id sid tid token lemma pos cord-296739-ujsqshjg 1 1 key key JJ cord-296739-ujsqshjg 1 2 : : : cord-296739-ujsqshjg 1 3 cord-296739-ujsqshjg cord-296739-ujsqshjg XX cord-296739-ujsqshjg 2 1 authors author NNS cord-296739-ujsqshjg 2 2 : : : cord-296739-ujsqshjg 2 3 Dexter Dexter NNP cord-296739-ujsqshjg 2 4 , , , cord-296739-ujsqshjg 2 5 Franklin Franklin NNP cord-296739-ujsqshjg 2 6 ; ; : cord-296739-ujsqshjg 2 7 Epstein Epstein NNP cord-296739-ujsqshjg 2 8 , , , cord-296739-ujsqshjg 2 9 Richard Richard NNP cord-296739-ujsqshjg 2 10 H H NNP cord-296739-ujsqshjg 2 11 ; ; : cord-296739-ujsqshjg 2 12 Shi Shi NNP cord-296739-ujsqshjg 2 13 , , , cord-296739-ujsqshjg 2 14 Pengyi Pengyi NNP cord-296739-ujsqshjg 2 15 title title NN cord-296739-ujsqshjg 2 16 : : : cord-296739-ujsqshjg 2 17 Forecasting forecast VBG cord-296739-ujsqshjg 2 18 the the DT cord-296739-ujsqshjg 2 19 Probability probability NN cord-296739-ujsqshjg 2 20 That that IN cord-296739-ujsqshjg 2 21 Each each DT cord-296739-ujsqshjg 2 22 Surgical surgical JJ cord-296739-ujsqshjg 2 23 Case case NN cord-296739-ujsqshjg 3 1 Will Will MD cord-296739-ujsqshjg 3 2 Either either CC cord-296739-ujsqshjg 3 3 Be be VB cord-296739-ujsqshjg 3 4 Ambulatory ambulatory JJ cord-296739-ujsqshjg 3 5 or or CC cord-296739-ujsqshjg 3 6 the the DT cord-296739-ujsqshjg 3 7 Patient Patient NNP cord-296739-ujsqshjg 4 1 Will Will MD cord-296739-ujsqshjg 4 2 Remain remain VB cord-296739-ujsqshjg 4 3 in in IN cord-296739-ujsqshjg 4 4 the the DT cord-296739-ujsqshjg 4 5 Hospital Hospital NNP cord-296739-ujsqshjg 4 6 Overnight Overnight NNP cord-296739-ujsqshjg 4 7 Versus Versus NNP cord-296739-ujsqshjg 4 8 Having have VBG cord-296739-ujsqshjg 4 9 a a DT cord-296739-ujsqshjg 4 10 Length length NN cord-296739-ujsqshjg 4 11 of of IN cord-296739-ujsqshjg 4 12 Stay stay NN cord-296739-ujsqshjg 4 13 of of IN cord-296739-ujsqshjg 4 14 Two two CD cord-296739-ujsqshjg 4 15 or or CC cord-296739-ujsqshjg 4 16 More More JJR cord-296739-ujsqshjg 4 17 Days day NNS cord-296739-ujsqshjg 4 18 date date NN cord-296739-ujsqshjg 5 1 : : : cord-296739-ujsqshjg 5 2 2020 2020 CD cord-296739-ujsqshjg 5 3 - - SYM cord-296739-ujsqshjg 5 4 10 10 CD cord-296739-ujsqshjg 5 5 - - HYPH cord-296739-ujsqshjg 5 6 08 08 CD cord-296739-ujsqshjg 5 7 journal journal NN cord-296739-ujsqshjg 5 8 : : : cord-296739-ujsqshjg 6 1 Cureus Cureus NNP cord-296739-ujsqshjg 6 2 DOI DOI NNP cord-296739-ujsqshjg 6 3 : : : cord-296739-ujsqshjg 7 1 10.7759 10.7759 CD cord-296739-ujsqshjg 7 2 / / SYM cord-296739-ujsqshjg 7 3 cureus.10847 cureus.10847 NN cord-296739-ujsqshjg 7 4 sha sha NNP cord-296739-ujsqshjg 7 5 : : : cord-296739-ujsqshjg 8 1 72cd582807dcc7199b60c66ddc97c505c90d055b 72cd582807dcc7199b60c66ddc97c505c90d055b NNP cord-296739-ujsqshjg 8 2 doc_id doc_id CD cord-296739-ujsqshjg 8 3 : : : cord-296739-ujsqshjg 9 1 296739 296739 CD cord-296739-ujsqshjg 9 2 cord_uid cord_uid NNS cord-296739-ujsqshjg 9 3 : : : cord-296739-ujsqshjg 9 4 ujsqshjg ujsqshjg UH cord-296739-ujsqshjg 10 1 When when WRB cord-296739-ujsqshjg 10 2 the the DT cord-296739-ujsqshjg 10 3 hospital hospital NN cord-296739-ujsqshjg 10 4 census census NN cord-296739-ujsqshjg 10 5 is be VBZ cord-296739-ujsqshjg 10 6 high high JJ cord-296739-ujsqshjg 10 7 , , , cord-296739-ujsqshjg 10 8 perioperative perioperative JJ cord-296739-ujsqshjg 10 9 medical medical JJ cord-296739-ujsqshjg 10 10 directors director NNS cord-296739-ujsqshjg 10 11 or or CC cord-296739-ujsqshjg 10 12 operating operating NN cord-296739-ujsqshjg 10 13 room room NN cord-296739-ujsqshjg 10 14 ( ( -LRB- cord-296739-ujsqshjg 10 15 OR OR NNP cord-296739-ujsqshjg 10 16 ) ) -RRB- cord-296739-ujsqshjg 10 17 managers manager NNS cord-296739-ujsqshjg 10 18 sometimes sometimes RB cord-296739-ujsqshjg 10 19 need need VBP cord-296739-ujsqshjg 10 20 to to TO cord-296739-ujsqshjg 10 21 review review VB cord-296739-ujsqshjg 10 22 with with IN cord-296739-ujsqshjg 10 23 surgical surgical JJ cord-296739-ujsqshjg 10 24 departments department NNS cord-296739-ujsqshjg 10 25 as as IN cord-296739-ujsqshjg 10 26 to to IN cord-296739-ujsqshjg 10 27 which which WDT cord-296739-ujsqshjg 10 28 surgical surgical JJ cord-296739-ujsqshjg 10 29 cases case NNS cord-296739-ujsqshjg 10 30 scheduled schedule VBN cord-296739-ujsqshjg 10 31 to to TO cord-296739-ujsqshjg 10 32 be be VB cord-296739-ujsqshjg 10 33 performed perform VBN cord-296739-ujsqshjg 10 34 within within IN cord-296739-ujsqshjg 10 35 the the DT cord-296739-ujsqshjg 10 36 next next JJ cord-296739-ujsqshjg 10 37 three three CD cord-296739-ujsqshjg 10 38 days day NNS cord-296739-ujsqshjg 10 39 may may MD cord-296739-ujsqshjg 10 40 need need VB cord-296739-ujsqshjg 10 41 to to TO cord-296739-ujsqshjg 10 42 be be VB cord-296739-ujsqshjg 10 43 postponed postpone VBN cord-296739-ujsqshjg 10 44 . . . cord-296739-ujsqshjg 11 1 Although although IN cord-296739-ujsqshjg 11 2 distributions distribution NNS cord-296739-ujsqshjg 11 3 of of IN cord-296739-ujsqshjg 11 4 hospital hospital NN cord-296739-ujsqshjg 11 5 length length NN cord-296739-ujsqshjg 11 6 of of IN cord-296739-ujsqshjg 11 7 stay stay NN cord-296739-ujsqshjg 11 8 ( ( -LRB- cord-296739-ujsqshjg 11 9 LOS LOS NNP cord-296739-ujsqshjg 11 10 ) ) -RRB- cord-296739-ujsqshjg 11 11 are be VBP cord-296739-ujsqshjg 11 12 highly highly RB cord-296739-ujsqshjg 11 13 skewed skewed JJ cord-296739-ujsqshjg 11 14 , , , cord-296739-ujsqshjg 11 15 a a DT cord-296739-ujsqshjg 11 16 surprisingly surprisingly RB cord-296739-ujsqshjg 11 17 effective effective JJ cord-296739-ujsqshjg 11 18 summary summary NN cord-296739-ujsqshjg 11 19 measure measure NN cord-296739-ujsqshjg 11 20 is be VBZ cord-296739-ujsqshjg 11 21 the the DT cord-296739-ujsqshjg 11 22 percentage percentage NN cord-296739-ujsqshjg 11 23 of of IN cord-296739-ujsqshjg 11 24 patients patient NNS cord-296739-ujsqshjg 11 25 previously previously RB cord-296739-ujsqshjg 11 26 undergoing undergo VBG cord-296739-ujsqshjg 11 27 the the DT cord-296739-ujsqshjg 11 28 same same JJ cord-296739-ujsqshjg 11 29 category category NN cord-296739-ujsqshjg 11 30 of of IN cord-296739-ujsqshjg 11 31 procedure procedure NN cord-296739-ujsqshjg 11 32 as as IN cord-296739-ujsqshjg 11 33 that that DT cord-296739-ujsqshjg 11 34 scheduled schedule VBD cord-296739-ujsqshjg 11 35 whose whose WP$ cord-296739-ujsqshjg 11 36 LOS LOS NNP cord-296739-ujsqshjg 11 37 was be VBD cord-296739-ujsqshjg 11 38 zero zero CD cord-296739-ujsqshjg 11 39 or or CC cord-296739-ujsqshjg 11 40 one one CD cord-296739-ujsqshjg 11 41 day day NN cord-296739-ujsqshjg 11 42 . . . cord-296739-ujsqshjg 12 1 We -PRON- PRP cord-296739-ujsqshjg 12 2 evaluated evaluate VBD cord-296739-ujsqshjg 12 3 how how WRB cord-296739-ujsqshjg 12 4 to to TO cord-296739-ujsqshjg 12 5 forecast forecast VB cord-296739-ujsqshjg 12 6 each each DT cord-296739-ujsqshjg 12 7 hospital hospital NN cord-296739-ujsqshjg 12 8 's 's POS cord-296739-ujsqshjg 12 9 percentage percentage NN cord-296739-ujsqshjg 12 10 of of IN cord-296739-ujsqshjg 12 11 cases case NNS cord-296739-ujsqshjg 12 12 with with IN cord-296739-ujsqshjg 12 13 LOS LOS NNP cord-296739-ujsqshjg 12 14 of of IN cord-296739-ujsqshjg 12 15 < < NNP cord-296739-ujsqshjg 12 16 2 2 CD cord-296739-ujsqshjg 12 17 days day NNS cord-296739-ujsqshjg 12 18 , , , cord-296739-ujsqshjg 12 19 segmented segment VBN cord-296739-ujsqshjg 12 20 by by IN cord-296739-ujsqshjg 12 21 category category NN cord-296739-ujsqshjg 12 22 of of IN cord-296739-ujsqshjg 12 23 surgical surgical JJ cord-296739-ujsqshjg 12 24 procedure procedure NN cord-296739-ujsqshjg 12 25 . . . cord-296739-ujsqshjg 13 1 The the DT cord-296739-ujsqshjg 13 2 large large JJ cord-296739-ujsqshjg 13 3 teaching teaching NN cord-296739-ujsqshjg 13 4 hospital hospital NN cord-296739-ujsqshjg 13 5 studied study VBD cord-296739-ujsqshjg 13 6 included include VBD cord-296739-ujsqshjg 13 7 several several JJ cord-296739-ujsqshjg 13 8 inpatient inpatient JJ cord-296739-ujsqshjg 13 9 adult adult NN cord-296739-ujsqshjg 13 10 surgical surgical JJ cord-296739-ujsqshjg 13 11 suites suite NNS cord-296739-ujsqshjg 13 12 , , , cord-296739-ujsqshjg 13 13 an an DT cord-296739-ujsqshjg 13 14 ambulatory ambulatory JJ cord-296739-ujsqshjg 13 15 surgery surgery NN cord-296739-ujsqshjg 13 16 center center NN cord-296739-ujsqshjg 13 17 , , , cord-296739-ujsqshjg 13 18 and and CC cord-296739-ujsqshjg 13 19 a a DT cord-296739-ujsqshjg 13 20 pediatric pediatric JJ cord-296739-ujsqshjg 13 21 surgical surgical JJ cord-296739-ujsqshjg 13 22 suite suite NN cord-296739-ujsqshjg 13 23 . . . cord-296739-ujsqshjg 14 1 We -PRON- PRP cord-296739-ujsqshjg 14 2 included include VBD cord-296739-ujsqshjg 14 3 98,540 98,540 CD cord-296739-ujsqshjg 14 4 cases case NNS cord-296739-ujsqshjg 14 5 in in IN cord-296739-ujsqshjg 14 6 a a DT cord-296739-ujsqshjg 14 7 training training NN cord-296739-ujsqshjg 14 8 dataset dataset NN cord-296739-ujsqshjg 14 9 to to TO cord-296739-ujsqshjg 14 10 predict predict VB cord-296739-ujsqshjg 14 11 24,338 24,338 CD cord-296739-ujsqshjg 14 12 cases case NNS cord-296739-ujsqshjg 14 13 in in IN cord-296739-ujsqshjg 14 14 a a DT cord-296739-ujsqshjg 14 15 test test NN cord-296739-ujsqshjg 14 16 dataset dataset NN cord-296739-ujsqshjg 14 17 . . . cord-296739-ujsqshjg 15 1 For for IN cord-296739-ujsqshjg 15 2 each each DT cord-296739-ujsqshjg 15 3 category category NN cord-296739-ujsqshjg 15 4 of of IN cord-296739-ujsqshjg 15 5 procedure procedure NN cord-296739-ujsqshjg 15 6 , , , cord-296739-ujsqshjg 15 7 we -PRON- PRP cord-296739-ujsqshjg 15 8 calculated calculate VBD cord-296739-ujsqshjg 15 9 the the DT cord-296739-ujsqshjg 15 10 cumulative cumulative JJ cord-296739-ujsqshjg 15 11 count count NN cord-296739-ujsqshjg 15 12 of of IN cord-296739-ujsqshjg 15 13 cases case NNS cord-296739-ujsqshjg 15 14 among among IN cord-296739-ujsqshjg 15 15 quarters quarter NNS cord-296739-ujsqshjg 15 16 , , , cord-296739-ujsqshjg 15 17 from from IN cord-296739-ujsqshjg 15 18 the the DT cord-296739-ujsqshjg 15 19 most most RBS cord-296739-ujsqshjg 15 20 recent recent JJ cord-296739-ujsqshjg 15 21 quarter quarter NN cord-296739-ujsqshjg 15 22 , , , cord-296739-ujsqshjg 15 23 second second RB cord-296739-ujsqshjg 15 24 most most RBS cord-296739-ujsqshjg 15 25 recent recent JJ cord-296739-ujsqshjg 15 26 quarter quarter NN cord-296739-ujsqshjg 15 27 , , , cord-296739-ujsqshjg 15 28 and and CC cord-296739-ujsqshjg 15 29 so so RB cord-296739-ujsqshjg 15 30 forth forth RB cord-296739-ujsqshjg 15 31 up up IN cord-296739-ujsqshjg 15 32 to to IN cord-296739-ujsqshjg 15 33 the the DT cord-296739-ujsqshjg 15 34 quarter quarter NN cord-296739-ujsqshjg 15 35 resulting result VBG cord-296739-ujsqshjg 15 36 in in IN cord-296739-ujsqshjg 15 37 at at RB cord-296739-ujsqshjg 15 38 least least RBS cord-296739-ujsqshjg 15 39 800 800 CD cord-296739-ujsqshjg 15 40 cases case NNS cord-296739-ujsqshjg 15 41 . . . cord-296739-ujsqshjg 16 1 If if IN cord-296739-ujsqshjg 16 2 every every DT cord-296739-ujsqshjg 16 3 quarter quarter NN cord-296739-ujsqshjg 16 4 combined combine VBN cord-296739-ujsqshjg 16 5 had have VBD cord-296739-ujsqshjg 16 6 fewer few JJR cord-296739-ujsqshjg 16 7 than than IN cord-296739-ujsqshjg 16 8 800 800 CD cord-296739-ujsqshjg 16 9 cases case NNS cord-296739-ujsqshjg 16 10 for for IN cord-296739-ujsqshjg 16 11 a a DT cord-296739-ujsqshjg 16 12 given give VBN cord-296739-ujsqshjg 16 13 category category NN cord-296739-ujsqshjg 16 14 of of IN cord-296739-ujsqshjg 16 15 procedure procedure NN cord-296739-ujsqshjg 16 16 , , , cord-296739-ujsqshjg 16 17 we -PRON- PRP cord-296739-ujsqshjg 16 18 included include VBD cord-296739-ujsqshjg 16 19 all all DT cord-296739-ujsqshjg 16 20 cases case NNS cord-296739-ujsqshjg 16 21 for for IN cord-296739-ujsqshjg 16 22 that that DT cord-296739-ujsqshjg 16 23 category category NN cord-296739-ujsqshjg 16 24 . . . cord-296739-ujsqshjg 17 1 For for IN cord-296739-ujsqshjg 17 2 each each DT cord-296739-ujsqshjg 17 3 combination combination NN cord-296739-ujsqshjg 17 4 of of IN cord-296739-ujsqshjg 17 5 category category NN cord-296739-ujsqshjg 17 6 and and CC cord-296739-ujsqshjg 17 7 quarter quarter NN cord-296739-ujsqshjg 17 8 , , , cord-296739-ujsqshjg 17 9 we -PRON- PRP cord-296739-ujsqshjg 17 10 used use VBD cord-296739-ujsqshjg 17 11 the the DT cord-296739-ujsqshjg 17 12 cumulative cumulative JJ cord-296739-ujsqshjg 17 13 counts count NNS cord-296739-ujsqshjg 17 14 of of IN cord-296739-ujsqshjg 17 15 cases case NNS cord-296739-ujsqshjg 17 16 and and CC cord-296739-ujsqshjg 17 17 cases case NNS cord-296739-ujsqshjg 17 18 with with IN cord-296739-ujsqshjg 17 19 LOS LOS NNP cord-296739-ujsqshjg 17 20 of of IN cord-296739-ujsqshjg 17 21 < < NNP cord-296739-ujsqshjg 17 22 2 2 CD cord-296739-ujsqshjg 17 23 days day NNS cord-296739-ujsqshjg 17 24 , , , cord-296739-ujsqshjg 17 25 excluding exclude VBG cord-296739-ujsqshjg 17 26 the the DT cord-296739-ujsqshjg 17 27 current current JJ cord-296739-ujsqshjg 17 28 quarter quarter NN cord-296739-ujsqshjg 17 29 . . . cord-296739-ujsqshjg 18 1 Then then RB cord-296739-ujsqshjg 18 2 , , , cord-296739-ujsqshjg 18 3 for for IN cord-296739-ujsqshjg 18 4 each each DT cord-296739-ujsqshjg 18 5 category category NN cord-296739-ujsqshjg 18 6 of of IN cord-296739-ujsqshjg 18 7 procedure procedure NN cord-296739-ujsqshjg 18 8 , , , cord-296739-ujsqshjg 18 9 and and CC cord-296739-ujsqshjg 18 10 for for IN cord-296739-ujsqshjg 18 11 each each DT cord-296739-ujsqshjg 18 12 of of IN cord-296739-ujsqshjg 18 13 the the DT cord-296739-ujsqshjg 18 14 preceding precede VBG cord-296739-ujsqshjg 18 15 quarters quarter NNS cord-296739-ujsqshjg 18 16 included include VBN cord-296739-ujsqshjg 18 17 for for IN cord-296739-ujsqshjg 18 18 the the DT cord-296739-ujsqshjg 18 19 category category NN cord-296739-ujsqshjg 18 20 , , , cord-296739-ujsqshjg 18 21 we -PRON- PRP cord-296739-ujsqshjg 18 22 used use VBD cord-296739-ujsqshjg 18 23 the the DT cord-296739-ujsqshjg 18 24 cumulative cumulative JJ cord-296739-ujsqshjg 18 25 counts count NNS cord-296739-ujsqshjg 18 26 to to TO cord-296739-ujsqshjg 18 27 calculate calculate VB cord-296739-ujsqshjg 18 28 the the DT cord-296739-ujsqshjg 18 29 asymptotic asymptotic JJ cord-296739-ujsqshjg 18 30 standard standard NN cord-296739-ujsqshjg 18 31 error error NN cord-296739-ujsqshjg 18 32 ( ( -LRB- cord-296739-ujsqshjg 18 33 SE SE NNP cord-296739-ujsqshjg 18 34 ) ) -RRB- cord-296739-ujsqshjg 18 35 for for IN cord-296739-ujsqshjg 18 36 the the DT cord-296739-ujsqshjg 18 37 proportion proportion NN cord-296739-ujsqshjg 18 38 of of IN cord-296739-ujsqshjg 18 39 cases case NNS cord-296739-ujsqshjg 18 40 with with IN cord-296739-ujsqshjg 18 41 LOS LOS NNP cord-296739-ujsqshjg 18 42 of of IN cord-296739-ujsqshjg 18 43 < < NNP cord-296739-ujsqshjg 18 44 2 2 CD cord-296739-ujsqshjg 18 45 days day NNS cord-296739-ujsqshjg 18 46 . . . cord-296739-ujsqshjg 19 1 If if IN cord-296739-ujsqshjg 19 2 all all DT cord-296739-ujsqshjg 19 3 preceding precede VBG cord-296739-ujsqshjg 19 4 quarters quarter NNS cord-296739-ujsqshjg 19 5 combined combine VBN cord-296739-ujsqshjg 19 6 provided provide VBD cord-296739-ujsqshjg 19 7 a a DT cord-296739-ujsqshjg 19 8 sample sample NN cord-296739-ujsqshjg 19 9 size size NN cord-296739-ujsqshjg 19 10 such such JJ cord-296739-ujsqshjg 19 11 that that IN cord-296739-ujsqshjg 19 12 the the DT cord-296739-ujsqshjg 19 13 estimated estimate VBN cord-296739-ujsqshjg 19 14 SE SE NNP cord-296739-ujsqshjg 19 15 for for IN cord-296739-ujsqshjg 19 16 the the DT cord-296739-ujsqshjg 19 17 proportion proportion NN cord-296739-ujsqshjg 19 18 exceeded exceed VBD cord-296739-ujsqshjg 19 19 1.25 1.25 CD cord-296739-ujsqshjg 19 20 % % NN cord-296739-ujsqshjg 19 21 , , , cord-296739-ujsqshjg 19 22 we -PRON- PRP cord-296739-ujsqshjg 19 23 included include VBD cord-296739-ujsqshjg 19 24 all all DT cord-296739-ujsqshjg 19 25 preceding precede VBG cord-296739-ujsqshjg 19 26 quarters quarter NNS cord-296739-ujsqshjg 19 27 . . . cord-296739-ujsqshjg 20 1 The the DT cord-296739-ujsqshjg 20 2 observed observed JJ cord-296739-ujsqshjg 20 3 absolute absolute JJ cord-296739-ujsqshjg 20 4 percentage percentage NN cord-296739-ujsqshjg 20 5 error error NN cord-296739-ujsqshjg 20 6 was be VBD cord-296739-ujsqshjg 20 7 0.76 0.76 CD cord-296739-ujsqshjg 20 8 % % NN cord-296739-ujsqshjg 20 9 ( ( -LRB- cord-296739-ujsqshjg 20 10 SE SE NNP cord-296739-ujsqshjg 20 11 : : : cord-296739-ujsqshjg 20 12 0.12 0.12 CD cord-296739-ujsqshjg 20 13 % % NN cord-296739-ujsqshjg 20 14 ) ) -RRB- cord-296739-ujsqshjg 20 15 . . . cord-296739-ujsqshjg 21 1 This this DT cord-296739-ujsqshjg 21 2 error error NN cord-296739-ujsqshjg 21 3 was be VBD cord-296739-ujsqshjg 21 4 nearly nearly RB cord-296739-ujsqshjg 21 5 100-fold 100-fold CD cord-296739-ujsqshjg 21 6 smaller small JJR cord-296739-ujsqshjg 21 7 than than IN cord-296739-ujsqshjg 21 8 the the DT cord-296739-ujsqshjg 21 9 percentage percentage NN cord-296739-ujsqshjg 21 10 of of IN cord-296739-ujsqshjg 21 11 cases case NNS cord-296739-ujsqshjg 21 12 to to TO cord-296739-ujsqshjg 21 13 which which WDT cord-296739-ujsqshjg 21 14 it -PRON- PRP cord-296739-ujsqshjg 21 15 would would MD cord-296739-ujsqshjg 21 16 be be VB cord-296739-ujsqshjg 21 17 used use VBN cord-296739-ujsqshjg 21 18 ( ( -LRB- cord-296739-ujsqshjg 21 19 i.e. i.e. FW cord-296739-ujsqshjg 21 20 , , , cord-296739-ujsqshjg 21 21 0.76 0.76 CD cord-296739-ujsqshjg 21 22 % % NN cord-296739-ujsqshjg 21 23 versus versus IN cord-296739-ujsqshjg 21 24 73.1 73.1 CD cord-296739-ujsqshjg 21 25 % % NN cord-296739-ujsqshjg 21 26 with with IN cord-296739-ujsqshjg 21 27 LOS LOS NNP cord-296739-ujsqshjg 21 28 of of IN cord-296739-ujsqshjg 21 29 < < NNP cord-296739-ujsqshjg 21 30 2 2 CD cord-296739-ujsqshjg 21 31 days day NNS cord-296739-ujsqshjg 21 32 ) ) -RRB- cord-296739-ujsqshjg 21 33 . . . cord-296739-ujsqshjg 22 1 The the DT cord-296739-ujsqshjg 22 2 principal principal JJ cord-296739-ujsqshjg 22 3 weakness weakness NN cord-296739-ujsqshjg 22 4 of of IN cord-296739-ujsqshjg 22 5 the the DT cord-296739-ujsqshjg 22 6 forecasting forecasting NN cord-296739-ujsqshjg 22 7 methodology methodology NN cord-296739-ujsqshjg 22 8 was be VBD cord-296739-ujsqshjg 22 9 a a DT cord-296739-ujsqshjg 22 10 small small JJ cord-296739-ujsqshjg 22 11 bias bias NN cord-296739-ujsqshjg 22 12 caused cause VBN cord-296739-ujsqshjg 22 13 by by IN cord-296739-ujsqshjg 22 14 a a DT cord-296739-ujsqshjg 22 15 progressive progressive JJ cord-296739-ujsqshjg 22 16 reduction reduction NN cord-296739-ujsqshjg 22 17 in in IN cord-296739-ujsqshjg 22 18 the the DT cord-296739-ujsqshjg 22 19 overall overall JJ cord-296739-ujsqshjg 22 20 LOS LOS NNP cord-296739-ujsqshjg 22 21 over over IN cord-296739-ujsqshjg 22 22 time time NN cord-296739-ujsqshjg 22 23 . . . cord-296739-ujsqshjg 23 1 However however RB cord-296739-ujsqshjg 23 2 , , , cord-296739-ujsqshjg 23 3 this this DT cord-296739-ujsqshjg 23 4 bias bias NN cord-296739-ujsqshjg 23 5 is be VBZ cord-296739-ujsqshjg 23 6 unlikely unlikely JJ cord-296739-ujsqshjg 23 7 to to TO cord-296739-ujsqshjg 23 8 be be VB cord-296739-ujsqshjg 23 9 important important JJ cord-296739-ujsqshjg 23 10 for for IN cord-296739-ujsqshjg 23 11 predicting predict VBG cord-296739-ujsqshjg 23 12 cases case NNS cord-296739-ujsqshjg 23 13 ’ ' '' cord-296739-ujsqshjg 23 14 LOS LOS NNP cord-296739-ujsqshjg 23 15 when when WRB cord-296739-ujsqshjg 23 16 the the DT cord-296739-ujsqshjg 23 17 hospital hospital NN cord-296739-ujsqshjg 23 18 census census NN cord-296739-ujsqshjg 23 19 is be VBZ cord-296739-ujsqshjg 23 20 high high JJ cord-296739-ujsqshjg 23 21 . . . cord-296739-ujsqshjg 24 1 When when WRB cord-296739-ujsqshjg 24 2 performing perform VBG cord-296739-ujsqshjg 24 3 these these DT cord-296739-ujsqshjg 24 4 time time NN cord-296739-ujsqshjg 24 5 series series NNP cord-296739-ujsqshjg 24 6 calculations calculation NNS cord-296739-ujsqshjg 24 7 quarterly quarterly RB cord-296739-ujsqshjg 24 8 , , , cord-296739-ujsqshjg 24 9 a a DT cord-296739-ujsqshjg 24 10 reasonable reasonable JJ cord-296739-ujsqshjg 24 11 approach approach NN cord-296739-ujsqshjg 24 12 is be VBZ cord-296739-ujsqshjg 24 13 to to TO cord-296739-ujsqshjg 24 14 perform perform VB cord-296739-ujsqshjg 24 15 calculations calculation NNS cord-296739-ujsqshjg 24 16 of of IN cord-296739-ujsqshjg 24 17 both both DT cord-296739-ujsqshjg 24 18 case case NN cord-296739-ujsqshjg 24 19 counts count VBZ cord-296739-ujsqshjg 24 20 and and CC cord-296739-ujsqshjg 24 21 SEs se NNS cord-296739-ujsqshjg 24 22 for for IN cord-296739-ujsqshjg 24 23 each each DT cord-296739-ujsqshjg 24 24 category category NN cord-296739-ujsqshjg 24 25 of of IN cord-296739-ujsqshjg 24 26 procedure procedure NN cord-296739-ujsqshjg 24 27 . . . cord-296739-ujsqshjg 25 1 We -PRON- PRP cord-296739-ujsqshjg 25 2 recommend recommend VBP cord-296739-ujsqshjg 25 3 using use VBG cord-296739-ujsqshjg 25 4 the the DT cord-296739-ujsqshjg 25 5 fewest few JJS cord-296739-ujsqshjg 25 6 historical historical JJ cord-296739-ujsqshjg 25 7 quarters quarter NNS cord-296739-ujsqshjg 25 8 , , , cord-296739-ujsqshjg 25 9 starting start VBG cord-296739-ujsqshjg 25 10 with with IN cord-296739-ujsqshjg 25 11 the the DT cord-296739-ujsqshjg 25 12 most most RBS cord-296739-ujsqshjg 25 13 recent recent JJ cord-296739-ujsqshjg 25 14 quarter quarter NN cord-296739-ujsqshjg 25 15 , , , cord-296739-ujsqshjg 25 16 either either CC cord-296739-ujsqshjg 25 17 with with IN cord-296739-ujsqshjg 25 18 at at RB cord-296739-ujsqshjg 25 19 least least RBS cord-296739-ujsqshjg 25 20 800 800 CD cord-296739-ujsqshjg 25 21 cases case NNS cord-296739-ujsqshjg 25 22 or or CC cord-296739-ujsqshjg 25 23 an an DT cord-296739-ujsqshjg 25 24 estimated estimated JJ cord-296739-ujsqshjg 25 25 asymptotic asymptotic JJ cord-296739-ujsqshjg 25 26 SE se NN cord-296739-ujsqshjg 25 27 for for IN cord-296739-ujsqshjg 25 28 the the DT cord-296739-ujsqshjg 25 29 estimated estimate VBN cord-296739-ujsqshjg 25 30 percentage percentage NN cord-296739-ujsqshjg 25 31 no no DT cord-296739-ujsqshjg 25 32 greater great JJR cord-296739-ujsqshjg 25 33 than than IN cord-296739-ujsqshjg 25 34 1.25 1.25 CD cord-296739-ujsqshjg 25 35 % % NN cord-296739-ujsqshjg 25 36 . . . cord-296739-ujsqshjg 26 1 Applying apply VBG cord-296739-ujsqshjg 26 2 our -PRON- PRP$ cord-296739-ujsqshjg 26 3 methodology methodology NN cord-296739-ujsqshjg 26 4 with with IN cord-296739-ujsqshjg 26 5 local local JJ cord-296739-ujsqshjg 26 6 LOS LOS NNP cord-296739-ujsqshjg 26 7 data datum NNS cord-296739-ujsqshjg 26 8 will will MD cord-296739-ujsqshjg 26 9 allow allow VB cord-296739-ujsqshjg 26 10 OR OR NNP cord-296739-ujsqshjg 26 11 managers manager NNS cord-296739-ujsqshjg 26 12 to to TO cord-296739-ujsqshjg 26 13 estimate estimate VB cord-296739-ujsqshjg 26 14 the the DT cord-296739-ujsqshjg 26 15 number number NN cord-296739-ujsqshjg 26 16 of of IN cord-296739-ujsqshjg 26 17 patients patient NNS cord-296739-ujsqshjg 26 18 on on IN cord-296739-ujsqshjg 26 19 the the DT cord-296739-ujsqshjg 26 20 elective elective JJ cord-296739-ujsqshjg 26 21 OR or CC cord-296739-ujsqshjg 26 22 schedule schedule NN cord-296739-ujsqshjg 26 23 each each DT cord-296739-ujsqshjg 26 24 day day NN cord-296739-ujsqshjg 26 25 who who WP cord-296739-ujsqshjg 26 26 will will MD cord-296739-ujsqshjg 26 27 be be VB cord-296739-ujsqshjg 26 28 hospitalized hospitalize VBN cord-296739-ujsqshjg 26 29 for for IN cord-296739-ujsqshjg 26 30 longer long JJR cord-296739-ujsqshjg 26 31 than than IN cord-296739-ujsqshjg 26 32 overnight overnight RB cord-296739-ujsqshjg 26 33 , , , cord-296739-ujsqshjg 26 34 facilitating facilitate VBG cord-296739-ujsqshjg 26 35 communication communication NN cord-296739-ujsqshjg 26 36 and and CC cord-296739-ujsqshjg 26 37 decision decision NN cord-296739-ujsqshjg 26 38 - - HYPH cord-296739-ujsqshjg 26 39 making making NN cord-296739-ujsqshjg 26 40 with with IN cord-296739-ujsqshjg 26 41 surgical surgical JJ cord-296739-ujsqshjg 26 42 departments department NNS cord-296739-ujsqshjg 26 43 when when WRB cord-296739-ujsqshjg 26 44 census census NN cord-296739-ujsqshjg 26 45 considerations consideration NNS cord-296739-ujsqshjg 26 46 constrain constrain VBP cord-296739-ujsqshjg 26 47 the the DT cord-296739-ujsqshjg 26 48 ability ability NN cord-296739-ujsqshjg 26 49 to to TO cord-296739-ujsqshjg 26 50 run run VB cord-296739-ujsqshjg 26 51 a a DT cord-296739-ujsqshjg 26 52 full full JJ cord-296739-ujsqshjg 26 53 surgical surgical JJ cord-296739-ujsqshjg 26 54 schedule schedule NN cord-296739-ujsqshjg 26 55 . . . cord-296739-ujsqshjg 27 1 In in IN cord-296739-ujsqshjg 27 2 scenarios scenario NNS cord-296739-ujsqshjg 27 3 where where WRB cord-296739-ujsqshjg 27 4 hospital hospital NN cord-296739-ujsqshjg 27 5 census census NN cord-296739-ujsqshjg 27 6 is be VBZ cord-296739-ujsqshjg 27 7 high high JJ cord-296739-ujsqshjg 27 8 , , , cord-296739-ujsqshjg 27 9 perioperative perioperative JJ cord-296739-ujsqshjg 27 10 medical medical JJ cord-296739-ujsqshjg 27 11 directors director NNS cord-296739-ujsqshjg 27 12 or or CC cord-296739-ujsqshjg 27 13 operating operating NN cord-296739-ujsqshjg 27 14 room room NN cord-296739-ujsqshjg 27 15 ( ( -LRB- cord-296739-ujsqshjg 27 16 OR OR NNP cord-296739-ujsqshjg 27 17 ) ) -RRB- cord-296739-ujsqshjg 27 18 managers manager NNS cord-296739-ujsqshjg 27 19 may may MD cord-296739-ujsqshjg 27 20 sometimes sometimes RB cord-296739-ujsqshjg 27 21 need need VB cord-296739-ujsqshjg 27 22 to to TO cord-296739-ujsqshjg 27 23 review review VB cord-296739-ujsqshjg 27 24 with with IN cord-296739-ujsqshjg 27 25 surgical surgical JJ cord-296739-ujsqshjg 27 26 departments department NNS cord-296739-ujsqshjg 27 27 as as IN cord-296739-ujsqshjg 27 28 to to IN cord-296739-ujsqshjg 27 29 which which WDT cord-296739-ujsqshjg 27 30 surgical surgical JJ cord-296739-ujsqshjg 27 31 cases case NNS cord-296739-ujsqshjg 27 32 scheduled schedule VBN cord-296739-ujsqshjg 27 33 to to TO cord-296739-ujsqshjg 27 34 be be VB cord-296739-ujsqshjg 27 35 performed perform VBN cord-296739-ujsqshjg 27 36 within within IN cord-296739-ujsqshjg 27 37 the the DT cord-296739-ujsqshjg 27 38 next next JJ cord-296739-ujsqshjg 27 39 three three CD cord-296739-ujsqshjg 27 40 days day NNS cord-296739-ujsqshjg 27 41 may may MD cord-296739-ujsqshjg 27 42 need need VB cord-296739-ujsqshjg 27 43 to to TO cord-296739-ujsqshjg 27 44 be be VB cord-296739-ujsqshjg 27 45 postponed postpone VBN cord-296739-ujsqshjg 27 46 , , , cord-296739-ujsqshjg 27 47 if if IN cord-296739-ujsqshjg 27 48 clinically clinically RB cord-296739-ujsqshjg 27 49 appropriate appropriate JJ cord-296739-ujsqshjg 27 50 . . . cord-296739-ujsqshjg 28 1 This this DT cord-296739-ujsqshjg 28 2 scenario scenario NN cord-296739-ujsqshjg 28 3 has have VBZ cord-296739-ujsqshjg 28 4 arisen arise VBN cord-296739-ujsqshjg 28 5 at at IN cord-296739-ujsqshjg 28 6 hospitals hospital NNS cord-296739-ujsqshjg 28 7 in in IN cord-296739-ujsqshjg 28 8 regions region NNS cord-296739-ujsqshjg 28 9 with with IN cord-296739-ujsqshjg 28 10 large large JJ cord-296739-ujsqshjg 28 11 increases increase NNS cord-296739-ujsqshjg 28 12 in in IN cord-296739-ujsqshjg 28 13 admissions admission NNS cord-296739-ujsqshjg 28 14 due due JJ cord-296739-ujsqshjg 28 15 to to IN cord-296739-ujsqshjg 28 16 coronavirus coronavirus NN cord-296739-ujsqshjg 28 17 disease disease NN cord-296739-ujsqshjg 28 18 2019 2019 CD cord-296739-ujsqshjg 28 19 ( ( -LRB- cord-296739-ujsqshjg 28 20 COVID-19 COVID-19 NNP cord-296739-ujsqshjg 28 21 ) ) -RRB- cord-296739-ujsqshjg 28 22 and and CC cord-296739-ujsqshjg 28 23 hospital hospital NN cord-296739-ujsqshjg 28 24 administrative administrative JJ cord-296739-ujsqshjg 28 25 or or CC cord-296739-ujsqshjg 28 26 governmental governmental JJ cord-296739-ujsqshjg 28 27 mandates mandate NNS cord-296739-ujsqshjg 28 28 to to TO cord-296739-ujsqshjg 28 29 reserve reserve VB cord-296739-ujsqshjg 28 30 available available JJ cord-296739-ujsqshjg 28 31 beds bed NNS cord-296739-ujsqshjg 28 32 for for IN cord-296739-ujsqshjg 28 33 such such JJ cord-296739-ujsqshjg 28 34 patients patient NNS cord-296739-ujsqshjg 28 35 . . . cord-296739-ujsqshjg 29 1 Previously previously RB cord-296739-ujsqshjg 29 2 , , , cord-296739-ujsqshjg 29 3 we -PRON- PRP cord-296739-ujsqshjg 29 4 examined examine VBD cord-296739-ujsqshjg 29 5 summary summary NN cord-296739-ujsqshjg 29 6 measures measure NNS cord-296739-ujsqshjg 29 7 for for IN cord-296739-ujsqshjg 29 8 hospital hospital NN cord-296739-ujsqshjg 29 9 length length NN cord-296739-ujsqshjg 29 10 of of IN cord-296739-ujsqshjg 29 11 stay stay NN cord-296739-ujsqshjg 29 12 ( ( -LRB- cord-296739-ujsqshjg 29 13 LOS LOS NNP cord-296739-ujsqshjg 29 14 ) ) -RRB- cord-296739-ujsqshjg 29 15 , , , cord-296739-ujsqshjg 29 16 as as IN cord-296739-ujsqshjg 29 17 could could MD cord-296739-ujsqshjg 29 18 be be VB cord-296739-ujsqshjg 29 19 used use VBN cord-296739-ujsqshjg 29 20 to to TO cord-296739-ujsqshjg 29 21 guide guide VB cord-296739-ujsqshjg 29 22 the the DT cord-296739-ujsqshjg 29 23 OR or JJ cord-296739-ujsqshjg 29 24 manager manager NN cord-296739-ujsqshjg 29 25 when when WRB cord-296739-ujsqshjg 29 26 deciding decide VBG cord-296739-ujsqshjg 29 27 which which WDT cord-296739-ujsqshjg 29 28 cases case NNS cord-296739-ujsqshjg 29 29 may may MD cord-296739-ujsqshjg 29 30 need need VB cord-296739-ujsqshjg 29 31 to to TO cord-296739-ujsqshjg 29 32 be be VB cord-296739-ujsqshjg 29 33 postponed postpone VBN cord-296739-ujsqshjg 29 34 [ [ -LRB- cord-296739-ujsqshjg 29 35 1 1 CD cord-296739-ujsqshjg 29 36 , , , cord-296739-ujsqshjg 29 37 2 2 CD cord-296739-ujsqshjg 29 38 ] ] -RRB- cord-296739-ujsqshjg 29 39 . . . cord-296739-ujsqshjg 30 1 Distributions distribution NNS cord-296739-ujsqshjg 30 2 of of IN cord-296739-ujsqshjg 30 3 LOS LOS NNP cord-296739-ujsqshjg 30 4 are be VBP cord-296739-ujsqshjg 30 5 highly highly RB cord-296739-ujsqshjg 30 6 skewed skewed JJ cord-296739-ujsqshjg 30 7 , , , cord-296739-ujsqshjg 30 8 complicating complicate VBG cord-296739-ujsqshjg 30 9 the the DT cord-296739-ujsqshjg 30 10 decision decision NN cord-296739-ujsqshjg 30 11 - - HYPH cord-296739-ujsqshjg 30 12 making make VBG cord-296739-ujsqshjg 30 13 process process NN cord-296739-ujsqshjg 30 14 . . . cord-296739-ujsqshjg 31 1 We -PRON- PRP cord-296739-ujsqshjg 31 2 used use VBD cord-296739-ujsqshjg 31 3 data datum NNS cord-296739-ujsqshjg 31 4 from from IN cord-296739-ujsqshjg 31 5 all all DT cord-296739-ujsqshjg 31 6 hospitals hospital NNS cord-296739-ujsqshjg 31 7 and and CC cord-296739-ujsqshjg 31 8 ambulatory ambulatory JJ cord-296739-ujsqshjg 31 9 surgery surgery NN cord-296739-ujsqshjg 31 10 centers center NNS cord-296739-ujsqshjg 31 11 in in IN cord-296739-ujsqshjg 31 12 Florida Florida NNP cord-296739-ujsqshjg 31 13 to to TO cord-296739-ujsqshjg 31 14 study study VB cord-296739-ujsqshjg 31 15 all all DT cord-296739-ujsqshjg 31 16 surgical surgical JJ cord-296739-ujsqshjg 31 17 cases case NNS cord-296739-ujsqshjg 31 18 that that WDT cord-296739-ujsqshjg 31 19 included include VBD cord-296739-ujsqshjg 31 20 at at IN cord-296739-ujsqshjg 31 21 least least RBS cord-296739-ujsqshjg 31 22 one one CD cord-296739-ujsqshjg 31 23 major major JJ cord-296739-ujsqshjg 31 24 therapeutic therapeutic JJ cord-296739-ujsqshjg 31 25 procedure procedure NN cord-296739-ujsqshjg 31 26 , , , cord-296739-ujsqshjg 31 27 with with IN cord-296739-ujsqshjg 31 28 procedures procedure NNS cord-296739-ujsqshjg 31 29 classified classify VBN cord-296739-ujsqshjg 31 30 using use VBG cord-296739-ujsqshjg 31 31 Clinical Clinical NNP cord-296739-ujsqshjg 31 32 Classifications Classifications NNPS cord-296739-ujsqshjg 31 33 Software Software NNP cord-296739-ujsqshjg 31 34 ( ( -LRB- cord-296739-ujsqshjg 31 35 CCS CCS NNP cord-296739-ujsqshjg 31 36 ) ) -RRB- cord-296739-ujsqshjg 31 37 from from IN cord-296739-ujsqshjg 31 38 the the DT cord-296739-ujsqshjg 31 39 Agency Agency NNP cord-296739-ujsqshjg 31 40 for for IN cord-296739-ujsqshjg 31 41 Healthcare Healthcare NNP cord-296739-ujsqshjg 31 42 Research Research NNP cord-296739-ujsqshjg 31 43 and and CC cord-296739-ujsqshjg 31 44 Quality Quality NNP cord-296739-ujsqshjg 31 45 ( ( -LRB- cord-296739-ujsqshjg 31 46 AHRQ AHRQ NNP cord-296739-ujsqshjg 31 47 ) ) -RRB- cord-296739-ujsqshjg 31 48 [ [ -LRB- cord-296739-ujsqshjg 31 49 3 3 CD cord-296739-ujsqshjg 31 50 , , , cord-296739-ujsqshjg 31 51 4 4 CD cord-296739-ujsqshjg 31 52 ] ] -RRB- cord-296739-ujsqshjg 31 53 . . . cord-296739-ujsqshjg 32 1 The the DT cord-296739-ujsqshjg 32 2 first first JJ cord-296739-ujsqshjg 32 3 summary summary NN cord-296739-ujsqshjg 32 4 measure measure NN cord-296739-ujsqshjg 32 5 compared compare VBN cord-296739-ujsqshjg 32 6 was be VBD cord-296739-ujsqshjg 32 7 the the DT cord-296739-ujsqshjg 32 8 percentage percentage NN cord-296739-ujsqshjg 32 9 of of IN cord-296739-ujsqshjg 32 10 patients patient NNS cord-296739-ujsqshjg 32 11 previously previously RB cord-296739-ujsqshjg 32 12 undergoing undergo VBG cord-296739-ujsqshjg 32 13 the the DT cord-296739-ujsqshjg 32 14 same same JJ cord-296739-ujsqshjg 32 15 1 1 CD cord-296739-ujsqshjg 32 16 2 2 CD cord-296739-ujsqshjg 32 17 3 3 CD cord-296739-ujsqshjg 32 18 category category NN cord-296739-ujsqshjg 32 19 of of IN cord-296739-ujsqshjg 32 20 procedure procedure NN cord-296739-ujsqshjg 32 21 as as IN cord-296739-ujsqshjg 32 22 that that DT cord-296739-ujsqshjg 32 23 scheduled schedule VBN cord-296739-ujsqshjg 32 24 whose whose WP$ cord-296739-ujsqshjg 32 25 hospital hospital NN cord-296739-ujsqshjg 32 26 LOS LOS NNP cord-296739-ujsqshjg 32 27 was be VBD cord-296739-ujsqshjg 32 28 zero zero CD cord-296739-ujsqshjg 32 29 ( ( -LRB- cord-296739-ujsqshjg 32 30 i.e. i.e. FW cord-296739-ujsqshjg 32 31 , , , cord-296739-ujsqshjg 32 32 ambulatory ambulatory JJ cord-296739-ujsqshjg 32 33 surgery surgery NN cord-296739-ujsqshjg 32 34 ) ) -RRB- cord-296739-ujsqshjg 32 35 or or CC cord-296739-ujsqshjg 32 36 one one CD cord-296739-ujsqshjg 32 37 day day NN cord-296739-ujsqshjg 32 38 ( ( -LRB- cord-296739-ujsqshjg 32 39 i.e. i.e. FW cord-296739-ujsqshjg 32 40 , , , cord-296739-ujsqshjg 32 41 overnight overnight JJ cord-296739-ujsqshjg 32 42 stay stay NN cord-296739-ujsqshjg 32 43 ) ) -RRB- cord-296739-ujsqshjg 32 44 [ [ -LRB- cord-296739-ujsqshjg 32 45 1 1 CD cord-296739-ujsqshjg 32 46 , , , cord-296739-ujsqshjg 32 47 2 2 CD cord-296739-ujsqshjg 32 48 ] ] -RRB- cord-296739-ujsqshjg 32 49 . . . cord-296739-ujsqshjg 33 1 The the DT cord-296739-ujsqshjg 33 2 percentage percentage NN cord-296739-ujsqshjg 33 3 of of IN cord-296739-ujsqshjg 33 4 cases case NNS cord-296739-ujsqshjg 33 5 with with IN cord-296739-ujsqshjg 33 6 LOS LOS NNP cord-296739-ujsqshjg 33 7 of of IN cord-296739-ujsqshjg 33 8 < < NNP cord-296739-ujsqshjg 33 9 2 2 CD cord-296739-ujsqshjg 33 10 days day NNS cord-296739-ujsqshjg 33 11 , , , cord-296739-ujsqshjg 33 12 being be VBG cord-296739-ujsqshjg 33 13 a a DT cord-296739-ujsqshjg 33 14 single single JJ cord-296739-ujsqshjg 33 15 number number NN cord-296739-ujsqshjg 33 16 , , , cord-296739-ujsqshjg 33 17 is be VBZ cord-296739-ujsqshjg 33 18 simple simple JJ cord-296739-ujsqshjg 33 19 to to TO cord-296739-ujsqshjg 33 20 compute compute VB cord-296739-ujsqshjg 33 21 and and CC cord-296739-ujsqshjg 33 22 easy easy JJ cord-296739-ujsqshjg 33 23 to to TO cord-296739-ujsqshjg 33 24 understand understand VB cord-296739-ujsqshjg 33 25 . . . cord-296739-ujsqshjg 34 1 The the DT cord-296739-ujsqshjg 34 2 second second JJ cord-296739-ujsqshjg 34 3 set set NN cord-296739-ujsqshjg 34 4 of of IN cord-296739-ujsqshjg 34 5 summary summary NN cord-296739-ujsqshjg 34 6 measures measure NNS cord-296739-ujsqshjg 34 7 compared compare VBN cord-296739-ujsqshjg 34 8 were be VBD cord-296739-ujsqshjg 34 9 the the DT cord-296739-ujsqshjg 34 10 mean mean JJ cord-296739-ujsqshjg 34 11 and and CC cord-296739-ujsqshjg 34 12 standard standard JJ cord-296739-ujsqshjg 34 13 deviation deviation NN cord-296739-ujsqshjg 34 14 of of IN cord-296739-ujsqshjg 34 15 LOS LOS NNP cord-296739-ujsqshjg 34 16 for for IN cord-296739-ujsqshjg 34 17 each each DT cord-296739-ujsqshjg 34 18 category category NN cord-296739-ujsqshjg 34 19 of of IN cord-296739-ujsqshjg 34 20 procedure procedure NN cord-296739-ujsqshjg 34 21 [ [ -LRB- cord-296739-ujsqshjg 34 22 1 1 CD cord-296739-ujsqshjg 34 23 , , , cord-296739-ujsqshjg 34 24 2 2 CD cord-296739-ujsqshjg 34 25 ] ] -RRB- cord-296739-ujsqshjg 34 26 . . . cord-296739-ujsqshjg 35 1 Student student NN cord-296739-ujsqshjg 35 2 's 's POS cord-296739-ujsqshjg 35 3 t t NN cord-296739-ujsqshjg 35 4 - - HYPH cord-296739-ujsqshjg 35 5 test test NN cord-296739-ujsqshjg 35 6 with with IN cord-296739-ujsqshjg 35 7 unequal unequal JJ cord-296739-ujsqshjg 35 8 variances variance NNS cord-296739-ujsqshjg 35 9 is be VBZ cord-296739-ujsqshjg 35 10 robust robust JJ cord-296739-ujsqshjg 35 11 to to IN cord-296739-ujsqshjg 35 12 deviations deviation NNS cord-296739-ujsqshjg 35 13 from from IN cord-296739-ujsqshjg 35 14 a a DT cord-296739-ujsqshjg 35 15 normal normal JJ cord-296739-ujsqshjg 35 16 or or CC cord-296739-ujsqshjg 35 17 lognormal lognormal JJ cord-296739-ujsqshjg 35 18 distribution distribution NN cord-296739-ujsqshjg 35 19 [ [ -LRB- cord-296739-ujsqshjg 35 20 1 1 CD cord-296739-ujsqshjg 35 21 ] ] -RRB- cord-296739-ujsqshjg 35 22 . . . cord-296739-ujsqshjg 36 1 However however RB cord-296739-ujsqshjg 36 2 , , , cord-296739-ujsqshjg 36 3 for for IN cord-296739-ujsqshjg 36 4 interpreting interpret VBG cord-296739-ujsqshjg 36 5 LOS LOS NNP cord-296739-ujsqshjg 36 6 , , , cord-296739-ujsqshjg 36 7 only only RB cord-296739-ujsqshjg 36 8 considering consider VBG cord-296739-ujsqshjg 36 9 the the DT cord-296739-ujsqshjg 36 10 mean mean NN cord-296739-ujsqshjg 36 11 is be VBZ cord-296739-ujsqshjg 36 12 insufficient insufficient JJ cord-296739-ujsqshjg 36 13 because because IN cord-296739-ujsqshjg 36 14 standard standard JJ cord-296739-ujsqshjg 36 15 deviations deviation NNS cord-296739-ujsqshjg 36 16 differ differ VBP cord-296739-ujsqshjg 36 17 markedly markedly RB cord-296739-ujsqshjg 36 18 among among IN cord-296739-ujsqshjg 36 19 procedures procedure NNS cord-296739-ujsqshjg 36 20 [ [ -LRB- cord-296739-ujsqshjg 36 21 1 1 CD cord-296739-ujsqshjg 36 22 ] ] -RRB- cord-296739-ujsqshjg 36 23 . . . cord-296739-ujsqshjg 37 1 Consideration consideration NN cord-296739-ujsqshjg 37 2 of of IN cord-296739-ujsqshjg 37 3 both both CC cord-296739-ujsqshjg 37 4 the the DT cord-296739-ujsqshjg 37 5 mean mean NN cord-296739-ujsqshjg 37 6 and and CC cord-296739-ujsqshjg 37 7 the the DT cord-296739-ujsqshjg 37 8 standard standard JJ cord-296739-ujsqshjg 37 9 deviation deviation NN cord-296739-ujsqshjg 37 10 can can MD cord-296739-ujsqshjg 37 11 be be VB cord-296739-ujsqshjg 37 12 too too RB cord-296739-ujsqshjg 37 13 challenging challenging JJ cord-296739-ujsqshjg 37 14 to to TO cord-296739-ujsqshjg 37 15 be be VB cord-296739-ujsqshjg 37 16 practical practical JJ cord-296739-ujsqshjg 37 17 to to TO cord-296739-ujsqshjg 37 18 assist assist VB cord-296739-ujsqshjg 37 19 decision decision NN cord-296739-ujsqshjg 37 20 - - HYPH cord-296739-ujsqshjg 37 21 making make VBG cord-296739-ujsqshjg 37 22 related relate VBN cord-296739-ujsqshjg 37 23 to to IN cord-296739-ujsqshjg 37 24 case case NN cord-296739-ujsqshjg 37 25 postponement postponement NN cord-296739-ujsqshjg 37 26 . . . cord-296739-ujsqshjg 38 1 The the DT cord-296739-ujsqshjg 38 2 third third JJ cord-296739-ujsqshjg 38 3 measure measure NN cord-296739-ujsqshjg 38 4 compared compare VBN cord-296739-ujsqshjg 38 5 was be VBD cord-296739-ujsqshjg 38 6 the the DT cord-296739-ujsqshjg 38 7 probability probability NN cord-296739-ujsqshjg 38 8 that that IN cord-296739-ujsqshjg 38 9 a a DT cord-296739-ujsqshjg 38 10 patient patient NN cord-296739-ujsqshjg 38 11 undergoing undergo VBG cord-296739-ujsqshjg 38 12 one one CD cord-296739-ujsqshjg 38 13 category category NN cord-296739-ujsqshjg 38 14 of of IN cord-296739-ujsqshjg 38 15 procedure procedure NN cord-296739-ujsqshjg 38 16 would would MD cord-296739-ujsqshjg 38 17 have have VB cord-296739-ujsqshjg 38 18 a a DT cord-296739-ujsqshjg 38 19 smaller small JJR cord-296739-ujsqshjg 38 20 LOS LOS NNP cord-296739-ujsqshjg 38 21 than than IN cord-296739-ujsqshjg 38 22 a a DT cord-296739-ujsqshjg 38 23 patient patient NN cord-296739-ujsqshjg 38 24 undergoing undergo VBG cord-296739-ujsqshjg 38 25 another another DT cord-296739-ujsqshjg 38 26 category category NN cord-296739-ujsqshjg 38 27 [ [ -LRB- cord-296739-ujsqshjg 38 28 1 1 CD cord-296739-ujsqshjg 38 29 , , , cord-296739-ujsqshjg 38 30 2 2 CD cord-296739-ujsqshjg 38 31 ] ] -RRB- cord-296739-ujsqshjg 38 32 . . . cord-296739-ujsqshjg 39 1 That that DT cord-296739-ujsqshjg 39 2 probability probability NN cord-296739-ujsqshjg 39 3 is be VBZ cord-296739-ujsqshjg 39 4 the the DT cord-296739-ujsqshjg 39 5 area area NN cord-296739-ujsqshjg 39 6 under under IN cord-296739-ujsqshjg 39 7 the the DT cord-296739-ujsqshjg 39 8 receiver receiver NN cord-296739-ujsqshjg 39 9 operating operate VBG cord-296739-ujsqshjg 39 10 characteristic characteristic JJ cord-296739-ujsqshjg 39 11 curve curve NN cord-296739-ujsqshjg 39 12 , , , cord-296739-ujsqshjg 39 13 calculated calculate VBN cord-296739-ujsqshjg 39 14 by by IN cord-296739-ujsqshjg 39 15 the the DT cord-296739-ujsqshjg 39 16 Wilcoxon Wilcoxon NNP cord-296739-ujsqshjg 39 17 - - HYPH cord-296739-ujsqshjg 39 18 Mann Mann NNP cord-296739-ujsqshjg 39 19 - - HYPH cord-296739-ujsqshjg 39 20 Whitney Whitney NNP cord-296739-ujsqshjg 39 21 test test NN cord-296739-ujsqshjg 39 22 . . . cord-296739-ujsqshjg 40 1 Although although IN cord-296739-ujsqshjg 40 2 this this DT cord-296739-ujsqshjg 40 3 approach approach NN cord-296739-ujsqshjg 40 4 is be VBZ cord-296739-ujsqshjg 40 5 distribution distribution NN cord-296739-ujsqshjg 40 6 - - HYPH cord-296739-ujsqshjg 40 7 free free JJ cord-296739-ujsqshjg 40 8 , , , cord-296739-ujsqshjg 40 9 it -PRON- PRP cord-296739-ujsqshjg 40 10 does do VBZ cord-296739-ujsqshjg 40 11 not not RB cord-296739-ujsqshjg 40 12 summarize summarize VB cord-296739-ujsqshjg 40 13 each each DT cord-296739-ujsqshjg 40 14 case case NN cord-296739-ujsqshjg 40 15 as as IN cord-296739-ujsqshjg 40 16 needed need VBN cord-296739-ujsqshjg 40 17 by by IN cord-296739-ujsqshjg 40 18 the the DT cord-296739-ujsqshjg 40 19 OR or JJ cord-296739-ujsqshjg 40 20 manager manager NN cord-296739-ujsqshjg 40 21 ; ; : cord-296739-ujsqshjg 40 22 rather rather RB cord-296739-ujsqshjg 40 23 , , , cord-296739-ujsqshjg 40 24 it -PRON- PRP cord-296739-ujsqshjg 40 25 provides provide VBZ cord-296739-ujsqshjg 40 26 pairwise pairwise JJ cord-296739-ujsqshjg 40 27 comparisons comparison NNS cord-296739-ujsqshjg 40 28 among among IN cord-296739-ujsqshjg 40 29 all all DT cord-296739-ujsqshjg 40 30 cases case NNS cord-296739-ujsqshjg 40 31 [ [ -LRB- cord-296739-ujsqshjg 40 32 5 5 CD cord-296739-ujsqshjg 40 33 , , , cord-296739-ujsqshjg 40 34 6 6 CD cord-296739-ujsqshjg 40 35 ] ] -RRB- cord-296739-ujsqshjg 40 36 . . . cord-296739-ujsqshjg 41 1 The the DT cord-296739-ujsqshjg 41 2 statistical statistical JJ cord-296739-ujsqshjg 41 3 power power NN cord-296739-ujsqshjg 41 4 to to TO cord-296739-ujsqshjg 41 5 compare compare VB cord-296739-ujsqshjg 41 6 cases case NNS cord-296739-ujsqshjg 41 7 of of IN cord-296739-ujsqshjg 41 8 different different JJ cord-296739-ujsqshjg 41 9 categories category NNS cord-296739-ujsqshjg 41 10 of of IN cord-296739-ujsqshjg 41 11 procedures procedure NNS cord-296739-ujsqshjg 41 12 was be VBD cord-296739-ujsqshjg 41 13 at at RB cord-296739-ujsqshjg 41 14 least least JJS cord-296739-ujsqshjg 41 15 as as RB cord-296739-ujsqshjg 41 16 large large JJ cord-296739-ujsqshjg 41 17 by by IN cord-296739-ujsqshjg 41 18 comparing compare VBG cord-296739-ujsqshjg 41 19 percentages percentage NNS cord-296739-ujsqshjg 41 20 of of IN cord-296739-ujsqshjg 41 21 patients patient NNS cord-296739-ujsqshjg 41 22 with with IN cord-296739-ujsqshjg 41 23 LOS LOS NNP cord-296739-ujsqshjg 41 24 of of IN cord-296739-ujsqshjg 41 25 < < NNP cord-296739-ujsqshjg 41 26 2 2 CD cord-296739-ujsqshjg 41 27 days day NNS cord-296739-ujsqshjg 41 28 than than IN cord-296739-ujsqshjg 41 29 versus versus IN cord-296739-ujsqshjg 41 30 Student Student NNP cord-296739-ujsqshjg 41 31 's 's POS cord-296739-ujsqshjg 41 32 t t NN cord-296739-ujsqshjg 41 33 - - HYPH cord-296739-ujsqshjg 41 34 test test NN cord-296739-ujsqshjg 41 35 with with IN cord-296739-ujsqshjg 41 36 unequal unequal JJ cord-296739-ujsqshjg 41 37 variances variance NNS cord-296739-ujsqshjg 41 38 or or CC cord-296739-ujsqshjg 41 39 Wilcoxon Wilcoxon NNP cord-296739-ujsqshjg 41 40 - - HYPH cord-296739-ujsqshjg 41 41 Mann Mann NNP cord-296739-ujsqshjg 41 42 - - HYPH cord-296739-ujsqshjg 41 43 Whitney Whitney NNP cord-296739-ujsqshjg 41 44 test test NN cord-296739-ujsqshjg 41 45 [ [ -LRB- cord-296739-ujsqshjg 41 46 1 1 CD cord-296739-ujsqshjg 41 47 ] ] -RRB- cord-296739-ujsqshjg 41 48 . . . cord-296739-ujsqshjg 42 1 We -PRON- PRP cord-296739-ujsqshjg 42 2 recommended recommend VBD cord-296739-ujsqshjg 42 3 applying apply VBG cord-296739-ujsqshjg 42 4 the the DT cord-296739-ujsqshjg 42 5 first first JJ cord-296739-ujsqshjg 42 6 measure measure NN cord-296739-ujsqshjg 42 7 because because IN cord-296739-ujsqshjg 42 8 it -PRON- PRP cord-296739-ujsqshjg 42 9 is be VBZ cord-296739-ujsqshjg 42 10 the the DT cord-296739-ujsqshjg 42 11 easiest easy JJS cord-296739-ujsqshjg 42 12 of of IN cord-296739-ujsqshjg 42 13 the the DT cord-296739-ujsqshjg 42 14 three three CD cord-296739-ujsqshjg 42 15 to to TO cord-296739-ujsqshjg 42 16 implement implement VB cord-296739-ujsqshjg 42 17 and and CC cord-296739-ujsqshjg 42 18 interpret interpret VB cord-296739-ujsqshjg 42 19 [ [ -LRB- cord-296739-ujsqshjg 42 20 1 1 CD cord-296739-ujsqshjg 42 21 , , , cord-296739-ujsqshjg 42 22 2 2 CD cord-296739-ujsqshjg 42 23 ] ] -RRB- cord-296739-ujsqshjg 42 24 . . . cord-296739-ujsqshjg 43 1 One one CD cord-296739-ujsqshjg 43 2 application application NN cord-296739-ujsqshjg 43 3 of of IN cord-296739-ujsqshjg 43 4 our -PRON- PRP$ cord-296739-ujsqshjg 43 5 finding finding NN cord-296739-ujsqshjg 43 6 is be VBZ cord-296739-ujsqshjg 43 7 for for IN cord-296739-ujsqshjg 43 8 bed bed NN cord-296739-ujsqshjg 43 9 management management NN cord-296739-ujsqshjg 43 10 during during IN cord-296739-ujsqshjg 43 11 the the DT cord-296739-ujsqshjg 43 12 COVID-19 COVID-19 NNP cord-296739-ujsqshjg 43 13 pandemic pandemic NN cord-296739-ujsqshjg 43 14 when when WRB cord-296739-ujsqshjg 43 15 the the DT cord-296739-ujsqshjg 43 16 hospital hospital NN cord-296739-ujsqshjg 43 17 census census NN cord-296739-ujsqshjg 43 18 is be VBZ cord-296739-ujsqshjg 43 19 high high JJ cord-296739-ujsqshjg 43 20 and and CC cord-296739-ujsqshjg 43 21 the the DT cord-296739-ujsqshjg 43 22 number number NN cord-296739-ujsqshjg 43 23 of of IN cord-296739-ujsqshjg 43 24 beds bed NNS cord-296739-ujsqshjg 43 25 available available JJ cord-296739-ujsqshjg 43 26 for for IN cord-296739-ujsqshjg 43 27 elective elective JJ cord-296739-ujsqshjg 43 28 admissions admission NNS cord-296739-ujsqshjg 43 29 is be VBZ cord-296739-ujsqshjg 43 30 being be VBG cord-296739-ujsqshjg 43 31 rationed ration VBN cord-296739-ujsqshjg 43 32 [ [ -LRB- cord-296739-ujsqshjg 43 33 2 2 CD cord-296739-ujsqshjg 43 34 ] ] -RRB- cord-296739-ujsqshjg 43 35 . . . cord-296739-ujsqshjg 44 1 The the DT cord-296739-ujsqshjg 44 2 OR or JJ cord-296739-ujsqshjg 44 3 manager manager NN cord-296739-ujsqshjg 44 4 will will MD cord-296739-ujsqshjg 44 5 have have VB cord-296739-ujsqshjg 44 6 many many JJ cord-296739-ujsqshjg 44 7 issues issue NNS cord-296739-ujsqshjg 44 8 in in IN cord-296739-ujsqshjg 44 9 addition addition NN cord-296739-ujsqshjg 44 10 to to IN cord-296739-ujsqshjg 44 11 LOS LOS NNP cord-296739-ujsqshjg 44 12 to to TO cord-296739-ujsqshjg 44 13 consider consider VB cord-296739-ujsqshjg 44 14 with with IN cord-296739-ujsqshjg 44 15 surgical surgical JJ cord-296739-ujsqshjg 44 16 departments department NNS cord-296739-ujsqshjg 44 17 when when WRB cord-296739-ujsqshjg 44 18 determining determine VBG cord-296739-ujsqshjg 44 19 which which WDT cord-296739-ujsqshjg 44 20 cases case NNS cord-296739-ujsqshjg 44 21 to to TO cord-296739-ujsqshjg 44 22 postpone postpone VB cord-296739-ujsqshjg 44 23 , , , cord-296739-ujsqshjg 44 24 including include VBG cord-296739-ujsqshjg 44 25 , , , cord-296739-ujsqshjg 44 26 but but CC cord-296739-ujsqshjg 44 27 not not RB cord-296739-ujsqshjg 44 28 limited limited JJ cord-296739-ujsqshjg 44 29 to to IN cord-296739-ujsqshjg 44 30 , , , cord-296739-ujsqshjg 44 31 the the DT cord-296739-ujsqshjg 44 32 patients patient NNS cord-296739-ujsqshjg 44 33 ' ' POS cord-296739-ujsqshjg 44 34 medical medical JJ cord-296739-ujsqshjg 44 35 conditions condition NNS cord-296739-ujsqshjg 44 36 , , , cord-296739-ujsqshjg 44 37 their -PRON- PRP$ cord-296739-ujsqshjg 44 38 residential residential JJ cord-296739-ujsqshjg 44 39 locations location NNS cord-296739-ujsqshjg 44 40 and and CC cord-296739-ujsqshjg 44 41 travel travel NN cord-296739-ujsqshjg 44 42 times time NNS cord-296739-ujsqshjg 44 43 to to IN cord-296739-ujsqshjg 44 44 the the DT cord-296739-ujsqshjg 44 45 hospital hospital NN cord-296739-ujsqshjg 44 46 , , , cord-296739-ujsqshjg 44 47 and and CC cord-296739-ujsqshjg 44 48 surgeons surgeon NNS cord-296739-ujsqshjg 44 49 ' ' POS cord-296739-ujsqshjg 44 50 availability availability NN cord-296739-ujsqshjg 44 51 . . . cord-296739-ujsqshjg 45 1 The the DT cord-296739-ujsqshjg 45 2 implication implication NN cord-296739-ujsqshjg 45 3 of of IN cord-296739-ujsqshjg 45 4 our -PRON- PRP$ cord-296739-ujsqshjg 45 5 results result NNS cord-296739-ujsqshjg 45 6 is be VBZ cord-296739-ujsqshjg 45 7 that that IN cord-296739-ujsqshjg 45 8 when when WRB cord-296739-ujsqshjg 45 9 balancing balance VBG cord-296739-ujsqshjg 45 10 multiple multiple JJ cord-296739-ujsqshjg 45 11 competing compete VBG cord-296739-ujsqshjg 45 12 objectives objective NNS cord-296739-ujsqshjg 45 13 and and CC cord-296739-ujsqshjg 45 14 making make VBG cord-296739-ujsqshjg 45 15 decisions decision NNS cord-296739-ujsqshjg 45 16 for for IN cord-296739-ujsqshjg 45 17 scores score NNS cord-296739-ujsqshjg 45 18 or or CC cord-296739-ujsqshjg 45 19 hundreds hundred NNS cord-296739-ujsqshjg 45 20 of of IN cord-296739-ujsqshjg 45 21 cases case NNS cord-296739-ujsqshjg 45 22 per per IN cord-296739-ujsqshjg 45 23 week week NN cord-296739-ujsqshjg 45 24 , , , cord-296739-ujsqshjg 45 25 the the DT cord-296739-ujsqshjg 45 26 manager manager NN cord-296739-ujsqshjg 45 27 and and CC cord-296739-ujsqshjg 45 28 surgeons surgeon NNS cord-296739-ujsqshjg 45 29 can can MD cord-296739-ujsqshjg 45 30 include include VB cord-296739-ujsqshjg 45 31 in in IN cord-296739-ujsqshjg 45 32 the the DT cord-296739-ujsqshjg 45 33 deliberation deliberation NN cord-296739-ujsqshjg 45 34 of of IN cord-296739-ujsqshjg 45 35 which which WDT cord-296739-ujsqshjg 45 36 cases case NNS cord-296739-ujsqshjg 45 37 to to TO cord-296739-ujsqshjg 45 38 postpone postpone VB cord-296739-ujsqshjg 45 39 the the DT cord-296739-ujsqshjg 45 40 simple simple JJ cord-296739-ujsqshjg 45 41 statistic statistic NN cord-296739-ujsqshjg 45 42 of of IN cord-296739-ujsqshjg 45 43 whether whether IN cord-296739-ujsqshjg 45 44 there there EX cord-296739-ujsqshjg 45 45 is be VBZ cord-296739-ujsqshjg 45 46 a a DT cord-296739-ujsqshjg 45 47 high high JJ cord-296739-ujsqshjg 45 48 probability probability NN cord-296739-ujsqshjg 45 49 that that IN cord-296739-ujsqshjg 45 50 the the DT cord-296739-ujsqshjg 45 51 patient patient NN cord-296739-ujsqshjg 45 52 will will MD cord-296739-ujsqshjg 45 53 remain remain VB cord-296739-ujsqshjg 45 54 in in IN cord-296739-ujsqshjg 45 55 the the DT cord-296739-ujsqshjg 45 56 hospital hospital NN cord-296739-ujsqshjg 45 57 for for IN cord-296739-ujsqshjg 45 58 two two CD cord-296739-ujsqshjg 45 59 days day NNS cord-296739-ujsqshjg 45 60 or or CC cord-296739-ujsqshjg 45 61 longer long JJR cord-296739-ujsqshjg 45 62 . . . cord-296739-ujsqshjg 46 1 Although although IN cord-296739-ujsqshjg 46 2 the the DT cord-296739-ujsqshjg 46 3 mode mode NN cord-296739-ujsqshjg 46 4 or or CC cord-296739-ujsqshjg 46 5 median median NN cord-296739-ujsqshjg 46 6 of of IN cord-296739-ujsqshjg 46 7 the the DT cord-296739-ujsqshjg 46 8 LOS LOS NNP cord-296739-ujsqshjg 46 9 for for IN cord-296739-ujsqshjg 46 10 a a DT cord-296739-ujsqshjg 46 11 given give VBN cord-296739-ujsqshjg 46 12 procedure procedure NN cord-296739-ujsqshjg 46 13 may may MD cord-296739-ujsqshjg 46 14 be be VB cord-296739-ujsqshjg 46 15 known know VBN cord-296739-ujsqshjg 46 16 , , , cord-296739-ujsqshjg 46 17 this this DT cord-296739-ujsqshjg 46 18 is be VBZ cord-296739-ujsqshjg 46 19 insufficient insufficient JJ cord-296739-ujsqshjg 46 20 to to TO cord-296739-ujsqshjg 46 21 provide provide VB cord-296739-ujsqshjg 46 22 information information NN cord-296739-ujsqshjg 46 23 about about IN cord-296739-ujsqshjg 46 24 the the DT cord-296739-ujsqshjg 46 25 tails tail NNS cord-296739-ujsqshjg 46 26 of of IN cord-296739-ujsqshjg 46 27 the the DT cord-296739-ujsqshjg 46 28 distribution distribution NN cord-296739-ujsqshjg 46 29 ( ( -LRB- cord-296739-ujsqshjg 46 30 i.e. i.e. FW cord-296739-ujsqshjg 46 31 , , , cord-296739-ujsqshjg 46 32 the the DT cord-296739-ujsqshjg 46 33 outliers outlier NNS cord-296739-ujsqshjg 46 34 ) ) -RRB- cord-296739-ujsqshjg 46 35 necessary necessary JJ cord-296739-ujsqshjg 46 36 for for IN cord-296739-ujsqshjg 46 37 decision decision NN cord-296739-ujsqshjg 46 38 - - HYPH cord-296739-ujsqshjg 46 39 making making NN cord-296739-ujsqshjg 46 40 . . . cord-296739-ujsqshjg 47 1 For for IN cord-296739-ujsqshjg 47 2 example example NN cord-296739-ujsqshjg 47 3 , , , cord-296739-ujsqshjg 47 4 at at IN cord-296739-ujsqshjg 47 5 the the DT cord-296739-ujsqshjg 47 6 hospital hospital NN cord-296739-ujsqshjg 47 7 studied study VBD cord-296739-ujsqshjg 47 8 , , , cord-296739-ujsqshjg 47 9 most most JJS cord-296739-ujsqshjg 47 10 patients patient NNS cord-296739-ujsqshjg 47 11 undergoing undergo VBG cord-296739-ujsqshjg 47 12 nephrectomy nephrectomy NN cord-296739-ujsqshjg 47 13 had have VBD cord-296739-ujsqshjg 47 14 a a DT cord-296739-ujsqshjg 47 15 LOS LOS NNP cord-296739-ujsqshjg 47 16 of of IN cord-296739-ujsqshjg 47 17 two two CD cord-296739-ujsqshjg 47 18 days day NNS cord-296739-ujsqshjg 47 19 ( ( -LRB- cord-296739-ujsqshjg 47 20 i.e. i.e. FW cord-296739-ujsqshjg 47 21 , , , cord-296739-ujsqshjg 47 22 the the DT cord-296739-ujsqshjg 47 23 mode mode NN cord-296739-ujsqshjg 47 24 was be VBD cord-296739-ujsqshjg 47 25 two two CD cord-296739-ujsqshjg 47 26 days day NNS cord-296739-ujsqshjg 47 27 ) ) -RRB- cord-296739-ujsqshjg 47 28 , , , cord-296739-ujsqshjg 47 29 and and CC cord-296739-ujsqshjg 47 30 54 54 CD cord-296739-ujsqshjg 47 31 % % NN cord-296739-ujsqshjg 47 32 of of IN cord-296739-ujsqshjg 47 33 the the DT cord-296739-ujsqshjg 47 34 patients patient NNS cord-296739-ujsqshjg 47 35 had have VBD cord-296739-ujsqshjg 47 36 a a DT cord-296739-ujsqshjg 47 37 LOS LOS NNP cord-296739-ujsqshjg 47 38 of of IN cord-296739-ujsqshjg 47 39 ≤2 ≤2 NNP cord-296739-ujsqshjg 47 40 days day NNS cord-296739-ujsqshjg 47 41 ( ( -LRB- cord-296739-ujsqshjg 47 42 i.e. i.e. FW cord-296739-ujsqshjg 47 43 , , , cord-296739-ujsqshjg 47 44 median median NN cord-296739-ujsqshjg 47 45 was be VBD cord-296739-ujsqshjg 47 46 two two CD cord-296739-ujsqshjg 47 47 days day NNS cord-296739-ujsqshjg 47 48 ) ) -RRB- cord-296739-ujsqshjg 47 49 , , , cord-296739-ujsqshjg 47 50 but but CC cord-296739-ujsqshjg 47 51 31 31 CD cord-296739-ujsqshjg 47 52 % % NN cord-296739-ujsqshjg 47 53 had have VBD cord-296739-ujsqshjg 47 54 a a DT cord-296739-ujsqshjg 47 55 LOS LOS NNP cord-296739-ujsqshjg 47 56 of of IN cord-296739-ujsqshjg 47 57 ≥4 ≥4 JJ cord-296739-ujsqshjg 47 58 days day NNS cord-296739-ujsqshjg 47 59 . . . cord-296739-ujsqshjg 48 1 The the DT cord-296739-ujsqshjg 48 2 OR or JJ cord-296739-ujsqshjg 48 3 manager manager NN cord-296739-ujsqshjg 48 4 contributes contribute VBZ cord-296739-ujsqshjg 48 5 to to IN cord-296739-ujsqshjg 48 6 the the DT cord-296739-ujsqshjg 48 7 assurance assurance NN cord-296739-ujsqshjg 48 8 of of IN cord-296739-ujsqshjg 48 9 enough enough JJ cord-296739-ujsqshjg 48 10 bed bed NN cord-296739-ujsqshjg 48 11 capacity capacity NN cord-296739-ujsqshjg 48 12 for for IN cord-296739-ujsqshjg 48 13 medical medical JJ cord-296739-ujsqshjg 48 14 patients patient NNS cord-296739-ujsqshjg 48 15 requiring require VBG cord-296739-ujsqshjg 48 16 admission admission NN cord-296739-ujsqshjg 48 17 ( ( -LRB- cord-296739-ujsqshjg 48 18 e.g. e.g. RB cord-296739-ujsqshjg 48 19 , , , cord-296739-ujsqshjg 48 20 with with IN cord-296739-ujsqshjg 48 21 respiratory respiratory JJ cord-296739-ujsqshjg 48 22 failure failure NN cord-296739-ujsqshjg 48 23 from from IN cord-296739-ujsqshjg 48 24 COVID-19 COVID-19 NNP cord-296739-ujsqshjg 48 25 ) ) -RRB- cord-296739-ujsqshjg 48 26 . . . cord-296739-ujsqshjg 49 1 In in IN cord-296739-ujsqshjg 49 2 practice practice NN cord-296739-ujsqshjg 49 3 , , , cord-296739-ujsqshjg 49 4 applying apply VBG cord-296739-ujsqshjg 49 5 our -PRON- PRP$ cord-296739-ujsqshjg 49 6 scientific scientific JJ cord-296739-ujsqshjg 49 7 results result NNS cord-296739-ujsqshjg 49 8 [ [ -LRB- cord-296739-ujsqshjg 49 9 1 1 CD cord-296739-ujsqshjg 49 10 , , , cord-296739-ujsqshjg 49 11 2 2 CD cord-296739-ujsqshjg 49 12 ] ] -RRB- cord-296739-ujsqshjg 49 13 would would MD cord-296739-ujsqshjg 49 14 require require VB cord-296739-ujsqshjg 49 15 that that IN cord-296739-ujsqshjg 49 16 the the DT cord-296739-ujsqshjg 49 17 hospital hospital NN cord-296739-ujsqshjg 49 18 estimates estimate NNS cord-296739-ujsqshjg 49 19 for for IN cord-296739-ujsqshjg 49 20 each each DT cord-296739-ujsqshjg 49 21 category category NN cord-296739-ujsqshjg 49 22 of of IN cord-296739-ujsqshjg 49 23 procedure procedure NN cord-296739-ujsqshjg 49 24 the the DT cord-296739-ujsqshjg 49 25 percentage percentage NN cord-296739-ujsqshjg 49 26 of of IN cord-296739-ujsqshjg 49 27 cases case NNS cord-296739-ujsqshjg 49 28 that that WDT cord-296739-ujsqshjg 49 29 have have VBP cord-296739-ujsqshjg 49 30 LOS LOS NNP cord-296739-ujsqshjg 49 31 of of IN cord-296739-ujsqshjg 49 32 < < NNP cord-296739-ujsqshjg 49 33 2 2 CD cord-296739-ujsqshjg 49 34 days day NNS cord-296739-ujsqshjg 49 35 . . . cord-296739-ujsqshjg 50 1 For for IN cord-296739-ujsqshjg 50 2 example example NN cord-296739-ujsqshjg 50 3 , , , cord-296739-ujsqshjg 50 4 the the DT cord-296739-ujsqshjg 50 5 preceding precede VBG cord-296739-ujsqshjg 50 6 100 100 CD cord-296739-ujsqshjg 50 7 cases case NNS cord-296739-ujsqshjg 50 8 could could MD cord-296739-ujsqshjg 50 9 be be VB cord-296739-ujsqshjg 50 10 used use VBN cord-296739-ujsqshjg 50 11 for for IN cord-296739-ujsqshjg 50 12 each each DT cord-296739-ujsqshjg 50 13 category category NN cord-296739-ujsqshjg 50 14 of of IN cord-296739-ujsqshjg 50 15 procedure procedure NN cord-296739-ujsqshjg 50 16 , , , cord-296739-ujsqshjg 50 17 and and CC cord-296739-ujsqshjg 50 18 the the DT cord-296739-ujsqshjg 50 19 percentage percentage NN cord-296739-ujsqshjg 50 20 of of IN cord-296739-ujsqshjg 50 21 those those DT cord-296739-ujsqshjg 50 22 cases case NNS cord-296739-ujsqshjg 50 23 with with IN cord-296739-ujsqshjg 50 24 LOS LOS NNP cord-296739-ujsqshjg 50 25 of of IN cord-296739-ujsqshjg 50 26 < < NNP cord-296739-ujsqshjg 50 27 2 2 CD cord-296739-ujsqshjg 50 28 days day NNS cord-296739-ujsqshjg 50 29 calculated calculate VBN cord-296739-ujsqshjg 50 30 . . . cord-296739-ujsqshjg 51 1 This this DT cord-296739-ujsqshjg 51 2 forecasting forecasting NN cord-296739-ujsqshjg 51 3 is be VBZ cord-296739-ujsqshjg 51 4 a a DT cord-296739-ujsqshjg 51 5 time time NN cord-296739-ujsqshjg 51 6 series series NN cord-296739-ujsqshjg 51 7 prediction prediction NN cord-296739-ujsqshjg 51 8 problem problem NN cord-296739-ujsqshjg 51 9 . . . cord-296739-ujsqshjg 52 1 The the DT cord-296739-ujsqshjg 52 2 advantage advantage NN cord-296739-ujsqshjg 52 3 of of IN cord-296739-ujsqshjg 52 4 using use VBG cord-296739-ujsqshjg 52 5 N n NN cord-296739-ujsqshjg 52 6 = = SYM cord-296739-ujsqshjg 52 7 100 100 CD cord-296739-ujsqshjg 52 8 is be VBZ cord-296739-ujsqshjg 52 9 that that IN cord-296739-ujsqshjg 52 10 the the DT cord-296739-ujsqshjg 52 11 cases case NNS cord-296739-ujsqshjg 52 12 will will MD cord-296739-ujsqshjg 52 13 be be VB cord-296739-ujsqshjg 52 14 recent recent JJ cord-296739-ujsqshjg 52 15 , , , cord-296739-ujsqshjg 52 16 thereby thereby RB cord-296739-ujsqshjg 52 17 reflecting reflect VBG cord-296739-ujsqshjg 52 18 current current JJ cord-296739-ujsqshjg 52 19 discharge discharge NN cord-296739-ujsqshjg 52 20 practices practice NNS cord-296739-ujsqshjg 52 21 . . . cord-296739-ujsqshjg 53 1 Alternatively alternatively RB cord-296739-ujsqshjg 53 2 , , , cord-296739-ujsqshjg 53 3 the the DT cord-296739-ujsqshjg 53 4 last last JJ cord-296739-ujsqshjg 53 5 800 800 CD cord-296739-ujsqshjg 53 6 cases case NNS cord-296739-ujsqshjg 53 7 could could MD cord-296739-ujsqshjg 53 8 be be VB cord-296739-ujsqshjg 53 9 used use VBN cord-296739-ujsqshjg 53 10 . . . cord-296739-ujsqshjg 54 1 The the DT cord-296739-ujsqshjg 54 2 advantage advantage NN cord-296739-ujsqshjg 54 3 of of IN cord-296739-ujsqshjg 54 4 using use VBG cord-296739-ujsqshjg 54 5 N n NN cord-296739-ujsqshjg 54 6 = = SYM cord-296739-ujsqshjg 54 7 800 800 CD cord-296739-ujsqshjg 54 8 is be VBZ cord-296739-ujsqshjg 54 9 that that IN cord-296739-ujsqshjg 54 10 the the DT cord-296739-ujsqshjg 54 11 percentage percentage NN cord-296739-ujsqshjg 54 12 of of IN cord-296739-ujsqshjg 54 13 the the DT cord-296739-ujsqshjg 54 14 cases case NNS cord-296739-ujsqshjg 54 15 with with IN cord-296739-ujsqshjg 54 16 LOS LOS NNP cord-296739-ujsqshjg 54 17 of of IN cord-296739-ujsqshjg 54 18 < < NNP cord-296739-ujsqshjg 54 19 2 2 CD cord-296739-ujsqshjg 54 20 days day NNS cord-296739-ujsqshjg 54 21 will will MD cord-296739-ujsqshjg 54 22 be be VB cord-296739-ujsqshjg 54 23 estimated estimate VBN cord-296739-ujsqshjg 54 24 more more RBR cord-296739-ujsqshjg 54 25 accurately accurately RB cord-296739-ujsqshjg 54 26 . . . cord-296739-ujsqshjg 55 1 However however RB cord-296739-ujsqshjg 55 2 , , , cord-296739-ujsqshjg 55 3 such such JJ cord-296739-ujsqshjg 55 4 thresholds threshold NNS cord-296739-ujsqshjg 55 5 are be VBP cord-296739-ujsqshjg 55 6 arbitrary arbitrary JJ cord-296739-ujsqshjg 55 7 . . . cord-296739-ujsqshjg 56 1 Alternatively alternatively RB cord-296739-ujsqshjg 56 2 , , , cord-296739-ujsqshjg 56 3 for for IN cord-296739-ujsqshjg 56 4 each each DT cord-296739-ujsqshjg 56 5 category category NN cord-296739-ujsqshjg 56 6 of of IN cord-296739-ujsqshjg 56 7 procedure procedure NN cord-296739-ujsqshjg 56 8 , , , cord-296739-ujsqshjg 56 9 the the DT cord-296739-ujsqshjg 56 10 smallest small JJS cord-296739-ujsqshjg 56 11 number number NN cord-296739-ujsqshjg 56 12 of of IN cord-296739-ujsqshjg 56 13 preceding precede VBG cord-296739-ujsqshjg 56 14 cases case NNS cord-296739-ujsqshjg 56 15 possible possible JJ cord-296739-ujsqshjg 56 16 could could MD cord-296739-ujsqshjg 56 17 be be VB cord-296739-ujsqshjg 56 18 used use VBN cord-296739-ujsqshjg 56 19 for for IN cord-296739-ujsqshjg 56 20 which which WDT cord-296739-ujsqshjg 56 21 the the DT cord-296739-ujsqshjg 56 22 standard standard JJ cord-296739-ujsqshjg 56 23 error error NN cord-296739-ujsqshjg 56 24 ( ( -LRB- cord-296739-ujsqshjg 56 25 SE SE NNP cord-296739-ujsqshjg 56 26 ) ) -RRB- cord-296739-ujsqshjg 56 27 of of IN cord-296739-ujsqshjg 56 28 each each DT cord-296739-ujsqshjg 56 29 percentage percentage NN cord-296739-ujsqshjg 56 30 estimate estimate NN cord-296739-ujsqshjg 56 31 is be VBZ cord-296739-ujsqshjg 56 32 less less JJR cord-296739-ujsqshjg 56 33 than than IN cord-296739-ujsqshjg 56 34 some some DT cord-296739-ujsqshjg 56 35 threshold threshold NN cord-296739-ujsqshjg 56 36 ( ( -LRB- cord-296739-ujsqshjg 56 37 e.g. e.g. RB cord-296739-ujsqshjg 56 38 , , , cord-296739-ujsqshjg 56 39 1.25 1.25 CD cord-296739-ujsqshjg 56 40 % % NN cord-296739-ujsqshjg 56 41 ) ) -RRB- cord-296739-ujsqshjg 56 42 . . . cord-296739-ujsqshjg 57 1 The the DT cord-296739-ujsqshjg 57 2 advantage advantage NN cord-296739-ujsqshjg 57 3 of of IN cord-296739-ujsqshjg 57 4 an an DT cord-296739-ujsqshjg 57 5 approach approach NN cord-296739-ujsqshjg 57 6 based base VBN cord-296739-ujsqshjg 57 7 on on IN cord-296739-ujsqshjg 57 8 the the DT cord-296739-ujsqshjg 57 9 SE SE NNP cord-296739-ujsqshjg 57 10 is be VBZ cord-296739-ujsqshjg 57 11 that that DT cord-296739-ujsqshjg 57 12 to to TO cord-296739-ujsqshjg 57 13 estimate estimate VB cord-296739-ujsqshjg 57 14 the the DT cord-296739-ujsqshjg 57 15 percentage percentage NN cord-296739-ujsqshjg 57 16 of of IN cord-296739-ujsqshjg 57 17 cases case NNS cord-296739-ujsqshjg 57 18 with with IN cord-296739-ujsqshjg 57 19 LOS LOS NNP cord-296739-ujsqshjg 57 20 of of IN cord-296739-ujsqshjg 57 21 < < NNP cord-296739-ujsqshjg 57 22 2 2 CD cord-296739-ujsqshjg 57 23 days day NNS cord-296739-ujsqshjg 57 24 , , , cord-296739-ujsqshjg 57 25 many many JJ cord-296739-ujsqshjg 57 26 fewer few JJR cord-296739-ujsqshjg 57 27 cases case NNS cord-296739-ujsqshjg 57 28 are be VBP cord-296739-ujsqshjg 57 29 needed need VBN cord-296739-ujsqshjg 57 30 to to TO cord-296739-ujsqshjg 57 31 estimate estimate VB cord-296739-ujsqshjg 57 32 the the DT cord-296739-ujsqshjg 57 33 percentage percentage NN cord-296739-ujsqshjg 57 34 within within IN cord-296739-ujsqshjg 57 35 approximately approximately RB cord-296739-ujsqshjg 57 36 2.5 2.5 CD cord-296739-ujsqshjg 57 37 % % NN cord-296739-ujsqshjg 57 38 when when WRB cord-296739-ujsqshjg 57 39 the the DT cord-296739-ujsqshjg 57 40 raw raw JJ cord-296739-ujsqshjg 57 41 percentage percentage NN cord-296739-ujsqshjg 57 42 is be VBZ cord-296739-ujsqshjg 57 43 approximately approximately RB cord-296739-ujsqshjg 57 44 95 95 CD cord-296739-ujsqshjg 57 45 % % NN cord-296739-ujsqshjg 57 46 than than IN cord-296739-ujsqshjg 57 47 when when WRB cord-296739-ujsqshjg 57 48 the the DT cord-296739-ujsqshjg 57 49 raw raw JJ cord-296739-ujsqshjg 57 50 percentage percentage NN cord-296739-ujsqshjg 57 51 is be VBZ cord-296739-ujsqshjg 57 52 close close JJ cord-296739-ujsqshjg 57 53 to to IN cord-296739-ujsqshjg 57 54 50 50 CD cord-296739-ujsqshjg 57 55 % % NN cord-296739-ujsqshjg 57 56 . . . cord-296739-ujsqshjg 58 1 A a DT cord-296739-ujsqshjg 58 2 further further JJ cord-296739-ujsqshjg 58 3 advantage advantage NN cord-296739-ujsqshjg 58 4 is be VBZ cord-296739-ujsqshjg 58 5 that that DT cord-296739-ujsqshjg 58 6 consideration consideration NN cord-296739-ujsqshjg 58 7 of of IN cord-296739-ujsqshjg 58 8 the the DT cord-296739-ujsqshjg 58 9 SE SE NNP cord-296739-ujsqshjg 58 10 balances balance VBZ cord-296739-ujsqshjg 58 11 the the DT cord-296739-ujsqshjg 58 12 desire desire NN cord-296739-ujsqshjg 58 13 to to TO cord-296739-ujsqshjg 58 14 use use VB cord-296739-ujsqshjg 58 15 the the DT cord-296739-ujsqshjg 58 16 most most RBS cord-296739-ujsqshjg 58 17 recent recent JJ cord-296739-ujsqshjg 58 18 cases case NNS cord-296739-ujsqshjg 58 19 ( ( -LRB- cord-296739-ujsqshjg 58 20 i.e. i.e. FW cord-296739-ujsqshjg 58 21 , , , cord-296739-ujsqshjg 58 22 favoring favor VBG cord-296739-ujsqshjg 58 23 current current JJ cord-296739-ujsqshjg 58 24 practice practice NN cord-296739-ujsqshjg 58 25 ) ) -RRB- cord-296739-ujsqshjg 58 26 , , , cord-296739-ujsqshjg 58 27 and and CC cord-296739-ujsqshjg 58 28 the the DT cord-296739-ujsqshjg 58 29 desire desire NN cord-296739-ujsqshjg 58 30 to to TO cord-296739-ujsqshjg 58 31 obtain obtain VB cord-296739-ujsqshjg 58 32 greater great JJR cord-296739-ujsqshjg 58 33 precision precision NN cord-296739-ujsqshjg 58 34 ( ( -LRB- cord-296739-ujsqshjg 58 35 i.e. i.e. FW cord-296739-ujsqshjg 58 36 , , , cord-296739-ujsqshjg 58 37 larger large JJR cord-296739-ujsqshjg 58 38 sample sample NN cord-296739-ujsqshjg 58 39 size size NN cord-296739-ujsqshjg 58 40 ) ) -RRB- cord-296739-ujsqshjg 58 41 . . . cord-296739-ujsqshjg 59 1 In in IN cord-296739-ujsqshjg 59 2 this this DT cord-296739-ujsqshjg 59 3 study study NN cord-296739-ujsqshjg 59 4 , , , cord-296739-ujsqshjg 59 5 we -PRON- PRP cord-296739-ujsqshjg 59 6 analyzed analyze VBD cord-296739-ujsqshjg 59 7 five five CD cord-296739-ujsqshjg 59 8 years year NNS cord-296739-ujsqshjg 59 9 of of IN cord-296739-ujsqshjg 59 10 data datum NNS cord-296739-ujsqshjg 59 11 from from IN cord-296739-ujsqshjg 59 12 a a DT cord-296739-ujsqshjg 59 13 large large JJ cord-296739-ujsqshjg 59 14 teaching teaching NN cord-296739-ujsqshjg 59 15 hospital hospital NN cord-296739-ujsqshjg 59 16 to to TO cord-296739-ujsqshjg 59 17 compare compare VB cord-296739-ujsqshjg 59 18 methods method NNS cord-296739-ujsqshjg 59 19 of of IN cord-296739-ujsqshjg 59 20 estimating estimate VBG cord-296739-ujsqshjg 59 21 the the DT cord-296739-ujsqshjg 59 22 percentages percentage NNS cord-296739-ujsqshjg 59 23 of of IN cord-296739-ujsqshjg 59 24 cases case NNS cord-296739-ujsqshjg 59 25 with with IN cord-296739-ujsqshjg 59 26 LOS LOS NNP cord-296739-ujsqshjg 59 27 of of IN cord-296739-ujsqshjg 59 28 < < NNP cord-296739-ujsqshjg 59 29 2 2 CD cord-296739-ujsqshjg 59 30 days day NNS cord-296739-ujsqshjg 59 31 for for IN cord-296739-ujsqshjg 59 32 each each DT cord-296739-ujsqshjg 59 33 category category NN cord-296739-ujsqshjg 59 34 of of IN cord-296739-ujsqshjg 59 35 procedures procedure NNS cord-296739-ujsqshjg 59 36 . . . cord-296739-ujsqshjg 60 1 The the DT cord-296739-ujsqshjg 60 2 University University NNP cord-296739-ujsqshjg 60 3 of of IN cord-296739-ujsqshjg 60 4 Iowa Iowa NNP cord-296739-ujsqshjg 60 5 Institutional Institutional NNP cord-296739-ujsqshjg 60 6 Review Review NNP cord-296739-ujsqshjg 60 7 Board Board NNP cord-296739-ujsqshjg 60 8 determined determine VBD cord-296739-ujsqshjg 60 9 on on IN cord-296739-ujsqshjg 60 10 September September NNP cord-296739-ujsqshjg 60 11 2 2 CD cord-296739-ujsqshjg 60 12 , , , cord-296739-ujsqshjg 60 13 2020 2020 CD cord-296739-ujsqshjg 60 14 , , , cord-296739-ujsqshjg 60 15 that that IN cord-296739-ujsqshjg 60 16 this this DT cord-296739-ujsqshjg 60 17 project project NN cord-296739-ujsqshjg 60 18 ( ( -LRB- cord-296739-ujsqshjg 60 19 No no NN cord-296739-ujsqshjg 60 20 . . NN cord-296739-ujsqshjg 60 21 202008508 202008508 CD cord-296739-ujsqshjg 60 22 ) ) -RRB- cord-296739-ujsqshjg 60 23 does do VBZ cord-296739-ujsqshjg 60 24 not not RB cord-296739-ujsqshjg 60 25 meet meet VB cord-296739-ujsqshjg 60 26 the the DT cord-296739-ujsqshjg 60 27 regulatory regulatory JJ cord-296739-ujsqshjg 60 28 definition definition NN cord-296739-ujsqshjg 60 29 of of IN cord-296739-ujsqshjg 60 30 human human JJ cord-296739-ujsqshjg 60 31 subjects subject NNS cord-296739-ujsqshjg 60 32 research research NN cord-296739-ujsqshjg 60 33 since since IN cord-296739-ujsqshjg 60 34 it -PRON- PRP cord-296739-ujsqshjg 60 35 involved involve VBD cord-296739-ujsqshjg 60 36 the the DT cord-296739-ujsqshjg 60 37 analysis analysis NN cord-296739-ujsqshjg 60 38 of of IN cord-296739-ujsqshjg 60 39 previously previously RB cord-296739-ujsqshjg 60 40 collected collect VBN cord-296739-ujsqshjg 60 41 and and CC cord-296739-ujsqshjg 60 42 de de JJ cord-296739-ujsqshjg 60 43 - - JJ cord-296739-ujsqshjg 60 44 identified identify VBN cord-296739-ujsqshjg 60 45 data datum NNS cord-296739-ujsqshjg 60 46 . . . cord-296739-ujsqshjg 61 1 Table table NN cord-296739-ujsqshjg 61 2 1 1 CD cord-296739-ujsqshjg 61 3 shows show VBZ cord-296739-ujsqshjg 61 4 the the DT cord-296739-ujsqshjg 61 5 progressive progressive JJ cord-296739-ujsqshjg 61 6 process process NN cord-296739-ujsqshjg 61 7 of of IN cord-296739-ujsqshjg 61 8 selecting select VBG cord-296739-ujsqshjg 61 9 cases case NNS cord-296739-ujsqshjg 61 10 for for IN cord-296739-ujsqshjg 61 11 the the DT cord-296739-ujsqshjg 61 12 training training NN cord-296739-ujsqshjg 61 13 and and CC cord-296739-ujsqshjg 61 14 testing testing NN cord-296739-ujsqshjg 61 15 datasets dataset NNS cord-296739-ujsqshjg 61 16 . . . cord-296739-ujsqshjg 62 1 The the DT cord-296739-ujsqshjg 62 2 surgical surgical JJ cord-296739-ujsqshjg 62 3 cases case NNS cord-296739-ujsqshjg 62 4 were be VBD cord-296739-ujsqshjg 62 5 performed perform VBN cord-296739-ujsqshjg 62 6 in in IN cord-296739-ujsqshjg 62 7 the the DT cord-296739-ujsqshjg 62 8 main main JJ cord-296739-ujsqshjg 62 9 adult adult NN cord-296739-ujsqshjg 62 10 surgical surgical JJ cord-296739-ujsqshjg 62 11 suites suite NNS cord-296739-ujsqshjg 62 12 , , , cord-296739-ujsqshjg 62 13 the the DT cord-296739-ujsqshjg 62 14 ambulatory ambulatory NNP cord-296739-ujsqshjg 62 15 surgery surgery NN cord-296739-ujsqshjg 62 16 center center NN cord-296739-ujsqshjg 62 17 , , , cord-296739-ujsqshjg 62 18 or or CC cord-296739-ujsqshjg 62 19 the the DT cord-296739-ujsqshjg 62 20 pediatric pediatric JJ cord-296739-ujsqshjg 62 21 suite suite NN cord-296739-ujsqshjg 62 22 ORs or NNS cord-296739-ujsqshjg 62 23 at at IN cord-296739-ujsqshjg 62 24 the the DT cord-296739-ujsqshjg 62 25 studied study VBN cord-296739-ujsqshjg 62 26 hospital hospital NN cord-296739-ujsqshjg 62 27 , , , cord-296739-ujsqshjg 62 28 all all DT cord-296739-ujsqshjg 62 29 located locate VBN cord-296739-ujsqshjg 62 30 within within IN cord-296739-ujsqshjg 62 31 a a DT cord-296739-ujsqshjg 62 32 five five CD cord-296739-ujsqshjg 62 33 - - HYPH cord-296739-ujsqshjg 62 34 minute minute NN cord-296739-ujsqshjg 62 35 indoor indoor JJ cord-296739-ujsqshjg 62 36 walk walk NN cord-296739-ujsqshjg 62 37 of of IN cord-296739-ujsqshjg 62 38 one one NN cord-296739-ujsqshjg 62 39 another another DT cord-296739-ujsqshjg 62 40 [ [ -LRB- cord-296739-ujsqshjg 62 41 7 7 CD cord-296739-ujsqshjg 62 42 ] ] -RRB- cord-296739-ujsqshjg 62 43 . . . cord-296739-ujsqshjg 63 1 The the DT cord-296739-ujsqshjg 63 2 cases case NNS cord-296739-ujsqshjg 63 3 were be VBD cord-296739-ujsqshjg 63 4 limited limit VBN cord-296739-ujsqshjg 63 5 to to IN cord-296739-ujsqshjg 63 6 those those DT cord-296739-ujsqshjg 63 7 that that WDT cord-296739-ujsqshjg 63 8 were be VBD cord-296739-ujsqshjg 63 9 elective elective JJ cord-296739-ujsqshjg 63 10 , , , cord-296739-ujsqshjg 63 11 defined define VBN cord-296739-ujsqshjg 63 12 by by IN cord-296739-ujsqshjg 63 13 the the DT cord-296739-ujsqshjg 63 14 organization organization NN cord-296739-ujsqshjg 63 15 as as IN cord-296739-ujsqshjg 63 16 the the DT cord-296739-ujsqshjg 63 17 surgeon surgeon NN cord-296739-ujsqshjg 63 18 having have VBG cord-296739-ujsqshjg 63 19 specified specify VBN cord-296739-ujsqshjg 63 20 that that IN cord-296739-ujsqshjg 63 21 the the DT cord-296739-ujsqshjg 63 22 patient patient NN cord-296739-ujsqshjg 63 23 could could MD cord-296739-ujsqshjg 63 24 wait wait VB cord-296739-ujsqshjg 63 25 safely safely RB cord-296739-ujsqshjg 63 26 at at RB cord-296739-ujsqshjg 63 27 least least RBS cord-296739-ujsqshjg 63 28 three three CD cord-296739-ujsqshjg 63 29 days day NNS cord-296739-ujsqshjg 63 30 for for IN cord-296739-ujsqshjg 63 31 surgery surgery NN cord-296739-ujsqshjg 63 32 ( ( -LRB- cord-296739-ujsqshjg 63 33 i.e. i.e. FW cord-296739-ujsqshjg 63 34 , , , cord-296739-ujsqshjg 63 35 from from IN cord-296739-ujsqshjg 63 36 Friday Friday NNP cord-296739-ujsqshjg 63 37 to to IN cord-296739-ujsqshjg 63 38 Monday Monday NNP cord-296739-ujsqshjg 63 39 ) ) -RRB- cord-296739-ujsqshjg 63 40 . . . cord-296739-ujsqshjg 64 1 The the DT cord-296739-ujsqshjg 64 2 start start NN cord-296739-ujsqshjg 64 3 date date NN cord-296739-ujsqshjg 64 4 , , , cord-296739-ujsqshjg 64 5 October October NNP cord-296739-ujsqshjg 64 6 1 1 CD cord-296739-ujsqshjg 64 7 , , , cord-296739-ujsqshjg 64 8 2015 2015 CD cord-296739-ujsqshjg 64 9 , , , cord-296739-ujsqshjg 64 10 was be VBD cord-296739-ujsqshjg 64 11 selected select VBN cord-296739-ujsqshjg 64 12 because because IN cord-296739-ujsqshjg 64 13 that that DT cord-296739-ujsqshjg 64 14 was be VBD cord-296739-ujsqshjg 64 15 the the DT cord-296739-ujsqshjg 64 16 change change NN cord-296739-ujsqshjg 64 17 date date NN cord-296739-ujsqshjg 64 18 in in IN cord-296739-ujsqshjg 64 19 the the DT cord-296739-ujsqshjg 64 20 United United NNP cord-296739-ujsqshjg 64 21 States States NNP cord-296739-ujsqshjg 64 22 when when WRB cord-296739-ujsqshjg 64 23 all all DT cord-296739-ujsqshjg 64 24 inpatient inpatient JJ cord-296739-ujsqshjg 64 25 procedures procedure NNS cord-296739-ujsqshjg 64 26 were be VBD cord-296739-ujsqshjg 64 27 required require VBN cord-296739-ujsqshjg 64 28 to to TO cord-296739-ujsqshjg 64 29 be be VB cord-296739-ujsqshjg 64 30 coded code VBN cord-296739-ujsqshjg 64 31 using use VBG cord-296739-ujsqshjg 64 32 the the DT cord-296739-ujsqshjg 64 33 International International NNP cord-296739-ujsqshjg 64 34 Classification Classification NNP cord-296739-ujsqshjg 64 35 of of IN cord-296739-ujsqshjg 64 36 Diseases Diseases NNPS cord-296739-ujsqshjg 64 37 Version Version NNP cord-296739-ujsqshjg 64 38 10 10 CD cord-296739-ujsqshjg 64 39 Procedure Procedure NNP cord-296739-ujsqshjg 64 40 Coding coding NN cord-296739-ujsqshjg 64 41 System system NN cord-296739-ujsqshjg 64 42 ( ( -LRB- cord-296739-ujsqshjg 64 43 ICD-10-PCS icd-10-pcs NN cord-296739-ujsqshjg 64 44 ) ) -RRB- cord-296739-ujsqshjg 64 45 . . . cord-296739-ujsqshjg 65 1 We -PRON- PRP cord-296739-ujsqshjg 65 2 therefore therefore RB cord-296739-ujsqshjg 65 3 only only RB cord-296739-ujsqshjg 65 4 needed need VBD cord-296739-ujsqshjg 65 5 to to TO cord-296739-ujsqshjg 65 6 use use VB cord-296739-ujsqshjg 65 7 the the DT cord-296739-ujsqshjg 65 8 CCS CCS NNP cord-296739-ujsqshjg 65 9 categories category NNS cord-296739-ujsqshjg 65 10 obtained obtain VBN cord-296739-ujsqshjg 65 11 from from IN cord-296739-ujsqshjg 65 12 ICD-10-PCS icd-10-pcs NN cord-296739-ujsqshjg 65 13 and and CC cord-296739-ujsqshjg 65 14 for for IN cord-296739-ujsqshjg 65 15 Current current JJ cord-296739-ujsqshjg 65 16 Procedural procedural JJ cord-296739-ujsqshjg 65 17 Terminology terminology NN cord-296739-ujsqshjg 65 18 ( ( -LRB- cord-296739-ujsqshjg 65 19 CPT CPT NNP cord-296739-ujsqshjg 65 20 ) ) -RRB- cord-296739-ujsqshjg 65 21 codes code NNS cord-296739-ujsqshjg 65 22 [ [ -LRB- cord-296739-ujsqshjg 65 23 3 3 CD cord-296739-ujsqshjg 65 24 , , , cord-296739-ujsqshjg 65 25 4 4 CD cord-296739-ujsqshjg 65 26 ] ] -RRB- cord-296739-ujsqshjg 65 27 . . . cord-296739-ujsqshjg 66 1 The the DT cord-296739-ujsqshjg 66 2 last last JJ cord-296739-ujsqshjg 66 3 date date NN cord-296739-ujsqshjg 66 4 of of IN cord-296739-ujsqshjg 66 5 cases case NNS cord-296739-ujsqshjg 66 6 was be VBD cord-296739-ujsqshjg 66 7 June June NNP cord-296739-ujsqshjg 66 8 30 30 CD cord-296739-ujsqshjg 66 9 , , , cord-296739-ujsqshjg 66 10 2020 2020 CD cord-296739-ujsqshjg 66 11 , , , cord-296739-ujsqshjg 66 12 the the DT cord-296739-ujsqshjg 66 13 end end NN cord-296739-ujsqshjg 66 14 of of IN cord-296739-ujsqshjg 66 15 the the DT cord-296739-ujsqshjg 66 16 last last JJ cord-296739-ujsqshjg 66 17 full full JJ cord-296739-ujsqshjg 66 18 quarter quarter NN cord-296739-ujsqshjg 66 19 in in IN cord-296739-ujsqshjg 66 20 2020 2020 CD cord-296739-ujsqshjg 66 21 before before IN cord-296739-ujsqshjg 66 22 data datum NNS cord-296739-ujsqshjg 66 23 analysis analysis NN cord-296739-ujsqshjg 66 24 . . . cord-296739-ujsqshjg 67 1 LOS LOS NNP cord-296739-ujsqshjg 67 2 was be VBD cord-296739-ujsqshjg 67 3 estimated estimate VBN cord-296739-ujsqshjg 67 4 with with IN cord-296739-ujsqshjg 67 5 discharge discharge NN cord-296739-ujsqshjg 67 6 data datum NNS cord-296739-ujsqshjg 67 7 through through IN cord-296739-ujsqshjg 67 8 August August NNP cord-296739-ujsqshjg 67 9 2020 2020 CD cord-296739-ujsqshjg 67 10 . . . cord-296739-ujsqshjg 68 1 There there EX cord-296739-ujsqshjg 68 2 were be VBD cord-296739-ujsqshjg 68 3 12 12 CD cord-296739-ujsqshjg 68 4 four four CD cord-296739-ujsqshjg 68 5 - - HYPH cord-296739-ujsqshjg 68 6 week week NN cord-296739-ujsqshjg 68 7 periods period NNS cord-296739-ujsqshjg 68 8 available available JJ cord-296739-ujsqshjg 68 9 for for IN cord-296739-ujsqshjg 68 10 testing testing NN cord-296739-ujsqshjg 68 11 during during IN cord-296739-ujsqshjg 68 12 the the DT cord-296739-ujsqshjg 68 13 final final JJ cord-296739-ujsqshjg 68 14 year year NN cord-296739-ujsqshjg 68 15 . . . cord-296739-ujsqshjg 69 1 Table table NN cord-296739-ujsqshjg 69 2 2 2 CD cord-296739-ujsqshjg 69 3 shows show VBZ cord-296739-ujsqshjg 69 4 that that IN cord-296739-ujsqshjg 69 5 the the DT cord-296739-ujsqshjg 69 6 distribution distribution NN cord-296739-ujsqshjg 69 7 of of IN cord-296739-ujsqshjg 69 8 included include VBN cord-296739-ujsqshjg 69 9 cases case NNS cord-296739-ujsqshjg 69 10 among among IN cord-296739-ujsqshjg 69 11 surgical surgical JJ cord-296739-ujsqshjg 69 12 specialties specialty NNS cord-296739-ujsqshjg 69 13 was be VBD cord-296739-ujsqshjg 69 14 similar similar JJ cord-296739-ujsqshjg 69 15 between between IN cord-296739-ujsqshjg 69 16 the the DT cord-296739-ujsqshjg 69 17 two two CD cord-296739-ujsqshjg 69 18 periods period NNS cord-296739-ujsqshjg 69 19 . . . cord-296739-ujsqshjg 70 1 The the DT cord-296739-ujsqshjg 70 2 sample sample NN cord-296739-ujsqshjg 70 3 sizes size NNS cord-296739-ujsqshjg 70 4 are be VBP cord-296739-ujsqshjg 70 5 explained explain VBN cord-296739-ujsqshjg 70 6 in in IN cord-296739-ujsqshjg 70 7 Table Table NNP cord-296739-ujsqshjg 70 8 1 1 CD cord-296739-ujsqshjg 70 9 For for IN cord-296739-ujsqshjg 70 10 assigning assign VBG cord-296739-ujsqshjg 70 11 a a DT cord-296739-ujsqshjg 70 12 CCS CCS NNP cord-296739-ujsqshjg 70 13 category category NN cord-296739-ujsqshjg 70 14 to to IN cord-296739-ujsqshjg 70 15 each each DT cord-296739-ujsqshjg 70 16 case case NN cord-296739-ujsqshjg 70 17 , , , cord-296739-ujsqshjg 70 18 the the DT cord-296739-ujsqshjg 70 19 vast vast JJ cord-296739-ujsqshjg 70 20 majority majority NN cord-296739-ujsqshjg 70 21 of of IN cord-296739-ujsqshjg 70 22 cases case NNS cord-296739-ujsqshjg 70 23 had have VBD cord-296739-ujsqshjg 70 24 only only RB cord-296739-ujsqshjg 70 25 one one CD cord-296739-ujsqshjg 70 26 procedure procedure NN cord-296739-ujsqshjg 70 27 , , , cord-296739-ujsqshjg 70 28 or or CC cord-296739-ujsqshjg 70 29 when when WRB cord-296739-ujsqshjg 70 30 more more JJR cord-296739-ujsqshjg 70 31 than than IN cord-296739-ujsqshjg 70 32 one one CD cord-296739-ujsqshjg 70 33 procedure procedure NN cord-296739-ujsqshjg 70 34 was be VBD cord-296739-ujsqshjg 70 35 performed perform VBN cord-296739-ujsqshjg 70 36 during during IN cord-296739-ujsqshjg 70 37 the the DT cord-296739-ujsqshjg 70 38 case case NN cord-296739-ujsqshjg 70 39 , , , cord-296739-ujsqshjg 70 40 all all DT cord-296739-ujsqshjg 70 41 procedures procedure NNS cord-296739-ujsqshjg 70 42 performed perform VBN cord-296739-ujsqshjg 70 43 were be VBD cord-296739-ujsqshjg 70 44 of of IN cord-296739-ujsqshjg 70 45 the the DT cord-296739-ujsqshjg 70 46 same same JJ cord-296739-ujsqshjg 70 47 category category NN cord-296739-ujsqshjg 70 48 . . . cord-296739-ujsqshjg 71 1 When when WRB cord-296739-ujsqshjg 71 2 a a DT cord-296739-ujsqshjg 71 3 case case NN cord-296739-ujsqshjg 71 4 included include VBD cord-296739-ujsqshjg 71 5 more more JJR cord-296739-ujsqshjg 71 6 than than IN cord-296739-ujsqshjg 71 7 one one CD cord-296739-ujsqshjg 71 8 procedure procedure NN cord-296739-ujsqshjg 71 9 and and CC cord-296739-ujsqshjg 71 10 the the DT cord-296739-ujsqshjg 71 11 procedures procedure NNS cord-296739-ujsqshjg 71 12 mapped map VBN cord-296739-ujsqshjg 71 13 to to IN cord-296739-ujsqshjg 71 14 more more JJR cord-296739-ujsqshjg 71 15 than than IN cord-296739-ujsqshjg 71 16 one one CD cord-296739-ujsqshjg 71 17 CCS CCS NNP cord-296739-ujsqshjg 71 18 category category NN cord-296739-ujsqshjg 71 19 , , , cord-296739-ujsqshjg 71 20 we -PRON- PRP cord-296739-ujsqshjg 71 21 used use VBD cord-296739-ujsqshjg 71 22 data datum NNS cord-296739-ujsqshjg 71 23 from from IN cord-296739-ujsqshjg 71 24 the the DT cord-296739-ujsqshjg 71 25 State State NNP cord-296739-ujsqshjg 71 26 of of IN cord-296739-ujsqshjg 71 27 Florida Florida NNP cord-296739-ujsqshjg 71 28 [ [ -LRB- cord-296739-ujsqshjg 71 29 2 2 CD cord-296739-ujsqshjg 71 30 ] ] -RRB- cord-296739-ujsqshjg 71 31 . . . cord-296739-ujsqshjg 72 1 For for IN cord-296739-ujsqshjg 72 2 each each DT cord-296739-ujsqshjg 72 3 CCS CCS NNP cord-296739-ujsqshjg 72 4 category category NN cord-296739-ujsqshjg 72 5 of of IN cord-296739-ujsqshjg 72 6 major major JJ cord-296739-ujsqshjg 72 7 therapeutic therapeutic JJ cord-296739-ujsqshjg 72 8 procedures procedure NNS cord-296739-ujsqshjg 72 9 , , , cord-296739-ujsqshjg 72 10 we -PRON- PRP cord-296739-ujsqshjg 72 11 have have VBP cord-296739-ujsqshjg 72 12 previously previously RB cord-296739-ujsqshjg 72 13 used use VBN cord-296739-ujsqshjg 72 14 the the DT cord-296739-ujsqshjg 72 15 percentage percentage NN cord-296739-ujsqshjg 72 16 of of IN cord-296739-ujsqshjg 72 17 patients patient NNS cord-296739-ujsqshjg 72 18 in in IN cord-296739-ujsqshjg 72 19 Florida Florida NNP cord-296739-ujsqshjg 72 20 in in IN cord-296739-ujsqshjg 72 21 2018 2018 CD cord-296739-ujsqshjg 72 22 who who WP cord-296739-ujsqshjg 72 23 had have VBD cord-296739-ujsqshjg 72 24 LOS LOS NNP cord-296739-ujsqshjg 72 25 of of IN cord-296739-ujsqshjg 72 26 < < NNP cord-296739-ujsqshjg 72 27 2 2 CD cord-296739-ujsqshjg 72 28 days day NNS cord-296739-ujsqshjg 72 29 [ [ -LRB- cord-296739-ujsqshjg 72 30 2 2 CD cord-296739-ujsqshjg 72 31 ] ] -RRB- cord-296739-ujsqshjg 72 32 . . . cord-296739-ujsqshjg 73 1 The the DT cord-296739-ujsqshjg 73 2 CCS CCS NNP cord-296739-ujsqshjg 73 3 assigned assign VBN cord-296739-ujsqshjg 73 4 to to IN cord-296739-ujsqshjg 73 5 the the DT cord-296739-ujsqshjg 73 6 case case NN cord-296739-ujsqshjg 73 7 at at IN cord-296739-ujsqshjg 73 8 the the DT cord-296739-ujsqshjg 73 9 study study NN cord-296739-ujsqshjg 73 10 hospital hospital NN cord-296739-ujsqshjg 73 11 was be VBD cord-296739-ujsqshjg 73 12 the the DT cord-296739-ujsqshjg 73 13 CCS CCS NNP cord-296739-ujsqshjg 73 14 with with IN cord-296739-ujsqshjg 73 15 the the DT cord-296739-ujsqshjg 73 16 smallest small JJS cord-296739-ujsqshjg 73 17 percentage percentage NN cord-296739-ujsqshjg 73 18 of of IN cord-296739-ujsqshjg 73 19 patients patient NNS cord-296739-ujsqshjg 73 20 with with IN cord-296739-ujsqshjg 73 21 LOS LOS NNP cord-296739-ujsqshjg 73 22 of of IN cord-296739-ujsqshjg 73 23 < < NNP cord-296739-ujsqshjg 73 24 2 2 CD cord-296739-ujsqshjg 73 25 days day NNS cord-296739-ujsqshjg 73 26 [ [ -LRB- cord-296739-ujsqshjg 73 27 2 2 CD cord-296739-ujsqshjg 73 28 ] ] -RRB- cord-296739-ujsqshjg 73 29 . . . cord-296739-ujsqshjg 74 1 The the DT cord-296739-ujsqshjg 74 2 10 10 CD cord-296739-ujsqshjg 74 3 most most RBS cord-296739-ujsqshjg 74 4 common common JJ cord-296739-ujsqshjg 74 5 of of IN cord-296739-ujsqshjg 74 6 the the DT cord-296739-ujsqshjg 74 7 185 185 CD cord-296739-ujsqshjg 74 8 observed observe VBN cord-296739-ujsqshjg 74 9 CCS CCS NNP cord-296739-ujsqshjg 74 10 categories category NNS cord-296739-ujsqshjg 74 11 are be VBP cord-296739-ujsqshjg 74 12 listed list VBN cord-296739-ujsqshjg 74 13 in in IN cord-296739-ujsqshjg 74 14 Table Table NNP cord-296739-ujsqshjg 74 15 3 3 CD cord-296739-ujsqshjg 74 16 . . . cord-296739-ujsqshjg 74 17 _SP cord-296739-ujsqshjg 75 1 All all DT cord-296739-ujsqshjg 75 2 estimation estimation NN cord-296739-ujsqshjg 75 3 for for IN cord-296739-ujsqshjg 75 4 cases case NNS cord-296739-ujsqshjg 75 5 performed perform VBN cord-296739-ujsqshjg 75 6 during during IN cord-296739-ujsqshjg 75 7 each each DT cord-296739-ujsqshjg 75 8 quarter quarter NN cord-296739-ujsqshjg 75 9 corresponding correspond VBG cord-296739-ujsqshjg 75 10 to to IN cord-296739-ujsqshjg 75 11 the the DT cord-296739-ujsqshjg 75 12 test test NN cord-296739-ujsqshjg 75 13 dataset dataset NN cord-296739-ujsqshjg 75 14 was be VBD cord-296739-ujsqshjg 75 15 done do VBN cord-296739-ujsqshjg 75 16 based base VBN cord-296739-ujsqshjg 75 17 on on IN cord-296739-ujsqshjg 75 18 the the DT cord-296739-ujsqshjg 75 19 LOS LOS NNP cord-296739-ujsqshjg 75 20 percentages percentage NNS cord-296739-ujsqshjg 75 21 from from IN cord-296739-ujsqshjg 75 22 cases case NNS cord-296739-ujsqshjg 75 23 performed perform VBN cord-296739-ujsqshjg 75 24 before before IN cord-296739-ujsqshjg 75 25 the the DT cord-296739-ujsqshjg 75 26 start start NN cord-296739-ujsqshjg 75 27 of of IN cord-296739-ujsqshjg 75 28 that that DT cord-296739-ujsqshjg 75 29 quarter quarter NN cord-296739-ujsqshjg 75 30 ( ( -LRB- cord-296739-ujsqshjg 75 31 Table table NN cord-296739-ujsqshjg 75 32 1 1 CD cord-296739-ujsqshjg 75 33 ) ) -RRB- cord-296739-ujsqshjg 75 34 . . . cord-296739-ujsqshjg 76 1 We -PRON- PRP cord-296739-ujsqshjg 76 2 applied apply VBD cord-296739-ujsqshjg 76 3 this this DT cord-296739-ujsqshjg 76 4 approach approach NN cord-296739-ujsqshjg 76 5 because because IN cord-296739-ujsqshjg 76 6 we -PRON- PRP cord-296739-ujsqshjg 76 7 expect expect VBP cord-296739-ujsqshjg 76 8 that that IN cord-296739-ujsqshjg 76 9 many many JJ cord-296739-ujsqshjg 76 10 hospitals hospital NNS cord-296739-ujsqshjg 76 11 would would MD cord-296739-ujsqshjg 76 12 not not RB cord-296739-ujsqshjg 76 13 update update VB cord-296739-ujsqshjg 76 14 computer computer NN cord-296739-ujsqshjg 76 15 tables table NNS cord-296739-ujsqshjg 76 16 more more RBR cord-296739-ujsqshjg 76 17 frequently frequently RB cord-296739-ujsqshjg 76 18 than than IN cord-296739-ujsqshjg 76 19 on on IN cord-296739-ujsqshjg 76 20 a a DT cord-296739-ujsqshjg 76 21 quarterly quarterly JJ cord-296739-ujsqshjg 76 22 basis basis NN cord-296739-ujsqshjg 76 23 . . . cord-296739-ujsqshjg 77 1 For for IN cord-296739-ujsqshjg 77 2 example example NN cord-296739-ujsqshjg 77 3 , , , cord-296739-ujsqshjg 77 4 estimates estimate NNS cord-296739-ujsqshjg 77 5 of of IN cord-296739-ujsqshjg 77 6 the the DT cord-296739-ujsqshjg 77 7 percentage percentage NN cord-296739-ujsqshjg 77 8 of of IN cord-296739-ujsqshjg 77 9 cases case NNS cord-296739-ujsqshjg 77 10 with with IN cord-296739-ujsqshjg 77 11 LOS LOS NNP cord-296739-ujsqshjg 77 12 of of IN cord-296739-ujsqshjg 77 13 < < NNP cord-296739-ujsqshjg 77 14 2 2 CD cord-296739-ujsqshjg 77 15 days day NNS cord-296739-ujsqshjg 77 16 for for IN cord-296739-ujsqshjg 77 17 all all DT cord-296739-ujsqshjg 77 18 cases case NNS cord-296739-ujsqshjg 77 19 in in IN cord-296739-ujsqshjg 77 20 the the DT cord-296739-ujsqshjg 77 21 19th 19th JJ cord-296739-ujsqshjg 77 22 quarter quarter NN cord-296739-ujsqshjg 77 23 were be VBD cord-296739-ujsqshjg 77 24 forecast forecast VBN cord-296739-ujsqshjg 77 25 using use VBG cord-296739-ujsqshjg 77 26 workdays workday NNS cord-296739-ujsqshjg 77 27 in in IN cord-296739-ujsqshjg 77 28 one one CD cord-296739-ujsqshjg 77 29 or or CC cord-296739-ujsqshjg 77 30 more more JJR cord-296739-ujsqshjg 77 31 of of IN cord-296739-ujsqshjg 77 32 the the DT cord-296739-ujsqshjg 77 33 preceding precede VBG cord-296739-ujsqshjg 77 34 18 18 CD cord-296739-ujsqshjg 77 35 quarters quarter NNS cord-296739-ujsqshjg 77 36 . . . cord-296739-ujsqshjg 78 1 From from IN cord-296739-ujsqshjg 78 2 each each DT cord-296739-ujsqshjg 78 3 quarter quarter NN cord-296739-ujsqshjg 78 4 , , , cord-296739-ujsqshjg 78 5 the the DT cord-296739-ujsqshjg 78 6 data datum NNS cord-296739-ujsqshjg 78 7 used use VBN cord-296739-ujsqshjg 78 8 were be VBD cord-296739-ujsqshjg 78 9 the the DT cord-296739-ujsqshjg 78 10 count count NN cord-296739-ujsqshjg 78 11 of of IN cord-296739-ujsqshjg 78 12 elective elective JJ cord-296739-ujsqshjg 78 13 cases case NNS cord-296739-ujsqshjg 78 14 for for IN cord-296739-ujsqshjg 78 15 each each DT cord-296739-ujsqshjg 78 16 of of IN cord-296739-ujsqshjg 78 17 the the DT cord-296739-ujsqshjg 78 18 categories category NNS cord-296739-ujsqshjg 78 19 and and CC cord-296739-ujsqshjg 78 20 the the DT cord-296739-ujsqshjg 78 21 count count NN cord-296739-ujsqshjg 78 22 of of IN cord-296739-ujsqshjg 78 23 such such JJ cord-296739-ujsqshjg 78 24 cases case NNS cord-296739-ujsqshjg 78 25 with with IN cord-296739-ujsqshjg 78 26 LOS LOS NNP cord-296739-ujsqshjg 78 27 of of IN cord-296739-ujsqshjg 78 28 < < NNP cord-296739-ujsqshjg 78 29 2 2 CD cord-296739-ujsqshjg 78 30 days day NNS cord-296739-ujsqshjg 78 31 . . . cord-296739-ujsqshjg 79 1 Estimation estimation NN cord-296739-ujsqshjg 79 2 for for IN cord-296739-ujsqshjg 79 3 each each DT cord-296739-ujsqshjg 79 4 quarter quarter NN cord-296739-ujsqshjg 79 5 proceeded proceed VBD cord-296739-ujsqshjg 79 6 as as IN cord-296739-ujsqshjg 79 7 described describe VBN cord-296739-ujsqshjg 79 8 below below RB cord-296739-ujsqshjg 79 9 . . . cord-296739-ujsqshjg 80 1 For for IN cord-296739-ujsqshjg 80 2 each each DT cord-296739-ujsqshjg 80 3 category category NN cord-296739-ujsqshjg 80 4 of of IN cord-296739-ujsqshjg 80 5 procedure procedure NN cord-296739-ujsqshjg 80 6 , , , cord-296739-ujsqshjg 80 7 we -PRON- PRP cord-296739-ujsqshjg 80 8 calculated calculate VBD cord-296739-ujsqshjg 80 9 the the DT cord-296739-ujsqshjg 80 10 cumulative cumulative JJ cord-296739-ujsqshjg 80 11 count count NN cord-296739-ujsqshjg 80 12 of of IN cord-296739-ujsqshjg 80 13 cases case NNS cord-296739-ujsqshjg 80 14 among among IN cord-296739-ujsqshjg 80 15 quarters quarter NNS cord-296739-ujsqshjg 80 16 , , , cord-296739-ujsqshjg 80 17 from from IN cord-296739-ujsqshjg 80 18 the the DT cord-296739-ujsqshjg 80 19 most most RBS cord-296739-ujsqshjg 80 20 recent recent JJ cord-296739-ujsqshjg 80 21 quarter quarter NN cord-296739-ujsqshjg 80 22 , , , cord-296739-ujsqshjg 80 23 second second RB cord-296739-ujsqshjg 80 24 most most RBS cord-296739-ujsqshjg 80 25 recent recent JJ cord-296739-ujsqshjg 80 26 quarter quarter NN cord-296739-ujsqshjg 80 27 , , , cord-296739-ujsqshjg 80 28 and and CC cord-296739-ujsqshjg 80 29 so so RB cord-296739-ujsqshjg 80 30 forth forth RB cord-296739-ujsqshjg 80 31 up up IN cord-296739-ujsqshjg 80 32 to to IN cord-296739-ujsqshjg 80 33 the the DT cord-296739-ujsqshjg 80 34 quarter quarter NN cord-296739-ujsqshjg 80 35 resulting result VBG cord-296739-ujsqshjg 80 36 in in IN cord-296739-ujsqshjg 80 37 at at RB cord-296739-ujsqshjg 80 38 least least RBS cord-296739-ujsqshjg 80 39 800 800 CD cord-296739-ujsqshjg 80 40 cases case NNS cord-296739-ujsqshjg 80 41 . . . cord-296739-ujsqshjg 81 1 If if IN cord-296739-ujsqshjg 81 2 all all DT cord-296739-ujsqshjg 81 3 preceding precede VBG cord-296739-ujsqshjg 81 4 quarters quarter NNS cord-296739-ujsqshjg 81 5 combined combine VBN cord-296739-ujsqshjg 81 6 had have VBD cord-296739-ujsqshjg 81 7 fewer few JJR cord-296739-ujsqshjg 81 8 than than IN cord-296739-ujsqshjg 81 9 800 800 CD cord-296739-ujsqshjg 81 10 cases case NNS cord-296739-ujsqshjg 81 11 , , , cord-296739-ujsqshjg 81 12 we -PRON- PRP cord-296739-ujsqshjg 81 13 included include VBD cord-296739-ujsqshjg 81 14 all all DT cord-296739-ujsqshjg 81 15 previous previous JJ cord-296739-ujsqshjg 81 16 cases case NNS cord-296739-ujsqshjg 81 17 . . . cord-296739-ujsqshjg 82 1 Among among IN cord-296739-ujsqshjg 82 2 the the DT cord-296739-ujsqshjg 82 3 185 185 CD cord-296739-ujsqshjg 82 4 observed observe VBD cord-296739-ujsqshjg 82 5 CCS CCS NNP cord-296739-ujsqshjg 82 6 categories category NNS cord-296739-ujsqshjg 82 7 of of IN cord-296739-ujsqshjg 82 8 procedure procedure NN cord-296739-ujsqshjg 82 9 , , , cord-296739-ujsqshjg 82 10 there there EX cord-296739-ujsqshjg 82 11 were be VBD cord-296739-ujsqshjg 82 12 133 133 CD cord-296739-ujsqshjg 82 13 with with IN cord-296739-ujsqshjg 82 14 fewer few JJR cord-296739-ujsqshjg 82 15 than than IN cord-296739-ujsqshjg 82 16 800 800 CD cord-296739-ujsqshjg 82 17 cases case NNS cord-296739-ujsqshjg 82 18 in in IN cord-296739-ujsqshjg 82 19 total total NN cord-296739-ujsqshjg 82 20 . . . cord-296739-ujsqshjg 83 1 The the DT cord-296739-ujsqshjg 83 2 choice choice NN cord-296739-ujsqshjg 83 3 of of IN cord-296739-ujsqshjg 83 4 800 800 CD cord-296739-ujsqshjg 83 5 cases case NNS cord-296739-ujsqshjg 83 6 was be VBD cord-296739-ujsqshjg 83 7 based base VBN cord-296739-ujsqshjg 83 8 on on IN cord-296739-ujsqshjg 83 9 the the DT cord-296739-ujsqshjg 83 10 results result NNS cord-296739-ujsqshjg 83 11 as as IN cord-296739-ujsqshjg 83 12 described describe VBN cord-296739-ujsqshjg 83 13 in in IN cord-296739-ujsqshjg 83 14 the the DT cord-296739-ujsqshjg 83 15 below below JJ cord-296739-ujsqshjg 83 16 paragraphs paragraph NNS cord-296739-ujsqshjg 83 17 . . . cord-296739-ujsqshjg 84 1 For for IN cord-296739-ujsqshjg 84 2 each each DT cord-296739-ujsqshjg 84 3 combination combination NN cord-296739-ujsqshjg 84 4 of of IN cord-296739-ujsqshjg 84 5 category category NN cord-296739-ujsqshjg 84 6 and and CC cord-296739-ujsqshjg 84 7 quarter quarter NN cord-296739-ujsqshjg 84 8 , , , cord-296739-ujsqshjg 84 9 we -PRON- PRP cord-296739-ujsqshjg 84 10 used use VBD cord-296739-ujsqshjg 84 11 the the DT cord-296739-ujsqshjg 84 12 cumulative cumulative JJ cord-296739-ujsqshjg 84 13 counts count NNS cord-296739-ujsqshjg 84 14 of of IN cord-296739-ujsqshjg 84 15 cases case NNS cord-296739-ujsqshjg 84 16 and and CC cord-296739-ujsqshjg 84 17 cases case NNS cord-296739-ujsqshjg 84 18 with with IN cord-296739-ujsqshjg 84 19 LOS LOS NNP cord-296739-ujsqshjg 84 20 of of IN cord-296739-ujsqshjg 84 21 < < NNP cord-296739-ujsqshjg 84 22 2 2 CD cord-296739-ujsqshjg 84 23 days day NNS cord-296739-ujsqshjg 84 24 , , , cord-296739-ujsqshjg 84 25 excluding exclude VBG cord-296739-ujsqshjg 84 26 the the DT cord-296739-ujsqshjg 84 27 current current JJ cord-296739-ujsqshjg 84 28 quarter quarter NN cord-296739-ujsqshjg 84 29 . . . cord-296739-ujsqshjg 85 1 For for IN cord-296739-ujsqshjg 85 2 each each DT cord-296739-ujsqshjg 85 3 category category NN cord-296739-ujsqshjg 85 4 of of IN cord-296739-ujsqshjg 85 5 procedures procedure NNS cord-296739-ujsqshjg 85 6 , , , cord-296739-ujsqshjg 85 7 and and CC cord-296739-ujsqshjg 85 8 for for IN cord-296739-ujsqshjg 85 9 each each DT cord-296739-ujsqshjg 85 10 of of IN cord-296739-ujsqshjg 85 11 the the DT cord-296739-ujsqshjg 85 12 preceding precede VBG cord-296739-ujsqshjg 85 13 quarters quarter NNS cord-296739-ujsqshjg 85 14 included include VBN cord-296739-ujsqshjg 85 15 for for IN cord-296739-ujsqshjg 85 16 the the DT cord-296739-ujsqshjg 85 17 category category NN cord-296739-ujsqshjg 85 18 , , , cord-296739-ujsqshjg 85 19 we -PRON- PRP cord-296739-ujsqshjg 85 20 used use VBD cord-296739-ujsqshjg 85 21 the the DT cord-296739-ujsqshjg 85 22 cumulative cumulative JJ cord-296739-ujsqshjg 85 23 counts count NNS cord-296739-ujsqshjg 85 24 to to TO cord-296739-ujsqshjg 85 25 calculate calculate VB cord-296739-ujsqshjg 85 26 the the DT cord-296739-ujsqshjg 85 27 asymptotic asymptotic JJ cord-296739-ujsqshjg 85 28 SE se NN cord-296739-ujsqshjg 85 29 for for IN cord-296739-ujsqshjg 85 30 the the DT cord-296739-ujsqshjg 85 31 proportion proportion NN cord-296739-ujsqshjg 85 32 of of IN cord-296739-ujsqshjg 85 33 cases case NNS cord-296739-ujsqshjg 85 34 with with IN cord-296739-ujsqshjg 85 35 LOS LOS NNP cord-296739-ujsqshjg 85 36 of of IN cord-296739-ujsqshjg 85 37 < < NNP cord-296739-ujsqshjg 85 38 2 2 CD cord-296739-ujsqshjg 85 39 days day NNS cord-296739-ujsqshjg 85 40 . . . cord-296739-ujsqshjg 86 1 That that DT cord-296739-ujsqshjg 86 2 equaled equal VBD cord-296739-ujsqshjg 86 3 the the DT cord-296739-ujsqshjg 86 4 square square JJ cord-296739-ujsqshjg 86 5 root root NN cord-296739-ujsqshjg 86 6 of of IN cord-296739-ujsqshjg 86 7 three three CD cord-296739-ujsqshjg 86 8 terms term NNS cord-296739-ujsqshjg 87 1 : : : cord-296739-ujsqshjg 87 2 the the DT cord-296739-ujsqshjg 87 3 proportion proportion NN cord-296739-ujsqshjg 87 4 multiplied multiply VBN cord-296739-ujsqshjg 87 5 by by IN cord-296739-ujsqshjg 87 6 the the DT cord-296739-ujsqshjg 87 7 quantity quantity NN cord-296739-ujsqshjg 87 8 one one CD cord-296739-ujsqshjg 87 9 minus minus IN cord-296739-ujsqshjg 87 10 the the DT cord-296739-ujsqshjg 87 11 proportion proportion NN cord-296739-ujsqshjg 87 12 then then RB cord-296739-ujsqshjg 87 13 divided divide VBN cord-296739-ujsqshjg 87 14 by by IN cord-296739-ujsqshjg 87 15 the the DT cord-296739-ujsqshjg 87 16 count count NN cord-296739-ujsqshjg 87 17 of of IN cord-296739-ujsqshjg 87 18 cases case NNS cord-296739-ujsqshjg 87 19 among among IN cord-296739-ujsqshjg 87 20 the the DT cord-296739-ujsqshjg 87 21 included include VBN cord-296739-ujsqshjg 87 22 preceding precede VBG cord-296739-ujsqshjg 87 23 quarters quarter NNS cord-296739-ujsqshjg 87 24 . . . cord-296739-ujsqshjg 88 1 If if IN cord-296739-ujsqshjg 88 2 all all DT cord-296739-ujsqshjg 88 3 preceding precede VBG cord-296739-ujsqshjg 88 4 quarters quarter NNS cord-296739-ujsqshjg 88 5 combined combine VBN cord-296739-ujsqshjg 88 6 provided provide VBD cord-296739-ujsqshjg 88 7 a a DT cord-296739-ujsqshjg 88 8 sample sample NN cord-296739-ujsqshjg 88 9 size size NN cord-296739-ujsqshjg 88 10 such such JJ cord-296739-ujsqshjg 88 11 that that IN cord-296739-ujsqshjg 88 12 the the DT cord-296739-ujsqshjg 88 13 estimated estimate VBN cord-296739-ujsqshjg 88 14 SE SE NNP cord-296739-ujsqshjg 88 15 for for IN cord-296739-ujsqshjg 88 16 the the DT cord-296739-ujsqshjg 88 17 proportion proportion NN cord-296739-ujsqshjg 88 18 exceeded exceed VBD cord-296739-ujsqshjg 88 19 1.25 1.25 CD cord-296739-ujsqshjg 88 20 % % NN cord-296739-ujsqshjg 88 21 , , , cord-296739-ujsqshjg 88 22 we -PRON- PRP cord-296739-ujsqshjg 88 23 included include VBD cord-296739-ujsqshjg 88 24 the the DT cord-296739-ujsqshjg 88 25 cases case NNS cord-296739-ujsqshjg 88 26 from from IN cord-296739-ujsqshjg 88 27 all all DT cord-296739-ujsqshjg 88 28 preceding precede VBG cord-296739-ujsqshjg 88 29 quarters quarter NNS cord-296739-ujsqshjg 88 30 . . . cord-296739-ujsqshjg 89 1 For for IN cord-296739-ujsqshjg 89 2 each each DT cord-296739-ujsqshjg 89 3 combination combination NN cord-296739-ujsqshjg 89 4 of of IN cord-296739-ujsqshjg 89 5 the the DT cord-296739-ujsqshjg 89 6 category category NN cord-296739-ujsqshjg 89 7 of of IN cord-296739-ujsqshjg 89 8 procedure procedure NN cord-296739-ujsqshjg 89 9 and and CC cord-296739-ujsqshjg 89 10 quarter quarter NN cord-296739-ujsqshjg 89 11 , , , cord-296739-ujsqshjg 89 12 we -PRON- PRP cord-296739-ujsqshjg 89 13 determined determine VBD cord-296739-ujsqshjg 89 14 the the DT cord-296739-ujsqshjg 89 15 smallest small JJS cord-296739-ujsqshjg 89 16 number number NN cord-296739-ujsqshjg 89 17 of of IN cord-296739-ujsqshjg 89 18 preceding precede VBG cord-296739-ujsqshjg 89 19 quarters quarter NNS cord-296739-ujsqshjg 89 20 needed need VBN cord-296739-ujsqshjg 89 21 to to TO cord-296739-ujsqshjg 89 22 be be VB cord-296739-ujsqshjg 89 23 included include VBN cord-296739-ujsqshjg 89 24 for for IN cord-296739-ujsqshjg 89 25 the the DT cord-296739-ujsqshjg 89 26 preceding precede VBG cord-296739-ujsqshjg 89 27 count count NN cord-296739-ujsqshjg 89 28 of of IN cord-296739-ujsqshjg 89 29 cases case NNS cord-296739-ujsqshjg 89 30 to to TO cord-296739-ujsqshjg 89 31 be be VB cord-296739-ujsqshjg 89 32 at at RB cord-296739-ujsqshjg 89 33 least least RBS cord-296739-ujsqshjg 89 34 800 800 CD cord-296739-ujsqshjg 89 35 . . . cord-296739-ujsqshjg 90 1 We -PRON- PRP cord-296739-ujsqshjg 90 2 also also RB cord-296739-ujsqshjg 90 3 determined determine VBD cord-296739-ujsqshjg 90 4 the the DT cord-296739-ujsqshjg 90 5 smallest small JJS cord-296739-ujsqshjg 90 6 number number NN cord-296739-ujsqshjg 90 7 of of IN cord-296739-ujsqshjg 90 8 preceding precede VBG cord-296739-ujsqshjg 90 9 quarters quarter NNS cord-296739-ujsqshjg 90 10 needed need VBN cord-296739-ujsqshjg 90 11 to to TO cord-296739-ujsqshjg 90 12 be be VB cord-296739-ujsqshjg 90 13 included include VBN cord-296739-ujsqshjg 90 14 for for IN cord-296739-ujsqshjg 90 15 the the DT cord-296739-ujsqshjg 90 16 estimated estimate VBN cord-296739-ujsqshjg 90 17 SE SE NNP cord-296739-ujsqshjg 90 18 of of IN cord-296739-ujsqshjg 90 19 the the DT cord-296739-ujsqshjg 90 20 proportion proportion NN cord-296739-ujsqshjg 90 21 to to TO cord-296739-ujsqshjg 90 22 be be VB cord-296739-ujsqshjg 90 23 ≤1.25 ≤1.25 `` cord-296739-ujsqshjg 90 24 % % NN cord-296739-ujsqshjg 90 25 . . . cord-296739-ujsqshjg 91 1 We -PRON- PRP cord-296739-ujsqshjg 91 2 used use VBD cord-296739-ujsqshjg 91 3 whichever whichever RB cord-296739-ujsqshjg 91 4 of of IN cord-296739-ujsqshjg 91 5 the the DT cord-296739-ujsqshjg 91 6 two two CD cord-296739-ujsqshjg 91 7 that that WDT cord-296739-ujsqshjg 91 8 permitted permit VBD cord-296739-ujsqshjg 91 9 the the DT cord-296739-ujsqshjg 91 10 use use NN cord-296739-ujsqshjg 91 11 of of IN cord-296739-ujsqshjg 91 12 fewer few JJR cord-296739-ujsqshjg 91 13 preceding precede VBG cord-296739-ujsqshjg 91 14 quarters quarter NNS cord-296739-ujsqshjg 91 15 of of IN cord-296739-ujsqshjg 91 16 data datum NNS cord-296739-ujsqshjg 91 17 . . . cord-296739-ujsqshjg 92 1 As as IN cord-296739-ujsqshjg 92 2 noted note VBN cord-296739-ujsqshjg 92 3 in in IN cord-296739-ujsqshjg 92 4 the the DT cord-296739-ujsqshjg 92 5 legend legend NN cord-296739-ujsqshjg 92 6 of of IN cord-296739-ujsqshjg 92 7 Table Table NNP cord-296739-ujsqshjg 92 8 1 1 CD cord-296739-ujsqshjg 92 9 , , , cord-296739-ujsqshjg 92 10 there there EX cord-296739-ujsqshjg 92 11 were be VBD cord-296739-ujsqshjg 92 12 N n NN cord-296739-ujsqshjg 92 13 = = SYM cord-296739-ujsqshjg 92 14 12 12 CD cord-296739-ujsqshjg 92 15 included include VBD cord-296739-ujsqshjg 92 16 four four CD cord-296739-ujsqshjg 92 17 - - HYPH cord-296739-ujsqshjg 92 18 week week NN cord-296739-ujsqshjg 92 19 periods period NNS cord-296739-ujsqshjg 92 20 during during IN cord-296739-ujsqshjg 92 21 the the DT cord-296739-ujsqshjg 92 22 final final JJ cord-296739-ujsqshjg 92 23 year year NN cord-296739-ujsqshjg 92 24 , , , cord-296739-ujsqshjg 92 25 comprising comprise VBG cord-296739-ujsqshjg 92 26 the the DT cord-296739-ujsqshjg 92 27 test test NN cord-296739-ujsqshjg 92 28 dataset dataset NN cord-296739-ujsqshjg 92 29 . . . cord-296739-ujsqshjg 93 1 For for IN cord-296739-ujsqshjg 93 2 each each DT cord-296739-ujsqshjg 93 3 of of IN cord-296739-ujsqshjg 93 4 the the DT cord-296739-ujsqshjg 93 5 four four CD cord-296739-ujsqshjg 93 6 - - HYPH cord-296739-ujsqshjg 93 7 week week NN cord-296739-ujsqshjg 93 8 periods period NNS cord-296739-ujsqshjg 93 9 , , , cord-296739-ujsqshjg 93 10 we -PRON- PRP cord-296739-ujsqshjg 93 11 calculated calculate VBD cord-296739-ujsqshjg 93 12 the the DT cord-296739-ujsqshjg 93 13 count count NN cord-296739-ujsqshjg 93 14 of of IN cord-296739-ujsqshjg 93 15 elective elective JJ cord-296739-ujsqshjg 93 16 cases case NNS cord-296739-ujsqshjg 93 17 , , , cord-296739-ujsqshjg 93 18 the the DT cord-296739-ujsqshjg 93 19 count count NN cord-296739-ujsqshjg 93 20 of of IN cord-296739-ujsqshjg 93 21 elective elective JJ cord-296739-ujsqshjg 93 22 cases case NNS cord-296739-ujsqshjg 93 23 for for IN cord-296739-ujsqshjg 93 24 each each DT cord-296739-ujsqshjg 93 25 of of IN cord-296739-ujsqshjg 93 26 the the DT cord-296739-ujsqshjg 93 27 categories category NNS cord-296739-ujsqshjg 93 28 of of IN cord-296739-ujsqshjg 93 29 procedures procedure NNS cord-296739-ujsqshjg 93 30 , , , cord-296739-ujsqshjg 93 31 as as RB cord-296739-ujsqshjg 93 32 well well RB cord-296739-ujsqshjg 93 33 as as IN cord-296739-ujsqshjg 93 34 the the DT cord-296739-ujsqshjg 93 35 count count NN cord-296739-ujsqshjg 93 36 of of IN cord-296739-ujsqshjg 93 37 such such JJ cord-296739-ujsqshjg 93 38 cases case NNS cord-296739-ujsqshjg 93 39 with with IN cord-296739-ujsqshjg 93 40 LOS LOS NNP cord-296739-ujsqshjg 93 41 of of IN cord-296739-ujsqshjg 93 42 < < NNP cord-296739-ujsqshjg 93 43 2 2 CD cord-296739-ujsqshjg 93 44 days day NNS cord-296739-ujsqshjg 93 45 for for IN cord-296739-ujsqshjg 93 46 each each DT cord-296739-ujsqshjg 93 47 of of IN cord-296739-ujsqshjg 93 48 the the DT cord-296739-ujsqshjg 93 49 categories category NNS cord-296739-ujsqshjg 93 50 . . . cord-296739-ujsqshjg 94 1 Applying apply VBG cord-296739-ujsqshjg 94 2 the the DT cord-296739-ujsqshjg 94 3 training training NN cord-296739-ujsqshjg 94 4 dataset dataset NN cord-296739-ujsqshjg 94 5 as as IN cord-296739-ujsqshjg 94 6 described describe VBN cord-296739-ujsqshjg 94 7 in in IN cord-296739-ujsqshjg 94 8 the the DT cord-296739-ujsqshjg 94 9 preceding precede VBG cord-296739-ujsqshjg 94 10 section section NN cord-296739-ujsqshjg 94 11 , , , cord-296739-ujsqshjg 94 12 we -PRON- PRP cord-296739-ujsqshjg 94 13 also also RB cord-296739-ujsqshjg 94 14 had have VBD cord-296739-ujsqshjg 94 15 for for IN cord-296739-ujsqshjg 94 16 each each DT cord-296739-ujsqshjg 94 17 case case NN cord-296739-ujsqshjg 94 18 performed perform VBN cord-296739-ujsqshjg 94 19 during during IN cord-296739-ujsqshjg 94 20 the the DT cord-296739-ujsqshjg 94 21 training training NN cord-296739-ujsqshjg 94 22 dataset dataset NN cord-296739-ujsqshjg 94 23 a a DT cord-296739-ujsqshjg 94 24 forecasted forecasted JJ cord-296739-ujsqshjg 94 25 probability probability NN cord-296739-ujsqshjg 94 26 that that IN cord-296739-ujsqshjg 94 27 the the DT cord-296739-ujsqshjg 94 28 case case NN cord-296739-ujsqshjg 94 29 would would MD cord-296739-ujsqshjg 94 30 have have VB cord-296739-ujsqshjg 94 31 LOS LOS NNP cord-296739-ujsqshjg 94 32 of of IN cord-296739-ujsqshjg 94 33 < < NNP cord-296739-ujsqshjg 94 34 2 2 CD cord-296739-ujsqshjg 94 35 days day NNS cord-296739-ujsqshjg 94 36 . . . cord-296739-ujsqshjg 95 1 We -PRON- PRP cord-296739-ujsqshjg 95 2 summed sum VBD cord-296739-ujsqshjg 95 3 the the DT cord-296739-ujsqshjg 95 4 forecasted forecast VBN cord-296739-ujsqshjg 95 5 probabilities probability NNS cord-296739-ujsqshjg 95 6 to to TO cord-296739-ujsqshjg 95 7 give give VB cord-296739-ujsqshjg 95 8 an an DT cord-296739-ujsqshjg 95 9 estimate estimate NN cord-296739-ujsqshjg 95 10 for for IN cord-296739-ujsqshjg 95 11 the the DT cord-296739-ujsqshjg 95 12 count count NN cord-296739-ujsqshjg 95 13 of of IN cord-296739-ujsqshjg 95 14 cases case NNS cord-296739-ujsqshjg 95 15 with with IN cord-296739-ujsqshjg 95 16 LOS LOS NNP cord-296739-ujsqshjg 95 17 of of IN cord-296739-ujsqshjg 95 18 < < NNP cord-296739-ujsqshjg 95 19 2 2 CD cord-296739-ujsqshjg 95 20 days day NNS cord-296739-ujsqshjg 95 21 during during IN cord-296739-ujsqshjg 95 22 the the DT cord-296739-ujsqshjg 95 23 period period NN cord-296739-ujsqshjg 95 24 . . . cord-296739-ujsqshjg 96 1 We -PRON- PRP cord-296739-ujsqshjg 96 2 summed sum VBD cord-296739-ujsqshjg 96 3 the the DT cord-296739-ujsqshjg 96 4 forecasted forecast VBN cord-296739-ujsqshjg 96 5 probabilities probability NNS cord-296739-ujsqshjg 96 6 because because IN cord-296739-ujsqshjg 96 7 the the DT cord-296739-ujsqshjg 96 8 expected expect VBN cord-296739-ujsqshjg 96 9 value value NN cord-296739-ujsqshjg 96 10 of of IN cord-296739-ujsqshjg 96 11 the the DT cord-296739-ujsqshjg 96 12 sum sum NN cord-296739-ujsqshjg 96 13 of of IN cord-296739-ujsqshjg 96 14 independent independent JJ cord-296739-ujsqshjg 96 15 Bernoulli Bernoulli NNP cord-296739-ujsqshjg 96 16 trials trial NNS cord-296739-ujsqshjg 96 17 equals equal VBZ cord-296739-ujsqshjg 96 18 the the DT cord-296739-ujsqshjg 96 19 sum sum NN cord-296739-ujsqshjg 96 20 of of IN cord-296739-ujsqshjg 96 21 the the DT cord-296739-ujsqshjg 96 22 individual individual JJ cord-296739-ujsqshjg 96 23 probabilities probability NNS cord-296739-ujsqshjg 96 24 . . . cord-296739-ujsqshjg 97 1 The the DT cord-296739-ujsqshjg 97 2 quality quality NN cord-296739-ujsqshjg 97 3 of of IN cord-296739-ujsqshjg 97 4 the the DT cord-296739-ujsqshjg 97 5 estimates estimate NNS cord-296739-ujsqshjg 97 6 was be VBD cord-296739-ujsqshjg 97 7 calculated calculate VBN cord-296739-ujsqshjg 97 8 for for IN cord-296739-ujsqshjg 97 9 each each DT cord-296739-ujsqshjg 97 10 four four CD cord-296739-ujsqshjg 97 11 - - HYPH cord-296739-ujsqshjg 97 12 week week NN cord-296739-ujsqshjg 97 13 period period NN cord-296739-ujsqshjg 97 14 . . . cord-296739-ujsqshjg 98 1 For for IN cord-296739-ujsqshjg 98 2 each each DT cord-296739-ujsqshjg 98 3 period period NN cord-296739-ujsqshjg 98 4 , , , cord-296739-ujsqshjg 98 5 the the DT cord-296739-ujsqshjg 98 6 observed observed JJ cord-296739-ujsqshjg 98 7 percentage percentage NN cord-296739-ujsqshjg 98 8 of of IN cord-296739-ujsqshjg 98 9 cases case NNS cord-296739-ujsqshjg 98 10 with with IN cord-296739-ujsqshjg 98 11 LOS LOS NNP cord-296739-ujsqshjg 98 12 of of IN cord-296739-ujsqshjg 98 13 < < NNP cord-296739-ujsqshjg 98 14 2 2 CD cord-296739-ujsqshjg 98 15 days day NNS cord-296739-ujsqshjg 98 16 was be VBD cord-296739-ujsqshjg 98 17 subtracted subtract VBN cord-296739-ujsqshjg 98 18 from from IN cord-296739-ujsqshjg 98 19 the the DT cord-296739-ujsqshjg 98 20 estimated estimate VBN cord-296739-ujsqshjg 98 21 percentage percentage NN cord-296739-ujsqshjg 98 22 of of IN cord-296739-ujsqshjg 98 23 cases case NNS cord-296739-ujsqshjg 98 24 with with IN cord-296739-ujsqshjg 98 25 LOS LOS NNP cord-296739-ujsqshjg 98 26 of of IN cord-296739-ujsqshjg 98 27 < < NNP cord-296739-ujsqshjg 98 28 2 2 CD cord-296739-ujsqshjg 98 29 days day NNS cord-296739-ujsqshjg 98 30 . . . cord-296739-ujsqshjg 99 1 The the DT cord-296739-ujsqshjg 99 2 absolute absolute JJ cord-296739-ujsqshjg 99 3 value value NN cord-296739-ujsqshjg 99 4 of of IN cord-296739-ujsqshjg 99 5 the the DT cord-296739-ujsqshjg 99 6 difference difference NN cord-296739-ujsqshjg 99 7 was be VBD cord-296739-ujsqshjg 99 8 taken take VBN cord-296739-ujsqshjg 99 9 . . . cord-296739-ujsqshjg 100 1 The the DT cord-296739-ujsqshjg 100 2 sample sample NN cord-296739-ujsqshjg 100 3 mean mean NN cord-296739-ujsqshjg 100 4 and and CC cord-296739-ujsqshjg 100 5 sample sample NN cord-296739-ujsqshjg 100 6 SE SE NNP cord-296739-ujsqshjg 100 7 of of IN cord-296739-ujsqshjg 100 8 the the DT cord-296739-ujsqshjg 100 9 mean mean NN cord-296739-ujsqshjg 100 10 of of IN cord-296739-ujsqshjg 100 11 the the DT cord-296739-ujsqshjg 100 12 absolute absolute JJ cord-296739-ujsqshjg 100 13 values value NNS cord-296739-ujsqshjg 100 14 were be VBD cord-296739-ujsqshjg 100 15 calculated calculate VBN cord-296739-ujsqshjg 100 16 among among IN cord-296739-ujsqshjg 100 17 the the DT cord-296739-ujsqshjg 100 18 periods period NNS cord-296739-ujsqshjg 100 19 . . . cord-296739-ujsqshjg 101 1 All all DT cord-296739-ujsqshjg 101 2 statistical statistical JJ cord-296739-ujsqshjg 101 3 inference inference NN cord-296739-ujsqshjg 101 4 was be VBD cord-296739-ujsqshjg 101 5 performed perform VBN cord-296739-ujsqshjg 101 6 using use VBG cord-296739-ujsqshjg 101 7 two two CD cord-296739-ujsqshjg 101 8 - - HYPH cord-296739-ujsqshjg 101 9 sided sided JJ cord-296739-ujsqshjg 101 10 one one CD cord-296739-ujsqshjg 101 11 - - HYPH cord-296739-ujsqshjg 101 12 group group NN cord-296739-ujsqshjg 101 13 Student Student NNP cord-296739-ujsqshjg 101 14 's 's POS cord-296739-ujsqshjg 101 15 t t NN cord-296739-ujsqshjg 101 16 - - HYPH cord-296739-ujsqshjg 101 17 tests test NNS cord-296739-ujsqshjg 101 18 based base VBN cord-296739-ujsqshjg 101 19 on on IN cord-296739-ujsqshjg 101 20 the the DT cord-296739-ujsqshjg 101 21 sample sample NN cord-296739-ujsqshjg 101 22 size size NN cord-296739-ujsqshjg 101 23 of of IN cord-296739-ujsqshjg 101 24 N n NN cord-296739-ujsqshjg 101 25 = = SYM cord-296739-ujsqshjg 101 26 12 12 CD cord-296739-ujsqshjg 101 27 independent independent JJ cord-296739-ujsqshjg 101 28 four four CD cord-296739-ujsqshjg 101 29 - - HYPH cord-296739-ujsqshjg 101 30 week week NN cord-296739-ujsqshjg 101 31 periods period NNS cord-296739-ujsqshjg 101 32 . . . cord-296739-ujsqshjg 102 1 Data datum NNS cord-296739-ujsqshjg 102 2 are be VBP cord-296739-ujsqshjg 102 3 reported report VBN cord-296739-ujsqshjg 102 4 as as IN cord-296739-ujsqshjg 102 5 mean mean JJ cord-296739-ujsqshjg 102 6 ( ( -LRB- cord-296739-ujsqshjg 102 7 SE SE NNP cord-296739-ujsqshjg 102 8 ) ) -RRB- cord-296739-ujsqshjg 102 9 except except IN cord-296739-ujsqshjg 102 10 for for IN cord-296739-ujsqshjg 102 11 data datum NNS cord-296739-ujsqshjg 102 12 from from IN cord-296739-ujsqshjg 102 13 Florida Florida NNP cord-296739-ujsqshjg 102 14 [ [ -LRB- cord-296739-ujsqshjg 102 15 2 2 CD cord-296739-ujsqshjg 102 16 ] ] -RRB- cord-296739-ujsqshjg 102 17 , , , cord-296739-ujsqshjg 102 18 which which WDT cord-296739-ujsqshjg 102 19 were be VBD cord-296739-ujsqshjg 102 20 reported report VBN cord-296739-ujsqshjg 102 21 as as IN cord-296739-ujsqshjg 102 22 percentages percentage NNS cord-296739-ujsqshjg 102 23 and and CC cord-296739-ujsqshjg 102 24 SE SE NNP cord-296739-ujsqshjg 102 25 . . . cord-296739-ujsqshjg 103 1 The the DT cord-296739-ujsqshjg 103 2 studied study VBN cord-296739-ujsqshjg 103 3 hospital hospital NN cord-296739-ujsqshjg 103 4 averaged average VBD cord-296739-ujsqshjg 103 5 112 112 CD cord-296739-ujsqshjg 103 6 [ [ -LRB- cord-296739-ujsqshjg 103 7 1 1 CD cord-296739-ujsqshjg 103 8 ] ] -RRB- cord-296739-ujsqshjg 103 9 elective elective JJ cord-296739-ujsqshjg 103 10 cases case NNS cord-296739-ujsqshjg 103 11 per per IN cord-296739-ujsqshjg 103 12 workday workday NN cord-296739-ujsqshjg 103 13 . . . cord-296739-ujsqshjg 104 1 Among among IN cord-296739-ujsqshjg 104 2 all all DT cord-296739-ujsqshjg 104 3 hospitals hospital NNS cord-296739-ujsqshjg 104 4 and and CC cord-296739-ujsqshjg 104 5 ambulatory ambulatory JJ cord-296739-ujsqshjg 104 6 surgery surgery NN cord-296739-ujsqshjg 104 7 centers center NNS cord-296739-ujsqshjg 104 8 in in IN cord-296739-ujsqshjg 104 9 Florida Florida NNP cord-296739-ujsqshjg 104 10 , , , cord-296739-ujsqshjg 104 11 72.88 72.88 CD cord-296739-ujsqshjg 104 12 % % NN cord-296739-ujsqshjg 104 13 ( ( -LRB- cord-296739-ujsqshjg 104 14 0.03 0.03 CD cord-296739-ujsqshjg 104 15 % % NN cord-296739-ujsqshjg 104 16 ) ) -RRB- cord-296739-ujsqshjg 104 17 of of IN cord-296739-ujsqshjg 104 18 cases case NNS cord-296739-ujsqshjg 104 19 had have VBD cord-296739-ujsqshjg 104 20 LOS LOS NNP cord-296739-ujsqshjg 104 21 of of IN cord-296739-ujsqshjg 104 22 zero zero CD cord-296739-ujsqshjg 104 23 or or CC cord-296739-ujsqshjg 104 24 one one CD cord-296739-ujsqshjg 104 25 day day NN cord-296739-ujsqshjg 104 26 [ [ -LRB- cord-296739-ujsqshjg 104 27 2 2 CD cord-296739-ujsqshjg 104 28 ] ] -RRB- cord-296739-ujsqshjg 104 29 . . . cord-296739-ujsqshjg 105 1 At at IN cord-296739-ujsqshjg 105 2 the the DT cord-296739-ujsqshjg 105 3 studied study VBN cord-296739-ujsqshjg 105 4 hospital hospital NN cord-296739-ujsqshjg 105 5 , , , cord-296739-ujsqshjg 105 6 the the DT cord-296739-ujsqshjg 105 7 percentage percentage NN cord-296739-ujsqshjg 105 8 was be VBD cord-296739-ujsqshjg 105 9 73.1 73.1 CD cord-296739-ujsqshjg 105 10 % % NN cord-296739-ujsqshjg 105 11 ( ( -LRB- cord-296739-ujsqshjg 105 12 0.4 0.4 CD cord-296739-ujsqshjg 105 13 % % NN cord-296739-ujsqshjg 105 14 ) ) -RRB- cord-296739-ujsqshjg 106 1 ( ( -LRB- cord-296739-ujsqshjg 106 2 i.e. i.e. FW cord-296739-ujsqshjg 106 3 , , , cord-296739-ujsqshjg 106 4 no no RB cord-296739-ujsqshjg 106 5 different different JJ cord-296739-ujsqshjg 106 6 from from IN cord-296739-ujsqshjg 106 7 that that DT cord-296739-ujsqshjg 106 8 in in IN cord-296739-ujsqshjg 106 9 Florida Florida NNP cord-296739-ujsqshjg 106 10 , , , cord-296739-ujsqshjg 106 11 P p NN cord-296739-ujsqshjg 106 12 = = SYM cord-296739-ujsqshjg 106 13 0.53 0.53 CD cord-296739-ujsqshjg 106 14 ) ) -RRB- cord-296739-ujsqshjg 106 15 . . . cord-296739-ujsqshjg 107 1 Thus thus RB cord-296739-ujsqshjg 107 2 , , , cord-296739-ujsqshjg 107 3 we -PRON- PRP cord-296739-ujsqshjg 107 4 believe believe VBP cord-296739-ujsqshjg 107 5 these these DT cord-296739-ujsqshjg 107 6 findings finding NNS cord-296739-ujsqshjg 107 7 can can MD cord-296739-ujsqshjg 107 8 be be VB cord-296739-ujsqshjg 107 9 generalized generalize VBN cord-296739-ujsqshjg 107 10 , , , cord-296739-ujsqshjg 107 11 even even RB cord-296739-ujsqshjg 107 12 though though IN cord-296739-ujsqshjg 107 13 the the DT cord-296739-ujsqshjg 107 14 data datum NNS cord-296739-ujsqshjg 107 15 in in IN cord-296739-ujsqshjg 107 16 this this DT cord-296739-ujsqshjg 107 17 study study NN cord-296739-ujsqshjg 107 18 are be VBP cord-296739-ujsqshjg 107 19 from from IN cord-296739-ujsqshjg 107 20 a a DT cord-296739-ujsqshjg 107 21 single single JJ cord-296739-ujsqshjg 107 22 large large JJ cord-296739-ujsqshjg 107 23 teaching teaching NN cord-296739-ujsqshjg 107 24 hospital hospital NN cord-296739-ujsqshjg 107 25 . . . cord-296739-ujsqshjg 108 1 We -PRON- PRP cord-296739-ujsqshjg 108 2 varied vary VBD cord-296739-ujsqshjg 108 3 the the DT cord-296739-ujsqshjg 108 4 threshold threshold NN cord-296739-ujsqshjg 108 5 sample sample NN cord-296739-ujsqshjg 108 6 size size NN cord-296739-ujsqshjg 108 7 in in IN cord-296739-ujsqshjg 108 8 increments increment NNS cord-296739-ujsqshjg 108 9 of of IN cord-296739-ujsqshjg 108 10 25 25 CD cord-296739-ujsqshjg 108 11 historical historical JJ cord-296739-ujsqshjg 108 12 cases case NNS cord-296739-ujsqshjg 108 13 and and CC cord-296739-ujsqshjg 108 14 the the DT cord-296739-ujsqshjg 108 15 threshold threshold NN cord-296739-ujsqshjg 108 16 SE SE NNP cord-296739-ujsqshjg 108 17 of of IN cord-296739-ujsqshjg 108 18 the the DT cord-296739-ujsqshjg 108 19 percentage percentage NN cord-296739-ujsqshjg 108 20 of of IN cord-296739-ujsqshjg 108 21 cases case NNS cord-296739-ujsqshjg 108 22 with with IN cord-296739-ujsqshjg 108 23 LOS LOS NNP cord-296739-ujsqshjg 108 24 of of IN cord-296739-ujsqshjg 108 25 zero zero CD cord-296739-ujsqshjg 108 26 or or CC cord-296739-ujsqshjg 108 27 one one CD cord-296739-ujsqshjg 108 28 day day NN cord-296739-ujsqshjg 108 29 in in IN cord-296739-ujsqshjg 108 30 increments increment NNS cord-296739-ujsqshjg 108 31 of of IN cord-296739-ujsqshjg 108 32 0.25 0.25 CD cord-296739-ujsqshjg 108 33 % % NN cord-296739-ujsqshjg 108 34 . . . cord-296739-ujsqshjg 109 1 The the DT cord-296739-ujsqshjg 109 2 minimum minimum NN cord-296739-ujsqshjg 109 3 observed observe VBD cord-296739-ujsqshjg 109 4 absolute absolute JJ cord-296739-ujsqshjg 109 5 percentage percentage NN cord-296739-ujsqshjg 109 6 error error NN cord-296739-ujsqshjg 109 7 was be VBD cord-296739-ujsqshjg 109 8 0.76 0.76 CD cord-296739-ujsqshjg 109 9 % % NN cord-296739-ujsqshjg 109 10 ( ( -LRB- cord-296739-ujsqshjg 109 11 0.12 0.12 CD cord-296739-ujsqshjg 109 12 % % NN cord-296739-ujsqshjg 109 13 ) ) -RRB- cord-296739-ujsqshjg 109 14 , , , cord-296739-ujsqshjg 109 15 achieved achieve VBN cord-296739-ujsqshjg 109 16 by by IN cord-296739-ujsqshjg 109 17 using use VBG cord-296739-ujsqshjg 109 18 the the DT cord-296739-ujsqshjg 109 19 minimum minimum JJ cord-296739-ujsqshjg 109 20 number number NN cord-296739-ujsqshjg 109 21 of of IN cord-296739-ujsqshjg 109 22 quarters quarter NNS cord-296739-ujsqshjg 109 23 of of IN cord-296739-ujsqshjg 109 24 the the DT cord-296739-ujsqshjg 109 25 year year NN cord-296739-ujsqshjg 109 26 of of IN cord-296739-ujsqshjg 109 27 data datum NNS cord-296739-ujsqshjg 109 28 providing provide VBG cord-296739-ujsqshjg 109 29 for for IN cord-296739-ujsqshjg 109 30 either either CC cord-296739-ujsqshjg 109 31 a a DT cord-296739-ujsqshjg 109 32 minimum minimum NN cord-296739-ujsqshjg 109 33 of of IN cord-296739-ujsqshjg 109 34 800 800 CD cord-296739-ujsqshjg 109 35 historical historical JJ cord-296739-ujsqshjg 109 36 cases case NNS cord-296739-ujsqshjg 109 37 or or CC cord-296739-ujsqshjg 109 38 a a DT cord-296739-ujsqshjg 109 39 maximum maximum JJ cord-296739-ujsqshjg 109 40 1.25 1.25 CD cord-296739-ujsqshjg 109 41 % % NN cord-296739-ujsqshjg 109 42 SE SE NNP cord-296739-ujsqshjg 109 43 ( ( -LRB- cord-296739-ujsqshjg 109 44 see see VB cord-296739-ujsqshjg 109 45 Materials material NNS cord-296739-ujsqshjg 109 46 & & CC cord-296739-ujsqshjg 109 47 Methods Methods NNPS cord-296739-ujsqshjg 109 48 ) ) -RRB- cord-296739-ujsqshjg 109 49 . . . cord-296739-ujsqshjg 110 1 Table table NN cord-296739-ujsqshjg 110 2 4 4 CD cord-296739-ujsqshjg 110 3 shows show VBZ cord-296739-ujsqshjg 110 4 that that IN cord-296739-ujsqshjg 110 5 there there EX cord-296739-ujsqshjg 110 6 were be VBD cord-296739-ujsqshjg 110 7 multiple multiple JJ cord-296739-ujsqshjg 110 8 , , , cord-296739-ujsqshjg 110 9 near near JJ cord-296739-ujsqshjg 110 10 - - HYPH cord-296739-ujsqshjg 110 11 equivalent equivalent JJ cord-296739-ujsqshjg 110 12 , , , cord-296739-ujsqshjg 110 13 and and CC cord-296739-ujsqshjg 110 14 suitable suitable JJ cord-296739-ujsqshjg 110 15 choices choice NNS cord-296739-ujsqshjg 110 16 for for IN cord-296739-ujsqshjg 110 17 optimal optimal JJ cord-296739-ujsqshjg 110 18 parameter parameter NN cord-296739-ujsqshjg 110 19 choices choice NNS cord-296739-ujsqshjg 110 20 . . . cord-296739-ujsqshjg 110 21 _SP cord-296739-ujsqshjg 111 1 The the DT cord-296739-ujsqshjg 111 2 means mean NNS cord-296739-ujsqshjg 111 3 are be VBP cord-296739-ujsqshjg 111 4 reported report VBN cord-296739-ujsqshjg 111 5 with with IN cord-296739-ujsqshjg 111 6 the the DT cord-296739-ujsqshjg 111 7 standard standard JJ cord-296739-ujsqshjg 111 8 errors error NNS cord-296739-ujsqshjg 111 9 ( ( -LRB- cord-296739-ujsqshjg 111 10 SEs SEs NNP cord-296739-ujsqshjg 111 11 ) ) -RRB- cord-296739-ujsqshjg 111 12 of of IN cord-296739-ujsqshjg 111 13 the the DT cord-296739-ujsqshjg 111 14 means mean NNS cord-296739-ujsqshjg 111 15 among among IN cord-296739-ujsqshjg 111 16 the the DT cord-296739-ujsqshjg 111 17 test test NN cord-296739-ujsqshjg 111 18 period period NN cord-296739-ujsqshjg 111 19 of of IN cord-296739-ujsqshjg 111 20 N n CD cord-296739-ujsqshjg 111 21 = = SYM cord-296739-ujsqshjg 111 22 12 12 CD cord-296739-ujsqshjg 111 23 four four CD cord-296739-ujsqshjg 111 24 - - HYPH cord-296739-ujsqshjg 111 25 week week NN cord-296739-ujsqshjg 111 26 periods period NNS cord-296739-ujsqshjg 111 27 ( ( -LRB- cord-296739-ujsqshjg 111 28 see see VB cord-296739-ujsqshjg 111 29 Table table NN cord-296739-ujsqshjg 111 30 1 1 CD cord-296739-ujsqshjg 111 31 ) ) -RRB- cord-296739-ujsqshjg 111 32 . . . cord-296739-ujsqshjg 112 1 The the DT cord-296739-ujsqshjg 112 2 parameter parameter NN cord-296739-ujsqshjg 112 3 values value NNS cord-296739-ujsqshjg 112 4 described describe VBN cord-296739-ujsqshjg 112 5 in in IN cord-296739-ujsqshjg 112 6 the the DT cord-296739-ujsqshjg 112 7 section section NN cord-296739-ujsqshjg 112 8 Materials material NNS cord-296739-ujsqshjg 112 9 & & CC cord-296739-ujsqshjg 112 10 Methods Methods NNPS cord-296739-ujsqshjg 112 11 and and CC cord-296739-ujsqshjg 112 12 used use VBN cord-296739-ujsqshjg 112 13 in in IN cord-296739-ujsqshjg 112 14 Table Table NNP cord-296739-ujsqshjg 112 15 4 4 CD cord-296739-ujsqshjg 112 16 are be VBP cord-296739-ujsqshjg 112 17 noted note VBN cord-296739-ujsqshjg 112 18 with with IN cord-296739-ujsqshjg 112 19 an an DT cord-296739-ujsqshjg 112 20 asterisk asterisk NN cord-296739-ujsqshjg 112 21 . . . cord-296739-ujsqshjg 113 1 The the DT cord-296739-ujsqshjg 113 2 negative negative JJ cord-296739-ujsqshjg 113 3 numbers number NNS cord-296739-ujsqshjg 113 4 for for IN cord-296739-ujsqshjg 113 5 bias bias NN cord-296739-ujsqshjg 113 6 in in IN cord-296739-ujsqshjg 113 7 the the DT cord-296739-ujsqshjg 113 8 third third JJ cord-296739-ujsqshjg 113 9 column column NN cord-296739-ujsqshjg 113 10 show show NN cord-296739-ujsqshjg 113 11 that that IN cord-296739-ujsqshjg 113 12 the the DT cord-296739-ujsqshjg 113 13 historical historical JJ cord-296739-ujsqshjg 113 14 data datum NNS cord-296739-ujsqshjg 113 15 ( ( -LRB- cord-296739-ujsqshjg 113 16 i.e. i.e. FW cord-296739-ujsqshjg 113 17 , , , cord-296739-ujsqshjg 113 18 from from IN cord-296739-ujsqshjg 113 19 the the DT cord-296739-ujsqshjg 113 20 training training NN cord-296739-ujsqshjg 113 21 period period NN cord-296739-ujsqshjg 113 22 ) ) -RRB- cord-296739-ujsqshjg 113 23 underestimated underestimate VBD cord-296739-ujsqshjg 113 24 the the DT cord-296739-ujsqshjg 113 25 percentages percentage NNS cord-296739-ujsqshjg 113 26 of of IN cord-296739-ujsqshjg 113 27 cases case NNS cord-296739-ujsqshjg 113 28 with with IN cord-296739-ujsqshjg 113 29 LOS LOS NNP cord-296739-ujsqshjg 113 30 < < XX cord-296739-ujsqshjg 113 31 2 2 CD cord-296739-ujsqshjg 113 32 days day NNS cord-296739-ujsqshjg 113 33 during during IN cord-296739-ujsqshjg 113 34 the the DT cord-296739-ujsqshjg 113 35 test test NN cord-296739-ujsqshjg 113 36 period period NN cord-296739-ujsqshjg 113 37 . . . cord-296739-ujsqshjg 114 1 This this DT cord-296739-ujsqshjg 114 2 indicates indicate VBZ cord-296739-ujsqshjg 114 3 that that IN cord-296739-ujsqshjg 114 4 , , , cord-296739-ujsqshjg 114 5 overall overall RB cord-296739-ujsqshjg 114 6 , , , cord-296739-ujsqshjg 114 7 the the DT cord-296739-ujsqshjg 114 8 studied study VBN cord-296739-ujsqshjg 114 9 hospital hospital NN cord-296739-ujsqshjg 114 10 's 's POS cord-296739-ujsqshjg 114 11 LOS LOS NNP cord-296739-ujsqshjg 114 12 was be VBD cord-296739-ujsqshjg 114 13 declining decline VBG cord-296739-ujsqshjg 114 14 progressively progressively RB cord-296739-ujsqshjg 114 15 over over IN cord-296739-ujsqshjg 114 16 time time NN cord-296739-ujsqshjg 114 17 There there EX cord-296739-ujsqshjg 114 18 were be VBD cord-296739-ujsqshjg 114 19 167 167 CD cord-296739-ujsqshjg 114 20 CCS CCS NNP cord-296739-ujsqshjg 114 21 categories category NNS cord-296739-ujsqshjg 114 22 of of IN cord-296739-ujsqshjg 114 23 procedure procedure NN cord-296739-ujsqshjg 114 24 with with IN cord-296739-ujsqshjg 114 25 at at RB cord-296739-ujsqshjg 114 26 least least RBS cord-296739-ujsqshjg 114 27 one one CD cord-296739-ujsqshjg 114 28 case case NN cord-296739-ujsqshjg 114 29 among among IN cord-296739-ujsqshjg 114 30 the the DT cord-296739-ujsqshjg 114 31 test test NN cord-296739-ujsqshjg 114 32 periods period NNS cord-296739-ujsqshjg 114 33 . . . cord-296739-ujsqshjg 115 1 For for IN cord-296739-ujsqshjg 115 2 each each DT cord-296739-ujsqshjg 115 3 category category NN cord-296739-ujsqshjg 115 4 , , , cord-296739-ujsqshjg 115 5 we -PRON- PRP cord-296739-ujsqshjg 115 6 calculated calculate VBD cord-296739-ujsqshjg 115 7 among among IN cord-296739-ujsqshjg 115 8 all all DT cord-296739-ujsqshjg 115 9 periods period NNS cord-296739-ujsqshjg 115 10 the the DT cord-296739-ujsqshjg 115 11 absolute absolute JJ cord-296739-ujsqshjg 115 12 difference difference NN cord-296739-ujsqshjg 115 13 between between IN cord-296739-ujsqshjg 115 14 the the DT cord-296739-ujsqshjg 115 15 estimated estimate VBN cord-296739-ujsqshjg 115 16 and and CC cord-296739-ujsqshjg 115 17 the the DT cord-296739-ujsqshjg 115 18 actual actual JJ cord-296739-ujsqshjg 115 19 count count NN cord-296739-ujsqshjg 115 20 of of IN cord-296739-ujsqshjg 115 21 cases case NNS cord-296739-ujsqshjg 115 22 with with IN cord-296739-ujsqshjg 115 23 LOS LOS NNP cord-296739-ujsqshjg 115 24 of of IN cord-296739-ujsqshjg 115 25 zero zero CD cord-296739-ujsqshjg 115 26 or or CC cord-296739-ujsqshjg 115 27 one one CD cord-296739-ujsqshjg 115 28 day day NN cord-296739-ujsqshjg 115 29 . . . cord-296739-ujsqshjg 116 1 We -PRON- PRP cord-296739-ujsqshjg 116 2 calculated calculate VBD cord-296739-ujsqshjg 116 3 the the DT cord-296739-ujsqshjg 116 4 contribution contribution NN cord-296739-ujsqshjg 116 5 of of IN cord-296739-ujsqshjg 116 6 each each DT cord-296739-ujsqshjg 116 7 category category NN cord-296739-ujsqshjg 116 8 to to IN cord-296739-ujsqshjg 116 9 the the DT cord-296739-ujsqshjg 116 10 mean mean NN cord-296739-ujsqshjg 116 11 . . . cord-296739-ujsqshjg 116 12 _SP cord-296739-ujsqshjg 117 1 Our -PRON- PRP$ cord-296739-ujsqshjg 117 2 primary primary JJ cord-296739-ujsqshjg 117 3 result result NN cord-296739-ujsqshjg 117 4 was be VBD cord-296739-ujsqshjg 117 5 that that IN cord-296739-ujsqshjg 117 6 an an DT cord-296739-ujsqshjg 117 7 average average JJ cord-296739-ujsqshjg 117 8 absolute absolute JJ cord-296739-ujsqshjg 117 9 percentage percentage NN cord-296739-ujsqshjg 117 10 error error NN cord-296739-ujsqshjg 117 11 of of IN cord-296739-ujsqshjg 117 12 only only RB cord-296739-ujsqshjg 117 13 0.76 0.76 CD cord-296739-ujsqshjg 117 14 % % NN cord-296739-ujsqshjg 117 15 can can MD cord-296739-ujsqshjg 117 16 be be VB cord-296739-ujsqshjg 117 17 achieved achieve VBN cord-296739-ujsqshjg 117 18 for for IN cord-296739-ujsqshjg 117 19 the the DT cord-296739-ujsqshjg 117 20 percentage percentage NN cord-296739-ujsqshjg 117 21 probability probability NN cord-296739-ujsqshjg 117 22 of of IN cord-296739-ujsqshjg 117 23 patients patient NNS cord-296739-ujsqshjg 117 24 having have VBG cord-296739-ujsqshjg 117 25 LOS LOS NNP cord-296739-ujsqshjg 117 26 of of IN cord-296739-ujsqshjg 117 27 < < NNP cord-296739-ujsqshjg 117 28 2 2 CD cord-296739-ujsqshjg 117 29 days day NNS cord-296739-ujsqshjg 117 30 . . . cord-296739-ujsqshjg 118 1 This this DT cord-296739-ujsqshjg 118 2 error error NN cord-296739-ujsqshjg 118 3 is be VBZ cord-296739-ujsqshjg 118 4 nearly nearly RB cord-296739-ujsqshjg 118 5 100-fold 100-fold CD cord-296739-ujsqshjg 118 6 smaller small JJR cord-296739-ujsqshjg 118 7 than than IN cord-296739-ujsqshjg 118 8 the the DT cord-296739-ujsqshjg 118 9 percentage percentage NN cord-296739-ujsqshjg 118 10 of of IN cord-296739-ujsqshjg 118 11 cases case NNS cord-296739-ujsqshjg 118 12 to to TO cord-296739-ujsqshjg 118 13 which which WDT cord-296739-ujsqshjg 118 14 it -PRON- PRP cord-296739-ujsqshjg 118 15 would would MD cord-296739-ujsqshjg 118 16 be be VB cord-296739-ujsqshjg 118 17 used use VBN cord-296739-ujsqshjg 118 18 ( ( -LRB- cord-296739-ujsqshjg 118 19 i.e. i.e. FW cord-296739-ujsqshjg 118 20 , , , cord-296739-ujsqshjg 118 21 0.76 0.76 CD cord-296739-ujsqshjg 118 22 % % NN cord-296739-ujsqshjg 118 23 versus versus IN cord-296739-ujsqshjg 118 24 73.1 73.1 CD cord-296739-ujsqshjg 118 25 % % NN cord-296739-ujsqshjg 118 26 ) ) -RRB- cord-296739-ujsqshjg 118 27 . . . cord-296739-ujsqshjg 119 1 Furthermore furthermore RB cord-296739-ujsqshjg 119 2 , , , cord-296739-ujsqshjg 119 3 Tables Tables NNPS cord-296739-ujsqshjg 119 4 4 4 CD cord-296739-ujsqshjg 119 5 , , , cord-296739-ujsqshjg 119 6 5 5 CD cord-296739-ujsqshjg 119 7 show show VBP cord-296739-ujsqshjg 119 8 that that IN cord-296739-ujsqshjg 119 9 most most JJS cord-296739-ujsqshjg 119 10 of of IN cord-296739-ujsqshjg 119 11 this this DT cord-296739-ujsqshjg 119 12 small small JJ cord-296739-ujsqshjg 119 13 bias bias NN cord-296739-ujsqshjg 119 14 was be VBD cord-296739-ujsqshjg 119 15 caused cause VBN cord-296739-ujsqshjg 119 16 by by IN cord-296739-ujsqshjg 119 17 progressive progressive JJ cord-296739-ujsqshjg 119 18 reductions reduction NNS cord-296739-ujsqshjg 119 19 in in IN cord-296739-ujsqshjg 119 20 the the DT cord-296739-ujsqshjg 119 21 overall overall JJ cord-296739-ujsqshjg 119 22 LOS LOS NNP cord-296739-ujsqshjg 119 23 over over IN cord-296739-ujsqshjg 119 24 time time NN cord-296739-ujsqshjg 120 1 ( ( -LRB- cord-296739-ujsqshjg 120 2 i.e. i.e. FW cord-296739-ujsqshjg 120 3 , , , cord-296739-ujsqshjg 120 4 there there EX cord-296739-ujsqshjg 120 5 was be VBD cord-296739-ujsqshjg 120 6 a a DT cord-296739-ujsqshjg 120 7 consistent consistent JJ cord-296739-ujsqshjg 120 8 underestimation underestimation NN cord-296739-ujsqshjg 120 9 of of IN cord-296739-ujsqshjg 120 10 the the DT cord-296739-ujsqshjg 120 11 percentages percentage NNS cord-296739-ujsqshjg 120 12 of of IN cord-296739-ujsqshjg 120 13 cases case NNS cord-296739-ujsqshjg 120 14 with with IN cord-296739-ujsqshjg 120 15 LOS LOS NNP cord-296739-ujsqshjg 120 16 of of IN cord-296739-ujsqshjg 120 17 < < NNP cord-296739-ujsqshjg 120 18 2 2 CD cord-296739-ujsqshjg 120 19 days day NNS cord-296739-ujsqshjg 120 20 ) ) -RRB- cord-296739-ujsqshjg 120 21 . . . cord-296739-ujsqshjg 121 1 For for IN cord-296739-ujsqshjg 121 2 the the DT cord-296739-ujsqshjg 121 3 application application NN cord-296739-ujsqshjg 121 4 of of IN cord-296739-ujsqshjg 121 5 predicting predict VBG cord-296739-ujsqshjg 121 6 cases case NNS cord-296739-ujsqshjg 121 7 ' ' POS cord-296739-ujsqshjg 121 8 LOS LOS NNP cord-296739-ujsqshjg 121 9 when when WRB cord-296739-ujsqshjg 121 10 the the DT cord-296739-ujsqshjg 121 11 census census NN cord-296739-ujsqshjg 121 12 is be VBZ cord-296739-ujsqshjg 121 13 high high JJ cord-296739-ujsqshjg 121 14 , , , cord-296739-ujsqshjg 121 15 such such JJ cord-296739-ujsqshjg 121 16 underestimation underestimation NN cord-296739-ujsqshjg 121 17 would would MD cord-296739-ujsqshjg 121 18 be be VB cord-296739-ujsqshjg 121 19 preferred prefer VBN cord-296739-ujsqshjg 121 20 because because IN cord-296739-ujsqshjg 121 21 it -PRON- PRP cord-296739-ujsqshjg 121 22 is be VBZ cord-296739-ujsqshjg 121 23 conservative conservative JJ cord-296739-ujsqshjg 121 24 . . . cord-296739-ujsqshjg 122 1 In in IN cord-296739-ujsqshjg 122 2 other other JJ cord-296739-ujsqshjg 122 3 words word NNS cord-296739-ujsqshjg 122 4 , , , cord-296739-ujsqshjg 122 5 the the DT cord-296739-ujsqshjg 122 6 number number NN cord-296739-ujsqshjg 122 7 of of IN cord-296739-ujsqshjg 122 8 patients patient NNS cord-296739-ujsqshjg 122 9 staying stay VBG cord-296739-ujsqshjg 122 10 in in IN cord-296739-ujsqshjg 122 11 the the DT cord-296739-ujsqshjg 122 12 hospital hospital NN cord-296739-ujsqshjg 122 13 for for IN cord-296739-ujsqshjg 122 14 ≥2 ≥2 NNP cord-296739-ujsqshjg 122 15 days day NNS cord-296739-ujsqshjg 122 16 would would MD cord-296739-ujsqshjg 122 17 be be VB cord-296739-ujsqshjg 122 18 slightly slightly RB cord-296739-ujsqshjg 122 19 less less JJR cord-296739-ujsqshjg 122 20 than than IN cord-296739-ujsqshjg 122 21 predicted predict VBN cord-296739-ujsqshjg 122 22 . . . cord-296739-ujsqshjg 123 1 One one CD cord-296739-ujsqshjg 123 2 limitation limitation NN cord-296739-ujsqshjg 123 3 of of IN cord-296739-ujsqshjg 123 4 our -PRON- PRP$ cord-296739-ujsqshjg 123 5 study study NN cord-296739-ujsqshjg 123 6 is be VBZ cord-296739-ujsqshjg 123 7 that that IN cord-296739-ujsqshjg 123 8 we -PRON- PRP cord-296739-ujsqshjg 123 9 used use VBD cord-296739-ujsqshjg 123 10 data datum NNS cord-296739-ujsqshjg 123 11 from from IN cord-296739-ujsqshjg 123 12 one one CD cord-296739-ujsqshjg 123 13 large large JJ cord-296739-ujsqshjg 123 14 teaching teaching NN cord-296739-ujsqshjg 123 15 hospital hospital NN cord-296739-ujsqshjg 123 16 . . . cord-296739-ujsqshjg 124 1 However however RB cord-296739-ujsqshjg 124 2 , , , cord-296739-ujsqshjg 124 3 there there EX cord-296739-ujsqshjg 124 4 was be VBD cord-296739-ujsqshjg 124 5 no no DT cord-296739-ujsqshjg 124 6 difference difference NN cord-296739-ujsqshjg 124 7 in in IN cord-296739-ujsqshjg 124 8 its -PRON- PRP$ cord-296739-ujsqshjg 124 9 percentage percentage NN cord-296739-ujsqshjg 124 10 LOS LOS NNP cord-296739-ujsqshjg 124 11 of of IN cord-296739-ujsqshjg 124 12 < < NNP cord-296739-ujsqshjg 124 13 2 2 CD cord-296739-ujsqshjg 124 14 days day NNS cord-296739-ujsqshjg 124 15 than than IN cord-296739-ujsqshjg 124 16 among among IN cord-296739-ujsqshjg 124 17 all all DT cord-296739-ujsqshjg 124 18 hospitals hospital NNS cord-296739-ujsqshjg 124 19 and and CC cord-296739-ujsqshjg 124 20 ambulatory ambulatory JJ cord-296739-ujsqshjg 124 21 surgery surgery NN cord-296739-ujsqshjg 124 22 centers center NNS cord-296739-ujsqshjg 124 23 in in IN cord-296739-ujsqshjg 124 24 Florida Florida NNP cord-296739-ujsqshjg 124 25 . . . cord-296739-ujsqshjg 125 1 Thus thus RB cord-296739-ujsqshjg 125 2 , , , cord-296739-ujsqshjg 125 3 we -PRON- PRP cord-296739-ujsqshjg 125 4 believe believe VBP cord-296739-ujsqshjg 125 5 these these DT cord-296739-ujsqshjg 125 6 findings finding NNS cord-296739-ujsqshjg 125 7 can can MD cord-296739-ujsqshjg 125 8 be be VB cord-296739-ujsqshjg 125 9 generalized generalize VBN cord-296739-ujsqshjg 125 10 . . . cord-296739-ujsqshjg 126 1 A a DT cord-296739-ujsqshjg 126 2 second second JJ cord-296739-ujsqshjg 126 3 limitation limitation NN cord-296739-ujsqshjg 126 4 is be VBZ cord-296739-ujsqshjg 126 5 that that IN cord-296739-ujsqshjg 126 6 we -PRON- PRP cord-296739-ujsqshjg 126 7 used use VBD cord-296739-ujsqshjg 126 8 two two CD cord-296739-ujsqshjg 126 9 criteria criterion NNS cord-296739-ujsqshjg 126 10 for for IN cord-296739-ujsqshjg 126 11 selecting select VBG cord-296739-ujsqshjg 126 12 historical historical JJ cord-296739-ujsqshjg 126 13 quarters quarter NNS cord-296739-ujsqshjg 126 14 of of IN cord-296739-ujsqshjg 126 15 training training NN cord-296739-ujsqshjg 126 16 data datum NNS cord-296739-ujsqshjg 126 17 for for IN cord-296739-ujsqshjg 126 18 each each DT cord-296739-ujsqshjg 126 19 category category NN cord-296739-ujsqshjg 126 20 of of IN cord-296739-ujsqshjg 126 21 procedure procedure NN cord-296739-ujsqshjg 126 22 , , , cord-296739-ujsqshjg 126 23 while while IN cord-296739-ujsqshjg 126 24 there there EX cord-296739-ujsqshjg 126 25 are be VBP cord-296739-ujsqshjg 126 26 other other JJ cord-296739-ujsqshjg 126 27 potential potential JJ cord-296739-ujsqshjg 126 28 predictive predictive JJ cord-296739-ujsqshjg 126 29 models model NNS cord-296739-ujsqshjg 126 30 ( ( -LRB- cord-296739-ujsqshjg 126 31 e.g. e.g. RB cord-296739-ujsqshjg 126 32 , , , cord-296739-ujsqshjg 126 33 linear linear JJ cord-296739-ujsqshjg 126 34 changes change NNS cord-296739-ujsqshjg 126 35 in in IN cord-296739-ujsqshjg 126 36 percentages percentage NNS cord-296739-ujsqshjg 126 37 over over IN cord-296739-ujsqshjg 126 38 time time NN cord-296739-ujsqshjg 126 39 ) ) -RRB- cord-296739-ujsqshjg 126 40 . . . cord-296739-ujsqshjg 127 1 However however RB cord-296739-ujsqshjg 127 2 , , , cord-296739-ujsqshjg 127 3 we -PRON- PRP cord-296739-ujsqshjg 127 4 doubt doubt VBP cord-296739-ujsqshjg 127 5 that that IN cord-296739-ujsqshjg 127 6 this this DT cord-296739-ujsqshjg 127 7 is be VBZ cord-296739-ujsqshjg 127 8 important important JJ cord-296739-ujsqshjg 127 9 . . . cord-296739-ujsqshjg 128 1 Table table NN cord-296739-ujsqshjg 128 2 4 4 CD cord-296739-ujsqshjg 128 3 shows show VBZ cord-296739-ujsqshjg 128 4 that that IN cord-296739-ujsqshjg 128 5 there there EX cord-296739-ujsqshjg 128 6 were be VBD cord-296739-ujsqshjg 128 7 multiple multiple JJ cord-296739-ujsqshjg 128 8 , , , cord-296739-ujsqshjg 128 9 nearly nearly RB cord-296739-ujsqshjg 128 10 equivalent equivalent JJ cord-296739-ujsqshjg 128 11 choices choice NNS cord-296739-ujsqshjg 128 12 for for IN cord-296739-ujsqshjg 128 13 the the DT cord-296739-ujsqshjg 128 14 optimal optimal JJ cord-296739-ujsqshjg 128 15 parameter parameter NN cord-296739-ujsqshjg 128 16 choices choice NNS cord-296739-ujsqshjg 128 17 . . . cord-296739-ujsqshjg 129 1 What what WP cord-296739-ujsqshjg 129 2 matters matter VBZ cord-296739-ujsqshjg 129 3 is be VBZ cord-296739-ujsqshjg 129 4 that that IN cord-296739-ujsqshjg 129 5 our -PRON- PRP$ cord-296739-ujsqshjg 129 6 conceptual conceptual JJ cord-296739-ujsqshjg 129 7 strategy strategy NN cord-296739-ujsqshjg 129 8 worked work VBD cord-296739-ujsqshjg 129 9 well well RB cord-296739-ujsqshjg 129 10 , , , cord-296739-ujsqshjg 129 11 with with IN cord-296739-ujsqshjg 129 12 the the DT cord-296739-ujsqshjg 129 13 precise precise JJ cord-296739-ujsqshjg 129 14 value value NN cord-296739-ujsqshjg 129 15 of of IN cord-296739-ujsqshjg 129 16 the the DT cord-296739-ujsqshjg 129 17 parameters parameter NNS cord-296739-ujsqshjg 129 18 being be VBG cord-296739-ujsqshjg 129 19 of of IN cord-296739-ujsqshjg 129 20 minimal minimal JJ cord-296739-ujsqshjg 129 21 importance importance NN cord-296739-ujsqshjg 129 22 . . . cord-296739-ujsqshjg 130 1 When when WRB cord-296739-ujsqshjg 130 2 estimating estimate VBG cord-296739-ujsqshjg 130 3 percentages percentage NNS cord-296739-ujsqshjg 130 4 of of IN cord-296739-ujsqshjg 130 5 cases case NNS cord-296739-ujsqshjg 130 6 with with IN cord-296739-ujsqshjg 130 7 LOS LOS NNP cord-296739-ujsqshjg 130 8 of of IN cord-296739-ujsqshjg 130 9 < < NNP cord-296739-ujsqshjg 130 10 2 2 CD cord-296739-ujsqshjg 130 11 days day NNS cord-296739-ujsqshjg 130 12 , , , cord-296739-ujsqshjg 130 13 a a DT cord-296739-ujsqshjg 130 14 decision decision NN cord-296739-ujsqshjg 130 15 needs need VBZ cord-296739-ujsqshjg 130 16 to to TO cord-296739-ujsqshjg 130 17 be be VB cord-296739-ujsqshjg 130 18 made make VBN cord-296739-ujsqshjg 130 19 as as IN cord-296739-ujsqshjg 130 20 to to IN cord-296739-ujsqshjg 130 21 how how WRB cord-296739-ujsqshjg 130 22 much much JJ cord-296739-ujsqshjg 130 23 historical historical JJ cord-296739-ujsqshjg 130 24 data datum NNS cord-296739-ujsqshjg 130 25 to to TO cord-296739-ujsqshjg 130 26 use use VB cord-296739-ujsqshjg 130 27 . . . cord-296739-ujsqshjg 131 1 Including include VBG cord-296739-ujsqshjg 131 2 too too RB cord-296739-ujsqshjg 131 3 many many JJ cord-296739-ujsqshjg 131 4 cases case NNS cord-296739-ujsqshjg 131 5 would would MD cord-296739-ujsqshjg 131 6 increase increase VB cord-296739-ujsqshjg 131 7 the the DT cord-296739-ujsqshjg 131 8 predictive predictive JJ cord-296739-ujsqshjg 131 9 error error NN cord-296739-ujsqshjg 131 10 because because IN cord-296739-ujsqshjg 131 11 of of IN cord-296739-ujsqshjg 131 12 reductions reduction NNS cord-296739-ujsqshjg 131 13 in in IN cord-296739-ujsqshjg 131 14 LOS LOS NNP cord-296739-ujsqshjg 131 15 over over IN cord-296739-ujsqshjg 131 16 time time NN cord-296739-ujsqshjg 131 17 for for IN cord-296739-ujsqshjg 131 18 many many JJ cord-296739-ujsqshjg 131 19 procedures procedure NNS cord-296739-ujsqshjg 131 20 . . . cord-296739-ujsqshjg 132 1 Including include VBG cord-296739-ujsqshjg 132 2 too too RB cord-296739-ujsqshjg 132 3 few few JJ cord-296739-ujsqshjg 132 4 cases case NNS cord-296739-ujsqshjg 132 5 would would MD cord-296739-ujsqshjg 132 6 increase increase VB cord-296739-ujsqshjg 132 7 the the DT cord-296739-ujsqshjg 132 8 predictive predictive JJ cord-296739-ujsqshjg 132 9 error error NN cord-296739-ujsqshjg 132 10 because because IN cord-296739-ujsqshjg 132 11 of of IN cord-296739-ujsqshjg 132 12 imprecision imprecision NN cord-296739-ujsqshjg 132 13 ( ( -LRB- cord-296739-ujsqshjg 132 14 i.e. i.e. FW cord-296739-ujsqshjg 132 15 , , , cord-296739-ujsqshjg 132 16 wide wide JJ cord-296739-ujsqshjg 132 17 prediction prediction NN cord-296739-ujsqshjg 132 18 intervals interval NNS cord-296739-ujsqshjg 132 19 ) ) -RRB- cord-296739-ujsqshjg 132 20 . . . cord-296739-ujsqshjg 133 1 In in IN cord-296739-ujsqshjg 133 2 this this DT cord-296739-ujsqshjg 133 3 study study NN cord-296739-ujsqshjg 133 4 , , , cord-296739-ujsqshjg 133 5 we -PRON- PRP cord-296739-ujsqshjg 133 6 show show VBP cord-296739-ujsqshjg 133 7 that that IN cord-296739-ujsqshjg 133 8 when when WRB cord-296739-ujsqshjg 133 9 performing perform VBG cord-296739-ujsqshjg 133 10 these these DT cord-296739-ujsqshjg 133 11 time time NN cord-296739-ujsqshjg 133 12 series series NNP cord-296739-ujsqshjg 133 13 calculations calculation NNS cord-296739-ujsqshjg 133 14 quarterly quarterly RB cord-296739-ujsqshjg 133 15 , , , cord-296739-ujsqshjg 133 16 a a DT cord-296739-ujsqshjg 133 17 reasonable reasonable JJ cord-296739-ujsqshjg 133 18 approach approach NN cord-296739-ujsqshjg 133 19 is be VBZ cord-296739-ujsqshjg 133 20 to to TO cord-296739-ujsqshjg 133 21 perform perform VB cord-296739-ujsqshjg 133 22 calculations calculation NNS cord-296739-ujsqshjg 133 23 of of IN cord-296739-ujsqshjg 133 24 both both DT cord-296739-ujsqshjg 133 25 case case NN cord-296739-ujsqshjg 133 26 counts count VBZ cord-296739-ujsqshjg 133 27 and and CC cord-296739-ujsqshjg 133 28 SEs se NNS cord-296739-ujsqshjg 133 29 for for IN cord-296739-ujsqshjg 133 30 each each DT cord-296739-ujsqshjg 133 31 category category NN cord-296739-ujsqshjg 133 32 of of IN cord-296739-ujsqshjg 133 33 procedure procedure NN cord-296739-ujsqshjg 133 34 . . . cord-296739-ujsqshjg 134 1 We -PRON- PRP cord-296739-ujsqshjg 134 2 recommend recommend VBP cord-296739-ujsqshjg 134 3 using use VBG cord-296739-ujsqshjg 134 4 the the DT cord-296739-ujsqshjg 134 5 fewest few JJS cord-296739-ujsqshjg 134 6 historical historical JJ cord-296739-ujsqshjg 134 7 quarters quarter NNS cord-296739-ujsqshjg 134 8 , , , cord-296739-ujsqshjg 134 9 starting start VBG cord-296739-ujsqshjg 134 10 with with IN cord-296739-ujsqshjg 134 11 the the DT cord-296739-ujsqshjg 134 12 most most RBS cord-296739-ujsqshjg 134 13 recent recent JJ cord-296739-ujsqshjg 134 14 quarter quarter NN cord-296739-ujsqshjg 134 15 , , , cord-296739-ujsqshjg 134 16 either either CC cord-296739-ujsqshjg 134 17 with with IN cord-296739-ujsqshjg 134 18 at at RB cord-296739-ujsqshjg 134 19 least least RBS cord-296739-ujsqshjg 134 20 800 800 CD cord-296739-ujsqshjg 134 21 cases case NNS cord-296739-ujsqshjg 134 22 or or CC cord-296739-ujsqshjg 134 23 an an DT cord-296739-ujsqshjg 134 24 estimated estimated JJ cord-296739-ujsqshjg 134 25 asymptotic asymptotic JJ cord-296739-ujsqshjg 134 26 SE se NN cord-296739-ujsqshjg 134 27 for for IN cord-296739-ujsqshjg 134 28 the the DT cord-296739-ujsqshjg 134 29 estimated estimate VBN cord-296739-ujsqshjg 134 30 percentage percentage NN cord-296739-ujsqshjg 134 31 no no DT cord-296739-ujsqshjg 134 32 greater great JJR cord-296739-ujsqshjg 134 33 than than IN cord-296739-ujsqshjg 134 34 1.25 1.25 CD cord-296739-ujsqshjg 134 35 % % NN cord-296739-ujsqshjg 134 36 . . . cord-296739-ujsqshjg 135 1 The the DT cord-296739-ujsqshjg 135 2 application application NN cord-296739-ujsqshjg 135 3 of of IN cord-296739-ujsqshjg 135 4 our -PRON- PRP$ cord-296739-ujsqshjg 135 5 methodology methodology NN cord-296739-ujsqshjg 135 6 with with IN cord-296739-ujsqshjg 135 7 local local JJ cord-296739-ujsqshjg 135 8 LOS LOS NNP cord-296739-ujsqshjg 135 9 data datum NNS cord-296739-ujsqshjg 135 10 will will MD cord-296739-ujsqshjg 135 11 enable enable VB cord-296739-ujsqshjg 135 12 OR or JJ cord-296739-ujsqshjg 135 13 managers manager NNS cord-296739-ujsqshjg 135 14 to to TO cord-296739-ujsqshjg 135 15 estimate estimate VB cord-296739-ujsqshjg 135 16 the the DT cord-296739-ujsqshjg 135 17 number number NN cord-296739-ujsqshjg 135 18 of of IN cord-296739-ujsqshjg 135 19 patients patient NNS cord-296739-ujsqshjg 135 20 on on IN cord-296739-ujsqshjg 135 21 the the DT cord-296739-ujsqshjg 135 22 elective elective JJ cord-296739-ujsqshjg 135 23 OR or CC cord-296739-ujsqshjg 135 24 schedule schedule NN cord-296739-ujsqshjg 135 25 each each DT cord-296739-ujsqshjg 135 26 day day NN cord-296739-ujsqshjg 135 27 who who WP cord-296739-ujsqshjg 135 28 will will MD cord-296739-ujsqshjg 135 29 be be VB cord-296739-ujsqshjg 135 30 hospitalized hospitalize VBN cord-296739-ujsqshjg 135 31 for for IN cord-296739-ujsqshjg 135 32 longer long JJR cord-296739-ujsqshjg 135 33 than than IN cord-296739-ujsqshjg 135 34 overnight overnight RB cord-296739-ujsqshjg 135 35 , , , cord-296739-ujsqshjg 135 36 thereby thereby RB cord-296739-ujsqshjg 135 37 facilitating facilitate VBG cord-296739-ujsqshjg 135 38 communication communication NN cord-296739-ujsqshjg 135 39 and and CC cord-296739-ujsqshjg 135 40 decision decision NN cord-296739-ujsqshjg 135 41 - - HYPH cord-296739-ujsqshjg 135 42 making making NN cord-296739-ujsqshjg 135 43 with with IN cord-296739-ujsqshjg 135 44 surgical surgical JJ cord-296739-ujsqshjg 135 45 departments department NNS cord-296739-ujsqshjg 135 46 when when WRB cord-296739-ujsqshjg 135 47 census census NN cord-296739-ujsqshjg 135 48 considerations consideration NNS cord-296739-ujsqshjg 135 49 hamper hamper VBP cord-296739-ujsqshjg 135 50 the the DT cord-296739-ujsqshjg 135 51 ability ability NN cord-296739-ujsqshjg 135 52 to to TO cord-296739-ujsqshjg 135 53 run run VB cord-296739-ujsqshjg 135 54 a a DT cord-296739-ujsqshjg 135 55 full full JJ cord-296739-ujsqshjg 135 56 surgical surgical JJ cord-296739-ujsqshjg 135 57 schedule schedule NN cord-296739-ujsqshjg 135 58 . . . cord-296739-ujsqshjg 136 1 Human human JJ cord-296739-ujsqshjg 136 2 subjects subject NNS cord-296739-ujsqshjg 136 3 : : : cord-296739-ujsqshjg 136 4 All all DT cord-296739-ujsqshjg 136 5 authors author NNS cord-296739-ujsqshjg 136 6 have have VBP cord-296739-ujsqshjg 136 7 confirmed confirm VBN cord-296739-ujsqshjg 136 8 that that IN cord-296739-ujsqshjg 136 9 this this DT cord-296739-ujsqshjg 136 10 study study NN cord-296739-ujsqshjg 136 11 did do VBD cord-296739-ujsqshjg 136 12 not not RB cord-296739-ujsqshjg 136 13 involve involve VB cord-296739-ujsqshjg 136 14 human human JJ cord-296739-ujsqshjg 136 15 participants participant NNS cord-296739-ujsqshjg 136 16 or or CC cord-296739-ujsqshjg 136 17 tissue tissue NN cord-296739-ujsqshjg 136 18 . . . cord-296739-ujsqshjg 137 1 Animal animal NN cord-296739-ujsqshjg 137 2 subjects subject NNS cord-296739-ujsqshjg 137 3 : : : cord-296739-ujsqshjg 137 4 All all DT cord-296739-ujsqshjg 137 5 authors author NNS cord-296739-ujsqshjg 137 6 have have VBP cord-296739-ujsqshjg 137 7 confirmed confirm VBN cord-296739-ujsqshjg 137 8 that that IN cord-296739-ujsqshjg 137 9 this this DT cord-296739-ujsqshjg 137 10 study study NN cord-296739-ujsqshjg 137 11 did do VBD cord-296739-ujsqshjg 137 12 not not RB cord-296739-ujsqshjg 137 13 involve involve VB cord-296739-ujsqshjg 137 14 animal animal NN cord-296739-ujsqshjg 137 15 subjects subject NNS cord-296739-ujsqshjg 137 16 or or CC cord-296739-ujsqshjg 137 17 tissue tissue NN cord-296739-ujsqshjg 137 18 . . . cord-296739-ujsqshjg 138 1 In in IN cord-296739-ujsqshjg 138 2 compliance compliance NN cord-296739-ujsqshjg 138 3 with with IN cord-296739-ujsqshjg 138 4 the the DT cord-296739-ujsqshjg 138 5 ICMJE ICMJE NNP cord-296739-ujsqshjg 138 6 uniform uniform JJ cord-296739-ujsqshjg 138 7 disclosure disclosure NN cord-296739-ujsqshjg 138 8 form form NN cord-296739-ujsqshjg 138 9 , , , cord-296739-ujsqshjg 138 10 all all DT cord-296739-ujsqshjg 138 11 authors author NNS cord-296739-ujsqshjg 138 12 declare declare VBP cord-296739-ujsqshjg 138 13 the the DT cord-296739-ujsqshjg 138 14 following follow VBG cord-296739-ujsqshjg 138 15 : : : cord-296739-ujsqshjg 138 16 Payment payment NN cord-296739-ujsqshjg 138 17 / / SYM cord-296739-ujsqshjg 138 18 services service NNS cord-296739-ujsqshjg 138 19 info info NN cord-296739-ujsqshjg 138 20 : : : cord-296739-ujsqshjg 138 21 All all DT cord-296739-ujsqshjg 138 22 authors author NNS cord-296739-ujsqshjg 138 23 have have VBP cord-296739-ujsqshjg 138 24 declared declare VBN cord-296739-ujsqshjg 138 25 that that IN cord-296739-ujsqshjg 138 26 no no DT cord-296739-ujsqshjg 138 27 financial financial JJ cord-296739-ujsqshjg 138 28 support support NN cord-296739-ujsqshjg 138 29 was be VBD cord-296739-ujsqshjg 138 30 received receive VBN cord-296739-ujsqshjg 138 31 from from IN cord-296739-ujsqshjg 138 32 any any DT cord-296739-ujsqshjg 138 33 organization organization NN cord-296739-ujsqshjg 138 34 for for IN cord-296739-ujsqshjg 138 35 the the DT cord-296739-ujsqshjg 138 36 submitted submit VBN cord-296739-ujsqshjg 138 37 work work NN cord-296739-ujsqshjg 138 38 . . . cord-296739-ujsqshjg 139 1 Financial financial JJ cord-296739-ujsqshjg 139 2 relationships relationship NNS cord-296739-ujsqshjg 139 3 : : : cord-296739-ujsqshjg 139 4 All all DT cord-296739-ujsqshjg 139 5 authors author NNS cord-296739-ujsqshjg 139 6 have have VBP cord-296739-ujsqshjg 139 7 declared declare VBN cord-296739-ujsqshjg 139 8 that that IN cord-296739-ujsqshjg 139 9 they -PRON- PRP cord-296739-ujsqshjg 139 10 have have VBP cord-296739-ujsqshjg 139 11 no no DT cord-296739-ujsqshjg 139 12 financial financial JJ cord-296739-ujsqshjg 139 13 relationships relationship NNS cord-296739-ujsqshjg 139 14 at at IN cord-296739-ujsqshjg 139 15 present present JJ cord-296739-ujsqshjg 139 16 or or CC cord-296739-ujsqshjg 139 17 within within IN cord-296739-ujsqshjg 139 18 the the DT cord-296739-ujsqshjg 139 19 previous previous JJ cord-296739-ujsqshjg 139 20 three three CD cord-296739-ujsqshjg 139 21 years year NNS cord-296739-ujsqshjg 139 22 with with IN cord-296739-ujsqshjg 139 23 any any DT cord-296739-ujsqshjg 139 24 organizations organization NNS cord-296739-ujsqshjg 139 25 that that WDT cord-296739-ujsqshjg 139 26 might may MD cord-296739-ujsqshjg 139 27 have have VB cord-296739-ujsqshjg 139 28 an an DT cord-296739-ujsqshjg 139 29 interest interest NN cord-296739-ujsqshjg 139 30 in in IN cord-296739-ujsqshjg 139 31 the the DT cord-296739-ujsqshjg 139 32 submitted submit VBN cord-296739-ujsqshjg 139 33 work work NN cord-296739-ujsqshjg 139 34 . . . cord-296739-ujsqshjg 140 1 Other other JJ cord-296739-ujsqshjg 140 2 relationships relationship NNS cord-296739-ujsqshjg 140 3 : : : cord-296739-ujsqshjg 140 4 All all DT cord-296739-ujsqshjg 140 5 authors author NNS cord-296739-ujsqshjg 140 6 have have VBP cord-296739-ujsqshjg 140 7 declared declare VBN cord-296739-ujsqshjg 140 8 that that IN cord-296739-ujsqshjg 140 9 there there EX cord-296739-ujsqshjg 140 10 are be VBP cord-296739-ujsqshjg 140 11 no no DT cord-296739-ujsqshjg 140 12 other other JJ cord-296739-ujsqshjg 140 13 relationships relationship NNS cord-296739-ujsqshjg 140 14 or or CC cord-296739-ujsqshjg 140 15 activities activity NNS cord-296739-ujsqshjg 140 16 that that WDT cord-296739-ujsqshjg 140 17 could could MD cord-296739-ujsqshjg 140 18 appear appear VB cord-296739-ujsqshjg 140 19 to to TO cord-296739-ujsqshjg 140 20 have have VB cord-296739-ujsqshjg 140 21 influenced influence VBN cord-296739-ujsqshjg 140 22 the the DT cord-296739-ujsqshjg 140 23 submitted submit VBN cord-296739-ujsqshjg 140 24 work work NN cord-296739-ujsqshjg 140 25 . . . cord-296739-ujsqshjg 141 1 Monte Monte NNP cord-296739-ujsqshjg 141 2 Carlo Carlo NNP cord-296739-ujsqshjg 141 3 simulations simulation NNS cord-296739-ujsqshjg 141 4 comparing compare VBG cord-296739-ujsqshjg 141 5 Fisher Fisher NNP cord-296739-ujsqshjg 141 6 exact exact JJ cord-296739-ujsqshjg 141 7 test test NN cord-296739-ujsqshjg 141 8 and and CC cord-296739-ujsqshjg 141 9 unequal unequal JJ cord-296739-ujsqshjg 141 10 variances variance NNS cord-296739-ujsqshjg 141 11 t t NN cord-296739-ujsqshjg 141 12 test test NN cord-296739-ujsqshjg 141 13 for for IN cord-296739-ujsqshjg 141 14 analysis analysis NN cord-296739-ujsqshjg 141 15 of of IN cord-296739-ujsqshjg 141 16 differences difference NNS cord-296739-ujsqshjg 141 17 between between IN cord-296739-ujsqshjg 141 18 groups group NNS cord-296739-ujsqshjg 141 19 in in IN cord-296739-ujsqshjg 141 20 brief brief JJ cord-296739-ujsqshjg 141 21 hospital hospital NN cord-296739-ujsqshjg 141 22 lengths length NNS cord-296739-ujsqshjg 141 23 of of IN cord-296739-ujsqshjg 141 24 stay stay JJ cord-296739-ujsqshjg 141 25 Policy policy NN cord-296739-ujsqshjg 141 26 implications implication NNS cord-296739-ujsqshjg 141 27 for for IN cord-296739-ujsqshjg 141 28 the the DT cord-296739-ujsqshjg 141 29 COVID-19 covid-19 JJ cord-296739-ujsqshjg 141 30 pandemic pandemic NN cord-296739-ujsqshjg 141 31 in in IN cord-296739-ujsqshjg 141 32 light light NN cord-296739-ujsqshjg 141 33 of of IN cord-296739-ujsqshjg 141 34 most most JJS cord-296739-ujsqshjg 141 35 patients patient NNS cord-296739-ujsqshjg 141 36 ( ( -LRB- cord-296739-ujsqshjg 141 37 ≥72 ≥72 NNP cord-296739-ujsqshjg 141 38 % % NN cord-296739-ujsqshjg 141 39 ) ) -RRB- cord-296739-ujsqshjg 141 40 spending spending NN cord-296739-ujsqshjg 141 41 at at RB cord-296739-ujsqshjg 141 42 most most RBS cord-296739-ujsqshjg 141 43 one one CD cord-296739-ujsqshjg 141 44 night night NN cord-296739-ujsqshjg 141 45 at at IN cord-296739-ujsqshjg 141 46 the the DT cord-296739-ujsqshjg 141 47 hospital hospital NN cord-296739-ujsqshjg 141 48 after after IN cord-296739-ujsqshjg 141 49 elective elective JJ cord-296739-ujsqshjg 141 50 , , , cord-296739-ujsqshjg 141 51 major major JJ cord-296739-ujsqshjg 141 52 therapeutic therapeutic JJ cord-296739-ujsqshjg 141 53 procedures procedure NNS cord-296739-ujsqshjg 141 54 Clinical Clinical NNP cord-296739-ujsqshjg 141 55 Classifications Classifications NNPS cord-296739-ujsqshjg 141 56 Software Software NNP cord-296739-ujsqshjg 141 57 ( ( -LRB- cord-296739-ujsqshjg 141 58 CCS CCS NNP cord-296739-ujsqshjg 141 59 ) ) -RRB- cord-296739-ujsqshjg 141 60 for for IN cord-296739-ujsqshjg 141 61 ICD-10-PCS icd-10-pcs NN cord-296739-ujsqshjg 141 62 ( ( -LRB- cord-296739-ujsqshjg 141 63 beta beta NN cord-296739-ujsqshjg 141 64 version version NN cord-296739-ujsqshjg 141 65 Clinical Clinical NNP cord-296739-ujsqshjg 141 66 Classifications Classifications NNPS cord-296739-ujsqshjg 141 67 Software Software NNP cord-296739-ujsqshjg 141 68 for for IN cord-296739-ujsqshjg 141 69 services service NNS cord-296739-ujsqshjg 141 70 and and CC cord-296739-ujsqshjg 141 71 procedures procedure NNS cord-296739-ujsqshjg 142 1 A a DT cord-296739-ujsqshjg 142 2 review review NN cord-296739-ujsqshjg 142 3 of of IN cord-296739-ujsqshjg 142 4 analysis analysis NN cord-296739-ujsqshjg 142 5 and and CC cord-296739-ujsqshjg 142 6 sample sample NN cord-296739-ujsqshjg 142 7 size size NN cord-296739-ujsqshjg 142 8 calculation calculation NN cord-296739-ujsqshjg 142 9 considerations consideration NNS cord-296739-ujsqshjg 142 10 for for IN cord-296739-ujsqshjg 142 11 Wilcoxon Wilcoxon NNP cord-296739-ujsqshjg 142 12 tests test VBZ cord-296739-ujsqshjg 142 13 Wilcoxon Wilcoxon NNP cord-296739-ujsqshjg 142 14 - - HYPH cord-296739-ujsqshjg 142 15 Mann Mann NNP cord-296739-ujsqshjg 142 16 - - HYPH cord-296739-ujsqshjg 142 17 Whitney Whitney NNP cord-296739-ujsqshjg 142 18 test test NN cord-296739-ujsqshjg 142 19 for for IN cord-296739-ujsqshjg 142 20 data datum NNS cord-296739-ujsqshjg 142 21 that that WDT cord-296739-ujsqshjg 142 22 are be VBP cord-296739-ujsqshjg 142 23 not not RB cord-296739-ujsqshjg 142 24 normally normally RB cord-296739-ujsqshjg 142 25 distributed distribute VBN cord-296739-ujsqshjg 142 26 Many many JJ cord-296739-ujsqshjg 142 27 US US NNP cord-296739-ujsqshjg 142 28 hospital hospital NN cord-296739-ujsqshjg 142 29 - - HYPH cord-296739-ujsqshjg 142 30 affiliated affiliate VBN cord-296739-ujsqshjg 142 31 freestanding freestanding JJ cord-296739-ujsqshjg 142 32 ambulatory ambulatory JJ cord-296739-ujsqshjg 142 33 surgery surgery NN cord-296739-ujsqshjg 142 34 centers center NNS cord-296739-ujsqshjg 142 35 are be VBP cord-296739-ujsqshjg 142 36 located locate VBN cord-296739-ujsqshjg 142 37 on on IN cord-296739-ujsqshjg 142 38 hospital hospital NN cord-296739-ujsqshjg 142 39 campuses campus NNS cord-296739-ujsqshjg 142 40 , , , cord-296739-ujsqshjg 142 41 relevant relevant JJ cord-296739-ujsqshjg 142 42 to to IN cord-296739-ujsqshjg 142 43 interpretation interpretation NN cord-296739-ujsqshjg 142 44 of of IN cord-296739-ujsqshjg 142 45 studies study NNS cord-296739-ujsqshjg 142 46 involving involve VBG cord-296739-ujsqshjg 142 47 ambulatory ambulatory JJ cord-296739-ujsqshjg 142 48 surgery surgery NN