8pafxok 175 3 holder holder NN cord-279245-z8pafxok 175 4 for for IN cord-279245-z8pafxok 175 5 this this DT cord-279245-z8pafxok 175 6 preprint preprint NN cord-279245-z8pafxok 175 7 . . . cord-279245-z8pafxok 176 1 https://doi.org/10.1101/2020.04.10.20060616 https://doi.org/10.1101/2020.04.10.20060616 NNP cord-279245-z8pafxok 176 2 doi doi NN cord-279245-z8pafxok 176 3 : : : cord-279245-z8pafxok 177 1 medRxiv medRxiv NNP cord-279245-z8pafxok 177 2 preprint preprint NNP cord-279245-z8pafxok 177 3 beach beach NN cord-279245-z8pafxok 177 4 resorts resort NNS cord-279245-z8pafxok 177 5 might may MD cord-279245-z8pafxok 177 6 help help VB cord-279245-z8pafxok 177 7 . . . cord-279245-z8pafxok 178 1 It -PRON- PRP cord-279245-z8pafxok 178 2 is be VBZ cord-279245-z8pafxok 178 3 especially especially RB cord-279245-z8pafxok 178 4 important important JJ cord-279245-z8pafxok 178 5 in in IN cord-279245-z8pafxok 178 6 our -PRON- PRP$ cord-279245-z8pafxok 178 7 opinion opinion NN cord-279245-z8pafxok 178 8 to to TO cord-279245-z8pafxok 178 9 put put VB cord-279245-z8pafxok 178 10 the the DT cord-279245-z8pafxok 178 11 different different JJ cord-279245-z8pafxok 178 12 resources resource NNS cord-279245-z8pafxok 178 13 of of IN cord-279245-z8pafxok 178 14 the the DT cord-279245-z8pafxok 178 15 regions region NNS cord-279245-z8pafxok 178 16 together together RB cord-279245-z8pafxok 178 17 to to TO cord-279245-z8pafxok 178 18 understand understand VB cord-279245-z8pafxok 178 19 the the DT cord-279245-z8pafxok 178 20 spread spread NN cord-279245-z8pafxok 178 21 more more RBR cord-279245-z8pafxok 178 22 effectively effectively RB cord-279245-z8pafxok 178 23 . . . cord-279245-z8pafxok 179 1 For for IN cord-279245-z8pafxok 179 2 instance instance NN cord-279245-z8pafxok 179 3 regions region NNS cord-279245-z8pafxok 179 4 with with IN cord-279245-z8pafxok 179 5 a a DT cord-279245-z8pafxok 179 6 lower low JJR cord-279245-z8pafxok 179 7 probability probability NN cord-279245-z8pafxok 179 8 of of IN cord-279245-z8pafxok 179 9 infection infection NN cord-279245-z8pafxok 179 10 ( ( -LRB- cord-279245-z8pafxok 179 11 less less JJR cord-279245-z8pafxok 179 12 than than IN cord-279245-z8pafxok 179 13 15 15 CD cord-279245-z8pafxok 179 14 % % NN cord-279245-z8pafxok 179 15 ) ) -RRB- cord-279245-z8pafxok 179 16 might may MD cord-279245-z8pafxok 179 17 send send VB cord-279245-z8pafxok 179 18 some some DT cord-279245-z8pafxok 179 19 of of IN cord-279245-z8pafxok 179 20 their -PRON- PRP$ cord-279245-z8pafxok 179 21 testing testing NN cord-279245-z8pafxok 179 22 equipment equipment NN cord-279245-z8pafxok 179 23 , , , cord-279245-z8pafxok 179 24 unused unused JJ cord-279245-z8pafxok 179 25 ventilators ventilator NNS cord-279245-z8pafxok 179 26 and and CC cord-279245-z8pafxok 179 27 maybe maybe RB cord-279245-z8pafxok 179 28 some some DT cord-279245-z8pafxok 179 29 medical medical JJ cord-279245-z8pafxok 179 30 personnel personnel NNS cord-279245-z8pafxok 179 31 to to IN cord-279245-z8pafxok 179 32 higher high JJR cord-279245-z8pafxok 179 33 risk risk NN cord-279245-z8pafxok 179 34 regions region NNS cord-279245-z8pafxok 179 35 on on IN cord-279245-z8pafxok 179 36 a a DT cord-279245-z8pafxok 179 37 temporary temporary JJ cord-279245-z8pafxok 179 38 basis basis NN cord-279245-z8pafxok 179 39 . . . cord-279245-z8pafxok 180 1 Ventilators ventilator NNS cord-279245-z8pafxok 180 2 and and CC cord-279245-z8pafxok 180 3 personal personal JJ cord-279245-z8pafxok 180 4 protection protection NN cord-279245-z8pafxok 180 5 equipment equipment NN cord-279245-z8pafxok 180 6 are be VBP cord-279245-z8pafxok 180 7 the the DT cord-279245-z8pafxok 180 8 most most RBS cord-279245-z8pafxok 180 9 needed needed JJ cord-279245-z8pafxok 180 10 tools tool NNS cord-279245-z8pafxok 180 11 . . . cord-279245-z8pafxok 181 1 The the DT cord-279245-z8pafxok 181 2 country country NN cord-279245-z8pafxok 181 3 of of IN cord-279245-z8pafxok 181 4 Ferrari Ferrari NNP cord-279245-z8pafxok 181 5 , , , cord-279245-z8pafxok 181 6 Lamborghini Lamborghini NNP cord-279245-z8pafxok 181 7 and and CC cord-279245-z8pafxok 181 8 Ducati Ducati NNP cord-279245-z8pafxok 181 9 among among IN cord-279245-z8pafxok 181 10 others other NNS cord-279245-z8pafxok 181 11 , , , cord-279245-z8pafxok 181 12 as as RB cord-279245-z8pafxok 181 13 well well RB cord-279245-z8pafxok 181 14 as as IN cord-279245-z8pafxok 181 15 electronics electronic NNS cord-279245-z8pafxok 181 16 and and CC cord-279245-z8pafxok 181 17 fashion fashion NN cord-279245-z8pafxok 181 18 might may MD cord-279245-z8pafxok 181 19 divert divert VB cord-279245-z8pafxok 181 20 some some DT cord-279245-z8pafxok 181 21 industrial industrial JJ cord-279245-z8pafxok 181 22 capabilities capability NNS cord-279245-z8pafxok 181 23 to to TO cord-279245-z8pafxok 181 24 fulfill fulfill VB cord-279245-z8pafxok 181 25 the the DT cord-279245-z8pafxok 181 26 emergency emergency NN cord-279245-z8pafxok 181 27 in in IN cord-279245-z8pafxok 181 28 short short JJ cord-279245-z8pafxok 181 29 times time NNS cord-279245-z8pafxok 181 30 . . . cord-279245-z8pafxok 182 1 The the DT cord-279245-z8pafxok 182 2 more more RBR cord-279245-z8pafxok 182 3 we -PRON- PRP cord-279245-z8pafxok 182 4 wait wait VBP cord-279245-z8pafxok 182 5 the the DT cord-279245-z8pafxok 182 6 more more JJR cord-279245-z8pafxok 182 7 people people NNS cord-279245-z8pafxok 182 8 dies die VBZ cord-279245-z8pafxok 182 9 . . . cord-279245-z8pafxok 183 1 Deterministic Deterministic NNP cord-279245-z8pafxok 183 2 Chaos Chaos NNP cord-279245-z8pafxok 183 3 Fluid Fluid NNP cord-279245-z8pafxok 183 4 Mechanics Mechanics NNPS cord-279245-z8pafxok 183 5 Mediterr Mediterr NNP cord-279245-z8pafxok 183 6 . . . cord-279245-z8pafxok 184 1 Conf Conf NNP cord-279245-z8pafxok 184 2 . . . cord-279245-z8pafxok 185 1 Control Control NNP cord-279245-z8pafxok 185 2 Autom Autom NNP cord-279245-z8pafxok 185 3 . . . cord-279245-z8pafxok 186 1 -Conf -conf UH cord-279245-z8pafxok 186 2 . . . cord-279245-z8pafxok 187 1 Proceedings proceeding NNS cord-279245-z8pafxok 187 2 , , , cord-279245-z8pafxok 187 3 MED'08 MED'08 NNP