id sid tid token lemma pos cuesj-623 1 1 tx_1 tx_1 PROPN cuesj-623 1 2 ~ ~ X cuesj-623 1 3 abs ab NOUN cuesj-623 1 4 : : PUNCT cuesj-623 1 5 at at ADP cuesj-623 1 6 / / SYM cuesj-623 1 7 add add VERB cuesj-623 1 8 : : PUNCT cuesj-623 1 9 tx_2 tx_2 PROPN cuesj-623 1 10 ~ ~ NOUN cuesj-623 1 11 abs ab NOUN cuesj-623 1 12 : : PUNCT cuesj-623 1 13 at at ADP cuesj-623 1 14 57 57 NUM cuesj-623 1 15 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-623 1 16 cuesj cuesj ADJ cuesj-623 1 17 2022 2022 NUM cuesj-623 1 18 , , PUNCT cuesj-623 1 19 6 6 NUM cuesj-623 1 20 ( ( PUNCT cuesj-623 1 21 1 1 NUM cuesj-623 1 22 ): ): PUNCT cuesj-623 1 23 57 57 NUM cuesj-623 1 24 - - SYM cuesj-623 1 25 63 63 NUM cuesj-623 1 26 research research NOUN cuesj-623 1 27 article article NOUN cuesj-623 1 28 an an DET cuesj-623 1 29 application application NOUN cuesj-623 1 30 of of ADP cuesj-623 1 31 logistic logistic ADJ cuesj-623 1 32 regression regression NOUN cuesj-623 1 33 modeling modeling NOUN cuesj-623 1 34 to to PART cuesj-623 1 35 predict predict VERB cuesj-623 1 36 risk risk NOUN cuesj-623 1 37 factors factor NOUN cuesj-623 1 38 for for ADP cuesj-623 1 39 bypass bypass NOUN cuesj-623 1 40 graft graft NOUN cuesj-623 1 41 diagnosis diagnosis NOUN cuesj-623 1 42 in in ADP cuesj-623 1 43 erbil erbil PROPN cuesj-623 1 44 azhin azhin PROPN cuesj-623 1 45 m. m. PROPN cuesj-623 1 46 khudhur khudhur PROPN cuesj-623 1 47 , , PUNCT cuesj-623 1 48 dler dler NOUN cuesj-623 1 49 h. h. PROPN cuesj-623 1 50 kadir kadir PROPN cuesj-623 1 51 department department PROPN cuesj-623 1 52 of of ADP cuesj-623 1 53 statistics statistic NOUN cuesj-623 1 54 and and CCONJ cuesj-623 1 55 informatics informatic NOUN cuesj-623 1 56 , , PUNCT cuesj-623 1 57 college college NOUN cuesj-623 1 58 of of ADP cuesj-623 1 59 administration administration NOUN cuesj-623 1 60 and and CCONJ cuesj-623 1 61 economics economic NOUN cuesj-623 1 62 , , PUNCT cuesj-623 1 63 salahaddin salahaddin VERB cuesj-623 1 64 university university NOUN cuesj-623 1 65 - - PUNCT cuesj-623 1 66 erbil erbil PROPN cuesj-623 1 67 , , PUNCT cuesj-623 1 68 kurdistan kurdistan PROPN cuesj-623 1 69 region region PROPN cuesj-623 1 70 f.r f.r PROPN cuesj-623 1 71 . . PROPN cuesj-623 1 72 iraq iraq PROPN cuesj-623 1 73 abstract abstract ADV cuesj-623 1 74 in in ADP cuesj-623 1 75 the the DET cuesj-623 1 76 medical medical ADJ cuesj-623 1 77 world world NOUN cuesj-623 1 78 , , PUNCT cuesj-623 1 79 predictive predictive ADJ cuesj-623 1 80 models model NOUN cuesj-623 1 81 for for ADP cuesj-623 1 82 assessing assess VERB cuesj-623 1 83 operative operative ADJ cuesj-623 1 84 risk risk NOUN cuesj-623 1 85 using use VERB cuesj-623 1 86 patient patient ADJ cuesj-623 1 87 risk risk NOUN cuesj-623 1 88 factors factor NOUN cuesj-623 1 89 have have AUX cuesj-623 1 90 gained gain VERB cuesj-623 1 91 appeal appeal NOUN cuesj-623 1 92 as as ADP cuesj-623 1 93 a a DET cuesj-623 1 94 useful useful ADJ cuesj-623 1 95 tool tool NOUN cuesj-623 1 96 for for ADP cuesj-623 1 97 adjusting adjust VERB cuesj-623 1 98 surgical surgical ADJ cuesj-623 1 99 outcomes outcome NOUN cuesj-623 1 100 . . PUNCT cuesj-623 2 1 the the DET cuesj-623 2 2 goal goal NOUN cuesj-623 2 3 of of ADP cuesj-623 2 4 this this DET cuesj-623 2 5 study study NOUN cuesj-623 2 6 was be AUX cuesj-623 2 7 to to PART cuesj-623 2 8 see see VERB cuesj-623 2 9 if if SCONJ cuesj-623 2 10 there there PRON cuesj-623 2 11 was be VERB cuesj-623 2 12 a a DET cuesj-623 2 13 link link NOUN cuesj-623 2 14 between between ADP cuesj-623 2 15 the the DET cuesj-623 2 16 severity severity NOUN cuesj-623 2 17 of of ADP cuesj-623 2 18 atherosclerosis atherosclerosis NOUN cuesj-623 2 19 as as SCONJ cuesj-623 2 20 determined determine VERB cuesj-623 2 21 by by ADP cuesj-623 2 22 angiography angiography NOUN cuesj-623 2 23 and and CCONJ cuesj-623 2 24 changes change NOUN cuesj-623 2 25 in in ADP cuesj-623 2 26 several several ADJ cuesj-623 2 27 key key ADJ cuesj-623 2 28 biochemical biochemical ADJ cuesj-623 2 29 , , PUNCT cuesj-623 2 30 hormonal hormonal ADJ cuesj-623 2 31 , , PUNCT cuesj-623 2 32 and and CCONJ cuesj-623 2 33 hematological hematological ADJ cuesj-623 2 34 variables variable NOUN cuesj-623 2 35 in in ADP cuesj-623 2 36 patients patient NOUN cuesj-623 2 37 who who PRON cuesj-623 2 38 had have VERB cuesj-623 2 39 coronary coronary ADJ cuesj-623 2 40 artery artery NOUN cuesj-623 2 41 bypass bypass NOUN cuesj-623 2 42 graft graft NOUN cuesj-623 2 43 ( ( PUNCT cuesj-623 2 44 cabg cabg ADJ cuesj-623 2 45 ) ) PUNCT cuesj-623 2 46 surgery surgery NOUN cuesj-623 2 47 . . PUNCT cuesj-623 3 1 this this DET cuesj-623 3 2 study study NOUN cuesj-623 3 3 included include VERB cuesj-623 3 4 100 100 NUM cuesj-623 3 5 adult adult NOUN cuesj-623 3 6 patients patient NOUN cuesj-623 3 7 who who PRON cuesj-623 3 8 had have VERB cuesj-623 3 9 coronary coronary ADJ cuesj-623 3 10 angiography angiography NOUN cuesj-623 3 11 , , PUNCT cuesj-623 3 12 as as ADV cuesj-623 3 13 well well ADV cuesj-623 3 14 as as ADP cuesj-623 3 15 a a DET cuesj-623 3 16 standardized standardized ADJ cuesj-623 3 17 case case NOUN cuesj-623 3 18 – – PUNCT cuesj-623 3 19 control control NOUN cuesj-623 3 20 study study NOUN cuesj-623 3 21 of of ADP cuesj-623 3 22 acute acute ADJ cuesj-623 3 23 myocardial myocardial ADJ cuesj-623 3 24 infarction infarction NOUN cuesj-623 3 25 that that PRON cuesj-623 3 26 included include VERB cuesj-623 3 27 60 60 NUM cuesj-623 3 28 healthy healthy ADJ cuesj-623 3 29 people people NOUN cuesj-623 3 30 . . PUNCT cuesj-623 4 1 in in ADP cuesj-623 4 2 addition addition NOUN cuesj-623 4 3 , , PUNCT cuesj-623 4 4 not not PART cuesj-623 4 5 all all DET cuesj-623 4 6 investigations investigation NOUN cuesj-623 4 7 of of ADP cuesj-623 4 8 heart heart NOUN cuesj-623 4 9 attack attack NOUN cuesj-623 4 10 disorders disorder NOUN cuesj-623 4 11 were be AUX cuesj-623 4 12 concerned concern VERB cuesj-623 4 13 with with ADP cuesj-623 4 14 modeling modeling NOUN cuesj-623 4 15 ; ; PUNCT cuesj-623 4 16 rather rather ADV cuesj-623 4 17 , , PUNCT cuesj-623 4 18 they they PRON cuesj-623 4 19 were be AUX cuesj-623 4 20 all all ADV cuesj-623 4 21 concerned concerned ADJ cuesj-623 4 22 with with ADP cuesj-623 4 23 classification classification NOUN cuesj-623 4 24 . . PUNCT cuesj-623 5 1 a a DET cuesj-623 5 2     SPACE cuesj-623 5 3 family family NOUN cuesj-623 5 4 of of ADP cuesj-623 5 5 generalized generalized ADJ cuesj-623 5 6 linear linear NOUN cuesj-623 5 7 models model NOUN cuesj-623 5 8 called call VERB cuesj-623 5 9 binary binary PROPN cuesj-623 5 10 logistic logistic ADJ cuesj-623 5 11 regression regression NOUN cuesj-623 5 12 was be AUX cuesj-623 5 13 used use VERB cuesj-623 5 14 . . PUNCT cuesj-623 6 1 because because SCONJ cuesj-623 6 2 most most ADJ cuesj-623 6 3 phenomena phenomenon NOUN cuesj-623 6 4 ’ ' PUNCT cuesj-623 6 5 outcomes outcome NOUN cuesj-623 6 6 have have VERB cuesj-623 6 7 only only ADV cuesj-623 6 8 two two NUM cuesj-623 6 9 values value NOUN cuesj-623 6 10 ( ( PUNCT cuesj-623 6 11 alive alive ADJ cuesj-623 6 12 / / SYM cuesj-623 6 13 dead dead ADJ cuesj-623 6 14 , , PUNCT cuesj-623 6 15 exposed expose VERB cuesj-623 6 16 / / PUNCT cuesj-623 6 17 not not PART cuesj-623 6 18 exposed expose VERB cuesj-623 6 19 , , PUNCT cuesj-623 6 20 presence presence NOUN cuesj-623 6 21 / / SYM cuesj-623 6 22 absence absence NOUN cuesj-623 6 23 , , PUNCT cuesj-623 6 24 etc etc X cuesj-623 6 25 . . X cuesj-623 6 26 ) ) PUNCT cuesj-623 6 27 , , PUNCT cuesj-623 6 28 logistic logistic ADJ cuesj-623 6 29 regression regression NOUN cuesj-623 6 30 analysis analysis NOUN cuesj-623 6 31 is be AUX cuesj-623 6 32 a a DET cuesj-623 6 33 common common ADJ cuesj-623 6 34 method method NOUN cuesj-623 6 35 and and CCONJ cuesj-623 6 36 plays play VERB cuesj-623 6 37 an an DET cuesj-623 6 38 important important ADJ cuesj-623 6 39 role role NOUN cuesj-623 6 40 in in ADP cuesj-623 6 41 health health NOUN cuesj-623 6 42 science science NOUN cuesj-623 6 43 . . PUNCT cuesj-623 7 1 overall overall ADJ cuesj-623 7 2 , , PUNCT cuesj-623 7 3 62.5 62.5 NUM cuesj-623 7 4 % % NOUN cuesj-623 7 5 of of ADP cuesj-623 7 6 individuals individual NOUN cuesj-623 7 7 were be AUX cuesj-623 7 8 grouped group VERB cuesj-623 7 9 into into ADP cuesj-623 7 10 surgical surgical ADJ cuesj-623 7 11 bypass bypass NOUN cuesj-623 7 12 grafts graft NOUN cuesj-623 7 13 , , PUNCT cuesj-623 7 14 while while SCONJ cuesj-623 7 15 37.5 37.5 NUM cuesj-623 7 16 % % NOUN cuesj-623 7 17 were be AUX cuesj-623 7 18 healthy healthy ADJ cuesj-623 7 19 people people NOUN cuesj-623 7 20 . . PUNCT cuesj-623 8 1 hemoglobin hemoglobin PROPN cuesj-623 8 2 a1c a1c PROPN cuesj-623 8 3 was be AUX cuesj-623 8 4 wisely wisely ADV cuesj-623 8 5 significant significant ADJ cuesj-623 8 6 , , PUNCT cuesj-623 8 7 and and CCONJ cuesj-623 8 8 the the DET cuesj-623 8 9 odds odd NOUN cuesj-623 8 10 of of ADP cuesj-623 8 11 one one NUM cuesj-623 8 12 unit unit NOUN cuesj-623 8 13 increase increase NOUN cuesj-623 8 14 led lead VERB cuesj-623 8 15 to to ADP cuesj-623 8 16 roughly roughly ADV cuesj-623 8 17 7.488 7.488 NUM cuesj-623 8 18     SPACE cuesj-623 8 19 times time NOUN cuesj-623 8 20 higher high ADJ cuesj-623 8 21 . . PUNCT cuesj-623 9 1 age age NOUN cuesj-623 9 2 and and CCONJ cuesj-623 9 3 body body NOUN cuesj-623 9 4 mass mass NOUN cuesj-623 9 5 index index NOUN cuesj-623 9 6 had have VERB cuesj-623 9 7 quite quite ADV cuesj-623 9 8 high high ADJ cuesj-623 9 9 and and CCONJ cuesj-623 9 10 substantial substantial ADJ cuesj-623 9 11 effect effect NOUN cuesj-623 9 12 parameters parameter NOUN cuesj-623 9 13 with with ADP cuesj-623 9 14 a a DET cuesj-623 9 15 1.2 1.2 NUM cuesj-623 9 16     SPACE cuesj-623 9 17 times time NOUN cuesj-623 9 18 higher high ADJ cuesj-623 9 19 likelihood likelihood NOUN cuesj-623 9 20 than than ADP cuesj-623 9 21 those those PRON cuesj-623 9 22 who who PRON cuesj-623 9 23 have have VERB cuesj-623 9 24 smaller small ADJ cuesj-623 9 25 bmi bmi NOUN cuesj-623 9 26 and and CCONJ cuesj-623 9 27 younger young ADJ cuesj-623 9 28 . . PUNCT cuesj-623 10 1 according accord VERB cuesj-623 10 2 to to ADP cuesj-623 10 3 the the DET cuesj-623 10 4 study study NOUN cuesj-623 10 5 , , PUNCT cuesj-623 10 6 smokers smoker NOUN cuesj-623 10 7 were be AUX cuesj-623 10 8 more more ADV cuesj-623 10 9 likely likely ADJ cuesj-623 10 10 to to PART cuesj-623 10 11 be be AUX cuesj-623 10 12 at at ADP cuesj-623 10 13 risk risk NOUN cuesj-623 10 14 of of ADP cuesj-623 10 15 undergoing undergo VERB cuesj-623 10 16 bypass bypass NOUN cuesj-623 10 17 surgery surgery NOUN cuesj-623 10 18 by by ADP cuesj-623 10 19 4.18 4.18 NUM cuesj-623 10 20     SPACE cuesj-623 10 21 times time NOUN cuesj-623 10 22 . . PUNCT cuesj-623 11 1 however however ADV cuesj-623 11 2 , , PUNCT cuesj-623 11 3 there there PRON cuesj-623 11 4 was be VERB cuesj-623 11 5 no no DET cuesj-623 11 6 significant significant ADJ cuesj-623 11 7 link link NOUN cuesj-623 11 8 between between ADP cuesj-623 11 9 gender gender NOUN cuesj-623 11 10 , , PUNCT cuesj-623 11 11 screening screen VERB cuesj-623 11 12 creatinine creatinine NOUN cuesj-623 11 13 , , PUNCT cuesj-623 11 14 cholesterol cholesterol NOUN cuesj-623 11 15 , , PUNCT cuesj-623 11 16 triglycerides triglyceride NOUN cuesj-623 11 17 , , PUNCT cuesj-623 11 18 high high ADJ cuesj-623 11 19 - - PUNCT cuesj-623 11 20 density density NOUN cuesj-623 11 21 lipoprotein lipoprotein ADJ cuesj-623 11 22 levels level NOUN cuesj-623 11 23 , , PUNCT cuesj-623 11 24 lower low ADJ cuesj-623 11 25 density density NOUN cuesj-623 11 26 level level NOUN cuesj-623 11 27 , , PUNCT cuesj-623 11 28 systolic systolic ADJ cuesj-623 11 29 blood blood NOUN cuesj-623 11 30 pressure pressure NOUN cuesj-623 11 31 , , PUNCT cuesj-623 11 32 and and CCONJ cuesj-623 11 33 diastolic diastolic ADJ cuesj-623 11 34 blood blood NOUN cuesj-623 11 35 pressure pressure NOUN cuesj-623 11 36 with with ADP cuesj-623 11 37 the the DET cuesj-623 11 38 outcome outcome NOUN cuesj-623 11 39 variable variable NOUN cuesj-623 11 40 . . PUNCT cuesj-623 12 1 keywords keyword NOUN cuesj-623 12 2 : : PUNCT cuesj-623 12 3 bypass bypass NOUN cuesj-623 12 4 graft graft NOUN cuesj-623 12 5 , , PUNCT cuesj-623 12 6 glms glm NOUN cuesj-623 12 7 , , PUNCT cuesj-623 12 8 risk risk NOUN cuesj-623 12 9 assessment assessment NOUN cuesj-623 12 10 of of ADP cuesj-623 12 11 coronary coronary ADJ cuesj-623 12 12 artery artery NOUN cuesj-623 12 13 bypass bypass NOUN cuesj-623 12 14 graft graft NOUN cuesj-623 12 15 surgery surgery NOUN cuesj-623 12 16 , , PUNCT cuesj-623 12 17 logistic logistic ADJ cuesj-623 12 18 regression regression NOUN cuesj-623 12 19 model model NOUN cuesj-623 12 20 , , PUNCT cuesj-623 12 21 explanatory explanatory ADJ cuesj-623 12 22 analysis analysis NOUN cuesj-623 12 23 , , PUNCT cuesj-623 12 24 odds odd NOUN cuesj-623 12 25 ratio ratio NOUN cuesj-623 12 26 aim aim NOUN cuesj-623 12 27 of of ADP cuesj-623 12 28 the the DET cuesj-623 12 29 study study NOUN cuesj-623 12 30 the the DET cuesj-623 12 31 aim aim NOUN cuesj-623 12 32 of of ADP cuesj-623 12 33 this this DET cuesj-623 12 34 study study NOUN cuesj-623 12 35 is be AUX cuesj-623 12 36 to to PART cuesj-623 12 37 examine examine VERB cuesj-623 12 38 factors factor NOUN cuesj-623 12 39 affecting affect VERB cuesj-623 12 40 undergoing undergo VERB cuesj-623 12 41 bypass bypass NOUN cuesj-623 12 42 surgery surgery NOUN cuesj-623 12 43 using use VERB cuesj-623 12 44 multiple multiple ADJ cuesj-623 12 45 logistic logistic ADJ cuesj-623 12 46 regression regression NOUN cuesj-623 12 47 . . PUNCT cuesj-623 13 1 this this PRON cuesj-623 13 2 can can AUX cuesj-623 13 3 be be AUX cuesj-623 13 4 done do VERB cuesj-623 13 5 by by ADP cuesj-623 13 6 assessing assess VERB cuesj-623 13 7 the the DET cuesj-623 13 8 contribution contribution NOUN cuesj-623 13 9 of of ADP cuesj-623 13 10 factors factor NOUN cuesj-623 13 11 that that PRON cuesj-623 13 12 are be AUX cuesj-623 13 13 linked link VERB cuesj-623 13 14 to to ADP cuesj-623 13 15 the the DET cuesj-623 13 16 probability probability NOUN cuesj-623 13 17 of of ADP cuesj-623 13 18 being be AUX cuesj-623 13 19 in in ADP cuesj-623 13 20 surgeries surgery NOUN cuesj-623 13 21 between between ADP cuesj-623 13 22 patients patient NOUN cuesj-623 13 23 and and CCONJ cuesj-623 13 24 healthy healthy ADJ cuesj-623 13 25 people people NOUN cuesj-623 13 26 . . PUNCT cuesj-623 14 1 research research NOUN cuesj-623 14 2 questions question NOUN cuesj-623 14 3 1are 1are PROPN cuesj-623 14 4 the the DET cuesj-623 14 5 factors factor NOUN cuesj-623 14 6 significantly significantly ADV cuesj-623 14 7 correlated correlate VERB cuesj-623 14 8 to to PART cuesj-623 14 9 bypass bypass NOUN cuesj-623 14 10 graft graft NOUN cuesj-623 14 11 ? ? PUNCT cuesj-623 15 1 2what 2what NUM cuesj-623 15 2 is be AUX cuesj-623 15 3 the the DET cuesj-623 15 4 greatest great ADJ cuesj-623 15 5 procedure procedure NOUN cuesj-623 15 6 to to PART cuesj-623 15 7 investigate investigate VERB cuesj-623 15 8 the the DET cuesj-623 15 9 connection connection NOUN cuesj-623 15 10 between between ADP cuesj-623 15 11 those those DET cuesj-623 15 12 factors factor NOUN cuesj-623 15 13 and and CCONJ cuesj-623 15 14 the the DET cuesj-623 15 15 probability probability NOUN cuesj-623 15 16 of of ADP cuesj-623 15 17 receiving receive VERB cuesj-623 15 18 surgery surgery NOUN cuesj-623 15 19 due due ADP cuesj-623 15 20 to to ADP cuesj-623 15 21 bypass bypass NOUN cuesj-623 15 22 graft graft NOUN cuesj-623 15 23 ? ? PUNCT cuesj-623 16 1 background background NOUN cuesj-623 16 2 to to ADP cuesj-623 16 3 the the DET cuesj-623 16 4 study study NOUN cuesj-623 16 5 coronary coronary ADJ cuesj-623 16 6 heart heart NOUN cuesj-623 16 7 disease disease NOUN cuesj-623 16 8 can can AUX cuesj-623 16 9 be be AUX cuesj-623 16 10 defined define VERB cuesj-623 16 11 as as ADP cuesj-623 16 12 a a DET cuesj-623 16 13 disease disease NOUN cuesj-623 16 14 that that SCONJ cuesj-623 16 15 plaque plaque NOUN cuesj-623 16 16 ( ( PUNCT cuesj-623 16 17 a a DET cuesj-623 16 18 waxy waxy NOUN cuesj-623 16 19 substance substance NOUN cuesj-623 16 20 ) ) PUNCT cuesj-623 16 21 constructs construct NOUN cuesj-623 16 22 inside inside ADP cuesj-623 16 23 the the DET cuesj-623 16 24 coronary coronary ADJ cuesj-623 16 25 arteries artery NOUN cuesj-623 16 26 . . PUNCT cuesj-623 17 1 oxygen oxygen NOUN cuesj-623 17 2 blood blood NOUN cuesj-623 17 3 is be AUX cuesj-623 17 4 supplied supply VERB cuesj-623 17 5 to to ADP cuesj-623 17 6 the the DET cuesj-623 17 7 heart heart NOUN cuesj-623 17 8 by by ADP cuesj-623 17 9 these these DET cuesj-623 17 10 arteries artery NOUN cuesj-623 17 11 . . PUNCT cuesj-623 18 1 bypass bypass NOUN cuesj-623 18 2 grafting graft VERB cuesj-623 18 3 surgery surgery NOUN cuesj-623 18 4 is be AUX cuesj-623 18 5 a a DET cuesj-623 18 6 kind kind NOUN cuesj-623 18 7 of of ADP cuesj-623 18 8 surgery surgery NOUN cuesj-623 18 9 that that PRON cuesj-623 18 10 enhances enhance VERB cuesj-623 18 11 the the DET cuesj-623 18 12 amount amount NOUN cuesj-623 18 13 of of ADP cuesj-623 18 14 blood blood NOUN cuesj-623 18 15 flow flow NOUN cuesj-623 18 16 to to ADP cuesj-623 18 17 the the DET cuesj-623 18 18 heart heart NOUN cuesj-623 18 19 . . PUNCT cuesj-623 19 1 multiple multiple ADJ cuesj-623 19 2 coronary coronary ADJ cuesj-623 19 3 arteries artery NOUN cuesj-623 19 4 can can AUX cuesj-623 19 5 be be AUX cuesj-623 19 6 bypassed bypass VERB cuesj-623 19 7 by by ADP cuesj-623 19 8 the the DET cuesj-623 19 9 surgeon surgeon NOUN cuesj-623 19 10 in in ADP cuesj-623 19 11 just just ADV cuesj-623 19 12 one one NUM cuesj-623 19 13 surgery.[1 surgery.[1 NOUN cuesj-623 19 14 ] ] PUNCT cuesj-623 19 15 from from ADP cuesj-623 19 16 several several ADJ cuesj-623 19 17 of of ADP cuesj-623 19 18 each each DET cuesj-623 19 19 specific specific ADJ cuesj-623 19 20 trial trial NOUN cuesj-623 19 21 or or CCONJ cuesj-623 19 22 meta meta NOUN cuesj-623 19 23 - - PUNCT cuesj-623 19 24 analysis analysis NOUN cuesj-623 19 25 of of ADP cuesj-623 19 26 various various ADJ cuesj-623 19 27 trials trial NOUN cuesj-623 19 28 identifying identify VERB cuesj-623 19 29 whether whether SCONJ cuesj-623 19 30 cabg cabg ADJ cuesj-623 19 31 is be AUX cuesj-623 19 32 better well ADJ cuesj-623 19 33 than than ADP cuesj-623 19 34 percutaneous percutaneous ADJ cuesj-623 19 35 coronary coronary ADJ cuesj-623 19 36 intervention intervention NOUN cuesj-623 19 37 ( ( PUNCT cuesj-623 19 38 pci pci ADJ cuesj-623 19 39 ) ) PUNCT cuesj-623 19 40 and and CCONJ cuesj-623 19 41 larger large ADJ cuesj-623 19 42 result result NOUN cuesj-623 19 43 for for ADP cuesj-623 19 44 diabetic diabetic ADJ cuesj-623 19 45 patients patient NOUN cuesj-623 19 46 with with ADP cuesj-623 19 47 multivessel multivessel ADJ cuesj-623 19 48 coronary coronary ADJ cuesj-623 19 49 artery artery NOUN cuesj-623 19 50 disease disease NOUN cuesj-623 19 51 ( ( PUNCT cuesj-623 19 52 cad cad NOUN cuesj-623 19 53 ) ) PUNCT cuesj-623 19 54 at at ADP cuesj-623 19 55 5 5 NUM cuesj-623 19 56 years year NOUN cuesj-623 19 57 or or CCONJ cuesj-623 19 58 longest long ADJ cuesj-623 19 59 follow follow NOUN cuesj-623 19 60 - - PUNCT cuesj-623 19 61 up up NOUN cuesj-623 19 62 , , PUNCT cuesj-623 19 63 incorporating incorporate VERB cuesj-623 19 64 evidence evidence NOUN cuesj-623 19 65 from from ADP cuesj-623 19 66 several several ADJ cuesj-623 19 67 studies study NOUN cuesj-623 19 68 , , PUNCT cuesj-623 19 69 in in ADP cuesj-623 19 70 diabetic diabetic ADJ cuesj-623 19 71 patients patient NOUN cuesj-623 19 72 with with ADP cuesj-623 19 73 multivessel multivessel PROPN cuesj-623 19 74 cad cad PROPN cuesj-623 19 75 . . PUNCT cuesj-623 20 1 the the DET cuesj-623 20 2 basic basic ADJ cuesj-623 20 3 notion notion NOUN cuesj-623 20 4 that that SCONJ cuesj-623 20 5 cabg cabg ADJ cuesj-623 20 6 revascularization revascularization NOUN cuesj-623 20 7 improves improve VERB cuesj-623 20 8 survival survival NOUN cuesj-623 20 9 over over ADP cuesj-623 20 10 pci pci PROPN cuesj-623 20 11 is be AUX cuesj-623 20 12 instantly instantly ADV cuesj-623 20 13 supported support VERB cuesj-623 20 14 by by ADP cuesj-623 20 15 bayesian bayesian NOUN cuesj-623 20 16 approaches approach NOUN cuesj-623 20 17 . . PUNCT cuesj-623 21 1 in in ADP cuesj-623 21 2 diabetic diabetic ADJ cuesj-623 21 3 patients patient NOUN cuesj-623 21 4 with with ADP cuesj-623 21 5 multivessel multivessel PROPN cuesj-623 21 6 cad cad NOUN cuesj-623 21 7 , , PUNCT cuesj-623 21 8 cabg cabg PROPN cuesj-623 21 9 is be AUX cuesj-623 21 10 recommended recommend VERB cuesj-623 21 11 that that SCONJ cuesj-623 21 12 advantage advantage NOUN cuesj-623 21 13 clearly clearly ADV cuesj-623 21 14 exceed exceed VERB cuesj-623 21 15 risk risk NOUN cuesj-623 21 16 in in ADP cuesj-623 21 17 most most ADJ cuesj-623 21 18 , , PUNCT cuesj-623 21 19 if if SCONJ cuesj-623 21 20 not not PART cuesj-623 21 21 all all PRON cuesj-623 21 22 , , PUNCT cuesj-623 21 23 diabetic diabetic ADJ cuesj-623 21 24 corresponding corresponding ADJ cuesj-623 21 25 author author NOUN cuesj-623 21 26 : : PUNCT cuesj-623 21 27 azhin azhin PROPN cuesj-623 21 28 m. m. PROPN cuesj-623 21 29 khudhur khudhur PROPN cuesj-623 21 30 , , PUNCT cuesj-623 21 31 department department PROPN cuesj-623 21 32 of of ADP cuesj-623 21 33 statistics statistic NOUN cuesj-623 21 34 and and CCONJ cuesj-623 21 35 informatics informatic NOUN cuesj-623 21 36 , , PUNCT cuesj-623 21 37 college college NOUN cuesj-623 21 38 of of ADP cuesj-623 21 39 administration administration NOUN cuesj-623 21 40 and and CCONJ cuesj-623 21 41 economics economic NOUN cuesj-623 21 42 , , PUNCT cuesj-623 21 43 salahaddin salahaddin VERB cuesj-623 21 44 university university NOUN cuesj-623 21 45 - - PUNCT cuesj-623 21 46 erbil erbil PROPN cuesj-623 21 47 , , PUNCT cuesj-623 21 48 kurdistan kurdistan PROPN cuesj-623 21 49 region region PROPN cuesj-623 21 50 f.r f.r PROPN cuesj-623 21 51 . . PUNCT cuesj-623 21 52 iraq iraq PROPN cuesj-623 21 53 . . PUNCT cuesj-623 22 1 e e X cuesj-623 22 2 - - NOUN cuesj-623 22 3 mail mail NOUN cuesj-623 22 4 : : PUNCT cuesj-623 22 5 azhin.khudhur@su.edu.krd azhin.khudhur@su.edu.krd ADJ cuesj-623 22 6 received receive VERB cuesj-623 22 7 : : PUNCT cuesj-623 22 8 march march PROPN cuesj-623 22 9 31 31 NUM cuesj-623 22 10 , , PUNCT cuesj-623 22 11 2022 2022 NUM cuesj-623 22 12 accepted accept VERB cuesj-623 22 13 : : PUNCT cuesj-623 22 14 may may AUX cuesj-623 22 15 5 5 NUM cuesj-623 22 16 , , PUNCT cuesj-623 22 17 2022 2022 NUM cuesj-623 22 18 published publish VERB cuesj-623 22 19 : : PUNCT cuesj-623 22 20 june june PROPN cuesj-623 22 21 10 10 NUM cuesj-623 22 22 , , PUNCT cuesj-623 22 23 2022 2022 NUM cuesj-623 22 24 doi doi NOUN cuesj-623 22 25 : : PUNCT cuesj-623 22 26 10.24086 10.24086 NUM cuesj-623 22 27 / / SYM cuesj-623 22 28 cuesj.v6n1y2022.pp57 cuesj.v6n1y2022.pp57 NUM cuesj-623 22 29 - - SYM cuesj-623 22 30 63 63 NUM cuesj-623 22 31 copyright copyright NOUN cuesj-623 22 32 © © ADP cuesj-623 22 33 2022 2022 NUM cuesj-623 22 34 azhin azhin PROPN cuesj-623 22 35 m. m. NOUN cuesj-623 22 36 khudhur khudhur PROPN cuesj-623 22 37 , , PUNCT cuesj-623 22 38 dler dler NOUN cuesj-623 22 39 h. h. PROPN cuesj-623 22 40 kadir kadir PROPN cuesj-623 22 41 . . PUNCT cuesj-623 23 1 this this PRON cuesj-623 23 2 is be AUX cuesj-623 23 3 an an DET cuesj-623 23 4 open open ADJ cuesj-623 23 5 - - PUNCT cuesj-623 23 6 access access NOUN cuesj-623 23 7 article article NOUN cuesj-623 23 8 distributed distribute VERB cuesj-623 23 9 under under ADP cuesj-623 23 10 the the DET cuesj-623 23 11 creative creative ADJ cuesj-623 23 12 commons common NOUN cuesj-623 23 13 attribution attribution NOUN cuesj-623 23 14 license license NOUN cuesj-623 23 15 ( ( PUNCT cuesj-623 23 16 cc cc NOUN cuesj-623 23 17 by by ADP cuesj-623 23 18 - - PUNCT cuesj-623 23 19 nc nc VERB cuesj-623 23 20 - - PROPN cuesj-623 23 21 nd nd PRON cuesj-623 23 22 4.0 4.0 NUM cuesj-623 23 23 ) ) PUNCT cuesj-623 23 24 . . PUNCT cuesj-623 24 1 cihan cihan VERB cuesj-623 24 2 university university NOUN cuesj-623 24 3 - - PUNCT cuesj-623 24 4 erbil erbil PROPN cuesj-623 24 5 scientific scientific ADJ cuesj-623 24 6 journal journal NOUN cuesj-623 24 7 ( ( PUNCT cuesj-623 24 8 cuesj cuesj PROPN cuesj-623 24 9 ) ) PUNCT cuesj-623 24 10 khudhur khudhur PROPN cuesj-623 24 11 and and CCONJ cuesj-623 24 12 kadir kadir PROPN cuesj-623 24 13 : : PUNCT cuesj-623 24 14 logistic logistic ADJ cuesj-623 24 15 regression regression NOUN cuesj-623 24 16 for for ADP cuesj-623 24 17 predicting predict VERB cuesj-623 24 18 bypass bypass NOUN cuesj-623 24 19 graft graft NOUN cuesj-623 24 20 58 58 NUM cuesj-623 24 21 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-623 24 22 cuesj cuesj ADJ cuesj-623 24 23 2022 2022 NUM cuesj-623 24 24 , , PUNCT cuesj-623 24 25 6 6 NUM cuesj-623 24 26 ( ( PUNCT cuesj-623 24 27 1 1 NUM cuesj-623 24 28 ): ): PUNCT cuesj-623 24 29 57 57 NUM cuesj-623 24 30 - - SYM cuesj-623 24 31 63 63 NUM cuesj-623 24 32 patients patient NOUN cuesj-623 24 33 with with ADP cuesj-623 24 34 multivessel multivessel PROPN cuesj-623 24 35 cad cad PROPN cuesj-623 24 36 . . PUNCT cuesj-623 25 1 a a DET cuesj-623 25 2 suggestion suggestion NOUN cuesj-623 25 3 of of ADP cuesj-623 25 4 positive positive ADJ cuesj-623 25 5 results result NOUN cuesj-623 25 6 in in ADP cuesj-623 25 7 general general ADJ cuesj-623 25 8 survival survival NOUN cuesj-623 25 9 in in ADP cuesj-623 25 10 freedom freedom NOUN cuesj-623 25 11 declares declare VERB cuesj-623 25 12 that that SCONJ cuesj-623 25 13 cabg cabg PROPN cuesj-623 25 14 appeared appear VERB cuesj-623 25 15 to to PART cuesj-623 25 16 negotiate negotiate VERB cuesj-623 25 17 greater great ADJ cuesj-623 25 18 survival survival NOUN cuesj-623 25 19 than than SCONJ cuesj-623 25 20 did do AUX cuesj-623 25 21 pci pci VERB cuesj-623 25 22 in in ADP cuesj-623 25 23 a a DET cuesj-623 25 24 single single ADJ cuesj-623 25 25 supporter supporter NOUN cuesj-623 25 26 of of ADP cuesj-623 25 27 patients patient NOUN cuesj-623 25 28 at at ADP cuesj-623 25 29 an an DET cuesj-623 25 30 individual individual ADJ cuesj-623 25 31 point point NOUN cuesj-623 25 32 in in ADP cuesj-623 25 33 time.[2 time.[2 X cuesj-623 25 34 ] ] X cuesj-623 25 35 marshall marshall PROPN cuesj-623 25 36 et et PROPN cuesj-623 25 37 al.[3 al.[3 PROPN cuesj-623 25 38 ] ] PUNCT cuesj-623 25 39 as as ADP cuesj-623 25 40 used use VERB cuesj-623 25 41 bayesian bayesian NOUN cuesj-623 25 42 logit logit NOUN cuesj-623 25 43 model model NOUN cuesj-623 25 44 for for ADP cuesj-623 25 45 the the DET cuesj-623 25 46 risks risk NOUN cuesj-623 25 47 associated associate VERB cuesj-623 25 48 with with ADP cuesj-623 25 49 the the DET cuesj-623 25 50 coronary coronary ADJ cuesj-623 25 51 disease disease NOUN cuesj-623 25 52 of of ADP cuesj-623 25 53 bypass bypass NOUN cuesj-623 25 54 . . PUNCT cuesj-623 26 1 he he PRON cuesj-623 26 2 stated state VERB cuesj-623 26 3 that that SCONJ cuesj-623 26 4 bayesian bayesian NOUN cuesj-623 26 5 approach approach NOUN cuesj-623 26 6 is be AUX cuesj-623 26 7 more more ADV cuesj-623 26 8 popular popular ADJ cuesj-623 26 9 nowadays nowadays ADV cuesj-623 26 10 among among ADP cuesj-623 26 11 other other ADJ cuesj-623 26 12 approaches approach NOUN cuesj-623 26 13 to to PART cuesj-623 26 14 predict predict VERB cuesj-623 26 15 mortality mortality NOUN cuesj-623 26 16 between between ADP cuesj-623 26 17 patients patient NOUN cuesj-623 26 18 undergoing undergo VERB cuesj-623 26 19 bypass bypass NOUN cuesj-623 26 20 surgery surgery NOUN cuesj-623 26 21 . . PUNCT cuesj-623 27 1 the the DET cuesj-623 27 2 proposed propose VERB cuesj-623 27 3 new new ADJ cuesj-623 27 4 model model NOUN cuesj-623 27 5 uses use VERB cuesj-623 27 6 data datum NOUN cuesj-623 27 7 from from ADP cuesj-623 27 8 12,712 12,712 NUM cuesj-623 27 9 patients patient NOUN cuesj-623 27 10 undergoing undergo VERB cuesj-623 27 11 bypass bypass NOUN cuesj-623 27 12 grafting grafting NOUN cuesj-623 27 13 procedures procedure NOUN cuesj-623 27 14 collected collect VERB cuesj-623 27 15 between between ADP cuesj-623 27 16 1987 1987 NUM cuesj-623 27 17 and and CCONJ cuesj-623 27 18 1990 1990 NUM cuesj-623 27 19 . . PUNCT cuesj-623 28 1 the the DET cuesj-623 28 2 authors author NOUN cuesj-623 28 3 have have AUX cuesj-623 28 4 provided provide VERB cuesj-623 28 5 a a DET cuesj-623 28 6 comparative comparative ADJ cuesj-623 28 7 analysis analysis NOUN cuesj-623 28 8 between between ADP cuesj-623 28 9 bayes bayes PROPN cuesj-623 28 10 theorem theorem VERB cuesj-623 28 11 , , PUNCT cuesj-623 28 12 logistic logistic ADJ cuesj-623 28 13 regression regression NOUN cuesj-623 28 14 , , PUNCT cuesj-623 28 15 discrimination discrimination NOUN cuesj-623 28 16 analysis analysis NOUN cuesj-623 28 17 , , PUNCT cuesj-623 28 18 and and CCONJ cuesj-623 28 19 bayesian bayesian NOUN cuesj-623 28 20 logit logit NOUN cuesj-623 28 21 models model NOUN cuesj-623 28 22 . . PUNCT cuesj-623 29 1 their their PRON cuesj-623 29 2 data datum NOUN cuesj-623 29 3 are be AUX cuesj-623 29 4 divided divide VERB cuesj-623 29 5 into into ADP cuesj-623 29 6 a a DET cuesj-623 29 7 train train NOUN cuesj-623 29 8 data datum NOUN cuesj-623 29 9 set set VERB cuesj-623 29 10 and and CCONJ cuesj-623 29 11 test test NOUN cuesj-623 29 12 data datum NOUN cuesj-623 29 13 set set VERB cuesj-623 29 14 . . PUNCT cuesj-623 30 1 the the DET cuesj-623 30 2 collected collect VERB cuesj-623 30 3 data datum NOUN cuesj-623 30 4 were be AUX cuesj-623 30 5 from from ADP cuesj-623 30 6 various various ADJ cuesj-623 30 7 factors factor NOUN cuesj-623 30 8 measured measure VERB cuesj-623 30 9 during during ADP cuesj-623 30 10 bypass bypass NOUN cuesj-623 30 11 surgery surgery NOUN cuesj-623 30 12 and and CCONJ cuesj-623 30 13 there there PRON cuesj-623 30 14 were be VERB cuesj-623 30 15 missing miss VERB cuesj-623 30 16 data datum NOUN cuesj-623 30 17 in in ADP cuesj-623 30 18 some some DET cuesj-623 30 19 variables variable NOUN cuesj-623 30 20 . . PUNCT cuesj-623 31 1 the the DET cuesj-623 31 2 data datum NOUN cuesj-623 31 3 have have AUX cuesj-623 31 4 been be AUX cuesj-623 31 5 obtained obtain VERB cuesj-623 31 6 from from ADP cuesj-623 31 7 more more ADJ cuesj-623 31 8 than than ADP cuesj-623 31 9 6000 6000 NUM cuesj-623 31 10 cabg cabg ADJ cuesj-623 31 11 surgery surgery NOUN cuesj-623 31 12 between between ADP cuesj-623 31 13 1987 1987 NUM cuesj-623 31 14 and and CCONJ cuesj-623 31 15 1992 1992 NUM cuesj-623 31 16 and and CCONJ cuesj-623 31 17 they they PRON cuesj-623 31 18 found find VERB cuesj-623 31 19 outstanding outstanding ADJ cuesj-623 31 20 risk risk NOUN cuesj-623 31 21 factors factor NOUN cuesj-623 31 22 that that PRON cuesj-623 31 23 were be AUX cuesj-623 31 24 significant significant ADJ cuesj-623 31 25 . . PUNCT cuesj-623 32 1 researchers researcher NOUN cuesj-623 32 2 gathered gather VERB cuesj-623 32 3 data datum NOUN cuesj-623 32 4 at at ADP cuesj-623 32 5 several several ADJ cuesj-623 32 6 sites site NOUN cuesj-623 32 7 across across ADP cuesj-623 32 8 the the DET cuesj-623 32 9 united united PROPN cuesj-623 32 10 states states PROPN cuesj-623 32 11 depending depend VERB cuesj-623 32 12 on on ADP cuesj-623 32 13 the the DET cuesj-623 32 14 number number NOUN cuesj-623 32 15 of of ADP cuesj-623 32 16 cabg cabg ADJ cuesj-623 32 17 cases case NOUN cuesj-623 32 18 performed perform VERB cuesj-623 32 19 each each DET cuesj-623 32 20 year year NOUN cuesj-623 32 21 and and CCONJ cuesj-623 32 22 surgeon surgeon NOUN cuesj-623 32 23 experience experience NOUN cuesj-623 32 24 with with ADP cuesj-623 32 25 beatingheart beatingheart PROPN cuesj-623 32 26 procedures procedure NOUN cuesj-623 32 27 at at ADP cuesj-623 32 28 each each DET cuesj-623 32 29 location location NOUN cuesj-623 32 30 . . PUNCT cuesj-623 33 1 the the DET cuesj-623 33 2 study study NOUN cuesj-623 33 3 was be AUX cuesj-623 33 4 limited limit VERB cuesj-623 33 5 to to ADP cuesj-623 33 6 3 3 NUM cuesj-623 33 7 years year NOUN cuesj-623 33 8 , , PUNCT cuesj-623 33 9 from from ADP cuesj-623 33 10 1999 1999 NUM cuesj-623 33 11 to to ADP cuesj-623 33 12 2001 2001 NUM cuesj-623 33 13 , , PUNCT cuesj-623 33 14 to to PART cuesj-623 33 15 avoid avoid VERB cuesj-623 33 16 any any DET cuesj-623 33 17 bias bias NOUN cuesj-623 33 18 resulting result VERB cuesj-623 33 19 from from ADP cuesj-623 33 20 the the DET cuesj-623 33 21 centers center NOUN cuesj-623 33 22 ’ ' PUNCT cuesj-623 33 23 early early ADV cuesj-623 33 24 learning learn VERB cuesj-623 33 25 experiences experience NOUN cuesj-623 33 26 . . PUNCT cuesj-623 34 1 the the DET cuesj-623 34 2 database database NOUN cuesj-623 34 3 comprised comprise VERB cuesj-623 34 4 patients patient NOUN cuesj-623 34 5 who who PRON cuesj-623 34 6 had have AUX cuesj-623 34 7 pre pre ADJ cuesj-623 34 8 - - ADJ cuesj-623 34 9 operative operative ADJ cuesj-623 34 10 or or CCONJ cuesj-623 34 11 original original ADJ cuesj-623 34 12 surgery surgery NOUN cuesj-623 34 13 . . PUNCT cuesj-623 35 1 the the DET cuesj-623 35 2 authors author NOUN cuesj-623 35 3 compared compare VERB cuesj-623 35 4 various various ADJ cuesj-623 35 5 groups group NOUN cuesj-623 35 6 to to PART cuesj-623 35 7 determine determine VERB cuesj-623 35 8 selection selection NOUN cuesj-623 35 9 criteria criterion NOUN cuesj-623 35 10 for for ADP cuesj-623 35 11 mortality mortality NOUN cuesj-623 35 12 and and CCONJ cuesj-623 35 13 morbidity morbidity NOUN cuesj-623 35 14 . . PUNCT cuesj-623 36 1 then then ADV cuesj-623 36 2 , , PUNCT cuesj-623 36 3 to to PART cuesj-623 36 4 eliminate eliminate VERB cuesj-623 36 5 selection selection NOUN cuesj-623 36 6 bias bias NOUN cuesj-623 36 7 , , PUNCT cuesj-623 36 8 computer computer NOUN cuesj-623 36 9 programming programming NOUN cuesj-623 36 10 was be AUX cuesj-623 36 11 utilized utilize VERB cuesj-623 36 12 . . PUNCT cuesj-623 37 1 data datum NOUN cuesj-623 37 2 on on ADP cuesj-623 37 3 patients patient NOUN cuesj-623 37 4 who who PRON cuesj-623 37 5 had have VERB cuesj-623 37 6 heart heart NOUN cuesj-623 37 7 surgery surgery NOUN cuesj-623 37 8 were be AUX cuesj-623 37 9 eventually eventually ADV cuesj-623 37 10 acquired acquire VERB cuesj-623 37 11 and and CCONJ cuesj-623 37 12 the the DET cuesj-623 37 13 date date NOUN cuesj-623 37 14 was be AUX cuesj-623 37 15 then then ADV cuesj-623 37 16 entered enter VERB cuesj-623 37 17 into into ADP cuesj-623 37 18 a a DET cuesj-623 37 19 logical logical ADJ cuesj-623 37 20 database database NOUN cuesj-623 37 21 . . PUNCT cuesj-623 38 1 the the DET cuesj-623 38 2 data datum NOUN cuesj-623 38 3 were be AUX cuesj-623 38 4 evaluated evaluate VERB cuesj-623 38 5 using use VERB cuesj-623 38 6 multivariate multivariate NOUN cuesj-623 38 7 logistic logistic ADJ cuesj-623 38 8 regression regression NOUN cuesj-623 38 9 to to PART cuesj-623 38 10 predict predict VERB cuesj-623 38 11 risk risk NOUN cuesj-623 38 12 factors factor NOUN cuesj-623 38 13 affecting affect VERB cuesj-623 38 14 mortality mortality NOUN cuesj-623 38 15 in in ADP cuesj-623 38 16 17401 17401 NUM cuesj-623 38 17 isolated isolate VERB cuesj-623 38 18 cabg cabg ADJ cuesj-623 38 19 patients patient NOUN cuesj-623 38 20 . . PUNCT cuesj-623 39 1 the the DET cuesj-623 39 2 data datum NOUN cuesj-623 39 3 include include VERB cuesj-623 39 4 7283 7283 NUM cuesj-623 39 5 ( ( PUNCT cuesj-623 39 6 41.9 41.9 NUM cuesj-623 39 7 % % NOUN cuesj-623 39 8 ) ) PUNCT cuesj-623 39 9 offpump offpump VERB cuesj-623 39 10 coronary coronary ADJ cuesj-623 39 11 arteries artery NOUN cuesj-623 39 12 and and CCONJ cuesj-623 39 13 10118 10118 NUM cuesj-623 39 14 ( ( PUNCT cuesj-623 39 15 58.1 58.1 NUM cuesj-623 39 16 % % NOUN cuesj-623 39 17 ) ) PUNCT cuesj-623 39 18 routine routine ADJ cuesj-623 39 19 cabg cabg ADJ cuesj-623 39 20 with with ADP cuesj-623 39 21 cardiopulmonary cardiopulmonary ADJ cuesj-623 39 22 bypass bypass NOUN cuesj-623 39 23 procedures procedure NOUN cuesj-623 39 24 . . PUNCT cuesj-623 40 1 missing miss VERB cuesj-623 40 2 data datum NOUN cuesj-623 40 3 were be AUX cuesj-623 40 4 also also ADV cuesj-623 40 5 considered consider VERB cuesj-623 40 6 as as SCONJ cuesj-623 40 7 it it PRON cuesj-623 40 8 accounted account VERB cuesj-623 40 9 for for ADP cuesj-623 40 10 more more ADJ cuesj-623 40 11 than than ADP cuesj-623 40 12 10 10 NUM cuesj-623 40 13 % % NOUN cuesj-623 40 14 . . PUNCT cuesj-623 41 1 to to PART cuesj-623 41 2 find find VERB cuesj-623 41 3 predictive predictive ADJ cuesj-623 41 4 risk risk NOUN cuesj-623 41 5 factors factor NOUN cuesj-623 41 6 for for ADP cuesj-623 41 7 mortality mortality NOUN cuesj-623 41 8 , , PUNCT cuesj-623 41 9 researchers researcher NOUN cuesj-623 41 10 used use VERB cuesj-623 41 11 the the DET cuesj-623 41 12 multivariate multivariate NOUN cuesj-623 41 13 logistic logistic ADJ cuesj-623 41 14 regression regression NOUN cuesj-623 41 15 approach approach NOUN cuesj-623 41 16 . . PUNCT cuesj-623 42 1 sub sub NOUN cuesj-623 42 2 - - NOUN cuesj-623 42 3 groups group NOUN cuesj-623 42 4 that that PRON cuesj-623 42 5 are be AUX cuesj-623 42 6 almost almost ADV cuesj-623 42 7 certain certain ADJ cuesj-623 42 8 to to PART cuesj-623 42 9 benefit benefit VERB cuesj-623 42 10 were be AUX cuesj-623 42 11 identified identify VERB cuesj-623 42 12 . . PUNCT cuesj-623 43 1 the the DET cuesj-623 43 2 parsonnet parsonnet PROPN cuesj-623 43 3 risk risk NOUN cuesj-623 43 4 model model NOUN cuesj-623 43 5 is be AUX cuesj-623 43 6 a a DET cuesj-623 43 7 logistic logistic ADJ cuesj-623 43 8 regression regression NOUN cuesj-623 43 9 model model NOUN cuesj-623 43 10 that that PRON cuesj-623 43 11 was be AUX cuesj-623 43 12 frequently frequently ADV cuesj-623 43 13 used use VERB cuesj-623 43 14 to to PART cuesj-623 43 15 characterize characterize VERB cuesj-623 43 16 variation variation NOUN cuesj-623 43 17 among among ADP cuesj-623 43 18 treatment treatment NOUN cuesj-623 43 19 groups group NOUN cuesj-623 43 20 which which PRON cuesj-623 43 21 can can AUX cuesj-623 43 22 affect affect VERB cuesj-623 43 23 patient patient ADJ cuesj-623 43 24 selection selection NOUN cuesj-623 43 25 and and CCONJ cuesj-623 43 26 results result NOUN cuesj-623 43 27 , , PUNCT cuesj-623 43 28 with with ADP cuesj-623 43 29 47 47 NUM cuesj-623 43 30 potential potential ADJ cuesj-623 43 31 risk risk NOUN cuesj-623 43 32 factors factor NOUN cuesj-623 43 33 investigated investigate VERB cuesj-623 43 34 preoperatively preoperatively ADV cuesj-623 43 35 to to PART cuesj-623 43 36 detect detect VERB cuesj-623 43 37 risk risk NOUN cuesj-623 43 38 . . PUNCT cuesj-623 44 1 this this DET cuesj-623 44 2 model model NOUN cuesj-623 44 3 is be AUX cuesj-623 44 4 used use VERB cuesj-623 44 5 to to PART cuesj-623 44 6 compare compare VERB cuesj-623 44 7 anticipated anticipate VERB cuesj-623 44 8 and and CCONJ cuesj-623 44 9 observed observe VERB cuesj-623 44 10 death death NOUN cuesj-623 44 11 rates rate NOUN cuesj-623 44 12 . . PUNCT cuesj-623 45 1 with with ADP cuesj-623 45 2 cardiopulmonary cardiopulmonary ADJ cuesj-623 45 3 bypass bypass NOUN cuesj-623 45 4 as as ADP cuesj-623 45 5 an an DET cuesj-623 45 6 independent independent ADJ cuesj-623 45 7 variable variable NOUN cuesj-623 45 8 , , PUNCT cuesj-623 45 9 backward backward ADJ cuesj-623 45 10 elimination elimination NOUN cuesj-623 45 11 techniques technique NOUN cuesj-623 45 12 were be AUX cuesj-623 45 13 employed employ VERB cuesj-623 45 14 to to PART cuesj-623 45 15 find find VERB cuesj-623 45 16 significant significant ADJ cuesj-623 45 17 predictors predictor NOUN cuesj-623 45 18 of of ADP cuesj-623 45 19 operation operation NOUN cuesj-623 45 20 mortality mortality NOUN cuesj-623 45 21 from from ADP cuesj-623 45 22 a a DET cuesj-623 45 23 collection collection NOUN cuesj-623 45 24 of of ADP cuesj-623 45 25 20 20 NUM cuesj-623 45 26 preoperative preoperative ADJ cuesj-623 45 27 risk risk NOUN cuesj-623 45 28 factors factor NOUN cuesj-623 45 29 . . PUNCT cuesj-623 46 1 a a DET cuesj-623 46 2 series series NOUN cuesj-623 46 3 of of ADP cuesj-623 46 4 alternate alternate ADJ cuesj-623 46 5 regression regression NOUN cuesj-623 46 6 models model NOUN cuesj-623 46 7 were be AUX cuesj-623 46 8 investigated investigate VERB cuesj-623 46 9 with with ADP cuesj-623 46 10 mortality mortality NOUN cuesj-623 46 11 and and CCONJ cuesj-623 46 12 extensive extensive ADJ cuesj-623 46 13 morbidity morbidity NOUN cuesj-623 46 14 as as SCONJ cuesj-623 46 15 outcome outcome NOUN cuesj-623 46 16 variables variable NOUN cuesj-623 46 17 to to PART cuesj-623 46 18 discover discover VERB cuesj-623 46 19 subgroups subgroup NOUN cuesj-623 46 20 that that PRON cuesj-623 46 21 may may AUX cuesj-623 46 22 benefit benefit VERB cuesj-623 46 23 from from ADP cuesj-623 46 24 the the DET cuesj-623 46 25 beating beating NOUN cuesj-623 46 26 - - PUNCT cuesj-623 46 27 heart heart NOUN cuesj-623 46 28 procedure.[4 procedure.[4 NOUN cuesj-623 46 29 ] ] PUNCT cuesj-623 46 30 risk risk NOUN cuesj-623 46 31 improvement improvement NOUN cuesj-623 46 32 plays play VERB cuesj-623 46 33 an an DET cuesj-623 46 34 increasing increase VERB cuesj-623 46 35 role role NOUN cuesj-623 46 36 in in ADP cuesj-623 46 37 assessing assess VERB cuesj-623 46 38 health health NOUN cuesj-623 46 39 - - PUNCT cuesj-623 46 40 care care NOUN cuesj-623 46 41 quality quality NOUN cuesj-623 46 42 . . PUNCT cuesj-623 47 1 through through ADP cuesj-623 47 2 the the DET cuesj-623 47 3 evaluation evaluation NOUN cuesj-623 47 4 of of ADP cuesj-623 47 5 hospitals hospital NOUN cuesj-623 47 6 , , PUNCT cuesj-623 47 7 the the DET cuesj-623 47 8 implementation implementation NOUN cuesj-623 47 9 has have AUX cuesj-623 47 10 become become VERB cuesj-623 47 11 a a DET cuesj-623 47 12 necessary necessary ADJ cuesj-623 47 13 issue issue NOUN cuesj-623 47 14 that that PRON cuesj-623 47 15 needs need VERB cuesj-623 47 16 a a DET cuesj-623 47 17 selection selection NOUN cuesj-623 47 18 of of ADP cuesj-623 47 19 convenient convenient ADJ cuesj-623 47 20 score score NOUN cuesj-623 47 21 systems system NOUN cuesj-623 47 22 . . PUNCT cuesj-623 48 1 the the DET cuesj-623 48 2 study study NOUN cuesj-623 48 3 ’s ’s PART cuesj-623 48 4 goal goal NOUN cuesj-623 48 5 was be AUX cuesj-623 48 6 to to PART cuesj-623 48 7 see see VERB cuesj-623 48 8 if if SCONJ cuesj-623 48 9 administrative administrative ADJ cuesj-623 48 10 data datum NOUN cuesj-623 48 11 could could AUX cuesj-623 48 12 be be AUX cuesj-623 48 13 used use VERB cuesj-623 48 14 to to PART cuesj-623 48 15 predict predict VERB cuesj-623 48 16 mortality mortality NOUN cuesj-623 48 17 in in ADP cuesj-623 48 18 patients patient NOUN cuesj-623 48 19 undergoing undergo VERB cuesj-623 48 20 cabg cabg ADV cuesj-623 48 21 in in ADP cuesj-623 48 22 the the DET cuesj-623 48 23 hospital hospital NOUN cuesj-623 48 24 . . PUNCT cuesj-623 49 1 between between ADP cuesj-623 49 2 2000 2000 NUM cuesj-623 49 3 and and CCONJ cuesj-623 49 4 2001 2001 NUM cuesj-623 49 5 , , PUNCT cuesj-623 49 6 data datum NOUN cuesj-623 49 7 were be AUX cuesj-623 49 8 gathered gather VERB cuesj-623 49 9 from from ADP cuesj-623 49 10 the the DET cuesj-623 49 11 administrative administrative ADJ cuesj-623 49 12 database database NOUN cuesj-623 49 13 of of ADP cuesj-623 49 14 hospital hospital NOUN cuesj-623 49 15 discharge discharge NOUN cuesj-623 49 16 abstracts abstract NOUN cuesj-623 49 17 in in ADP cuesj-623 49 18 the the DET cuesj-623 49 19 italian italian ADJ cuesj-623 49 20 region region NOUN cuesj-623 49 21 of of ADP cuesj-623 49 22 emilia emilia PROPN cuesj-623 49 23 romagna romagna PROPN cuesj-623 49 24 . . PUNCT cuesj-623 50 1 the the DET cuesj-623 50 2 method method NOUN cuesj-623 50 3 used use VERB cuesj-623 50 4 for for ADP cuesj-623 50 5 the the DET cuesj-623 50 6 present present ADJ cuesj-623 50 7 study study NOUN cuesj-623 50 8 was be AUX cuesj-623 50 9 multiple multiple ADJ cuesj-623 50 10 logistic logistic ADJ cuesj-623 50 11 regression regression NOUN cuesj-623 50 12 to to PART cuesj-623 50 13 assess assess VERB cuesj-623 50 14 the the DET cuesj-623 50 15 efficiency efficiency NOUN cuesj-623 50 16 with with ADP cuesj-623 50 17 which which PRON cuesj-623 50 18 mortality mortality NOUN cuesj-623 50 19 for for ADP cuesj-623 50 20 patients patient NOUN cuesj-623 50 21 can can AUX cuesj-623 50 22 be be AUX cuesj-623 50 23 predicted predict VERB cuesj-623 50 24 by by ADP cuesj-623 50 25 conforming conform VERB cuesj-623 50 26 to to ADP cuesj-623 50 27 each each DET cuesj-623 50 28 various various ADJ cuesj-623 50 29 risk risk NOUN cuesj-623 50 30 adjustment adjustment NOUN cuesj-623 50 31 procedure procedure NOUN cuesj-623 50 32 used.[5 used.[5 PUNCT cuesj-623 50 33 ] ] PUNCT cuesj-623 50 34 menard[6 menard[6 X cuesj-623 50 35 ] ] PUNCT cuesj-623 50 36 as as SCONJ cuesj-623 50 37 used use VERB cuesj-623 50 38 statistical statistical ADJ cuesj-623 50 39 analysis analysis NOUN cuesj-623 50 40 on on ADP cuesj-623 50 41 bypass bypass NOUN cuesj-623 50 42 graft graft NOUN cuesj-623 50 43 data datum NOUN cuesj-623 50 44 to to PART cuesj-623 50 45 investigate investigate VERB cuesj-623 50 46 the the DET cuesj-623 50 47 relation relation NOUN cuesj-623 50 48 of of ADP cuesj-623 50 49 angiography angiography NOUN cuesj-623 50 50 to to ADP cuesj-623 50 51 hematological hematological NOUN cuesj-623 50 52 and and CCONJ cuesj-623 50 53 some some DET cuesj-623 50 54 biochemical biochemical ADJ cuesj-623 50 55 variables variable NOUN cuesj-623 50 56 in in ADP cuesj-623 50 57 coronary coronary ADJ cuesj-623 50 58 artery artery NOUN cuesj-623 50 59 patients patient NOUN cuesj-623 50 60 . . PUNCT cuesj-623 51 1 the the DET cuesj-623 51 2 study study NOUN cuesj-623 51 3 aimed aim VERB cuesj-623 51 4 to to PART cuesj-623 51 5 examine examine VERB cuesj-623 51 6 the the DET cuesj-623 51 7 relation relation NOUN cuesj-623 51 8 between between ADP cuesj-623 51 9 harshness harshness NOUN cuesj-623 51 10 of of ADP cuesj-623 51 11 coronary coronary ADJ cuesj-623 51 12 artery artery NOUN cuesj-623 51 13 disease disease NOUN cuesj-623 51 14 due due ADP cuesj-623 51 15 to to ADP cuesj-623 51 16 angiography angiography NOUN cuesj-623 51 17 and and CCONJ cuesj-623 51 18 alteration alteration NOUN cuesj-623 51 19 of of ADP cuesj-623 51 20 some some DET cuesj-623 51 21 necessary necessary ADJ cuesj-623 51 22 biochemical biochemical ADJ cuesj-623 51 23 , , PUNCT cuesj-623 51 24 hormonal hormonal ADJ cuesj-623 51 25 , , PUNCT cuesj-623 51 26 and and CCONJ cuesj-623 51 27 hematological hematological ADJ cuesj-623 51 28 variables variable NOUN cuesj-623 51 29 in in ADP cuesj-623 51 30 underwent underwent ADJ cuesj-623 51 31 coronary coronary ADJ cuesj-623 51 32 artery artery NOUN cuesj-623 51 33 bypass bypass NOUN cuesj-623 51 34 graft graft NOUN cuesj-623 51 35 ( ( PUNCT cuesj-623 51 36 cabg cabg ADJ cuesj-623 51 37 ) ) PUNCT cuesj-623 51 38 patients patient NOUN cuesj-623 51 39 . . PUNCT cuesj-623 52 1 they they PRON cuesj-623 52 2 selected select VERB cuesj-623 52 3 80 80 NUM cuesj-623 52 4 adults adult NOUN cuesj-623 52 5 who who PRON cuesj-623 52 6 underwent undergo VERB cuesj-623 52 7 coronary coronary ADJ cuesj-623 52 8 angiography angiography NOUN cuesj-623 52 9 patients patient NOUN cuesj-623 52 10 . . PUNCT cuesj-623 53 1 the the DET cuesj-623 53 2 present present ADJ cuesj-623 53 3 study study NOUN cuesj-623 53 4 of of ADP cuesj-623 53 5 menard[7 menard[7 NOUN cuesj-623 53 6 ] ] PUNCT cuesj-623 53 7 used use VERB cuesj-623 53 8 statistical statistical ADJ cuesj-623 53 9 modeling modeling NOUN cuesj-623 53 10 procedures procedure NOUN cuesj-623 53 11 including include VERB cuesj-623 53 12 multivariate multivariate NOUN cuesj-623 53 13 regression regression NOUN cuesj-623 53 14 analysis analysis NOUN cuesj-623 53 15 on on ADP cuesj-623 53 16 the the DET cuesj-623 53 17 demographic demographic ADJ cuesj-623 53 18 status status NOUN cuesj-623 53 19 of of ADP cuesj-623 53 20 the the DET cuesj-623 53 21 patient patient NOUN cuesj-623 53 22 that that PRON cuesj-623 53 23 is be AUX cuesj-623 53 24 used use VERB cuesj-623 53 25 to to PART cuesj-623 53 26 examine examine VERB cuesj-623 53 27 the the DET cuesj-623 53 28 corporation corporation NOUN cuesj-623 53 29 of of ADP cuesj-623 53 30 different different ADJ cuesj-623 53 31 risk risk NOUN cuesj-623 53 32 factors factor NOUN cuesj-623 53 33 influencing influence VERB cuesj-623 53 34 individual individual ADJ cuesj-623 53 35 medical medical ADJ cuesj-623 53 36 techniques technique NOUN cuesj-623 53 37 and and CCONJ cuesj-623 53 38 predict predict VERB cuesj-623 53 39 the the DET cuesj-623 53 40 effect effect NOUN cuesj-623 53 41 of of ADP cuesj-623 53 42 any any DET cuesj-623 53 43 risk risk NOUN cuesj-623 53 44 factor factor NOUN cuesj-623 53 45 on on ADP cuesj-623 53 46 the the DET cuesj-623 53 47 outcome outcome NOUN cuesj-623 53 48 . . PUNCT cuesj-623 54 1 this this PRON cuesj-623 54 2 would would AUX cuesj-623 54 3 commonly commonly ADV cuesj-623 54 4 imply imply VERB cuesj-623 54 5 a a DET cuesj-623 54 6 logistic logistic ADJ cuesj-623 54 7 regression regression NOUN cuesj-623 54 8 analysis analysis NOUN cuesj-623 54 9 . . PUNCT cuesj-623 55 1 in in ADP cuesj-623 55 2 1985 1985 NUM cuesj-623 55 3 , , PUNCT cuesj-623 55 4 the the DET cuesj-623 55 5 parsonnet parsonnet NOUN cuesj-623 55 6 scoring scoring NOUN cuesj-623 55 7 system system NOUN cuesj-623 55 8 was be AUX cuesj-623 55 9 utilized utilize VERB cuesj-623 55 10 to to PART cuesj-623 55 11 adjust adjust VERB cuesj-623 55 12 mortality mortality NOUN cuesj-623 55 13 rates rate NOUN cuesj-623 55 14 for for ADP cuesj-623 55 15 the the DET cuesj-623 55 16 1st 1st ADJ cuesj-623 55 17 time time NOUN cuesj-623 55 18 . . PUNCT cuesj-623 56 1 the the DET cuesj-623 56 2 parsonnet parsonnet NOUN cuesj-623 56 3 scoring scoring NOUN cuesj-623 56 4 figure figure NOUN cuesj-623 56 5 1 1 NUM cuesj-623 56 6 : : PUNCT cuesj-623 56 7 logit logit NOUN cuesj-623 56 8 and and CCONJ cuesj-623 56 9 inverse inverse NOUN cuesj-623 56 10 logit logit NOUN cuesj-623 56 11 functions function NOUN cuesj-623 56 12 khudhur khudhur PROPN cuesj-623 56 13 and and CCONJ cuesj-623 56 14 kadir kadir PROPN cuesj-623 56 15 : : PUNCT cuesj-623 56 16 logistic logistic ADJ cuesj-623 56 17 regression regression NOUN cuesj-623 56 18 for for ADP cuesj-623 56 19 predicting predict VERB cuesj-623 56 20 bypass bypass NOUN cuesj-623 56 21 graft graft NOUN cuesj-623 56 22 59 59 NUM cuesj-623 56 23 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-623 56 24 cuesj cuesj ADJ cuesj-623 56 25 2022 2022 NUM cuesj-623 56 26 , , PUNCT cuesj-623 56 27 6 6 NUM cuesj-623 56 28 ( ( PUNCT cuesj-623 56 29 1 1 NUM cuesj-623 56 30 ): ): PUNCT cuesj-623 56 31 57 57 NUM cuesj-623 56 32 - - SYM cuesj-623 56 33 63 63 NUM cuesj-623 56 34 system system NOUN cuesj-623 56 35 identified identify VERB cuesj-623 56 36 16 16 NUM cuesj-623 56 37 risk risk NOUN cuesj-623 56 38 indicators indicator NOUN cuesj-623 56 39 that that PRON cuesj-623 56 40 could could AUX cuesj-623 56 41 affect affect VERB cuesj-623 56 42 the the DET cuesj-623 56 43 risk risk NOUN cuesj-623 56 44 of of ADP cuesj-623 56 45 a a DET cuesj-623 56 46 patient patient NOUN cuesj-623 56 47 undergoing undergo VERB cuesj-623 56 48 heart heart NOUN cuesj-623 56 49 surgery surgery NOUN cuesj-623 56 50 . . PUNCT cuesj-623 57 1 the the DET cuesj-623 57 2 considered consider VERB cuesj-623 57 3 factors factor NOUN cuesj-623 57 4 were be AUX cuesj-623 57 5 gender gender NOUN cuesj-623 57 6 and and CCONJ cuesj-623 57 7 age age NOUN cuesj-623 57 8 of of ADP cuesj-623 57 9 the the DET cuesj-623 57 10 patients patient NOUN cuesj-623 57 11 . . PUNCT cuesj-623 58 1 patients patient NOUN cuesj-623 58 2 with with ADP cuesj-623 58 3 a a DET cuesj-623 58 4 history history NOUN cuesj-623 58 5 of of ADP cuesj-623 58 6 diabetes diabetes NOUN cuesj-623 58 7 or or CCONJ cuesj-623 58 8 blood blood NOUN cuesj-623 58 9 pressure pressure NOUN cuesj-623 58 10 or or CCONJ cuesj-623 58 11 both both PRON cuesj-623 58 12 were be AUX cuesj-623 58 13 separated separate VERB cuesj-623 58 14 as as ADP cuesj-623 58 15 the the DET cuesj-623 58 16 independent independent ADJ cuesj-623 58 17 variables variable NOUN cuesj-623 58 18 . . PUNCT cuesj-623 59 1 generalized generalized ADJ cuesj-623 59 2 linear linear NOUN cuesj-623 59 3 models model NOUN cuesj-623 59 4 ( ( PUNCT cuesj-623 59 5 glms glm NOUN cuesj-623 59 6 ) ) PUNCT cuesj-623 59 7 to to PART cuesj-623 59 8 make make VERB cuesj-623 59 9 glms glm NOUN cuesj-623 59 10 more more ADV cuesj-623 59 11 relevant relevant ADJ cuesj-623 59 12 than than ADP cuesj-623 59 13 general general ADJ cuesj-623 59 14 linear linear PROPN cuesj-623 59 15 models model NOUN cuesj-623 59 16 , , PUNCT cuesj-623 59 17 we we PRON cuesj-623 59 18 must must AUX cuesj-623 59 19 demonstrate demonstrate VERB cuesj-623 59 20 some some DET cuesj-623 59 21 key key ADJ cuesj-623 59 22 properties property NOUN cuesj-623 59 23 , , PUNCT cuesj-623 59 24 the the DET cuesj-623 59 25 most most ADV cuesj-623 59 26 essential essential ADJ cuesj-623 59 27 of of ADP cuesj-623 59 28 which which PRON cuesj-623 59 29 is be AUX cuesj-623 59 30 that that SCONJ cuesj-623 59 31 the the DET cuesj-623 59 32 least least ADJ cuesj-623 59 33 square square ADJ cuesj-623 59 34 estimate estimate NOUN cuesj-623 59 35 is be AUX cuesj-623 59 36 no no ADV cuesj-623 59 37 longer long ADV cuesj-623 59 38 valid valid ADJ cuesj-623 59 39 and and CCONJ cuesj-623 59 40 maximum maximum ADJ cuesj-623 59 41 likelihood likelihood NOUN cuesj-623 59 42 estimation estimation NOUN cuesj-623 59 43 is be AUX cuesj-623 59 44 used use VERB cuesj-623 59 45 instead instead ADV cuesj-623 59 46 . . PUNCT cuesj-623 60 1 the the DET cuesj-623 60 2 most most ADV cuesj-623 60 3 important important ADJ cuesj-623 60 4 elements element NOUN cuesj-623 60 5 are be AUX cuesj-623 60 6 listed list VERB cuesj-623 60 7 below:[8 below:[8 PROPN cuesj-623 60 8 ] ] X cuesj-623 60 9 1random 1random NUM cuesj-623 60 10 element element NOUN cuesj-623 60 11 : : PUNCT cuesj-623 60 12 this this DET cuesj-623 60 13 element element NOUN cuesj-623 60 14 is be AUX cuesj-623 60 15 related relate VERB cuesj-623 60 16 to to ADP cuesj-623 60 17 the the DET cuesj-623 60 18 response response NOUN cuesj-623 60 19 variable variable NOUN cuesj-623 60 20 ’s ’s PART cuesj-623 60 21 probability probability NOUN cuesj-623 60 22 distribution distribution NOUN cuesj-623 60 23 and and CCONJ cuesj-623 60 24 is be AUX cuesj-623 60 25 to to PART cuesj-623 60 26 be be AUX cuesj-623 60 27 of of ADP cuesj-623 60 28 the the DET cuesj-623 60 29 exponential exponential ADJ cuesj-623 60 30 family family NOUN cuesj-623 60 31 ( ( PUNCT cuesj-623 60 32 normal normal ADJ cuesj-623 60 33 , , PUNCT cuesj-623 60 34 binomial binomial ADJ cuesj-623 60 35 , , PUNCT cuesj-623 60 36 poisson poisson NOUN cuesj-623 60 37 , , PUNCT cuesj-623 60 38 gamma gamma NOUN cuesj-623 60 39 , , PUNCT cuesj-623 60 40 and and CCONJ cuesj-623 60 41 negative negative ADJ cuesj-623 60 42 binomial binomial ADJ cuesj-623 60 43 ) ) PUNCT cuesj-623 60 44 . . PUNCT cuesj-623 61 1 each each PRON cuesj-623 61 2 defines define VERB cuesj-623 61 3 the the DET cuesj-623 61 4 response response NOUN cuesj-623 61 5 variable variable NOUN cuesj-623 61 6 ’s ’s PART cuesj-623 61 7 level level NOUN cuesj-623 61 8 values value NOUN cuesj-623 61 9 as as ADV cuesj-623 61 10 well well ADV cuesj-623 61 11 . . PUNCT cuesj-623 62 1 2systematic 2systematic NUM cuesj-623 62 2 element element NOUN cuesj-623 62 3 : : PUNCT cuesj-623 62 4 this this DET cuesj-623 62 5 part part NOUN cuesj-623 62 6 denotes denote VERB cuesj-623 62 7 the the DET cuesj-623 62 8 model model NOUN cuesj-623 62 9 ’s ’s PART cuesj-623 62 10 independent independent ADJ cuesj-623 62 11 ( ( PUNCT cuesj-623 62 12 covariates covariate NOUN cuesj-623 62 13 ) ) PUNCT cuesj-623 62 14 variables variable NOUN cuesj-623 62 15 , , PUNCT cuesj-623 62 16 which which PRON cuesj-623 62 17 can can AUX cuesj-623 62 18 be be AUX cuesj-623 62 19 continuous continuous ADJ cuesj-623 62 20 or or CCONJ cuesj-623 62 21 categorical categorical ADJ cuesj-623 62 22 , , PUNCT cuesj-623 62 23 as as ADV cuesj-623 62 24 well well ADV cuesj-623 62 25 as as ADP cuesj-623 62 26 interaction interaction NOUN cuesj-623 62 27 terms term NOUN cuesj-623 62 28 between between ADP cuesj-623 62 29 predictors predictor NOUN cuesj-623 62 30 and and CCONJ cuesj-623 62 31 polynomial polynomial ADJ cuesj-623 62 32 functions function NOUN cuesj-623 62 33 of of ADP cuesj-623 62 34 predictors predictor NOUN cuesj-623 62 35 . . PUNCT cuesj-623 63 1 3function 3function NUM cuesj-623 63 2 of of ADP cuesj-623 63 3 the the DET cuesj-623 63 4 link link NOUN cuesj-623 63 5 : : PUNCT cuesj-623 63 6 it it PRON cuesj-623 63 7 is be AUX cuesj-623 63 8 generally generally ADV cuesj-623 63 9 concerned concerned ADJ cuesj-623 63 10 with with ADP cuesj-623 63 11 the the DET cuesj-623 63 12 relationship relationship NOUN cuesj-623 63 13 between between ADP cuesj-623 63 14 the the DET cuesj-623 63 15 random random ADJ cuesj-623 63 16 ( ( PUNCT cuesj-623 63 17 response response NOUN cuesj-623 63 18 variable variable NOUN cuesj-623 63 19 ) ) PUNCT cuesj-623 63 20 and and CCONJ cuesj-623 63 21 systematic systematic ADJ cuesj-623 63 22 components component NOUN cuesj-623 63 23 ( ( PUNCT cuesj-623 63 24 predictors predictor NOUN cuesj-623 63 25 ) ) PUNCT cuesj-623 63 26 . . PUNCT cuesj-623 64 1 the the DET cuesj-623 64 2 factors factor NOUN cuesj-623 64 3 influence influence VERB cuesj-623 64 4 the the DET cuesj-623 64 5 predicted predict VERB cuesj-623 64 6 value value NOUN cuesj-623 64 7 of of ADP cuesj-623 64 8 y y NOUN cuesj-623 64 9 : : PUNCT cuesj-623 64 10 g g NOUN cuesj-623 64 11 x x SYM cuesj-623 64 12 x x PUNCT cuesj-623 64 13 x x PUNCT cuesj-623 64 14 xp xp INTJ cuesj-623 64 15 p p PROPN cuesj-623 64 16 i i PROPN cuesj-623 64 17 � � PROPN cuesj-623 64 18 � � PROPN cuesj-623 64 19 � � PROPN cuesj-623 64 20 � � PROPN cuesj-623 64 21 � � PROPN cuesj-623 64 22 � � PROPN cuesj-623 64 23 � � PROPN cuesj-623 64 24 � � PROPN cuesj-623 64 25 � � PROPN cuesj-623 64 26 � � PROPN cuesj-623 64 27 � � PROPN cuesj-623 64 28 � � PROPN cuesj-623 64 29 � � PROPN cuesj-623 64 30 � � PROPN cuesj-623 64 31 0 0 NUM cuesj-623 64 32 1 1 NUM cuesj-623 64 33 1 1 NUM cuesj-623 64 34 2 2 NUM cuesj-623 64 35 2 2 NUM cuesj-623 64 36 the the DET cuesj-623 64 37 link link NOUN cuesj-623 64 38 function function NOUN cuesj-623 64 39 g g PROPN cuesj-623 64 40 ( ( PUNCT cuesj-623 64 41 x x NOUN cuesj-623 64 42 ) ) PUNCT cuesj-623 64 43 and and CCONJ cuesj-623 64 44 the the DET cuesj-623 64 45 parameters parameter NOUN cuesj-623 64 46 β0 β0 PROPN cuesj-623 64 47 , , PUNCT cuesj-623 64 48 β1 β1 PROPN cuesj-623 64 49 and and CCONJ cuesj-623 64 50 so so ADV cuesj-623 64 51 on on ADV cuesj-623 64 52 must must AUX cuesj-623 64 53 be be AUX cuesj-623 64 54 approximated approximate VERB cuesj-623 64 55 . . PUNCT cuesj-623 65 1 the the DET cuesj-623 65 2 three three NUM cuesj-623 65 3 most most ADV cuesj-623 65 4 typical typical ADJ cuesj-623 65 5 link link NOUN cuesj-623 65 6 functions function NOUN cuesj-623 65 7 are be AUX cuesj-623 65 8 shown show VERB cuesj-623 65 9 below below ADP cuesj-623 65 10 . . PUNCT cuesj-623 66 1 1 1 X cuesj-623 66 2 . . X cuesj-623 66 3 identity identity NOUN cuesj-623 66 4 link link NOUN cuesj-623 66 5 : : PUNCT cuesj-623 66 6 it it PRON cuesj-623 66 7 is be AUX cuesj-623 66 8 represented represent VERB cuesj-623 66 9 as as ADP cuesj-623 66 10 g g PROPN cuesj-623 66 11 ( ( PUNCT cuesj-623 66 12 m m NOUN cuesj-623 66 13 ) ) PUNCT cuesj-623 66 14 = = PUNCT cuesj-623 67 1 m m VERB cuesj-623 67 2 in in ADP cuesj-623 67 3 mathematics mathematic NOUN cuesj-623 67 4 and and CCONJ cuesj-623 67 5 is be AUX cuesj-623 67 6 utilized utilize VERB cuesj-623 67 7 in in ADP cuesj-623 67 8 the the DET cuesj-623 67 9 typical typical ADJ cuesj-623 67 10 linear linear PROPN cuesj-623 67 11 models model NOUN cuesj-623 67 12 . . PUNCT cuesj-623 68 1 2 2 X cuesj-623 68 2 . . X cuesj-623 68 3 log log PROPN cuesj-623 68 4 link link NOUN cuesj-623 68 5 : : PUNCT cuesj-623 68 6 it it PRON cuesj-623 68 7 is be AUX cuesj-623 68 8 represented represent VERB cuesj-623 68 9 as as ADP cuesj-623 68 10 g g PROPN cuesj-623 68 11 ( ( PUNCT cuesj-623 68 12 m m NOUN cuesj-623 68 13 ) ) PUNCT cuesj-623 68 14 = = PRON cuesj-623 69 1 log log NOUN cuesj-623 69 2 ( ( PUNCT cuesj-623 69 3 m m NOUN cuesj-623 69 4 ) ) PUNCT cuesj-623 69 5 in in ADP cuesj-623 69 6 math math NOUN cuesj-623 69 7 , , PUNCT cuesj-623 69 8 and and CCONJ cuesj-623 69 9 it it PRON cuesj-623 69 10 is be AUX cuesj-623 69 11 usually usually ADV cuesj-623 69 12 utilized utilize VERB cuesj-623 69 13 in in ADP cuesj-623 69 14 log log NOUN cuesj-623 69 15 - - PUNCT cuesj-623 69 16 linear linear NOUN cuesj-623 69 17 models model NOUN cuesj-623 69 18 for for ADP cuesj-623 69 19 count count NOUN cuesj-623 69 20 data datum NOUN cuesj-623 69 21 ( ( PUNCT cuesj-623 69 22 non non ADJ cuesj-623 69 23 - - ADJ cuesj-623 69 24 negative negative ADJ cuesj-623 69 25 numbers number NOUN cuesj-623 69 26 ) ) PUNCT cuesj-623 69 27 . . PUNCT cuesj-623 70 1 3 3 X cuesj-623 70 2 . . X cuesj-623 70 3 logit logit PROPN cuesj-623 70 4 link link PROPN cuesj-623 70 5 : : PUNCT cuesj-623 70 6 it it PRON cuesj-623 70 7 is be AUX cuesj-623 70 8 written write VERB cuesj-623 70 9 as as ADP cuesj-623 70 10 g g PROPN cuesj-623 70 11 m m PROPN cuesj-623 70 12 ln ln ADJ cuesj-623 70 13 m m VERB cuesj-623 70 14 m m VERB cuesj-623 70 15 � � PROPN cuesj-623 70 16 � � PROPN cuesj-623 70 17 � � PROPN cuesj-623 70 18 � � PROPN cuesj-623 70 19 � � PROPN cuesj-623 70 20 � � PROPN cuesj-623 70 21 � � PROPN cuesj-623 70 22 � � PROPN cuesj-623 70 23 � � PROPN cuesj-623 70 24 � � PROPN cuesj-623 70 25 1 1 NUM cuesj-623 70 26 in in ADP cuesj-623 70 27 math math NOUN cuesj-623 70 28 . . PUNCT cuesj-623 71 1 as as ADV cuesj-623 71 2 well well ADV cuesj-623 71 3 as as ADP cuesj-623 71 4 for for ADP cuesj-623 71 5 binary binary ADJ cuesj-623 71 6 data datum NOUN cuesj-623 71 7 ( ( PUNCT cuesj-623 71 8 logistic logistic ADJ cuesj-623 71 9 regression regression NOUN cuesj-623 71 10 ) ) PUNCT cuesj-623 71 11 . . PUNCT cuesj-623 72 1 logistic logistic ADJ cuesj-623 72 2 regression regression NOUN cuesj-623 72 3 model model NOUN cuesj-623 72 4 in in ADP cuesj-623 72 5 medicine medicine NOUN cuesj-623 72 6 and and CCONJ cuesj-623 72 7 health health NOUN cuesj-623 72 8 research research NOUN cuesj-623 72 9 , , PUNCT cuesj-623 72 10 one one NUM cuesj-623 72 11 of of ADP cuesj-623 72 12 the the DET cuesj-623 72 13 most most ADV cuesj-623 72 14 typical typical ADJ cuesj-623 72 15 applications application NOUN cuesj-623 72 16 of of ADP cuesj-623 72 17 glms glm NOUN cuesj-623 72 18 is be AUX cuesj-623 72 19 to to PART cuesj-623 72 20 create create VERB cuesj-623 72 21 a a DET cuesj-623 72 22 responsive responsive ADJ cuesj-623 72 23 model model NOUN cuesj-623 72 24 between between ADP cuesj-623 72 25 response response NOUN cuesj-623 72 26 variables variable NOUN cuesj-623 72 27 with with ADP cuesj-623 72 28 only only ADV cuesj-623 72 29 two two NUM cuesj-623 72 30 outcome outcome NOUN cuesj-623 72 31 values value NOUN cuesj-623 72 32 ( ( PUNCT cuesj-623 72 33 e.g. e.g. ADV cuesj-623 72 34 , , PUNCT cuesj-623 72 35 alive/ alive/ PROPN cuesj-623 72 36 dead dead ADJ cuesj-623 72 37 , , PUNCT cuesj-623 72 38 presence presence NOUN cuesj-623 72 39 / / SYM cuesj-623 72 40 absence absence NOUN cuesj-623 72 41 , , PUNCT cuesj-623 72 42 etc etc X cuesj-623 72 43 . . X cuesj-623 72 44 ) ) PUNCT cuesj-623 72 45 and and CCONJ cuesj-623 72 46 explanatory explanatory ADJ cuesj-623 72 47 factors factor NOUN cuesj-623 72 48 , , PUNCT cuesj-623 72 49 which which PRON cuesj-623 72 50 can can AUX cuesj-623 72 51 be be AUX cuesj-623 72 52 any any DET cuesj-623 72 53 sort sort NOUN cuesj-623 72 54 of of ADP cuesj-623 72 55 data datum NOUN cuesj-623 72 56 , , PUNCT cuesj-623 72 57 continuous continuous ADJ cuesj-623 72 58 , , PUNCT cuesj-623 72 59 or or CCONJ cuesj-623 72 60 categorical categorical ADJ cuesj-623 72 61 , , PUNCT cuesj-623 72 62 as as ADP cuesj-623 72 63 from from ADP cuesj-623 72 64 figure figure NOUN cuesj-623 72 65 1 1 NUM cuesj-623 72 66 , , PUNCT cuesj-623 72 67 its its PRON cuesj-623 72 68 shape shape NOUN cuesj-623 72 69 is be AUX cuesj-623 72 70 seen see VERB cuesj-623 72 71 as as ADP cuesj-623 72 72 s s NOUN cuesj-623 72 73 - - PUNCT cuesj-623 72 74 shape shape NOUN cuesj-623 72 75 and and CCONJ cuesj-623 72 76 most most ADJ cuesj-623 72 77 of of ADP cuesj-623 72 78 the the DET cuesj-623 72 79 time time NOUN cuesj-623 72 80 it it PRON cuesj-623 72 81 is be AUX cuesj-623 72 82 recognized recognize VERB cuesj-623 72 83 as as ADP cuesj-623 72 84 s s NOUN cuesj-623 72 85 - - NOUN cuesj-623 72 86 shape shape NOUN cuesj-623 72 87 . . PUNCT cuesj-623 73 1 due due ADP cuesj-623 73 2 to to ADP cuesj-623 73 3 the the DET cuesj-623 73 4 structure structure NOUN cuesj-623 73 5 of of ADP cuesj-623 73 6 the the DET cuesj-623 73 7 response response NOUN cuesj-623 73 8 variable variable NOUN cuesj-623 73 9 , , PUNCT cuesj-623 73 10 there there PRON cuesj-623 73 11 were be VERB cuesj-623 73 12 two two NUM cuesj-623 73 13 scenarios scenario NOUN cuesj-623 73 14 when when SCONJ cuesj-623 73 15 glm glm NOUN cuesj-623 73 16 application application NOUN cuesj-623 73 17 was be AUX cuesj-623 73 18 required require VERB cuesj-623 73 19 , , PUNCT cuesj-623 73 20 as as SCONJ cuesj-623 73 21 indicated indicate VERB cuesj-623 73 22 in in ADP cuesj-623 73 23 ( ( PUNCT cuesj-623 73 24 binary binary ADJ cuesj-623 73 25 type).[9 type).[9 NOUN cuesj-623 73 26 ] ] PUNCT cuesj-623 73 27 the the DET cuesj-623 73 28 first first ADJ cuesj-623 73 29 was be AUX cuesj-623 73 30 to to PART cuesj-623 73 31 forecast forecast VERB cuesj-623 73 32 the the DET cuesj-623 73 33 likelihood likelihood NOUN cuesj-623 73 34 of of ADP cuesj-623 73 35 survival survival NOUN cuesj-623 73 36 ( ( PUNCT cuesj-623 73 37 whether whether SCONJ cuesj-623 73 38 it it PRON cuesj-623 73 39 had have AUX cuesj-623 73 40 survived survive VERB cuesj-623 73 41 or or CCONJ cuesj-623 73 42 not not PART cuesj-623 73 43 ) ) PUNCT cuesj-623 73 44 , , PUNCT cuesj-623 73 45 and and CCONJ cuesj-623 73 46 the the DET cuesj-623 73 47 second second ADJ cuesj-623 73 48 was be AUX cuesj-623 73 49 to to PART cuesj-623 73 50 predict predict VERB cuesj-623 73 51 the the DET cuesj-623 73 52 likelihood likelihood NOUN cuesj-623 73 53 of of ADP cuesj-623 73 54 burrowing burrow VERB cuesj-623 73 55 . . PUNCT cuesj-623 74 1 rees ree NOUN cuesj-623 74 2 and and CCONJ cuesj-623 74 3 dineschandra[10 dineschandra[10 NOUN cuesj-623 74 4 ] ] PUNCT cuesj-623 74 5 also also ADV cuesj-623 74 6 looked look VERB cuesj-623 74 7 at at ADP cuesj-623 74 8 the the DET cuesj-623 74 9 association association NOUN cuesj-623 74 10 between between ADP cuesj-623 74 11 the the DET cuesj-623 74 12 presence presence NOUN cuesj-623 74 13 / / SYM cuesj-623 74 14 absence absence NOUN cuesj-623 74 15 of of ADP cuesj-623 74 16 species specie NOUN cuesj-623 74 17 in in ADP cuesj-623 74 18 forest forest NOUN cuesj-623 74 19 shrubs shrub NOUN cuesj-623 74 20 as as ADP cuesj-623 74 21 a a DET cuesj-623 74 22 response response NOUN cuesj-623 74 23 variable variable NOUN cuesj-623 74 24 versus versus ADP cuesj-623 74 25 a a DET cuesj-623 74 26 series series NOUN cuesj-623 74 27 of of ADP cuesj-623 74 28 predictors predictor NOUN cuesj-623 74 29 including include VERB cuesj-623 74 30 distance distance NOUN cuesj-623 74 31 to to ADP cuesj-623 74 32 nearest near ADJ cuesj-623 74 33 woodland woodland NOUN cuesj-623 74 34 , , PUNCT cuesj-623 74 35 stand stand VERB cuesj-623 74 36 age age NOUN cuesj-623 74 37 , , PUNCT cuesj-623 74 38 stand stand VERB cuesj-623 74 39 area area NOUN cuesj-623 74 40 , , PUNCT cuesj-623 74 41 and and CCONJ cuesj-623 74 42 so so ADV cuesj-623 74 43 on on ADV cuesj-623 74 44 . . PUNCT cuesj-623 75 1 logistic logistic ADJ cuesj-623 75 2 model model NOUN cuesj-623 75 3 and and CCONJ cuesj-623 75 4 parameters parameter NOUN cuesj-623 75 5 the the DET cuesj-623 75 6 logistic logistic ADJ cuesj-623 75 7 regression regression NOUN cuesj-623 75 8 model model NOUN cuesj-623 75 9 can can AUX cuesj-623 75 10 be be AUX cuesj-623 75 11 expressed express VERB cuesj-623 75 12 as as SCONJ cuesj-623 75 13 follows follow VERB cuesj-623 75 14 : : PUNCT cuesj-623 75 15 � � PROPN cuesj-623 75 16 � � PROPN cuesj-623 75 17 � � PROPN cuesj-623 75 18 � � PROPN cuesj-623 75 19 � � PROPN cuesj-623 75 20 � � PROPN cuesj-623 75 21 � � PROPN cuesj-623 75 22 x x X cuesj-623 75 23 e e NOUN cuesj-623 75 24 e e X cuesj-623 75 25 x x X cuesj-623 75 26 pxp pxp PROPN cuesj-623 75 27 x x SYM cuesj-623 75 28 pxp pxp PROPN cuesj-623 75 29 � � PROPN cuesj-623 75 30 � � PROPN cuesj-623 75 31 � � PROPN cuesj-623 75 32 � � PROPN cuesj-623 75 33 � � PROPN cuesj-623 75 34 � � PROPN cuesj-623 75 35 � � PROPN cuesj-623 75 36 � � PROPN cuesj-623 75 37 � � PROPN cuesj-623 75 38 � � PROPN cuesj-623 75 39 � � PROPN cuesj-623 75 40 � � PROPN cuesj-623 75 41 0 0 NUM cuesj-623 76 1 1 1 NUM cuesj-623 76 2 1 1 NUM cuesj-623 76 3 0 0 NUM cuesj-623 76 4 1 1 NUM cuesj-623 76 5 11 11 NUM cuesj-623 76 6 where where SCONJ cuesj-623 76 7 π(x)π(x π(x)π(x NOUN cuesj-623 76 8 ) ) PUNCT cuesj-623 76 9 is be AUX cuesj-623 76 10 the the DET cuesj-623 76 11 probability probability NOUN cuesj-623 76 12 that that SCONJ cuesj-623 76 13 yi=1 yi=1 PRON cuesj-623 76 14 ( ( PUNCT cuesj-623 76 15 i.e. i.e. X cuesj-623 76 16 , , PUNCT cuesj-623 76 17 the the DET cuesj-623 76 18 event event NOUN cuesj-623 76 19 is be AUX cuesj-623 76 20 present present ADJ cuesj-623 76 21 ) ) PUNCT cuesj-623 76 22 for for ADP cuesj-623 76 23 a a DET cuesj-623 76 24 collection collection NOUN cuesj-623 76 25 of of ADP cuesj-623 76 26 specified specify VERB cuesj-623 76 27 xi xi NOUN cuesj-623 76 28 ’s ’ NOUN cuesj-623 76 29 and and CCONJ cuesj-623 76 30 βs βs PRON cuesj-623 76 31 are be AUX cuesj-623 76 32 parameters parameter NOUN cuesj-623 76 33 that that PRON cuesj-623 76 34 need need VERB cuesj-623 76 35 to to PART cuesj-623 76 36 be be AUX cuesj-623 76 37 estimated estimate VERB cuesj-623 76 38 . . PUNCT cuesj-623 77 1 to to PART cuesj-623 77 2 make make VERB cuesj-623 77 3 the the DET cuesj-623 77 4 parameters parameter NOUN cuesj-623 77 5 easier easy ADJ cuesj-623 77 6 to to PART cuesj-623 77 7 comprehend comprehend VERB cuesj-623 77 8 , , PUNCT cuesj-623 77 9 we we PRON cuesj-623 77 10 can can AUX cuesj-623 77 11 simply simply ADV cuesj-623 77 12 convert convert VERB cuesj-623 77 13 them they PRON cuesj-623 77 14 to to ADP cuesj-623 77 15 odds odd NOUN cuesj-623 77 16 and and CCONJ cuesj-623 77 17 interpret interpret VERB cuesj-623 77 18 them they PRON cuesj-623 77 19 the the DET cuesj-623 77 20 same same ADJ cuesj-623 77 21 way way NOUN cuesj-623 77 22 we we PRON cuesj-623 77 23 did do VERB cuesj-623 77 24 in in ADP cuesj-623 77 25 the the DET cuesj-623 77 26 2 2 NUM cuesj-623 77 27 × × NOUN cuesj-623 77 28 2 2 NUM cuesj-623 77 29 contingency contingency NOUN cuesj-623 77 30 table table NOUN cuesj-623 77 31 , , PUNCT cuesj-623 77 32 which which PRON cuesj-623 77 33 is be AUX cuesj-623 77 34 the the DET cuesj-623 77 35 likelihood likelihood NOUN cuesj-623 77 36 of of ADP cuesj-623 77 37 an an DET cuesj-623 77 38 event event NOUN cuesj-623 77 39 occurring occur VERB cuesj-623 77 40 compared compare VERB cuesj-623 77 41 to to ADP cuesj-623 77 42 its its PRON cuesj-623 77 43 inverse inverse NOUN cuesj-623 77 44 . . PUNCT cuesj-623 78 1 odds odd NOUN cuesj-623 78 2 x x SYM cuesj-623 78 3 x x SYM cuesj-623 78 4 � � PROPN cuesj-623 78 5 � � PROPN cuesj-623 78 6 � � PROPN cuesj-623 78 7 � � PROPN cuesj-623 78 8 � � PROPN cuesj-623 78 9 � � PROPN cuesj-623 78 10 � � PROPN cuesj-623 78 11 � � PROPN cuesj-623 78 12 1 1 NUM cuesj-623 78 13 if if SCONJ cuesj-623 78 14 the the DET cuesj-623 78 15 odds odd NOUN cuesj-623 78 16 are be AUX cuesj-623 78 17 more more ADJ cuesj-623 78 18 than than ADP cuesj-623 78 19 one one NUM cuesj-623 78 20 , , PUNCT cuesj-623 78 21 the the DET cuesj-623 78 22 chance chance NOUN cuesj-623 78 23 of of ADP cuesj-623 78 24 yi=1 yi=1 PROPN cuesj-623 78 25 is be AUX cuesj-623 78 26 greater great ADJ cuesj-623 78 27 than than ADP cuesj-623 78 28 the the DET cuesj-623 78 29 reverse reverse NOUN cuesj-623 78 30 , , PUNCT cuesj-623 78 31 and and CCONJ cuesj-623 78 32 vice vice ADV cuesj-623 78 33 versa versa ADV cuesj-623 78 34 . . PUNCT cuesj-623 79 1 by by ADP cuesj-623 79 2 putting put VERB cuesj-623 79 3 the the DET cuesj-623 79 4 coefficient coefficient NOUN cuesj-623 79 5 values value NOUN cuesj-623 79 6 on on ADP cuesj-623 79 7 an an DET cuesj-623 79 8 exponential exponential ADJ cuesj-623 79 9 function function NOUN cuesj-623 79 10 , , PUNCT cuesj-623 79 11 we we PRON cuesj-623 79 12 can can AUX cuesj-623 79 13 simply simply ADV cuesj-623 79 14 transform transform VERB cuesj-623 79 15 logistic logistic ADJ cuesj-623 79 16 regression regression NOUN cuesj-623 79 17 odds odd NOUN cuesj-623 79 18 to to ADP cuesj-623 79 19 odds odd NOUN cuesj-623 79 20 and and CCONJ cuesj-623 79 21 odd odd ADJ cuesj-623 79 22 ratio ratio NOUN cuesj-623 79 23 . . PUNCT cuesj-623 80 1 the the DET cuesj-623 80 2 natural natural ADJ cuesj-623 80 3 logarithm logarithm NOUN cuesj-623 80 4 can can AUX cuesj-623 80 5 then then ADV cuesj-623 80 6 be be AUX cuesj-623 80 7 applied apply VERB cuesj-623 80 8 to to ADP cuesj-623 80 9 the the DET cuesj-623 80 10 odds odd NOUN cuesj-623 80 11 formula formula NOUN cuesj-623 80 12 to to PART cuesj-623 80 13 make make VERB cuesj-623 80 14 modeling modeling NOUN cuesj-623 80 15 easier.[11 easier.[11 NOUN cuesj-623 80 16 ] ] PUNCT cuesj-623 80 17 g g PROPN cuesj-623 80 18 x x SYM cuesj-623 80 19 ln ln ADJ cuesj-623 80 20 odds odd NOUN cuesj-623 80 21 ln ln NOUN cuesj-623 80 22 x x SYM cuesj-623 80 23 x x SYM cuesj-623 80 24 � � PROPN cuesj-623 80 25 � � PROPN cuesj-623 80 26 � � PROPN cuesj-623 80 27 � � PROPN cuesj-623 80 28 � � PROPN cuesj-623 80 29 � � PROPN cuesj-623 80 30 � � PROPN cuesj-623 80 31 � � PROPN cuesj-623 80 32 � � PROPN cuesj-623 80 33 � � PROPN cuesj-623 80 34 � � PROPN cuesj-623 80 35 � � PROPN cuesj-623 80 36 � � PROPN cuesj-623 80 37 � � PROPN cuesj-623 80 38 � � PROPN cuesj-623 80 39 � � PROPN cuesj-623 80 40 � � PROPN cuesj-623 80 41 ( ( PUNCT cuesj-623 80 42 ) ) PUNCT cuesj-623 80 43 � � PROPN cuesj-623 80 44 � � PROPN cuesj-623 80 45 1 1 NUM cuesj-623 80 46 then then ADV cuesj-623 80 47 g(x g(x NOUN cuesj-623 80 48 ) ) PUNCT cuesj-623 80 49 can can AUX cuesj-623 80 50 be be AUX cuesj-623 80 51 controlled control VERB cuesj-623 80 52 as as SCONJ cuesj-623 80 53 follows follow VERB cuesj-623 80 54 : : PUNCT cuesj-623 80 55 g g NOUN cuesj-623 80 56 x x PUNCT cuesj-623 80 57 x x PUNCT cuesj-623 80 58 x x X cuesj-623 80 59 xp xp X cuesj-623 80 60 p p X cuesj-623 80 61 � � PROPN cuesj-623 80 62 � � PROPN cuesj-623 80 63 � � PROPN cuesj-623 80 64 � � PROPN cuesj-623 80 65 � � PROPN cuesj-623 80 66 � � PROPN cuesj-623 80 67 � � PROPN cuesj-623 80 68 � � PROPN cuesj-623 80 69 � � PROPN cuesj-623 80 70 � � PROPN cuesj-623 80 71 � � PROPN cuesj-623 80 72 � � PROPN cuesj-623 80 73 0 0 NUM cuesj-623 80 74 1 1 NUM cuesj-623 80 75 1 1 NUM cuesj-623 80 76 2 2 NUM cuesj-623 80 77 2 2 NUM cuesj-623 80 78 it it PRON cuesj-623 80 79 is be AUX cuesj-623 80 80 also also ADV cuesj-623 80 81 worth worth ADJ cuesj-623 80 82 noting note VERB cuesj-623 80 83 that that SCONJ cuesj-623 80 84 the the DET cuesj-623 80 85 maximum maximum ADJ cuesj-623 80 86 likelihood likelihood NOUN cuesj-623 80 87 estimation estimation NOUN cuesj-623 80 88 is be AUX cuesj-623 80 89 processed process VERB cuesj-623 80 90 and and CCONJ cuesj-623 80 91 the the DET cuesj-623 80 92 values value NOUN cuesj-623 80 93 are be AUX cuesj-623 80 94 produced produce VERB cuesj-623 80 95 through through ADP cuesj-623 80 96 computing compute VERB cuesj-623 80 97 due due ADP cuesj-623 80 98 to to ADP cuesj-623 80 99 their their PRON cuesj-623 80 100 complexity complexity NOUN cuesj-623 80 101 . . PUNCT cuesj-623 81 1 a a DET cuesj-623 81 2 test test NOUN cuesj-623 81 3 called call VERB cuesj-623 81 4 the the DET cuesj-623 81 5 likelihood likelihood NOUN cuesj-623 81 6 ratio ratio NOUN cuesj-623 81 7 test test NOUN cuesj-623 81 8 ( ( PUNCT cuesj-623 81 9 lrt lrt PROPN cuesj-623 81 10 ) ) PUNCT cuesj-623 81 11 is be AUX cuesj-623 81 12 used use VERB cuesj-623 81 13 to to PART cuesj-623 81 14 determine determine VERB cuesj-623 81 15 whether whether SCONJ cuesj-623 81 16 an an DET cuesj-623 81 17 overall overall ADJ cuesj-623 81 18 model model NOUN cuesj-623 81 19 is be AUX cuesj-623 81 20 significant significant ADJ cuesj-623 81 21 , , PUNCT cuesj-623 81 22 as as SCONJ cuesj-623 81 23 it it PRON cuesj-623 81 24 compares compare VERB cuesj-623 81 25 the the DET cuesj-623 81 26 likelihood likelihood NOUN cuesj-623 81 27 of of ADP cuesj-623 81 28 the the DET cuesj-623 81 29 null null ADJ cuesj-623 81 30 model model NOUN cuesj-623 81 31 ( ( PUNCT cuesj-623 81 32 i.e. i.e. X cuesj-623 81 33 , , PUNCT cuesj-623 81 34 a a DET cuesj-623 81 35 model model NOUN cuesj-623 81 36 with with ADP cuesj-623 81 37 only only ADV cuesj-623 81 38 intercept).[12 intercept).[12 PROPN cuesj-623 81 39 ] ] X cuesj-623 81 40 the the DET cuesj-623 81 41 lrt lrt PROPN cuesj-623 81 42 functionality functionality NOUN cuesj-623 81 43 is be AUX cuesj-623 81 44 almost almost ADV cuesj-623 81 45 similar similar ADJ cuesj-623 81 46 to to ADP cuesj-623 81 47 the the DET cuesj-623 81 48 f f NOUN cuesj-623 81 49 - - PUNCT cuesj-623 81 50 test test NOUN cuesj-623 81 51 in in ADP cuesj-623 81 52 linear linear PROPN cuesj-623 81 53 regression regression NOUN cuesj-623 81 54 and and CCONJ cuesj-623 81 55 its its PRON cuesj-623 81 56 formula formula NOUN cuesj-623 81 57 is be AUX cuesj-623 81 58 as as SCONJ cuesj-623 81 59 follows follow VERB cuesj-623 81 60 : : PUNCT cuesj-623 82 1 g g PROPN cuesj-623 82 2 ln ln NOUN cuesj-623 82 3 l l PROPN cuesj-623 82 4 l l NOUN cuesj-623 82 5 lnl lnl PROPN cuesj-623 82 6 lnl0 lnl0 PROPN cuesj-623 82 7 2 2 NUM cuesj-623 82 8 0 0 NUM cuesj-623 82 9 02 02 NUM cuesj-623 82 10 2 2 NUM cuesj-623 82 11 � � PROPN cuesj-623 82 12 � � PROPN cuesj-623 82 13 � � PROPN cuesj-623 82 14 � � PROPN cuesj-623 82 15 � � PROPN cuesj-623 82 16 � � PROPN cuesj-623 82 17 � � PROPN cuesj-623 82 18 � � PROPN cuesj-623 82 19 � � PROPN cuesj-623 82 20 � � PROPN cuesj-623 82 21 � � PROPN cuesj-623 82 22 � � PROPN cuesj-623 82 23 � � PROPN cuesj-623 82 24 where where SCONJ cuesj-623 82 25 l l NOUN cuesj-623 82 26 represents represent VERB cuesj-623 82 27 the the DET cuesj-623 82 28 entire entire ADJ cuesj-623 82 29 model model NOUN cuesj-623 82 30 ’s ’s PART cuesj-623 82 31 probability probability NOUN cuesj-623 82 32 and and CCONJ cuesj-623 82 33 ( ( PUNCT cuesj-623 82 34 l0 l0 PROPN cuesj-623 82 35 ) ) PUNCT cuesj-623 82 36 represents represent VERB cuesj-623 82 37 the the DET cuesj-623 82 38 null null ADJ cuesj-623 82 39 model model NOUN cuesj-623 82 40 ’s ’s PART cuesj-623 82 41 likelihood likelihood NOUN cuesj-623 82 42 . . PUNCT cuesj-623 83 1 the the DET cuesj-623 83 2 statistic statistic PROPN cuesj-623 83 3 ( ( PUNCT cuesj-623 83 4 g0 g0 NOUN cuesj-623 83 5 ) ) PUNCT cuesj-623 83 6 has have VERB cuesj-623 83 7 a a DET cuesj-623 83 8 k k NOUN cuesj-623 83 9 degree degree NOUN cuesj-623 83 10 of of ADP cuesj-623 83 11 freedom freedom NOUN cuesj-623 83 12 ( ( PUNCT cuesj-623 83 13 df df NOUN cuesj-623 83 14 ) ) PUNCT cuesj-623 83 15 with with ADP cuesj-623 83 16 an an DET cuesj-623 83 17 approximate approximate ADJ cuesj-623 83 18 two two NUM cuesj-623 83 19 distribution distribution NOUN cuesj-623 83 20 ( ( PUNCT cuesj-623 83 21 k k NOUN cuesj-623 83 22 = = NOUN cuesj-623 83 23 number number NOUN cuesj-623 83 24 of of ADP cuesj-623 83 25 predictors predictor NOUN cuesj-623 83 26 in in ADP cuesj-623 83 27 the the DET cuesj-623 83 28 entire entire ADJ cuesj-623 83 29 model model NOUN cuesj-623 83 30 ) ) PUNCT cuesj-623 83 31 . . PUNCT cuesj-623 84 1 however however ADV cuesj-623 84 2 , , PUNCT cuesj-623 84 3 we we PRON cuesj-623 84 4 evaluate evaluate VERB cuesj-623 84 5 the the DET cuesj-623 84 6 complete complete ADJ cuesj-623 84 7 and and CCONJ cuesj-623 84 8 saturated saturated ADJ cuesj-623 84 9 model model NOUN cuesj-623 84 10 employing employing NOUN cuesj-623 84 11 deviance deviance NOUN cuesj-623 84 12 ( ( PUNCT cuesj-623 84 13 sse sse NOUN cuesj-623 84 14 in in ADP cuesj-623 84 15 linear linear PROPN cuesj-623 84 16 regression regression NOUN cuesj-623 84 17 ) ) PUNCT cuesj-623 84 18 using use VERB cuesj-623 84 19 a a DET cuesj-623 84 20 special special ADJ cuesj-623 84 21 type type NOUN cuesj-623 84 22 of of ADP cuesj-623 84 23 lrt.[13,14 lrt.[13,14 NOUN cuesj-623 84 24 ] ] X cuesj-623 85 1 the the DET cuesj-623 85 2 deviance deviance NOUN cuesj-623 85 3 is be AUX cuesj-623 85 4 an an DET cuesj-623 85 5 unexplained unexplained ADJ cuesj-623 85 6 measure measure NOUN cuesj-623 85 7 of of ADP cuesj-623 85 8 variation variation NOUN cuesj-623 85 9 in in ADP cuesj-623 85 10 the the DET cuesj-623 85 11 data datum NOUN cuesj-623 85 12 . . PUNCT cuesj-623 86 1 d d X cuesj-623 86 2 ln ln NOUN cuesj-623 86 3 l l NOUN cuesj-623 86 4 l l NOUN cuesj-623 86 5 lnl lnl PROPN cuesj-623 86 6 lnl lnl PROPN cuesj-623 86 7 lnlsat lnlsat VERB cuesj-623 86 8 full full ADJ cuesj-623 86 9 sat sit VERB cuesj-623 86 10 full full ADJ cuesj-623 86 11 full full ADJ cuesj-623 86 12 � � PROPN cuesj-623 86 13 � � PROPN cuesj-623 86 14 � � PROPN cuesj-623 86 15 � � PROPN cuesj-623 86 16 � � PROPN cuesj-623 86 17 2 2 NUM cuesj-623 86 18 2 2 NUM cuesj-623 86 19 2 2 NUM cuesj-623 86 20 � � PROPN cuesj-623 86 21 � � PROPN cuesj-623 86 22 � � PROPN cuesj-623 86 23 � � PROPN cuesj-623 86 24 � � PROPN cuesj-623 86 25 � � PROPN cuesj-623 86 26 � � PROPN cuesj-623 86 27 � � PROPN cuesj-623 86 28 � � PROPN cuesj-623 86 29 � � PROPN cuesj-623 86 30 ( ( PUNCT cuesj-623 86 31 ) ) PUNCT cuesj-623 86 32 ( ( PUNCT cuesj-623 86 33 ) ) PUNCT cuesj-623 86 34 furthermore furthermore ADV cuesj-623 86 35 , , PUNCT cuesj-623 86 36 when when SCONJ cuesj-623 86 37 it it PRON cuesj-623 86 38 comes come VERB cuesj-623 86 39 to to ADP cuesj-623 86 40 determining determine VERB cuesj-623 86 41 the the DET cuesj-623 86 42 significance significance NOUN cuesj-623 86 43 of of ADP cuesj-623 86 44 parameters parameter NOUN cuesj-623 86 45 , , PUNCT cuesj-623 86 46 the the DET cuesj-623 86 47 wald wald NOUN cuesj-623 86 48 test[4 test[4 PROPN cuesj-623 86 49 ] ] PUNCT cuesj-623 86 50 is be AUX cuesj-623 86 51 a a DET cuesj-623 86 52 method method NOUN cuesj-623 86 53 for for ADP cuesj-623 86 54 evaluating evaluate VERB cuesj-623 86 55 the the DET cuesj-623 86 56 null null ADJ cuesj-623 86 57 hypothesis hypothesis NOUN cuesj-623 86 58 . . PUNCT cuesj-623 87 1 h h PROPN cuesj-623 87 2 j0 j0 PROPN cuesj-623 87 3 0 0 NUM cuesj-623 87 4 : : PUNCT cuesj-623 87 5 � � PROPN cuesj-623 87 6 � � PROPN cuesj-623 87 7 � � PROPN cuesj-623 87 8 h h PROPN cuesj-623 87 9 j1 j1 PROPN cuesj-623 87 10 0 0 NUM cuesj-623 87 11 : : PUNCT cuesj-623 87 12 � � PROPN cuesj-623 87 13 � � PROPN cuesj-623 87 14 materials material NOUN cuesj-623 87 15 and and CCONJ cuesj-623 87 16 methods method NOUN cuesj-623 87 17 dataset dataset VERB cuesj-623 87 18 this this DET cuesj-623 87 19 study study NOUN cuesj-623 87 20 is be AUX cuesj-623 87 21 a a DET cuesj-623 87 22 case case NOUN cuesj-623 87 23 – – PUNCT cuesj-623 87 24 control control NOUN cuesj-623 87 25 study study NOUN cuesj-623 87 26 so so ADV cuesj-623 87 27 100 100 NUM cuesj-623 87 28 adult adult NOUN cuesj-623 87 29 patients patient NOUN cuesj-623 87 30 underwent undergo VERB cuesj-623 87 31 coronary coronary ADJ cuesj-623 87 32 angiography angiography NOUN cuesj-623 87 33 at at ADP cuesj-623 87 34 erbil erbil PROPN cuesj-623 87 35 cardiac cardiac PROPN cuesj-623 87 36 center center PROPN cuesj-623 87 37 khudhur khudhur PROPN cuesj-623 87 38 and and CCONJ cuesj-623 87 39 kadir kadir PROPN cuesj-623 87 40 : : PUNCT cuesj-623 88 1 logistic logistic ADJ cuesj-623 88 2 regression regression NOUN cuesj-623 88 3 for for ADP cuesj-623 88 4 predicting predict VERB cuesj-623 88 5 bypass bypass NOUN cuesj-623 88 6 graft graft NOUN cuesj-623 88 7 60 60 NUM cuesj-623 88 8 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-623 88 9 cuesj cuesj ADJ cuesj-623 88 10 2022 2022 NUM cuesj-623 88 11 , , PUNCT cuesj-623 88 12 6 6 NUM cuesj-623 88 13 ( ( PUNCT cuesj-623 88 14 1 1 NUM cuesj-623 88 15 ): ): PUNCT cuesj-623 88 16 57 57 NUM cuesj-623 88 17 - - SYM cuesj-623 88 18 63 63 NUM cuesj-623 88 19 and and CCONJ cuesj-623 88 20 data datum NOUN cuesj-623 88 21 were be AUX cuesj-623 88 22 obtained obtain VERB cuesj-623 88 23 from from ADP cuesj-623 88 24 them they PRON cuesj-623 88 25 . . PUNCT cuesj-623 89 1 patients patient NOUN cuesj-623 89 2 were be AUX cuesj-623 89 3 followed follow VERB cuesj-623 89 4 up up ADP cuesj-623 89 5 until until ADP cuesj-623 89 6 the the DET cuesj-623 89 7 end end NOUN cuesj-623 89 8 of of ADP cuesj-623 89 9 december december PROPN cuesj-623 89 10 2020 2020 NUM cuesj-623 89 11 . . PUNCT cuesj-623 90 1 data datum NOUN cuesj-623 90 2 were be AUX cuesj-623 90 3 also also ADV cuesj-623 90 4 obtained obtain VERB cuesj-623 90 5 from from ADP cuesj-623 90 6 60 60 NUM cuesj-623 90 7 healthy healthy ADJ cuesj-623 90 8 people people NOUN cuesj-623 90 9 who who PRON cuesj-623 90 10 underwent undergo VERB cuesj-623 90 11 the the DET cuesj-623 90 12 same same ADJ cuesj-623 90 13 coronary coronary ADJ cuesj-623 90 14 angiography angiography NOUN cuesj-623 90 15 . . PUNCT cuesj-623 91 1 the the DET cuesj-623 91 2 obtained obtain VERB cuesj-623 91 3 data datum NOUN cuesj-623 91 4 were be AUX cuesj-623 91 5 collected collect VERB cuesj-623 91 6 from from ADP cuesj-623 91 7 both both DET cuesj-623 91 8 patients patient NOUN cuesj-623 91 9 and and CCONJ cuesj-623 91 10 healthy healthy ADJ cuesj-623 91 11 people people NOUN cuesj-623 91 12 . . PUNCT cuesj-623 92 1 the the DET cuesj-623 92 2 data datum NOUN cuesj-623 92 3 include include VERB cuesj-623 92 4 gender gender NOUN cuesj-623 92 5 , , PUNCT cuesj-623 92 6 age age NOUN cuesj-623 92 7 , , PUNCT cuesj-623 92 8 smoke smoke NOUN cuesj-623 92 9 , , PUNCT cuesj-623 92 10 blood blood NOUN cuesj-623 92 11 sugar sugar NOUN cuesj-623 92 12 , , PUNCT cuesj-623 92 13 creatinine creatinine NOUN cuesj-623 92 14 , , PUNCT cuesj-623 92 15 weight weight NOUN cuesj-623 92 16 , , PUNCT cuesj-623 92 17 length length NOUN cuesj-623 92 18 , , PUNCT cuesj-623 92 19 body body NOUN cuesj-623 92 20 mass mass NOUN cuesj-623 92 21 index index NOUN cuesj-623 92 22 ( ( PUNCT cuesj-623 92 23 bmi bmi PROPN cuesj-623 92 24 ) ) PUNCT cuesj-623 92 25 , , PUNCT cuesj-623 92 26 hemoglobin hemoglobin NOUN cuesj-623 92 27 a1c a1c PROPN cuesj-623 92 28 ( ( PUNCT cuesj-623 92 29 hba1c hba1c PROPN cuesj-623 92 30 ) ) PUNCT cuesj-623 92 31 , , PUNCT cuesj-623 92 32 blood blood NOUN cuesj-623 92 33 urea urea NOUN cuesj-623 92 34 nitrogen nitrogen NOUN cuesj-623 92 35 , , PUNCT cuesj-623 92 36 cholesterol cholesterol NOUN cuesj-623 92 37 , , PUNCT cuesj-623 92 38 lower low ADJ cuesj-623 92 39 density density NOUN cuesj-623 92 40 level level NOUN cuesj-623 92 41 , , PUNCT cuesj-623 92 42 high high ADJ cuesj-623 92 43 - - PUNCT cuesj-623 92 44 density density NOUN cuesj-623 92 45 lipoprotein lipoprotein ADJ cuesj-623 92 46 levels level NOUN cuesj-623 92 47 ( ( PUNCT cuesj-623 92 48 hdl hdl NOUN cuesj-623 92 49 ) ) PUNCT cuesj-623 92 50 , , PUNCT cuesj-623 92 51 triglycerides triglyceride NOUN cuesj-623 92 52 ( ( PUNCT cuesj-623 92 53 tg tg NOUN cuesj-623 92 54 ) ) PUNCT cuesj-623 92 55 , , PUNCT cuesj-623 92 56 systolic systolic ADJ cuesj-623 92 57 blood blood NOUN cuesj-623 92 58 pressure pressure NOUN cuesj-623 92 59 ( ( PUNCT cuesj-623 92 60 sbp sbp NOUN cuesj-623 92 61 ) ) PUNCT cuesj-623 92 62 , , PUNCT cuesj-623 92 63 and and CCONJ cuesj-623 92 64 diastolic diastolic ADJ cuesj-623 92 65 blood blood NOUN cuesj-623 92 66 pressure pressure NOUN cuesj-623 92 67 ( ( PUNCT cuesj-623 92 68 dbp dbp PROPN cuesj-623 92 69 ) ) PUNCT cuesj-623 92 70 in in ADP cuesj-623 92 71 erbil erbil PROPN cuesj-623 92 72 city city PROPN cuesj-623 92 73 . . PUNCT cuesj-623 93 1 illustrating illustrate VERB cuesj-623 93 2 and and CCONJ cuesj-623 93 3 reporting report VERB cuesj-623 93 4 logistic logistic ADJ cuesj-623 93 5 regression regression NOUN cuesj-623 93 6 analysis analysis NOUN cuesj-623 93 7 result result NOUN cuesj-623 93 8 it it PRON cuesj-623 93 9 is be AUX cuesj-623 93 10 preferable preferable ADJ cuesj-623 93 11 to to PART cuesj-623 93 12 construct construct VERB cuesj-623 93 13 descriptive descriptive ADJ cuesj-623 93 14 statistics statistic NOUN cuesj-623 93 15 for for ADP cuesj-623 93 16 the the DET cuesj-623 93 17 data datum NOUN cuesj-623 93 18 and and CCONJ cuesj-623 93 19 examine examine VERB cuesj-623 93 20 how how SCONJ cuesj-623 93 21 the the DET cuesj-623 93 22 variables variable NOUN cuesj-623 93 23 connect connect VERB cuesj-623 93 24 to to ADP cuesj-623 93 25 the the DET cuesj-623 93 26 outcome outcome NOUN cuesj-623 93 27 variable variable NOUN cuesj-623 93 28 . . PUNCT cuesj-623 94 1 table table NOUN cuesj-623 94 2 1 1 NUM cuesj-623 94 3 indicates indicate VERB cuesj-623 94 4 that that SCONJ cuesj-623 94 5 some some DET cuesj-623 94 6 independent independent ADJ cuesj-623 94 7 factors factor NOUN cuesj-623 94 8 and and CCONJ cuesj-623 94 9 the the DET cuesj-623 94 10 dependent dependent ADJ cuesj-623 94 11 binary binary ADJ cuesj-623 94 12 variable variable NOUN cuesj-623 94 13 may may AUX cuesj-623 94 14 have have VERB cuesj-623 94 15 a a DET cuesj-623 94 16 relationship relationship NOUN cuesj-623 94 17 with with ADP cuesj-623 94 18 the the DET cuesj-623 94 19 test test NOUN cuesj-623 94 20 value value NOUN cuesj-623 94 21 . . PUNCT cuesj-623 95 1 we we PRON cuesj-623 95 2 first first ADV cuesj-623 95 3 demonstrate demonstrate VERB cuesj-623 95 4 the the DET cuesj-623 95 5 continuous continuous ADJ cuesj-623 95 6 variables variable NOUN cuesj-623 95 7 in in ADP cuesj-623 95 8 accordance accordance NOUN cuesj-623 95 9 to to ADP cuesj-623 95 10 control control NOUN cuesj-623 95 11 and and CCONJ cuesj-623 95 12 patient patient ADJ cuesj-623 95 13 groups group NOUN cuesj-623 95 14 , , PUNCT cuesj-623 95 15 it it PRON cuesj-623 95 16 is be AUX cuesj-623 95 17 clear clear ADJ cuesj-623 95 18 that that SCONJ cuesj-623 95 19 age age NOUN cuesj-623 95 20 has have VERB cuesj-623 95 21 quite quite DET cuesj-623 95 22 an an DET cuesj-623 95 23 influence influence NOUN cuesj-623 95 24 to to PART cuesj-623 95 25 get get AUX cuesj-623 95 26 affected affect VERB cuesj-623 95 27 with with ADP cuesj-623 95 28 the the DET cuesj-623 95 29 bypass bypass NOUN cuesj-623 95 30 graft graft NOUN cuesj-623 95 31 . . PUNCT cuesj-623 96 1 the the DET cuesj-623 96 2 result result NOUN cuesj-623 96 3 shows show VERB cuesj-623 96 4 that that SCONJ cuesj-623 96 5 the the DET cuesj-623 96 6 mean mean ADJ cuesj-623 96 7 age age NOUN cuesj-623 96 8 for for ADP cuesj-623 96 9 the the DET cuesj-623 96 10 control control NOUN cuesj-623 96 11 group group NOUN cuesj-623 96 12 is be AUX cuesj-623 96 13 44.87 44.87 NUM cuesj-623 96 14 - - PUNCT cuesj-623 96 15 years year NOUN cuesj-623 96 16 - - PUNCT cuesj-623 96 17 old old ADJ cuesj-623 96 18 , , PUNCT cuesj-623 96 19 while while SCONJ cuesj-623 96 20 the the DET cuesj-623 96 21 patient patient ADJ cuesj-623 96 22 people people NOUN cuesj-623 96 23 tend tend VERB cuesj-623 96 24 to to PART cuesj-623 96 25 be be AUX cuesj-623 96 26 59.51 59.51 NUM cuesj-623 96 27 and and CCONJ cuesj-623 96 28 this this PRON cuesj-623 96 29 tells tell VERB cuesj-623 96 30 us we PRON cuesj-623 96 31 more more ADV cuesj-623 96 32 into into ADP cuesj-623 96 33 age age NOUN cuesj-623 96 34 , , PUNCT cuesj-623 96 35 more more ADJ cuesj-623 96 36 chance chance NOUN cuesj-623 96 37 to to PART cuesj-623 96 38 be be AUX cuesj-623 96 39 suffering suffer VERB cuesj-623 96 40 , , PUNCT cuesj-623 96 41 and and CCONJ cuesj-623 96 42 the the DET cuesj-623 96 43 p p NOUN cuesj-623 96 44 - - PUNCT cuesj-623 96 45 value value NOUN cuesj-623 96 46 of of ADP cuesj-623 96 47 the the DET cuesj-623 96 48 t t NOUN cuesj-623 96 49 - - PUNCT cuesj-623 96 50 test test NOUN cuesj-623 96 51 can can AUX cuesj-623 96 52 confirm confirm VERB cuesj-623 96 53 that that PRON cuesj-623 96 54 with with ADP cuesj-623 96 55 a a DET cuesj-623 96 56 value value NOUN cuesj-623 96 57 < < NOUN cuesj-623 96 58 0.05 0.05 NUM cuesj-623 96 59 . . PUNCT cuesj-623 97 1 moreover moreover ADV cuesj-623 97 2 , , PUNCT cuesj-623 97 3 the the DET cuesj-623 97 4 high high ADJ cuesj-623 97 5 value value NOUN cuesj-623 97 6 of of ADP cuesj-623 97 7 blood blood NOUN cuesj-623 97 8 sugar sugar NOUN cuesj-623 97 9 is be AUX cuesj-623 97 10 more more ADV cuesj-623 97 11 likely likely ADJ cuesj-623 97 12 to to PART cuesj-623 97 13 put put VERB cuesj-623 97 14 an an DET cuesj-623 97 15 individual individual NOUN cuesj-623 97 16 at at ADP cuesj-623 97 17 risk risk NOUN cuesj-623 97 18 of of ADP cuesj-623 97 19 heart heart NOUN cuesj-623 97 20 problems problem NOUN cuesj-623 97 21 , , PUNCT cuesj-623 97 22 as as ADP cuesj-623 97 23 from from ADP cuesj-623 97 24 the the DET cuesj-623 97 25 initial initial ADJ cuesj-623 97 26 output output NOUN cuesj-623 97 27 the the DET cuesj-623 97 28 mean mean ADJ cuesj-623 97 29 values value NOUN cuesj-623 97 30 are be AUX cuesj-623 97 31 far far ADV cuesj-623 97 32 away away ADV cuesj-623 97 33 from from ADP cuesj-623 97 34 each each DET cuesj-623 97 35 other other ADJ cuesj-623 97 36 among among ADP cuesj-623 97 37 the the DET cuesj-623 97 38 control control NOUN cuesj-623 97 39 and and CCONJ cuesj-623 97 40 patient patient ADJ cuesj-623 97 41 people people NOUN cuesj-623 97 42 with with ADP cuesj-623 97 43 105.87 105.87 NUM cuesj-623 97 44 and and CCONJ cuesj-623 97 45 180.08 180.08 NUM cuesj-623 97 46 , , PUNCT cuesj-623 97 47 respectively respectively ADV cuesj-623 97 48 . . PUNCT cuesj-623 98 1 to to PART cuesj-623 98 2 support support VERB cuesj-623 98 3 this this PRON cuesj-623 98 4 , , PUNCT cuesj-623 98 5 the the DET cuesj-623 98 6 driven drive VERB cuesj-623 98 7 t t PROPN cuesj-623 98 8 - - PUNCT cuesj-623 98 9 test test NOUN cuesj-623 98 10 was be AUX cuesj-623 98 11 found find VERB cuesj-623 98 12 to to PART cuesj-623 98 13 be be AUX cuesj-623 98 14 statistical statistical ADJ cuesj-623 98 15 significance significance NOUN cuesj-623 98 16 since since SCONJ cuesj-623 98 17 its its PRON cuesj-623 98 18 p p X cuesj-623 98 19 < < X cuesj-623 98 20 0.05 0.05 NUM cuesj-623 98 21 . . PUNCT cuesj-623 99 1 another another DET cuesj-623 99 2 interesting interesting ADJ cuesj-623 99 3 result result NOUN cuesj-623 99 4 is be AUX cuesj-623 99 5 for for ADP cuesj-623 99 6 bmi bmi PROPN cuesj-623 99 7 measurement measurement NOUN cuesj-623 99 8 , , PUNCT cuesj-623 99 9 as as SCONJ cuesj-623 99 10 it it PRON cuesj-623 99 11 is be AUX cuesj-623 99 12 recorded record VERB cuesj-623 99 13 at at ADP cuesj-623 99 14 24.7 24.7 NUM cuesj-623 99 15 for for ADP cuesj-623 99 16 people people NOUN cuesj-623 99 17 who who PRON cuesj-623 99 18 are be AUX cuesj-623 99 19 in in ADP cuesj-623 99 20 the the DET cuesj-623 99 21 control control NOUN cuesj-623 99 22 group group NOUN cuesj-623 99 23 whereas whereas SCONJ cuesj-623 99 24 a a DET cuesj-623 99 25 28.61 28.61 NUM cuesj-623 99 26 mean mean NOUN cuesj-623 99 27 value value NOUN cuesj-623 99 28 is be AUX cuesj-623 99 29 found find VERB cuesj-623 99 30 for for ADP cuesj-623 99 31 the the DET cuesj-623 99 32 patient patient NOUN cuesj-623 99 33 group group NOUN cuesj-623 99 34 . . PUNCT cuesj-623 100 1 based base VERB cuesj-623 100 2 on on ADP cuesj-623 100 3 this this PRON cuesj-623 100 4 , , PUNCT cuesj-623 100 5 t t PROPN cuesj-623 100 6 - - PUNCT cuesj-623 100 7 test test NOUN cuesj-623 100 8 reported report VERB cuesj-623 100 9 that that SCONJ cuesj-623 100 10 the the DET cuesj-623 100 11 mean mean ADJ cuesj-623 100 12 values value NOUN cuesj-623 100 13 differed differ VERB cuesj-623 100 14 from from ADP cuesj-623 100 15 each each DET cuesj-623 100 16 other other ADJ cuesj-623 100 17 statistically statistically ADV cuesj-623 100 18 significantly significantly ADV cuesj-623 100 19 . . PUNCT cuesj-623 101 1 on on ADP cuesj-623 101 2 the the DET cuesj-623 101 3 other other ADJ cuesj-623 101 4 hand hand NOUN cuesj-623 101 5 , , PUNCT cuesj-623 101 6 hdl hdl PROPN cuesj-623 101 7 and and CCONJ cuesj-623 101 8 sbp sbp PROPN cuesj-623 101 9 were be AUX cuesj-623 101 10 highlighted highlight VERB cuesj-623 101 11 to to PART cuesj-623 101 12 be be AUX cuesj-623 101 13 non non ADJ cuesj-623 101 14 - - ADJ cuesj-623 101 15 statistically statistically ADV cuesj-623 101 16 significant significant ADJ cuesj-623 101 17 with with ADP cuesj-623 101 18 p p NOUN cuesj-623 101 19 - - PUNCT cuesj-623 101 20 values value NOUN cuesj-623 101 21 ( ( PUNCT cuesj-623 101 22 0.1030 0.1030 NUM cuesj-623 101 23 and and CCONJ cuesj-623 101 24 0.6800 0.6800 NUM cuesj-623 101 25 ) ) PUNCT cuesj-623 101 26 greater great ADJ cuesj-623 101 27 than than ADP cuesj-623 101 28 0.05 0.05 NUM cuesj-623 101 29 , , PUNCT cuesj-623 101 30 respectively respectively ADV cuesj-623 101 31 . . PUNCT cuesj-623 102 1 likewise likewise ADV cuesj-623 102 2 , , PUNCT cuesj-623 102 3 to to PART cuesj-623 102 4 assess assess VERB cuesj-623 102 5 the the DET cuesj-623 102 6 relationship relationship NOUN cuesj-623 102 7 of of ADP cuesj-623 102 8 the the DET cuesj-623 102 9 response response NOUN cuesj-623 102 10 variable variable NOUN cuesj-623 102 11 as as ADP cuesj-623 102 12 being be AUX cuesj-623 102 13 in in ADP cuesj-623 102 14 surgery surgery NOUN cuesj-623 102 15 due due ADP cuesj-623 102 16 to to ADP cuesj-623 102 17 bypass bypass NOUN cuesj-623 102 18 graft graft NOUN cuesj-623 102 19 definition definition NOUN cuesj-623 102 20 with with ADP cuesj-623 102 21 the the DET cuesj-623 102 22 categorical categorical ADJ cuesj-623 102 23 variables variable NOUN cuesj-623 102 24 in in ADP cuesj-623 102 25 the the DET cuesj-623 102 26 study study NOUN cuesj-623 102 27 , , PUNCT cuesj-623 102 28 results result NOUN cuesj-623 102 29 in in ADP cuesj-623 102 30 table table NOUN cuesj-623 102 31 2 2 NUM cuesj-623 102 32 are be AUX cuesj-623 102 33 found find VERB cuesj-623 102 34 for for ADP cuesj-623 102 35 gender gender NOUN cuesj-623 102 36 as as ADV cuesj-623 102 37 well well ADV cuesj-623 102 38 as as ADP cuesj-623 102 39 smoking smoking NOUN cuesj-623 102 40 status status NOUN cuesj-623 102 41 . . PUNCT cuesj-623 103 1 the the DET cuesj-623 103 2 percentage percentage NOUN cuesj-623 103 3 of of ADP cuesj-623 103 4 males male NOUN cuesj-623 103 5 in in ADP cuesj-623 103 6 the the DET cuesj-623 103 7 patient patient NOUN cuesj-623 103 8 group group NOUN cuesj-623 103 9 is be AUX cuesj-623 103 10 about about ADV cuesj-623 103 11 double double ADJ cuesj-623 103 12 toward toward ADP cuesj-623 103 13 of of ADP cuesj-623 103 14 females female NOUN cuesj-623 103 15 with with ADP cuesj-623 103 16 64 64 NUM cuesj-623 103 17 % % NOUN cuesj-623 103 18 and and CCONJ cuesj-623 103 19 36 36 NUM cuesj-623 103 20 % % NOUN cuesj-623 103 21 constantly constantly ADV cuesj-623 103 22 according accord VERB cuesj-623 103 23 to to PART cuesj-623 103 24 figure figure NOUN cuesj-623 103 25 2 2 NUM cuesj-623 103 26 , , PUNCT cuesj-623 103 27 while while SCONJ cuesj-623 103 28 in in ADP cuesj-623 103 29 the the DET cuesj-623 103 30 control control NOUN cuesj-623 103 31 group group NOUN cuesj-623 103 32 , , PUNCT cuesj-623 103 33 their their PRON cuesj-623 103 34 differences difference NOUN cuesj-623 103 35 are be AUX cuesj-623 103 36 only only ADV cuesj-623 103 37 13 13 NUM cuesj-623 103 38 % % NOUN cuesj-623 103 39 . . PUNCT cuesj-623 104 1 this this PRON cuesj-623 104 2 leads lead VERB cuesj-623 104 3 us we PRON cuesj-623 104 4 to to PART cuesj-623 104 5 confirm confirm VERB cuesj-623 104 6 that that SCONJ cuesj-623 104 7 males male NOUN cuesj-623 104 8 are be AUX cuesj-623 104 9 in in ADP cuesj-623 104 10 the the DET cuesj-623 104 11 position position NOUN cuesj-623 104 12 to to PART cuesj-623 104 13 get get VERB cuesj-623 104 14 an an DET cuesj-623 104 15 operation operation NOUN cuesj-623 104 16 due due ADP cuesj-623 104 17 to to ADP cuesj-623 104 18 bypass bypass NOUN cuesj-623 104 19 graft graft NOUN cuesj-623 104 20 concern concern NOUN cuesj-623 104 21 and and CCONJ cuesj-623 104 22 the the DET cuesj-623 104 23 chi chi ADJ cuesj-623 104 24 - - PUNCT cuesj-623 104 25 square square ADJ cuesj-623 104 26 test test NOUN cuesj-623 104 27 shows show VERB cuesj-623 104 28 that that SCONJ cuesj-623 104 29 there there PRON cuesj-623 104 30 is be VERB cuesj-623 104 31 an an DET cuesj-623 104 32 association association NOUN cuesj-623 104 33 between between ADP cuesj-623 104 34 these these DET cuesj-623 104 35 two two NUM cuesj-623 104 36 variables variable NOUN cuesj-623 104 37 . . PUNCT cuesj-623 105 1 similarly similarly ADV cuesj-623 105 2 , , PUNCT cuesj-623 105 3 smoking smoking NOUN cuesj-623 105 4 seemed seem VERB cuesj-623 105 5 to to PART cuesj-623 105 6 have have VERB cuesj-623 105 7 a a DET cuesj-623 105 8 quite quite ADV cuesj-623 105 9 strong strong ADJ cuesj-623 105 10 influence influence NOUN cuesj-623 105 11 as as SCONJ cuesj-623 105 12 shown show VERB cuesj-623 105 13 in in ADP cuesj-623 105 14 figure figure NOUN cuesj-623 105 15 3 3 NUM cuesj-623 105 16 . . PUNCT cuesj-623 105 17 logistic logistic ADJ cuesj-623 105 18 regression regression NOUN cuesj-623 105 19 analysis analysis NOUN cuesj-623 105 20 the the DET cuesj-623 105 21 dataset dataset NOUN cuesj-623 105 22 was be AUX cuesj-623 105 23 subjected subject VERB cuesj-623 105 24 to to ADP cuesj-623 105 25 a a DET cuesj-623 105 26 multiple multiple ADJ cuesj-623 105 27 logistic logistic ADJ cuesj-623 105 28 regression regression NOUN cuesj-623 105 29 analysis analysis NOUN cuesj-623 105 30 to to PART cuesj-623 105 31 determine determine VERB cuesj-623 105 32 the the DET cuesj-623 105 33 likelihood likelihood NOUN cuesj-623 105 34 of of ADP cuesj-623 105 35 some some DET cuesj-623 105 36 biographic biographic ADJ cuesj-623 105 37 , , PUNCT cuesj-623 105 38 health health NOUN cuesj-623 105 39 , , PUNCT cuesj-623 105 40 and and CCONJ cuesj-623 105 41 other other ADJ cuesj-623 105 42 parameters parameter NOUN cuesj-623 105 43 having have VERB cuesj-623 105 44 an an DET cuesj-623 105 45 impact impact NOUN cuesj-623 105 46 on on ADP cuesj-623 105 47 being be AUX cuesj-623 105 48 into into ADP cuesj-623 105 49 surgery surgery NOUN cuesj-623 105 50 . . PUNCT cuesj-623 106 1 rstudio rstudio ADJ cuesj-623 106 2 version version NOUN cuesj-623 106 3 1.4.1717 1.4.1717 NUM cuesj-623 106 4 was be AUX cuesj-623 106 5 used use VERB cuesj-623 106 6 to to PART cuesj-623 106 7 conduct conduct VERB cuesj-623 106 8 the the DET cuesj-623 106 9 analysis analysis NOUN cuesj-623 106 10 . . PUNCT cuesj-623 107 1 we we PRON cuesj-623 107 2 first first ADV cuesj-623 107 3 implemented implement VERB cuesj-623 107 4 the the DET cuesj-623 107 5 simple simple ADJ cuesj-623 107 6 logistic logistic ADJ cuesj-623 107 7 regression regression NOUN cuesj-623 107 8 plot plot NOUN cuesj-623 107 9 for for ADP cuesj-623 107 10 each each PRON cuesj-623 107 11 of of ADP cuesj-623 107 12 the the DET cuesj-623 107 13 table table NOUN cuesj-623 107 14 2 2 NUM cuesj-623 107 15 : : PUNCT cuesj-623 107 16 cross cross ADJ cuesj-623 107 17 - - ADJ cuesj-623 107 18 tabulation tabulation ADJ cuesj-623 107 19 table table NOUN cuesj-623 107 20 of of ADP cuesj-623 107 21 chi chi NOUN cuesj-623 107 22 - - PUNCT cuesj-623 107 23 square square NOUN cuesj-623 107 24 for for ADP cuesj-623 107 25 gender gender NOUN cuesj-623 107 26 and and CCONJ cuesj-623 107 27 smoking smoking NOUN cuesj-623 107 28 versus versus ADP cuesj-623 107 29 outcome outcome NOUN cuesj-623 107 30 variable variable ADJ cuesj-623 107 31 variables variable NOUN cuesj-623 107 32 control control VERB cuesj-623 107 33 patient patient ADJ cuesj-623 107 34 chi chi ADJ cuesj-623 107 35 - - PUNCT cuesj-623 107 36 square square ADJ cuesj-623 107 37 p p NOUN cuesj-623 107 38 - - PUNCT cuesj-623 107 39 value value NOUN cuesj-623 107 40 n n CCONJ cuesj-623 107 41 % % NOUN cuesj-623 108 1 n n PRON cuesj-623 108 2 % % NOUN cuesj-623 108 3 gender gender NOUN cuesj-623 108 4 male male NOUN cuesj-623 108 5 34 34 NUM cuesj-623 108 6 56.67 56.67 NUM cuesj-623 108 7 64 64 NUM cuesj-623 108 8 64 64 NUM cuesj-623 108 9 0.84 0.84 NUM cuesj-623 108 10 0.0357 0.0357 NUM cuesj-623 108 11 female female ADJ cuesj-623 108 12 26 26 NUM cuesj-623 108 13 43.33 43.33 NUM cuesj-623 108 14 36 36 NUM cuesj-623 108 15 36 36 NUM cuesj-623 108 16 smoke smoke NOUN cuesj-623 108 17 yes yes INTJ cuesj-623 108 18 10 10 NUM cuesj-623 108 19 16.67 16.67 NUM cuesj-623 108 20 35 35 NUM cuesj-623 108 21 35 35 NUM cuesj-623 108 22 6.24 6.24 NUM cuesj-623 108 23 0.013 0.013 NUM cuesj-623 108 24 no no DET cuesj-623 108 25 50 50 NUM cuesj-623 108 26 83.33 83.33 NUM cuesj-623 108 27 65 65 NUM cuesj-623 108 28 65 65 NUM cuesj-623 108 29 table table NOUN cuesj-623 108 30 1 1 NUM cuesj-623 108 31 : : PUNCT cuesj-623 108 32 descriptive descriptive ADJ cuesj-623 108 33 statistical statistical ADJ cuesj-623 108 34 analysis analysis NOUN cuesj-623 108 35 of of ADP cuesj-623 108 36 the the DET cuesj-623 108 37 associated associate VERB cuesj-623 108 38 attributes attribute NOUN cuesj-623 108 39 with with ADP cuesj-623 108 40 the the DET cuesj-623 108 41 outcome outcome NOUN cuesj-623 108 42 variable variable NOUN cuesj-623 108 43 variables variable NOUN cuesj-623 108 44 control control VERB cuesj-623 108 45 patient patient ADJ cuesj-623 108 46 t. t. NOUN cuesj-623 108 47 test test NOUN cuesj-623 108 48 p p NOUN cuesj-623 108 49 - - PUNCT cuesj-623 108 50 value value NOUN cuesj-623 108 51 mean±sd mean±sd ADP cuesj-623 108 52 mean±sd mean±sd ADP cuesj-623 108 53 age age NOUN cuesj-623 108 54 44.87±14.31 44.87±14.31 NUM cuesj-623 109 1 59.51±8.51 59.51±8.51 NUM cuesj-623 109 2 −8.12 −8.12 ADP cuesj-623 109 3 0.0000 0.0000 NUM cuesj-623 109 4 blood blood NOUN cuesj-623 109 5 sugar sugar NOUN cuesj-623 109 6 105.87±14.97 105.87±14.97 NOUN cuesj-623 109 7 180.08±99.57 180.08±99.57 NUM cuesj-623 110 1 −5.73 −5.73 NOUN cuesj-623 111 1 0.0000 0.0000 NUM cuesj-623 111 2 hba1c hba1c NOUN cuesj-623 112 1 5.07±0.55 5.07±0.55 NUM cuesj-623 112 2 7.21±2.25 7.21±2.25 NOUN cuesj-623 112 3 −7.23 −7.23 NUM cuesj-623 112 4 0.0000 0.0000 NUM cuesj-623 112 5 blood blood NOUN cuesj-623 112 6 urea urea NOUN cuesj-623 112 7 28.13±5.44 28.13±5.44 NUM cuesj-623 112 8 36.88±15.33 36.88±15.33 PROPN cuesj-623 112 9 −4.26 −4.26 ADJ cuesj-623 112 10 0.0000 0.0000 NUM cuesj-623 112 11 creatinine creatinine NOUN cuesj-623 112 12 0.7±0.27 0.7±0.27 NUM cuesj-623 112 13 0.899±0.32 0.899±0.32 NUM cuesj-623 112 14 −4.05 −4.05 NOUN cuesj-623 112 15 0.0001 0.0001 NUM cuesj-623 112 16 cho cho NOUN cuesj-623 112 17 142.62±27.19 142.62±27.19 NUM cuesj-623 112 18 160.61±40.78 160.61±40.78 NUM cuesj-623 112 19 −3.04 −3.04 NOUN cuesj-623 112 20 0.0028 0.0028 NUM cuesj-623 112 21 tg tg PROPN cuesj-623 112 22 140.55±65.5 140.55±65.5 NUM cuesj-623 112 23 175.4±82.32 175.4±82.32 NUM cuesj-623 112 24 −2.79 −2.79 NOUN cuesj-623 112 25 0.0059 0.0059 NUM cuesj-623 112 26 hdl hdl NOUN cuesj-623 113 1 39.02±8.106 39.02±8.106 PROPN cuesj-623 113 2 36.51±10.03 36.51±10.03 NUM cuesj-623 113 3 1.64 1.64 NUM cuesj-623 113 4 0.1030 0.1030 NUM cuesj-623 113 5 ldl ldl NOUN cuesj-623 113 6 84.38±21.6 84.38±21.6 NUM cuesj-623 113 7 100.57±36.38 100.57±36.38 NUM cuesj-623 113 8 −3.13 −3.13 PROPN cuesj-623 113 9 0.0021 0.0021 NUM cuesj-623 113 10 weight weight NOUN cuesj-623 113 11 69.72±12.56 69.72±12.56 NOUN cuesj-623 113 12 77.87±15.82 77.87±15.82 NUM cuesj-623 113 13 −3.4 −3.4 VERB cuesj-623 113 14 0.0009 0.0009 NUM cuesj-623 113 15 length length NOUN cuesj-623 113 16 1.67±0.07 1.67±0.07 NUM cuesj-623 113 17 1.65±0.1 1.65±0.1 NUM cuesj-623 113 18 1.59 1.59 NUM cuesj-623 113 19 0.1134 0.1134 NUM cuesj-623 113 20 bmi bmi NOUN cuesj-623 113 21 24.7±3.09 24.7±3.09 NUM cuesj-623 113 22 28.61±5.59 28.61±5.59 NUM cuesj-623 113 23 −4.98 −4.98 CCONJ cuesj-623 113 24 0.0000 0.0000 NUM cuesj-623 113 25 sbp sbp NOUN cuesj-623 113 26 127.85±10.61 127.85±10.61 NUM cuesj-623 113 27 128.99±19.86 128.99±19.86 NOUN cuesj-623 114 1 −0.41 −0.41 NOUN cuesj-623 114 2 0.6800 0.6800 NUM cuesj-623 114 3 dbp dbp NOUN cuesj-623 115 1 74.13±6.09 74.13±6.09 NUM cuesj-623 115 2 78.1±12.92 78.1±12.92 NOUN cuesj-623 116 1 −2.23 −2.23 NOUN cuesj-623 116 2 0.0271 0.0271 NUM cuesj-623 116 3 figure figure NOUN cuesj-623 116 4 2 2 NUM cuesj-623 116 5 : : PUNCT cuesj-623 116 6 bar bar NOUN cuesj-623 116 7 - - PUNCT cuesj-623 116 8 chart chart NOUN cuesj-623 116 9 demonstration demonstration NOUN cuesj-623 116 10 between between ADP cuesj-623 116 11 response response NOUN cuesj-623 116 12 and and CCONJ cuesj-623 116 13 gender gender NOUN cuesj-623 116 14 variables variable NOUN cuesj-623 116 15 khudhur khudhur PROPN cuesj-623 116 16 and and CCONJ cuesj-623 116 17 kadir kadir PROPN cuesj-623 116 18 : : PUNCT cuesj-623 116 19 logistic logistic ADJ cuesj-623 116 20 regression regression NOUN cuesj-623 116 21 for for ADP cuesj-623 116 22 predicting predict VERB cuesj-623 116 23 bypass bypass NOUN cuesj-623 116 24 graft graft NOUN cuesj-623 116 25 61 61 NUM cuesj-623 116 26 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-623 116 27 cuesj cuesj ADJ cuesj-623 116 28 2022 2022 NUM cuesj-623 116 29 , , PUNCT cuesj-623 116 30 6 6 NUM cuesj-623 116 31 ( ( PUNCT cuesj-623 116 32 1 1 NUM cuesj-623 116 33 ): ): PUNCT cuesj-623 116 34 57 57 NUM cuesj-623 116 35 - - SYM cuesj-623 116 36 63 63 NUM cuesj-623 116 37 variables variable NOUN cuesj-623 116 38 individually individually ADV cuesj-623 116 39 with with ADP cuesj-623 116 40 the the DET cuesj-623 116 41 curve curve NOUN cuesj-623 116 42 plot plot NOUN cuesj-623 116 43 as as SCONJ cuesj-623 116 44 shown show VERB cuesj-623 116 45 in in ADP cuesj-623 116 46 figure figure NOUN cuesj-623 116 47 4 4 NUM cuesj-623 116 48 , , PUNCT cuesj-623 116 49 to to PART cuesj-623 116 50 get get VERB cuesj-623 116 51 a a DET cuesj-623 116 52 clue clue NOUN cuesj-623 116 53 about about ADP cuesj-623 116 54 the the DET cuesj-623 116 55 nature nature NOUN cuesj-623 116 56 association association NOUN cuesj-623 116 57 among among ADP cuesj-623 116 58 the the DET cuesj-623 116 59 response response NOUN cuesj-623 116 60 and and CCONJ cuesj-623 116 61 covariates covariate NOUN cuesj-623 116 62 . . PUNCT cuesj-623 117 1 it it PRON cuesj-623 117 2 is be AUX cuesj-623 117 3 important important ADJ cuesj-623 117 4 to to PART cuesj-623 117 5 spot spot VERB cuesj-623 117 6 some some DET cuesj-623 117 7 potential potential ADJ cuesj-623 117 8 points point NOUN cuesj-623 117 9 here here ADV cuesj-623 117 10 as as SCONJ cuesj-623 117 11 seen see VERB cuesj-623 117 12 that that DET cuesj-623 117 13 age age NOUN cuesj-623 117 14 , , PUNCT cuesj-623 117 15 bmi bmi PROPN cuesj-623 117 16 , , PUNCT cuesj-623 117 17 creatinine creatinine NOUN cuesj-623 117 18 , , PUNCT cuesj-623 117 19 blood blood NOUN cuesj-623 117 20 sugar sugar NOUN cuesj-623 117 21 , , PUNCT cuesj-623 117 22 and and CCONJ cuesj-623 117 23 hba1c hba1c PROPN cuesj-623 117 24 variables variable NOUN cuesj-623 117 25 showed show VERB cuesj-623 117 26 a a DET cuesj-623 117 27 relatively relatively ADV cuesj-623 117 28 interesting interesting ADJ cuesj-623 117 29 link link NOUN cuesj-623 117 30 with with ADP cuesj-623 117 31 the the DET cuesj-623 117 32 dependent dependent ADJ cuesj-623 117 33 variable variable NOUN cuesj-623 117 34 . . PUNCT cuesj-623 118 1 considering consider VERB cuesj-623 118 2 the the DET cuesj-623 118 3 descriptive descriptive ADJ cuesj-623 118 4 statistics statistic NOUN cuesj-623 118 5 along along ADP cuesj-623 118 6 with with ADP cuesj-623 118 7 figure figure NOUN cuesj-623 118 8 4 4 NUM cuesj-623 118 9 , , PUNCT cuesj-623 118 10 the the DET cuesj-623 118 11 final final ADJ cuesj-623 118 12 model model NOUN cuesj-623 118 13 has have AUX cuesj-623 118 14 been be AUX cuesj-623 118 15 taken take VERB cuesj-623 118 16 into into ADP cuesj-623 118 17 account account NOUN cuesj-623 118 18 for for ADP cuesj-623 118 19 further further ADJ cuesj-623 118 20 discussion discussion NOUN cuesj-623 118 21 . . PUNCT cuesj-623 119 1 first first ADV cuesj-623 119 2 , , PUNCT cuesj-623 119 3 it it PRON cuesj-623 119 4 was be AUX cuesj-623 119 5 preferred prefer VERB cuesj-623 119 6 to to PART cuesj-623 119 7 enter enter VERB cuesj-623 119 8 only only ADV cuesj-623 119 9 the the DET cuesj-623 119 10 significant significant ADJ cuesj-623 119 11 variables variable NOUN cuesj-623 119 12 according accord VERB cuesj-623 119 13 to to ADP cuesj-623 119 14 wald wald PROPN cuesj-623 119 15 test test NOUN cuesj-623 119 16 statistics statistic NOUN cuesj-623 119 17 called call VERB cuesj-623 119 18 the the DET cuesj-623 119 19 reduced reduce VERB cuesj-623 119 20 model model NOUN cuesj-623 119 21 compared compare VERB cuesj-623 119 22 to to ADP cuesj-623 119 23 the the DET cuesj-623 119 24 full full ADJ cuesj-623 119 25 model model NOUN cuesj-623 119 26 as as SCONJ cuesj-623 119 27 shown show VERB cuesj-623 119 28 in in ADP cuesj-623 119 29 table table NOUN cuesj-623 119 30 3 3 NUM cuesj-623 119 31 . . PUNCT cuesj-623 119 32 from from ADP cuesj-623 119 33 table table NOUN cuesj-623 119 34 4 4 NUM cuesj-623 119 35 , , PUNCT cuesj-623 119 36 the the DET cuesj-623 119 37 anova anova PROPN cuesj-623 119 38 test test NOUN cuesj-623 119 39 was be AUX cuesj-623 119 40 carried carry VERB cuesj-623 119 41 out out ADP cuesj-623 119 42 using use VERB cuesj-623 119 43 chisquare chisquare NOUN cuesj-623 119 44 test test NOUN cuesj-623 119 45 to to PART cuesj-623 119 46 see see VERB cuesj-623 119 47 if if SCONJ cuesj-623 119 48 the the DET cuesj-623 119 49 model model NOUN cuesj-623 119 50 with with ADP cuesj-623 119 51 fewer few ADJ cuesj-623 119 52 variables variable NOUN cuesj-623 119 53 improved improve VERB cuesj-623 119 54 the the DET cuesj-623 119 55 model model NOUN cuesj-623 119 56 . . PUNCT cuesj-623 120 1 consequently consequently ADV cuesj-623 120 2 , , PUNCT cuesj-623 120 3 it it PRON cuesj-623 120 4 turned turn VERB cuesj-623 120 5 out out ADP cuesj-623 120 6 that that SCONJ cuesj-623 120 7 the the DET cuesj-623 120 8 reduced reduced ADJ cuesj-623 120 9 model model NOUN cuesj-623 120 10 is be AUX cuesj-623 120 11 much much ADV cuesj-623 120 12 better well ADJ cuesj-623 120 13 than than ADP cuesj-623 120 14 the the DET cuesj-623 120 15 full full ADJ cuesj-623 120 16 model model NOUN cuesj-623 120 17 referencing reference VERB cuesj-623 120 18 aic aic PROPN cuesj-623 120 19 , , PUNCT cuesj-623 120 20 and and CCONJ cuesj-623 120 21 another another DET cuesj-623 120 22 important important ADJ cuesj-623 120 23 feature feature NOUN cuesj-623 120 24 is be AUX cuesj-623 120 25 that that SCONJ cuesj-623 120 26 all all DET cuesj-623 120 27 parameters parameter NOUN cuesj-623 120 28 were be AUX cuesj-623 120 29 statistically statistically ADV cuesj-623 120 30 significant significant ADJ cuesj-623 120 31 . . PUNCT cuesj-623 121 1 table table NOUN cuesj-623 121 2 5 5 NUM cuesj-623 121 3 ’s ’s PART cuesj-623 121 4 result result NOUN cuesj-623 121 5 is be AUX cuesj-623 121 6 perhaps perhaps ADV cuesj-623 121 7 the the DET cuesj-623 121 8 most most ADV cuesj-623 121 9 essential essential ADJ cuesj-623 121 10 in in ADP cuesj-623 121 11 logistic logistic ADJ cuesj-623 121 12 regression regression NOUN cuesj-623 121 13 output output NOUN cuesj-623 121 14 since since SCONJ cuesj-623 121 15 it it PRON cuesj-623 121 16 shows show VERB cuesj-623 121 17 how how SCONJ cuesj-623 121 18 the the DET cuesj-623 121 19 outcome outcome NOUN cuesj-623 121 20 variable variable NOUN cuesj-623 121 21 and and CCONJ cuesj-623 121 22 covariates covariate NOUN cuesj-623 121 23 are be AUX cuesj-623 121 24 related relate VERB cuesj-623 121 25 . . PUNCT cuesj-623 122 1 as as SCONJ cuesj-623 122 2 seen see VERB cuesj-623 122 3 , , PUNCT cuesj-623 122 4 all all DET cuesj-623 122 5 the the DET cuesj-623 122 6 calculated calculated ADJ cuesj-623 122 7 parameters parameter NOUN cuesj-623 122 8 ( ( PUNCT cuesj-623 122 9 wald wald X cuesj-623 122 10 statistics statistic NOUN cuesj-623 122 11 ) ) PUNCT cuesj-623 122 12 were be AUX cuesj-623 122 13 found find VERB cuesj-623 122 14 to to PART cuesj-623 122 15 be be AUX cuesj-623 122 16 statistically statistically ADV cuesj-623 122 17 significant significant ADJ cuesj-623 122 18 with with ADP cuesj-623 122 19 p p X cuesj-623 122 20 < < X cuesj-623 122 21 0.05 0.05 NUM cuesj-623 122 22 . . PUNCT cuesj-623 123 1 the the DET cuesj-623 123 2 odds odd NOUN cuesj-623 123 3 ratio ratio NOUN cuesj-623 123 4 was be AUX cuesj-623 123 5 calculated calculate VERB cuesj-623 123 6 by by ADP cuesj-623 123 7 exponentiation exponentiation NOUN cuesj-623 123 8 b b PROPN cuesj-623 123 9 ’s ’s PART cuesj-623 123 10 value value NOUN cuesj-623 123 11 to to PART cuesj-623 123 12 grasp grasp VERB cuesj-623 123 13 and and CCONJ cuesj-623 123 14 interpret interpret VERB cuesj-623 123 15 the the DET cuesj-623 123 16 parameter parameter NOUN cuesj-623 123 17 value value NOUN cuesj-623 123 18 . . PUNCT cuesj-623 124 1 the the DET cuesj-623 124 2 most most ADV cuesj-623 124 3 effective effective ADJ cuesj-623 124 4 attribute attribute NOUN cuesj-623 124 5 was be AUX cuesj-623 124 6 found find VERB cuesj-623 124 7 to to PART cuesj-623 124 8 be be AUX cuesj-623 124 9 hba1c hba1c PROPN cuesj-623 124 10 , , PUNCT cuesj-623 124 11 as as ADP cuesj-623 124 12 per per ADP cuesj-623 124 13 the the DET cuesj-623 124 14 output output NOUN cuesj-623 124 15 , , PUNCT cuesj-623 124 16 it it PRON cuesj-623 124 17 shows show VERB cuesj-623 124 18 a a DET cuesj-623 124 19 significant significant ADJ cuesj-623 124 20 and and CCONJ cuesj-623 124 21 positive positive ADJ cuesj-623 124 22 impact impact NOUN cuesj-623 124 23 on on ADP cuesj-623 124 24 the the DET cuesj-623 124 25 response response NOUN cuesj-623 124 26 variable variable NOUN cuesj-623 124 27 holding hold VERB cuesj-623 124 28 other other ADJ cuesj-623 124 29 variables variable NOUN cuesj-623 124 30 constant constant ADJ cuesj-623 124 31 . . PUNCT cuesj-623 125 1 the the DET cuesj-623 125 2 result result NOUN cuesj-623 125 3 provides provide VERB cuesj-623 125 4 us we PRON cuesj-623 125 5 with with ADP cuesj-623 125 6 ( ( PUNCT cuesj-623 125 7 7.488 7.488 NUM cuesj-623 125 8 ) ) PUNCT cuesj-623 125 9 more more ADJ cuesj-623 125 10 chances chance NOUN cuesj-623 125 11 to to PART cuesj-623 125 12 be be AUX cuesj-623 125 13 selected select VERB cuesj-623 125 14 for for ADP cuesj-623 125 15 bypass bypass NOUN cuesj-623 125 16 graft graft NOUN cuesj-623 125 17 operation operation NOUN cuesj-623 125 18 with with ADP cuesj-623 125 19 one one NUM cuesj-623 125 20 unit unit NOUN cuesj-623 125 21 increase increase NOUN cuesj-623 125 22 in in ADP cuesj-623 125 23 this this DET cuesj-623 125 24 variable variable NOUN cuesj-623 125 25 in in ADP cuesj-623 125 26 contrast contrast NOUN cuesj-623 125 27 to to ADP cuesj-623 125 28 a a DET cuesj-623 125 29 low low ADJ cuesj-623 125 30 unit unit NOUN cuesj-623 125 31 . . PUNCT cuesj-623 126 1 referencing reference VERB cuesj-623 126 2 participants participant NOUN cuesj-623 126 3 who who PRON cuesj-623 126 4 smoke smoke VERB cuesj-623 126 5 , , PUNCT cuesj-623 126 6 the the DET cuesj-623 126 7 odds odd NOUN cuesj-623 126 8 ( ( PUNCT cuesj-623 126 9 4.418 4.418 NUM cuesj-623 126 10 ) ) PUNCT cuesj-623 126 11 indicate indicate VERB cuesj-623 126 12 that that SCONJ cuesj-623 126 13 according accord VERB cuesj-623 126 14 to to ADP cuesj-623 126 15 the the DET cuesj-623 126 16 model model NOUN cuesj-623 126 17 , , PUNCT cuesj-623 126 18 smokers smoker NOUN cuesj-623 126 19 have have VERB cuesj-623 126 20 a a DET cuesj-623 126 21 4.418 4.418 NUM cuesj-623 126 22 times time NOUN cuesj-623 126 23 higher high ADJ cuesj-623 126 24 chance chance NOUN cuesj-623 126 25 of of ADP cuesj-623 126 26 being be AUX cuesj-623 126 27 classified classify VERB cuesj-623 126 28 as as ADP cuesj-623 126 29 a a DET cuesj-623 126 30 patient patient NOUN cuesj-623 126 31 than than ADP cuesj-623 126 32 non non NOUN cuesj-623 126 33 - - NOUN cuesj-623 126 34 smokers smoker NOUN cuesj-623 126 35 . . PUNCT cuesj-623 127 1 this this PRON cuesj-623 127 2 is be AUX cuesj-623 127 3 in in ADP cuesj-623 127 4 fact fact NOUN cuesj-623 127 5 enables enable VERB cuesj-623 127 6 us we PRON cuesj-623 127 7 that that SCONJ cuesj-623 127 8 people people NOUN cuesj-623 127 9 , , PUNCT cuesj-623 127 10 who who PRON cuesj-623 127 11 smoke smoke VERB cuesj-623 127 12 have have VERB cuesj-623 127 13 a a DET cuesj-623 127 14 higher high ADJ cuesj-623 127 15 chance chance NOUN cuesj-623 127 16 to to PART cuesj-623 127 17 get get VERB cuesj-623 127 18 into into ADP cuesj-623 127 19 bypassing bypass VERB cuesj-623 127 20 graft graft NOUN cuesj-623 127 21 monitoring monitoring NOUN cuesj-623 127 22 . . PUNCT cuesj-623 128 1 in in ADP cuesj-623 128 2 addition addition NOUN cuesj-623 128 3 , , PUNCT cuesj-623 128 4 age age NOUN cuesj-623 128 5 and and CCONJ cuesj-623 128 6 bmi bmi PROPN cuesj-623 128 7 covariates covariate NOUN cuesj-623 128 8 were be AUX cuesj-623 128 9 also also ADV cuesj-623 128 10 found find VERB cuesj-623 128 11 to to PART cuesj-623 128 12 be be AUX cuesj-623 128 13 effective effective ADJ cuesj-623 128 14 with with ADP cuesj-623 128 15 similar similar ADJ cuesj-623 128 16 strength strength NOUN cuesj-623 128 17 in in ADP cuesj-623 128 18 raising raise VERB cuesj-623 128 19 people people NOUN cuesj-623 128 20 to to PART cuesj-623 128 21 be be AUX cuesj-623 128 22 considered consider VERB cuesj-623 128 23 for for ADP cuesj-623 128 24 bypass bypass NOUN cuesj-623 128 25 graft graft NOUN cuesj-623 128 26 surgery surgery NOUN cuesj-623 128 27 , , PUNCT cuesj-623 128 28 and and CCONJ cuesj-623 128 29 the the DET cuesj-623 128 30 model model NOUN cuesj-623 128 31 predicts predict VERB cuesj-623 128 32 that that SCONJ cuesj-623 128 33 one one NUM cuesj-623 128 34 unit unit NOUN cuesj-623 128 35 increase increase NOUN cuesj-623 128 36 in in ADP cuesj-623 128 37 age age NOUN cuesj-623 128 38 and and CCONJ cuesj-623 128 39 bmi bmi NOUN cuesj-623 128 40 is be AUX cuesj-623 128 41 resulting result VERB cuesj-623 128 42 in in ADP cuesj-623 128 43 an an DET cuesj-623 128 44 increase increase NOUN cuesj-623 128 45 in in ADP cuesj-623 128 46 the the DET cuesj-623 128 47 odds odd NOUN cuesj-623 128 48 of of ADP cuesj-623 128 49 being be AUX cuesj-623 128 50 suffering suffer VERB cuesj-623 128 51 from from ADP cuesj-623 128 52 bypass bypass NOUN cuesj-623 128 53 graft graft NOUN cuesj-623 128 54 with with ADP cuesj-623 128 55 1.180 1.180 NUM cuesj-623 128 56 chance chance NOUN cuesj-623 128 57 . . PUNCT cuesj-623 129 1 the the DET cuesj-623 129 2 odds odd NOUN cuesj-623 129 3 ratio ratio NOUN cuesj-623 129 4 for for ADP cuesj-623 129 5 blood blood NOUN cuesj-623 129 6 sugar sugar NOUN cuesj-623 129 7 was be AUX cuesj-623 129 8 computed compute VERB cuesj-623 129 9 to to PART cuesj-623 129 10 be be AUX cuesj-623 129 11 1.050 1.050 NUM cuesj-623 129 12 , , PUNCT cuesj-623 129 13 with with ADP cuesj-623 129 14 a a DET cuesj-623 129 15 95 95 NUM cuesj-623 129 16 % % NOUN cuesj-623 129 17 confidence confidence NOUN cuesj-623 129 18 interval interval NOUN cuesj-623 129 19 of of ADP cuesj-623 129 20 0.005–0.107 0.005–0.107 NUM cuesj-623 129 21 . . PUNCT cuesj-623 130 1 a a DET cuesj-623 130 2 case case NOUN cuesj-623 130 3 has have VERB cuesj-623 130 4 a a DET cuesj-623 130 5 1.050 1.050 NUM cuesj-623 130 6 likelihood likelihood NOUN cuesj-623 130 7 of of ADP cuesj-623 130 8 having have VERB cuesj-623 130 9 surgery surgery NOUN cuesj-623 130 10 compared compare VERB cuesj-623 130 11 to to ADP cuesj-623 130 12 not not PART cuesj-623 130 13 having have VERB cuesj-623 130 14 surgery surgery NOUN cuesj-623 130 15 for for ADP cuesj-623 130 16 every every DET cuesj-623 130 17 one one NUM cuesj-623 130 18 - - PUNCT cuesj-623 130 19 unit unit NOUN cuesj-623 130 20 rise rise NOUN cuesj-623 130 21 in in ADP cuesj-623 130 22 blood blood NOUN cuesj-623 130 23 sugar sugar NOUN cuesj-623 130 24 , , PUNCT cuesj-623 130 25 a a DET cuesj-623 130 26 50 50 NUM cuesj-623 130 27 % % NOUN cuesj-623 130 28 increase increase NOUN cuesj-623 130 29 in in ADP cuesj-623 130 30 the the DET cuesj-623 130 31 probabilities probability NOUN cuesj-623 130 32 of of ADP cuesj-623 130 33 having have VERB cuesj-623 130 34 surgery surgery NOUN cuesj-623 130 35 . . PUNCT cuesj-623 131 1 blood blood NOUN cuesj-623 131 2 urea urea NOUN cuesj-623 131 3 also also ADV cuesj-623 131 4 played play VERB cuesj-623 131 5 an an DET cuesj-623 131 6 important important ADJ cuesj-623 131 7 role role NOUN cuesj-623 131 8 to to PART cuesj-623 131 9 be be AUX cuesj-623 131 10 effective effective ADJ cuesj-623 131 11 in in ADP cuesj-623 131 12 increasing increase VERB cuesj-623 131 13 risks risk NOUN cuesj-623 131 14 for for ADP cuesj-623 131 15 the the DET cuesj-623 131 16 response response NOUN cuesj-623 131 17 variable variable ADJ cuesj-623 131 18 as as ADP cuesj-623 131 19 with with ADP cuesj-623 131 20 one one NUM cuesj-623 131 21 unit unit NOUN cuesj-623 131 22 increase increase NOUN cuesj-623 131 23 in in ADP cuesj-623 131 24 blood blood NOUN cuesj-623 131 25 urea urea NOUN cuesj-623 131 26 measurement measurement NOUN cuesj-623 131 27 this this PRON cuesj-623 131 28 would would AUX cuesj-623 131 29 lead lead VERB cuesj-623 131 30 to to ADP cuesj-623 131 31 having have VERB cuesj-623 131 32 odds odd NOUN cuesj-623 131 33 ( ( PUNCT cuesj-623 131 34 1.092 1.092 NUM cuesj-623 131 35 ) ) PUNCT cuesj-623 131 36 times time NOUN cuesj-623 131 37 chance chance NOUN cuesj-623 131 38 to to PART cuesj-623 131 39 face face VERB cuesj-623 131 40 bypass bypass NOUN cuesj-623 131 41 graft graft NOUN cuesj-623 131 42 surgery surgery NOUN cuesj-623 131 43 compared compare VERB cuesj-623 131 44 to to ADP cuesj-623 131 45 low low ADJ cuesj-623 131 46 blood blood NOUN cuesj-623 131 47 urea urea NOUN cuesj-623 131 48 unit unit NOUN cuesj-623 131 49 . . PUNCT cuesj-623 132 1 when when SCONJ cuesj-623 132 2 comparing compare VERB cuesj-623 132 3 low low ADJ cuesj-623 132 4 blood blood NOUN cuesj-623 132 5 urea urea NOUN cuesj-623 132 6 units unit NOUN cuesj-623 132 7 to to ADP cuesj-623 132 8 high high ADJ cuesj-623 132 9 blood blood NOUN cuesj-623 132 10 urea urea NOUN cuesj-623 132 11 units unit NOUN cuesj-623 132 12 , , PUNCT cuesj-623 132 13 blood blood NOUN cuesj-623 132 14 urea urea NOUN cuesj-623 132 15 had have VERB cuesj-623 132 16 a a DET cuesj-623 132 17 major major ADJ cuesj-623 132 18 role role NOUN cuesj-623 132 19 in in ADP cuesj-623 132 20 increasing increase VERB cuesj-623 132 21 risks risk NOUN cuesj-623 132 22 for for ADP cuesj-623 132 23 the the DET cuesj-623 132 24 response response NOUN cuesj-623 132 25 variable variable NOUN cuesj-623 132 26 , , PUNCT cuesj-623 132 27 as as SCONJ cuesj-623 132 28 one one NUM cuesj-623 132 29 unit unit NOUN cuesj-623 132 30 increase increase NOUN cuesj-623 132 31 in in ADP cuesj-623 132 32 blood blood NOUN cuesj-623 132 33 urea urea NOUN cuesj-623 132 34 measurement measurement NOUN cuesj-623 132 35 resulted result VERB cuesj-623 132 36 in in ADP cuesj-623 132 37 an an DET cuesj-623 132 38 odds odd NOUN cuesj-623 132 39 ( ( PUNCT cuesj-623 132 40 1.092 1.092 NUM cuesj-623 132 41 ) ) PUNCT cuesj-623 132 42 times time NOUN cuesj-623 132 43 likelihood likelihood NOUN cuesj-623 132 44 of of ADP cuesj-623 132 45 having have VERB cuesj-623 132 46 bypass bypass NOUN cuesj-623 132 47 graft graft NOUN cuesj-623 132 48 surgery surgery NOUN cuesj-623 132 49 . . PUNCT cuesj-623 133 1 table table NOUN cuesj-623 133 2 5 5 NUM cuesj-623 133 3 : : PUNCT cuesj-623 133 4 result result NOUN cuesj-623 133 5 of of ADP cuesj-623 133 6 estimated estimate VERB cuesj-623 133 7 parameters parameter NOUN cuesj-623 133 8 and and CCONJ cuesj-623 133 9 odds odd NOUN cuesj-623 133 10 ratio ratio NOUN cuesj-623 133 11 in in ADP cuesj-623 133 12 logistic logistic ADJ cuesj-623 133 13 regression regression NOUN cuesj-623 133 14 b b PROPN cuesj-623 133 15 s.e s.e PROPN cuesj-623 133 16 . . PROPN cuesj-623 133 17 wald wald PROPN cuesj-623 133 18 sig sig PROPN cuesj-623 133 19 . . PUNCT cuesj-623 134 1 exp exp PROPN cuesj-623 134 2 ( ( PUNCT cuesj-623 134 3 b b NOUN cuesj-623 134 4 ) ) PUNCT cuesj-623 134 5 95 95 NUM cuesj-623 134 6 % % NOUN cuesj-623 134 7 c.i.for c.i.for PROPN cuesj-623 134 8 exp exp NOUN cuesj-623 134 9 ( ( PUNCT cuesj-623 134 10 b b NOUN cuesj-623 134 11 ) ) PUNCT cuesj-623 134 12 lower low ADJ cuesj-623 134 13 upper upper ADJ cuesj-623 134 14 ( ( PUNCT cuesj-623 134 15 intercept intercept NOUN cuesj-623 134 16 ) ) PUNCT cuesj-623 134 17 −31.446 −31.446 NOUN cuesj-623 134 18 6.414 6.414 NUM cuesj-623 134 19 −4.903 −4.903 NOUN cuesj-623 134 20 0.000 0.000 NUM cuesj-623 134 21 0.000 0.000 NUM cuesj-623 134 22 −51.569 −51.569 NOUN cuesj-623 134 23 −17.926 −17.926 NOUN cuesj-623 134 24 age age NOUN cuesj-623 134 25 0.169 0.169 NUM cuesj-623 134 26 0.038 0.038 NUM cuesj-623 134 27 4.399 4.399 NUM cuesj-623 134 28 0.000 0.000 NUM cuesj-623 134 29 1.184 1.184 NUM cuesj-623 134 30 0.087 0.087 NUM cuesj-623 134 31 0.294 0.294 NUM cuesj-623 134 32 bmi bmi NOUN cuesj-623 134 33 0.167 0.167 NUM cuesj-623 134 34 0.081 0.081 NUM cuesj-623 134 35 2.049 2.049 NUM cuesj-623 134 36 0.040 0.040 NUM cuesj-623 134 37 1.182 1.182 NUM cuesj-623 134 38 −0.030 −0.030 NOUN cuesj-623 134 39 0.401 0.401 NUM cuesj-623 134 40 blood blood NOUN cuesj-623 134 41 sugar sugar NOUN cuesj-623 134 42 0.048 0.048 NUM cuesj-623 134 43 0.020 0.020 NUM cuesj-623 134 44 2.484 2.484 NUM cuesj-623 134 45 0.013 0.013 NUM cuesj-623 134 46 1.050 1.050 NUM cuesj-623 134 47 0.005 0.005 NUM cuesj-623 134 48 0.107 0.107 NUM cuesj-623 134 49 hba1c hba1c PROPN cuesj-623 134 50 2.013 2.013 NUM cuesj-623 134 51 0.691 0.691 NUM cuesj-623 134 52 2.912 2.912 NUM cuesj-623 134 53 0.004 0.004 NUM cuesj-623 134 54 7.488 7.488 NUM cuesj-623 134 55 0.567 0.567 NUM cuesj-623 134 56 4.180 4.180 NUM cuesj-623 134 57 blood blood NOUN cuesj-623 134 58 urea urea NOUN cuesj-623 134 59 0.088 0.088 NUM cuesj-623 134 60 0.039 0.039 NUM cuesj-623 134 61 2.244 2.244 NUM cuesj-623 134 62 0.025 0.025 NUM cuesj-623 134 63 1.092 1.092 NUM cuesj-623 134 64 −0.004 −0.004 VERB cuesj-623 134 65 0.205 0.205 NUM cuesj-623 134 66 factor factor NOUN cuesj-623 134 67 ( ( PUNCT cuesj-623 134 68 smoke smoke NOUN cuesj-623 134 69 ) ) PUNCT cuesj-623 134 70 2 2 NUM cuesj-623 134 71 1.486 1.486 NUM cuesj-623 134 72 0.714 0.714 NUM cuesj-623 134 73 −2.082 −2.082 NOUN cuesj-623 134 74 0.037 0.037 NUM cuesj-623 134 75 4.418 4.418 NUM cuesj-623 134 76 −3.525 −3.525 NOUN cuesj-623 134 77 0.257 0.257 NUM cuesj-623 134 78 table table NOUN cuesj-623 134 79 4 4 NUM cuesj-623 134 80 : : PUNCT cuesj-623 134 81 chi chi ADJ cuesj-623 134 82 - - PUNCT cuesj-623 134 83 square square ADJ cuesj-623 134 84 test test NOUN cuesj-623 134 85 of of ADP cuesj-623 134 86 two two NUM cuesj-623 134 87 fitted fit VERB cuesj-623 134 88 models model NOUN cuesj-623 134 89 s. s. PROPN cuesj-623 135 1 no no INTJ cuesj-623 135 2 . . PUNCT cuesj-623 136 1 residual residual ADJ cuesj-623 136 2 dfa dfa PROPN cuesj-623 136 3 . . PUNCT cuesj-623 136 4 residual residual ADJ cuesj-623 136 5 deviance deviance NOUN cuesj-623 136 6 df df PROPN cuesj-623 136 7 deviance deviance NOUN cuesj-623 136 8 pr(>chi pr(>chi PROPN cuesj-623 136 9 ) ) PUNCT cuesj-623 136 10 1 1 NUM cuesj-623 136 11 153 153 NUM cuesj-623 136 12 67.871 67.871 NUM cuesj-623 136 13 2 2 NUM cuesj-623 136 14 145 145 NUM cuesj-623 136 15 53.833 53.833 NUM cuesj-623 136 16 8 8 NUM cuesj-623 136 17 14.039 14.039 NUM cuesj-623 136 18 0.08077 0.08077 NUM cuesj-623 136 19 table table NOUN cuesj-623 136 20 3 3 NUM cuesj-623 136 21 : : PUNCT cuesj-623 136 22 aic aic PROPN cuesj-623 136 23 of of ADP cuesj-623 136 24 two two NUM cuesj-623 136 25 fitted fit VERB cuesj-623 136 26 models model NOUN cuesj-623 136 27 model model NOUN cuesj-623 136 28 fitted fit VERB cuesj-623 136 29 aic aic PROPN cuesj-623 136 30 model model NOUN cuesj-623 136 31 1 1 NUM cuesj-623 136 32 : : PUNCT cuesj-623 136 33 surgery surgery NOUN cuesj-623 136 34 ~ ~ PUNCT cuesj-623 136 35 age+bmi+blood age+bmi+blood X cuesj-623 136 36 _ _ PRON cuesj-623 137 1 sugar+hba1c+blood sugar+hba1c+blood PROPN cuesj-623 137 2 urea+factor urea+factor PROPN cuesj-623 137 3 ( ( PUNCT cuesj-623 137 4 smoke smoke NOUN cuesj-623 137 5 ) ) PUNCT cuesj-623 137 6 81.871 81.871 NUM cuesj-623 137 7 model model NOUN cuesj-623 137 8 2 2 NUM cuesj-623 137 9 : : PUNCT cuesj-623 137 10 surgery surgery NOUN cuesj-623 137 11 ~ ~ SYM cuesj-623 137 12 age+bmi+blood age+bmi+blood NOUN cuesj-623 137 13 _ _ PUNCT cuesj-623 137 14 sugar+hba1c+ sugar+hba1c+ ADJ cuesj-623 137 15 blood blood NOUN cuesj-623 137 16 urea+creatinine+cho+tg+hdl+ldl urea+creatinine+cho+tg+hdl+ldl NOUN cuesj-623 137 17 + + NUM cuesj-623 137 18 sbp+dbp+factor sbp+dbp+factor NOUN cuesj-623 137 19 ( ( PUNCT cuesj-623 137 20 gender gender NOUN cuesj-623 137 21 ) ) PUNCT cuesj-623 137 22 + + NUM cuesj-623 137 23 factor factor NOUN cuesj-623 137 24 ( ( PUNCT cuesj-623 137 25 smoke smoke NOUN cuesj-623 137 26 ) ) PUNCT cuesj-623 137 27 83.833 83.833 NUM cuesj-623 137 28 figure figure NOUN cuesj-623 137 29 3 3 NUM cuesj-623 137 30 : : PUNCT cuesj-623 137 31 bar bar NOUN cuesj-623 137 32 - - PUNCT cuesj-623 137 33 chart chart NOUN cuesj-623 137 34 demonstration demonstration NOUN cuesj-623 137 35 between between ADP cuesj-623 137 36 response response NOUN cuesj-623 137 37 and and CCONJ cuesj-623 137 38 smoking smoking NOUN cuesj-623 137 39 variables variable NOUN cuesj-623 137 40 khudhur khudhur PROPN cuesj-623 137 41 and and CCONJ cuesj-623 137 42 kadir kadir PROPN cuesj-623 137 43 : : PUNCT cuesj-623 137 44 logistic logistic ADJ cuesj-623 137 45 regression regression NOUN cuesj-623 137 46 for for ADP cuesj-623 137 47 predicting predict VERB cuesj-623 137 48 bypass bypass NOUN cuesj-623 137 49 graft graft NOUN cuesj-623 137 50 62 62 NUM cuesj-623 137 51 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-623 137 52 cuesj cuesj ADJ cuesj-623 137 53 2022 2022 NUM cuesj-623 137 54 , , PUNCT cuesj-623 137 55 6 6 NUM cuesj-623 137 56 ( ( PUNCT cuesj-623 137 57 1 1 NUM cuesj-623 137 58 ): ): PUNCT cuesj-623 137 59 57 57 NUM cuesj-623 137 60 - - SYM cuesj-623 137 61 63 63 NUM cuesj-623 137 62 table table NOUN cuesj-623 137 63 6 6 NUM cuesj-623 137 64 shows show VERB cuesj-623 137 65 that that SCONJ cuesj-623 137 66 the the DET cuesj-623 137 67 full full ADJ cuesj-623 137 68 model model NOUN cuesj-623 137 69 reduces reduce VERB cuesj-623 137 70 the the DET cuesj-623 137 71 loglikelihood loglikelihood ADJ cuesj-623 137 72 value value NOUN cuesj-623 137 73 , , PUNCT cuesj-623 137 74 resulting result VERB cuesj-623 137 75 in in ADP cuesj-623 137 76 a a DET cuesj-623 137 77 substantial substantial ADJ cuesj-623 137 78 difference difference NOUN cuesj-623 137 79 between between ADP cuesj-623 137 80 the the DET cuesj-623 137 81 two two NUM cuesj-623 137 82 models model NOUN cuesj-623 137 83 . . PUNCT cuesj-623 138 1 the the DET cuesj-623 138 2 goodness goodness NOUN cuesj-623 138 3 of of ADP cuesj-623 138 4 fit fit ADJ cuesj-623 138 5 test test NOUN cuesj-623 138 6 was be AUX cuesj-623 138 7 used use VERB cuesj-623 138 8 to to PART cuesj-623 138 9 evaluate evaluate VERB cuesj-623 138 10 the the DET cuesj-623 138 11 fitted fit VERB cuesj-623 138 12 model model NOUN cuesj-623 138 13 , , PUNCT cuesj-623 138 14 as as SCONJ cuesj-623 138 15 shown show VERB cuesj-623 138 16 in in ADP cuesj-623 138 17 table table NOUN cuesj-623 138 18 7 7 NUM cuesj-623 138 19 . . PUNCT cuesj-623 139 1 there there PRON cuesj-623 139 2 was be VERB cuesj-623 139 3 no no DET cuesj-623 139 4 actual actual ADJ cuesj-623 139 5 evidence evidence NOUN cuesj-623 139 6 for for ADP cuesj-623 139 7 lack lack NOUN cuesj-623 139 8 of of ADP cuesj-623 139 9 fit fit ADJ cuesj-623 139 10 because because SCONJ cuesj-623 139 11 the the DET cuesj-623 139 12 statistical statistical ADJ cuesj-623 139 13 test test NOUN cuesj-623 139 14 of of ADP cuesj-623 139 15 hosmerlemeshow hosmerlemeshow NOUN cuesj-623 139 16 was be AUX cuesj-623 139 17 not not PART cuesj-623 139 18 significant significant ADJ cuesj-623 139 19 , , PUNCT cuesj-623 139 20 as as SCONJ cuesj-623 139 21 it it PRON cuesj-623 139 22 was be AUX cuesj-623 139 23 for for ADP cuesj-623 139 24 pearson pearson PROPN cuesj-623 139 25 chisquare chisquare PROPN cuesj-623 139 26 or or CCONJ cuesj-623 139 27 g0 g0 ADJ cuesj-623 139 28 2 2 NUM cuesj-623 139 29 ( ( PUNCT cuesj-623 139 30 deviance deviance NOUN cuesj-623 139 31 ) ) PUNCT cuesj-623 139 32 . . PUNCT cuesj-623 140 1 furthermore furthermore ADV cuesj-623 140 2 , , PUNCT cuesj-623 140 3 the the DET cuesj-623 140 4 nagelkerke nagelkerke NOUN cuesj-623 140 5 r r PROPN cuesj-623 140 6 square square PROPN cuesj-623 140 7 suggests suggest VERB cuesj-623 140 8 a a DET cuesj-623 140 9 positive positive ADJ cuesj-623 140 10 impression impression NOUN cuesj-623 140 11 of of ADP cuesj-623 140 12 the the DET cuesj-623 140 13 model model NOUN cuesj-623 140 14 , , PUNCT cuesj-623 140 15 which which PRON cuesj-623 140 16 explained explain VERB cuesj-623 140 17 80.8 80.8 NUM cuesj-623 140 18 % % NOUN cuesj-623 140 19 of of ADP cuesj-623 140 20 the the DET cuesj-623 140 21 uncertainty uncertainty NOUN cuesj-623 140 22 in in ADP cuesj-623 140 23 going go VERB cuesj-623 140 24 through through ADP cuesj-623 140 25 bypass bypass NOUN cuesj-623 140 26 graft graft NOUN cuesj-623 140 27 diagnosis diagnosis NOUN cuesj-623 140 28 using use VERB cuesj-623 140 29 the the DET cuesj-623 140 30 factors factor NOUN cuesj-623 140 31 incorporated incorporate VERB cuesj-623 140 32 in in ADP cuesj-623 140 33 the the DET cuesj-623 140 34 model model NOUN cuesj-623 140 35 . . PUNCT cuesj-623 141 1 finally finally ADV cuesj-623 141 2 , , PUNCT cuesj-623 141 3 yet yet ADV cuesj-623 141 4 importantly importantly ADV cuesj-623 141 5 , , PUNCT cuesj-623 141 6 it it PRON cuesj-623 141 7 is be AUX cuesj-623 141 8 worth worth ADJ cuesj-623 141 9 mentioning mention VERB cuesj-623 141 10 how how SCONJ cuesj-623 141 11 the the DET cuesj-623 141 12 classification classification NOUN cuesj-623 141 13 percentage percentage NOUN cuesj-623 141 14 improved improve VERB cuesj-623 141 15 after after ADP cuesj-623 141 16 fitting fit VERB cuesj-623 141 17 the the DET cuesj-623 141 18 model model NOUN cuesj-623 141 19 with with ADP cuesj-623 141 20 and and CCONJ cuesj-623 141 21 without without ADP cuesj-623 141 22 the the DET cuesj-623 141 23 influential influential ADJ cuesj-623 141 24 factors factor NOUN cuesj-623 141 25 . . PUNCT cuesj-623 142 1 the the DET cuesj-623 142 2 overall overall ADJ cuesj-623 142 3 percentage percentage NOUN cuesj-623 142 4 of of ADP cuesj-623 142 5 truly truly ADV cuesj-623 142 6 predicted predict VERB cuesj-623 142 7 cases case NOUN cuesj-623 142 8 was be AUX cuesj-623 142 9 62.5 62.5 NUM cuesj-623 142 10 % % NOUN cuesj-623 142 11 where where SCONJ cuesj-623 142 12 there there PRON cuesj-623 142 13 was be VERB cuesj-623 142 14 only only ADV cuesj-623 142 15 a a DET cuesj-623 142 16 constant constant ADJ cuesj-623 142 17 in in ADP cuesj-623 142 18 the the DET cuesj-623 142 19 model model NOUN cuesj-623 142 20 , , PUNCT cuesj-623 142 21 and and CCONJ cuesj-623 142 22 this this PRON cuesj-623 142 23 had have AUX cuesj-623 142 24 been be AUX cuesj-623 142 25 significantly significantly ADV cuesj-623 142 26 increased increase VERB cuesj-623 142 27 to to ADP cuesj-623 142 28 93.8 93.8 NUM cuesj-623 142 29 % % NOUN cuesj-623 142 30 . . PUNCT cuesj-623 143 1 figure figure VERB cuesj-623 143 2 4 4 NUM cuesj-623 143 3 : : PUNCT cuesj-623 143 4 logit logit PROPN cuesj-623 143 5 model model PROPN cuesj-623 143 6 fit fit NOUN cuesj-623 143 7 of of ADP cuesj-623 143 8 surgery surgery NOUN cuesj-623 143 9 on on ADP cuesj-623 143 10 predictors predictor NOUN cuesj-623 143 11 khudhur khudhur PROPN cuesj-623 143 12 and and CCONJ cuesj-623 143 13 kadir kadir PROPN cuesj-623 143 14 : : PUNCT cuesj-623 144 1 logistic logistic ADJ cuesj-623 144 2 regression regression NOUN cuesj-623 144 3 for for ADP cuesj-623 144 4 predicting predict VERB cuesj-623 144 5 bypass bypass NOUN cuesj-623 144 6 graft graft NOUN cuesj-623 144 7 63 63 NUM cuesj-623 144 8 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-623 144 9 cuesj cuesj ADJ cuesj-623 144 10 2022 2022 NUM cuesj-623 144 11 , , PUNCT cuesj-623 144 12 6 6 NUM cuesj-623 144 13 ( ( PUNCT cuesj-623 144 14 1 1 NUM cuesj-623 144 15 ): ): PUNCT cuesj-623 144 16 57 57 NUM cuesj-623 144 17 - - SYM cuesj-623 144 18 63 63 NUM cuesj-623 144 19 conclusion conclusion NOUN cuesj-623 144 20 and and CCONJ cuesj-623 144 21 recommendation recommendation NOUN cuesj-623 144 22 several several ADJ cuesj-623 144 23 essential essential ADJ cuesj-623 144 24 criteria criterion NOUN cuesj-623 144 25 were be AUX cuesj-623 144 26 discovered discover VERB cuesj-623 144 27 to to PART cuesj-623 144 28 be be AUX cuesj-623 144 29 highly highly ADV cuesj-623 144 30 successful successful ADJ cuesj-623 144 31 in in ADP cuesj-623 144 32 increasing increase VERB cuesj-623 144 33 high high ADJ cuesj-623 144 34 risk risk NOUN cuesj-623 144 35 among among ADP cuesj-623 144 36 patients patient NOUN cuesj-623 144 37 undergoing undergo VERB cuesj-623 144 38 coronary coronary ADJ cuesj-623 144 39 artery artery NOUN cuesj-623 144 40 bypass bypass NOUN cuesj-623 144 41 grafting grafting NOUN cuesj-623 144 42 , , PUNCT cuesj-623 144 43 and and CCONJ cuesj-623 144 44 they they PRON cuesj-623 144 45 may may AUX cuesj-623 144 46 not not PART cuesj-623 144 47 be be AUX cuesj-623 144 48 the the DET cuesj-623 144 49 same same ADJ cuesj-623 144 50 in in ADP cuesj-623 144 51 different different ADJ cuesj-623 144 52 places place NOUN cuesj-623 144 53 . . PUNCT cuesj-623 145 1 our our PRON cuesj-623 145 2 model model NOUN cuesj-623 145 3 would would AUX cuesj-623 145 4 be be AUX cuesj-623 145 5 able able ADJ cuesj-623 145 6 to to PART cuesj-623 145 7 properly properly ADV cuesj-623 145 8 forecast forecast VERB cuesj-623 145 9 the the DET cuesj-623 145 10 instances instance NOUN cuesj-623 145 11 with with ADP cuesj-623 145 12 an an DET cuesj-623 145 13 accuracy accuracy NOUN cuesj-623 145 14 of of ADP cuesj-623 145 15 80.8 80.8 NUM cuesj-623 145 16 % % NOUN cuesj-623 145 17 , , PUNCT cuesj-623 145 18 which which PRON cuesj-623 145 19 is be AUX cuesj-623 145 20 substantial substantial ADJ cuesj-623 145 21 , , PUNCT cuesj-623 145 22 and and CCONJ cuesj-623 145 23 it it PRON cuesj-623 145 24 is be AUX cuesj-623 145 25 worth worth ADJ cuesj-623 145 26 noting note VERB cuesj-623 145 27 that that SCONJ cuesj-623 145 28 we we PRON cuesj-623 145 29 arrived arrive VERB cuesj-623 145 30 at at ADP cuesj-623 145 31 the the DET cuesj-623 145 32 final final ADJ cuesj-623 145 33 model model NOUN cuesj-623 145 34 after after ADP cuesj-623 145 35 eight eight NUM cuesj-623 145 36 steps step NOUN cuesj-623 145 37 of of ADP cuesj-623 145 38 the the DET cuesj-623 145 39 model model NOUN cuesj-623 145 40 selection selection NOUN cuesj-623 145 41 approach approach NOUN cuesj-623 145 42 , , PUNCT cuesj-623 145 43 which which PRON cuesj-623 145 44 is be AUX cuesj-623 145 45 a a DET cuesj-623 145 46 decent decent ADJ cuesj-623 145 47 fit fit NOUN cuesj-623 145 48 to to PART cuesj-623 145 49 explain explain VERB cuesj-623 145 50 the the DET cuesj-623 145 51 dataset dataset NOUN cuesj-623 145 52 . . PUNCT cuesj-623 146 1 hba1c hba1c PROPN cuesj-623 146 2 had have VERB cuesj-623 146 3 a a DET cuesj-623 146 4 significant significant ADJ cuesj-623 146 5 impact impact NOUN cuesj-623 146 6 on on ADP cuesj-623 146 7 arising arise VERB cuesj-623 146 8 the the DET cuesj-623 146 9 risk risk NOUN cuesj-623 146 10 , , PUNCT cuesj-623 146 11 and and CCONJ cuesj-623 146 12 increasing increase VERB cuesj-623 146 13 one one NUM cuesj-623 146 14 unit unit NOUN cuesj-623 146 15 at at ADP cuesj-623 146 16 hba1c hba1c PROPN cuesj-623 146 17 increased increase VERB cuesj-623 146 18 the the DET cuesj-623 146 19 odds odd NOUN cuesj-623 146 20 of of ADP cuesj-623 146 21 being be AUX cuesj-623 146 22 into into ADP cuesj-623 146 23 surgical surgical ADJ cuesj-623 146 24 admission admission NOUN cuesj-623 146 25 by by ADP cuesj-623 146 26 7.488 7.488 NUM cuesj-623 146 27 times time NOUN cuesj-623 146 28 , , PUNCT cuesj-623 146 29 holding hold VERB cuesj-623 146 30 other other ADJ cuesj-623 146 31 variables variable NOUN cuesj-623 146 32 constant constant ADJ cuesj-623 146 33 . . PUNCT cuesj-623 147 1 age age NOUN cuesj-623 147 2 and and CCONJ cuesj-623 147 3 bmi bmi NOUN cuesj-623 147 4 had have VERB cuesj-623 147 5 quite quite ADV cuesj-623 147 6 high high ADJ cuesj-623 147 7 and and CCONJ cuesj-623 147 8 substantial substantial ADJ cuesj-623 147 9 effect effect NOUN cuesj-623 147 10 parameters parameter NOUN cuesj-623 147 11 , , PUNCT cuesj-623 147 12 with with ADP cuesj-623 147 13 individuals individual NOUN cuesj-623 147 14 who who PRON cuesj-623 147 15 are be AUX cuesj-623 147 16 quite quite ADV cuesj-623 147 17 an an DET cuesj-623 147 18 in in ADP cuesj-623 147 19 age age NOUN cuesj-623 147 20 and and CCONJ cuesj-623 147 21 had have VERB cuesj-623 147 22 relatively relatively ADV cuesj-623 147 23 high high ADJ cuesj-623 147 24 bmi bmi NOUN cuesj-623 147 25 led lead VERB cuesj-623 147 26 to to PART cuesj-623 147 27 be be AUX cuesj-623 147 28 at at ADP cuesj-623 147 29 risk risk NOUN cuesj-623 147 30 with with ADP cuesj-623 147 31 a a DET cuesj-623 147 32 1.2 1.2 NUM cuesj-623 147 33 times time NOUN cuesj-623 147 34 higher high ADJ cuesj-623 147 35 likelihood likelihood NOUN cuesj-623 147 36 than than ADP cuesj-623 147 37 those those PRON cuesj-623 147 38 who who PRON cuesj-623 147 39 have have VERB cuesj-623 147 40 smaller small ADJ cuesj-623 147 41 bmi bmi NOUN cuesj-623 147 42 and and CCONJ cuesj-623 147 43 younger young ADJ cuesj-623 147 44 . . PUNCT cuesj-623 148 1 furthermore furthermore ADV cuesj-623 148 2 , , PUNCT cuesj-623 148 3 blood blood NOUN cuesj-623 148 4 sugar sugar NOUN cuesj-623 148 5 and and CCONJ cuesj-623 148 6 blood blood NOUN cuesj-623 148 7 urea urea NOUN cuesj-623 148 8 played play VERB cuesj-623 148 9 a a DET cuesj-623 148 10 significant significant ADJ cuesj-623 148 11 role role NOUN cuesj-623 148 12 in in ADP cuesj-623 148 13 being be AUX cuesj-623 148 14 effective effective ADJ cuesj-623 148 15 contributors contributor NOUN cuesj-623 148 16 , , PUNCT cuesj-623 148 17 with with ADP cuesj-623 148 18 1.05 1.05 NUM cuesj-623 148 19 and and CCONJ cuesj-623 148 20 1.09 1.09 NUM cuesj-623 148 21 odds odd NOUN cuesj-623 148 22 ratios ratio NOUN cuesj-623 148 23 in in ADP cuesj-623 148 24 favor favor NOUN cuesj-623 148 25 of of ADP cuesj-623 148 26 increasing increase VERB cuesj-623 148 27 the the DET cuesj-623 148 28 risk risk NOUN cuesj-623 148 29 . . PUNCT cuesj-623 149 1 according accord VERB cuesj-623 149 2 to to ADP cuesj-623 149 3 the the DET cuesj-623 149 4 study study NOUN cuesj-623 149 5 , , PUNCT cuesj-623 149 6 smokers smoker NOUN cuesj-623 149 7 were be AUX cuesj-623 149 8 more more ADV cuesj-623 149 9 likely likely ADJ cuesj-623 149 10 to to PART cuesj-623 149 11 be be AUX cuesj-623 149 12 at at ADP cuesj-623 149 13 risk risk NOUN cuesj-623 149 14 of of ADP cuesj-623 149 15 undergoing undergo VERB cuesj-623 149 16 bypass bypass NOUN cuesj-623 149 17 surgery surgery NOUN cuesj-623 149 18 than than ADP cuesj-623 149 19 non non NOUN cuesj-623 149 20 - - NOUN cuesj-623 149 21 smokers smoker NOUN cuesj-623 149 22 , , PUNCT cuesj-623 149 23 with with ADP cuesj-623 149 24 an an DET cuesj-623 149 25 odds odd NOUN cuesj-623 149 26 ratio ratio NOUN cuesj-623 149 27 of of ADP cuesj-623 149 28 4.418 4.418 NUM cuesj-623 149 29 . . PUNCT cuesj-623 150 1 gender gender NOUN cuesj-623 150 2 , , PUNCT cuesj-623 150 3 screening screen VERB cuesj-623 150 4 creatinine creatinine NOUN cuesj-623 150 5 , , PUNCT cuesj-623 150 6 cho cho PROPN cuesj-623 150 7 , , PUNCT cuesj-623 150 8 tg tg PROPN cuesj-623 150 9 , , PUNCT cuesj-623 150 10 hdl hdl PROPN cuesj-623 150 11 , , PUNCT cuesj-623 150 12 ldl ldl NOUN cuesj-623 150 13 , , PUNCT cuesj-623 150 14 sbp sbp NOUN cuesj-623 150 15 , , PUNCT cuesj-623 150 16 and and CCONJ cuesj-623 150 17 dbp dbp PROPN cuesj-623 150 18 , , PUNCT cuesj-623 150 19 on on ADP cuesj-623 150 20 the the DET cuesj-623 150 21 other other ADJ cuesj-623 150 22 hand hand NOUN cuesj-623 150 23 , , PUNCT cuesj-623 150 24 were be AUX cuesj-623 150 25 not not PART cuesj-623 150 26 found find VERB cuesj-623 150 27 to to PART cuesj-623 150 28 be be AUX cuesj-623 150 29 statistically statistically ADV cuesj-623 150 30 significant significant ADJ cuesj-623 150 31 . . PUNCT cuesj-623 151 1 it it PRON cuesj-623 151 2 is be AUX cuesj-623 151 3 worth worth ADJ cuesj-623 151 4 noting note VERB cuesj-623 151 5 that that SCONJ cuesj-623 151 6 this this DET cuesj-623 151 7 study study NOUN cuesj-623 151 8 had have VERB cuesj-623 151 9 its its PRON cuesj-623 151 10 own own ADJ cuesj-623 151 11 limitations limitation NOUN cuesj-623 151 12 , , PUNCT cuesj-623 151 13 such such ADJ cuesj-623 151 14 as as ADP cuesj-623 151 15 the the DET cuesj-623 151 16 small small ADJ cuesj-623 151 17 number number NOUN cuesj-623 151 18 of of ADP cuesj-623 151 19 cases case NOUN cuesj-623 151 20 . . PUNCT cuesj-623 152 1 to to PART cuesj-623 152 2 determine determine VERB cuesj-623 152 3 how how SCONJ cuesj-623 152 4 effective effective ADJ cuesj-623 152 5 the the DET cuesj-623 152 6 covariates covariate NOUN cuesj-623 152 7 influenced influence VERB cuesj-623 152 8 the the DET cuesj-623 152 9 outcome outcome NOUN cuesj-623 152 10 variable variable NOUN cuesj-623 152 11 , , PUNCT cuesj-623 152 12 create create VERB cuesj-623 152 13 a a DET cuesj-623 152 14 classification classification NOUN cuesj-623 152 15 table table NOUN cuesj-623 152 16 and and CCONJ cuesj-623 152 17 calculate calculate NOUN cuesj-623 152 18 sensitivity sensitivity NOUN cuesj-623 152 19 , , PUNCT cuesj-623 152 20 specificity specificity NOUN cuesj-623 152 21 , , PUNCT cuesj-623 152 22 and and CCONJ cuesj-623 152 23 display display VERB cuesj-623 152 24 the the DET cuesj-623 152 25 receiver receiver NOUN cuesj-623 152 26 operating operate VERB cuesj-623 152 27 characteristic characteristic ADJ cuesj-623 152 28 curve curve NOUN cuesj-623 152 29 . . PUNCT cuesj-623 153 1 references reference NOUN cuesj-623 153 2 1 1 NUM cuesj-623 153 3 . . PUNCT cuesj-623 153 4 j. j. PROPN cuesj-623 153 5 alexander alexander PROPN cuesj-623 153 6 and and CCONJ cuesj-623 153 7 p. p. PROPN cuesj-623 153 8 smith smith PROPN cuesj-623 153 9 . . PUNCT cuesj-623 154 1 coronary coronary ADJ cuesj-623 154 2 - - PUNCT cuesj-623 154 3 artery artery NOUN cuesj-623 154 4 bypass bypass NOUN cuesj-623 154 5 grafting grafting NOUN cuesj-623 154 6 . . PUNCT cuesj-623 155 1 the the DET cuesj-623 155 2 new new PROPN cuesj-623 155 3 england england PROPN cuesj-623 155 4 journal journal PROPN cuesj-623 155 5 of of ADP cuesj-623 155 6 medicine medicine NOUN cuesj-623 155 7 , , PUNCT cuesj-623 155 8 vol vol NOUN cuesj-623 155 9 . . PROPN cuesj-623 155 10 374 374 NUM cuesj-623 155 11 , , PUNCT cuesj-623 155 12 no no INTJ cuesj-623 155 13 . . NOUN cuesj-623 155 14 20 20 NUM cuesj-623 155 15 , , PUNCT cuesj-623 155 16 pp pp ADJ cuesj-623 155 17 . . PUNCT cuesj-623 156 1 1954 1954 NUM cuesj-623 156 2 - - SYM cuesj-623 156 3 1964 1964 NUM cuesj-623 156 4 , , PUNCT cuesj-623 156 5 2016 2016 NUM cuesj-623 156 6 . . PUNCT cuesj-623 157 1 2 2 X cuesj-623 157 2 . . X cuesj-623 157 3 c. c. PROPN cuesj-623 157 4 d. d. PROPN cuesj-623 157 5 lang lang PROPN cuesj-623 157 6 , , PUNCT cuesj-623 157 7 y. y. PROPN cuesj-623 157 8 he he PRON cuesj-623 157 9 and and CCONJ cuesj-623 157 10 j. j. PROPN cuesj-623 157 11 a. a. PROPN cuesj-623 157 12 bittl bittl PROPN cuesj-623 157 13 . . PUNCT cuesj-623 158 1 bayesian bayesian NOUN cuesj-623 158 2 inference inference NOUN cuesj-623 158 3 supports support VERB cuesj-623 158 4 the the DET cuesj-623 158 5 use use NOUN cuesj-623 158 6 of of ADP cuesj-623 158 7 bypass bypass NOUN cuesj-623 158 8 surgery surgery NOUN cuesj-623 158 9 over over ADP cuesj-623 158 10 percutaneous percutaneous ADJ cuesj-623 158 11 coronary coronary ADJ cuesj-623 158 12 intervention intervention NOUN cuesj-623 158 13 to to PART cuesj-623 158 14 reduce reduce VERB cuesj-623 158 15 mortality mortality NOUN cuesj-623 158 16 in in ADP cuesj-623 158 17 diabetic diabetic ADJ cuesj-623 158 18 patients patient NOUN cuesj-623 158 19 with with ADP cuesj-623 158 20 multivessel multivessel ADJ cuesj-623 158 21 coronary coronary ADJ cuesj-623 158 22 disease disease NOUN cuesj-623 158 23 . . PUNCT cuesj-623 159 1 international international ADJ cuesj-623 159 2 journal journal PROPN cuesj-623 159 3 of of ADP cuesj-623 159 4 statistics statistic NOUN cuesj-623 159 5 in in ADP cuesj-623 159 6 medical medical ADJ cuesj-623 159 7 research research NOUN cuesj-623 159 8 , , PUNCT cuesj-623 159 9 vol vol NOUN cuesj-623 159 10 . . PROPN cuesj-623 159 11 4 4 NUM cuesj-623 159 12 , , PUNCT cuesj-623 159 13 no no INTJ cuesj-623 159 14 . . NOUN cuesj-623 159 15 1 1 NUM cuesj-623 159 16 , , PUNCT cuesj-623 159 17 pp pp ADJ cuesj-623 159 18 . . PUNCT cuesj-623 160 1 26 26 NUM cuesj-623 160 2 - - SYM cuesj-623 160 3 34 34 NUM cuesj-623 160 4 . . PROPN cuesj-623 160 5 , , PUNCT cuesj-623 160 6 2015 2015 NUM cuesj-623 160 7 . . PUNCT cuesj-623 161 1 3 3 X cuesj-623 161 2 . . X cuesj-623 161 3 g. g. PROPN cuesj-623 161 4 marshall marshall PROPN cuesj-623 161 5 , , PUNCT cuesj-623 161 6 a. a. PROPN cuesj-623 161 7 l. l. PROPN cuesj-623 161 8 w. w. PROPN cuesj-623 161 9 shroyer shroyer PROPN cuesj-623 161 10 , , PUNCT cuesj-623 161 11 f. f. PROPN cuesj-623 161 12 l. l. PROPN cuesj-623 161 13 grover grover PROPN cuesj-623 161 14 and and CCONJ cuesj-623 161 15 k. k. PROPN cuesj-623 161 16 e. e. PROPN cuesj-623 161 17 hammermeister hammermeister PROPN cuesj-623 161 18 . . PUNCT cuesj-623 162 1 bayesian bayesian NOUN cuesj-623 162 2 - - PUNCT cuesj-623 162 3 logit logit NOUN cuesj-623 162 4 model model NOUN cuesj-623 162 5 for for ADP cuesj-623 162 6 risk risk NOUN cuesj-623 162 7 assessment assessment NOUN cuesj-623 162 8 in in ADP cuesj-623 162 9 coronary coronary ADJ cuesj-623 162 10 artery artery NOUN cuesj-623 162 11 bypass bypass NOUN cuesj-623 162 12 grafting grafting NOUN cuesj-623 162 13 . . PUNCT cuesj-623 163 1 the the DET cuesj-623 163 2 annals annal NOUN cuesj-623 163 3 of of ADP cuesj-623 163 4 thoracic thoracic NOUN cuesj-623 163 5 surgery surgery NOUN cuesj-623 163 6 , , PUNCT cuesj-623 163 7 vol vol NOUN cuesj-623 163 8 . . PROPN cuesj-623 163 9 57 57 NUM cuesj-623 163 10 , , PUNCT cuesj-623 163 11 no no INTJ cuesj-623 163 12 . . NOUN cuesj-623 163 13 6 6 NUM cuesj-623 163 14 , , PUNCT cuesj-623 163 15 pp pp ADJ cuesj-623 163 16 . . PUNCT cuesj-623 163 17 1492 1492 NUM cuesj-623 163 18 - - SYM cuesj-623 163 19 1500 1500 NUM cuesj-623 163 20 , , PUNCT cuesj-623 163 21 1994 1994 NUM cuesj-623 163 22 . . PUNCT cuesj-623 164 1 4 4 X cuesj-623 164 2 . . X cuesj-623 164 3 d. d. PROPN cuesj-623 164 4 kadir kadir PROPN cuesj-623 164 5 . . PUNCT cuesj-623 165 1 likelihood likelihood PROPN cuesj-623 165 2 approach approach NOUN cuesj-623 165 3 for for ADP cuesj-623 165 4 bayesian bayesian NOUN cuesj-623 165 5 logistic logistic NOUN cuesj-623 165 6 weighted weight VERB cuesj-623 165 7 model model NOUN cuesj-623 165 8 . . PUNCT cuesj-623 166 1 cihan cihan VERB cuesj-623 166 2 university university NOUN cuesj-623 166 3 - - PUNCT cuesj-623 166 4 erbil erbil PROPN cuesj-623 166 5 scientific scientific ADJ cuesj-623 166 6 journal journal NOUN cuesj-623 166 7 , , PUNCT cuesj-623 166 8 vol vol NOUN cuesj-623 166 9 . . PROPN cuesj-623 166 10 4 4 NUM cuesj-623 166 11 , , PUNCT cuesj-623 166 12 no no INTJ cuesj-623 166 13 . . NOUN cuesj-623 166 14 2 2 NUM cuesj-623 166 15 , , PUNCT cuesj-623 166 16 pp pp ADJ cuesj-623 166 17 . . PUNCT cuesj-623 167 1 9 9 NUM cuesj-623 167 2 - - SYM cuesj-623 167 3 12 12 NUM cuesj-623 167 4 , , PUNCT cuesj-623 167 5 2020 2020 NUM cuesj-623 167 6 . . PUNCT cuesj-623 168 1 5 5 NUM cuesj-623 168 2 . . PUNCT cuesj-623 168 3 g. g. PROPN cuesj-623 168 4 q. q. PROPN cuesj-623 168 5 othman othman PROPN cuesj-623 168 6 , , PUNCT cuesj-623 168 7 r. r. PROPN cuesj-623 168 8 s. s. PROPN cuesj-623 168 9 saeed saeed PROPN cuesj-623 168 10 , , PUNCT cuesj-623 168 11 d. d. PROPN cuesj-623 168 12 h. h. PROPN cuesj-623 168 13 kadir kadir PROPN cuesj-623 168 14 and and CCONJ cuesj-623 168 15 h. h. PROPN cuesj-623 168 16 j. j. PROPN cuesj-623 168 17 taher taher PROPN cuesj-623 168 18 . . PUNCT cuesj-623 169 1 relation relation NOUN cuesj-623 169 2 of of ADP cuesj-623 169 3 angiography angiography NOUN cuesj-623 169 4 to to ADP cuesj-623 169 5 hematological hematological ADJ cuesj-623 169 6 , , PUNCT cuesj-623 169 7 hormonal hormonal ADJ cuesj-623 169 8 and and CCONJ cuesj-623 169 9 some some DET cuesj-623 169 10 biochemical biochemical ADJ cuesj-623 169 11 variables variable NOUN cuesj-623 169 12 in in ADP cuesj-623 169 13 coronary coronary ADJ cuesj-623 169 14 artery artery NOUN cuesj-623 169 15 bypass bypass NOUN cuesj-623 169 16 graft graft NOUN cuesj-623 169 17 patients patient NOUN cuesj-623 169 18 . . PUNCT cuesj-623 170 1 journal journal PROPN cuesj-623 170 2 of of ADP cuesj-623 170 3 physics physics PROPN cuesj-623 170 4 , , PUNCT cuesj-623 170 5 vol vol NOUN cuesj-623 170 6 . . PUNCT cuesj-623 170 7 1294 1294 NUM cuesj-623 170 8 , , PUNCT cuesj-623 170 9 no no INTJ cuesj-623 170 10 . . NOUN cuesj-623 170 11 6 6 NUM cuesj-623 170 12 , , PUNCT cuesj-623 170 13 p. p. NOUN cuesj-623 170 14 062110 062110 NUM cuesj-623 170 15 , , PUNCT cuesj-623 170 16 2019 2019 NUM cuesj-623 170 17 . . PUNCT cuesj-623 171 1 6 6 NUM cuesj-623 171 2 . . PUNCT cuesj-623 171 3 s. s. PROPN cuesj-623 171 4 menard menard PROPN cuesj-623 171 5 . . PUNCT cuesj-623 172 1 applied apply VERB cuesj-623 172 2 logistic logistic ADJ cuesj-623 172 3 regression regression NOUN cuesj-623 172 4 analysis analysis NOUN cuesj-623 172 5 . . PUNCT cuesj-623 173 1 vol vol NOUN cuesj-623 173 2 . . PROPN cuesj-623 174 1 106 106 NUM cuesj-623 174 2 . . PUNCT cuesj-623 175 1 new new PROPN cuesj-623 175 2 york york PROPN cuesj-623 175 3 : : PUNCT cuesj-623 175 4 sage sage NOUN cuesj-623 175 5 . . PUNCT cuesj-623 176 1 7 7 X cuesj-623 176 2 . . X cuesj-623 176 3 s. s. PROPN cuesj-623 176 4 menard menard PROPN cuesj-623 176 5 . . PUNCT cuesj-623 177 1 coefficients coefficient NOUN cuesj-623 177 2 of of ADP cuesj-623 177 3 determination determination NOUN cuesj-623 177 4 for for ADP cuesj-623 177 5 multiple multiple ADJ cuesj-623 177 6 logistic logistic ADJ cuesj-623 177 7 regression regression NOUN cuesj-623 177 8 analysis analysis NOUN cuesj-623 177 9 . . PUNCT cuesj-623 178 1 the the DET cuesj-623 178 2 american american PROPN cuesj-623 178 3 statistician statistician PROPN cuesj-623 178 4 , , PUNCT cuesj-623 178 5 vol vol NOUN cuesj-623 178 6 . . PROPN cuesj-623 178 7 54 54 NUM cuesj-623 178 8 , , PUNCT cuesj-623 178 9 no no INTJ cuesj-623 178 10 . . NOUN cuesj-623 178 11 1 1 NUM cuesj-623 178 12 , , PUNCT cuesj-623 178 13 pp pp ADJ cuesj-623 178 14 . . PUNCT cuesj-623 179 1 17 17 NUM cuesj-623 179 2 - - SYM cuesj-623 179 3 24 24 NUM cuesj-623 179 4 , , PUNCT cuesj-623 179 5 2000 2000 NUM cuesj-623 179 6 . . PUNCT cuesj-623 180 1 8 8 X cuesj-623 180 2 . . X cuesj-623 180 3 m. m. PROPN cuesj-623 180 4 j. j. PROPN cuesj-623 180 5 mack mack PROPN cuesj-623 180 6 , , PUNCT cuesj-623 180 7 a. a. NOUN cuesj-623 180 8 pfister pfister NOUN cuesj-623 180 9 , , PUNCT cuesj-623 180 10 d. d. PROPN cuesj-623 180 11 bachand bachand PROPN cuesj-623 180 12 , , PUNCT cuesj-623 180 13 r. r. PROPN cuesj-623 180 14 emery emery PROPN cuesj-623 180 15 , , PUNCT cuesj-623 180 16 m. m. PROPN cuesj-623 180 17 j. j. PROPN cuesj-623 180 18 magee magee PROPN cuesj-623 180 19 , , PUNCT cuesj-623 180 20 m. m. PROPN cuesj-623 180 21 connolly connolly PROPN cuesj-623 180 22 and and CCONJ cuesj-623 180 23 v. v. PROPN cuesj-623 180 24 subramanian subramanian PROPN cuesj-623 180 25 . . PUNCT cuesj-623 181 1 comparison comparison NOUN cuesj-623 181 2 of of ADP cuesj-623 181 3 coronary coronary ADJ cuesj-623 181 4 bypass bypass NOUN cuesj-623 181 5 surgery surgery NOUN cuesj-623 181 6 with with ADP cuesj-623 181 7 and and CCONJ cuesj-623 181 8 without without ADP cuesj-623 181 9 cardiopulmonary cardiopulmonary ADJ cuesj-623 181 10 bypass bypass NOUN cuesj-623 181 11 in in ADP cuesj-623 181 12 patients patient NOUN cuesj-623 181 13 with with ADP cuesj-623 181 14 multivessel multivessel NOUN cuesj-623 181 15 disease disease NOUN cuesj-623 181 16 . . PUNCT cuesj-623 182 1 the the DET cuesj-623 182 2 journal journal NOUN cuesj-623 182 3 of of ADP cuesj-623 182 4 thoracic thoracic NOUN cuesj-623 182 5 and and CCONJ cuesj-623 182 6 cardiovascular cardiovascular ADJ cuesj-623 182 7 surgery surgery NOUN cuesj-623 182 8 , , PUNCT cuesj-623 182 9 vol vol NOUN cuesj-623 182 10 . . PUNCT cuesj-623 182 11 127 127 NUM cuesj-623 182 12 , , PUNCT cuesj-623 182 13 no no INTJ cuesj-623 182 14 . . NOUN cuesj-623 182 15 1 1 NUM cuesj-623 182 16 , , PUNCT cuesj-623 182 17 pp pp ADJ cuesj-623 182 18 . . PUNCT cuesj-623 183 1 167 167 NUM cuesj-623 183 2 - - SYM cuesj-623 183 3 173 173 NUM cuesj-623 183 4 , , PUNCT cuesj-623 183 5 2004 2004 NUM cuesj-623 183 6 . . PUNCT cuesj-623 184 1 9 9 NUM cuesj-623 184 2 . . PUNCT cuesj-623 184 3 c. c. PROPN cuesj-623 184 4 ugolini ugolini PROPN cuesj-623 184 5 and and CCONJ cuesj-623 184 6 l. l. PROPN cuesj-623 184 7 nobilio nobilio PROPN cuesj-623 184 8 . . PUNCT cuesj-623 185 1 risk risk NOUN cuesj-623 185 2 adjustment adjustment NOUN cuesj-623 185 3 for for ADP cuesj-623 185 4 coronary coronary ADJ cuesj-623 185 5 artery artery NOUN cuesj-623 185 6 bypass bypass NOUN cuesj-623 185 7 graft graft NOUN cuesj-623 185 8 surgery surgery NOUN cuesj-623 185 9 : : PUNCT cuesj-623 185 10 an an DET cuesj-623 185 11 administrative administrative ADJ cuesj-623 185 12 approach approach NOUN cuesj-623 185 13 versus versus ADP cuesj-623 185 14 euroscore euroscore PROPN cuesj-623 185 15 . . PUNCT cuesj-623 186 1 international international ADJ cuesj-623 186 2 journal journal PROPN cuesj-623 186 3 for for ADP cuesj-623 186 4 quality quality NOUN cuesj-623 186 5 in in ADP cuesj-623 186 6 health health NOUN cuesj-623 186 7 care care NOUN cuesj-623 186 8 , , PUNCT cuesj-623 186 9 vol vol NOUN cuesj-623 186 10 . . PROPN cuesj-623 186 11 16 16 NUM cuesj-623 186 12 , , PUNCT cuesj-623 186 13 no no INTJ cuesj-623 186 14 . . NOUN cuesj-623 186 15 2 2 NUM cuesj-623 186 16 , , PUNCT cuesj-623 186 17 pp pp ADJ cuesj-623 186 18 . . PUNCT cuesj-623 187 1 157 157 NUM cuesj-623 187 2 - - SYM cuesj-623 187 3 164 164 NUM cuesj-623 187 4 , , PUNCT cuesj-623 187 5 2004 2004 NUM cuesj-623 187 6 . . PUNCT cuesj-623 188 1 10 10 NUM cuesj-623 188 2 . . PUNCT cuesj-623 188 3 m. m. NOUN cuesj-623 188 4 rees rees PROPN cuesj-623 188 5 and and CCONJ cuesj-623 188 6 j. j. PROPN cuesj-623 188 7 dineschandra dineschandra PROPN cuesj-623 188 8 . . PUNCT cuesj-623 189 1 risk risk NOUN cuesj-623 189 2 stratification stratification NOUN cuesj-623 189 3 in in ADP cuesj-623 189 4 assessing assess VERB cuesj-623 189 5 risk risk NOUN cuesj-623 189 6 in in ADP cuesj-623 189 7 coronary coronary ADJ cuesj-623 189 8 artery artery NOUN cuesj-623 189 9 bypass bypass NOUN cuesj-623 189 10 surgery surgery NOUN cuesj-623 189 11 . . PUNCT cuesj-623 190 1 in in ADP cuesj-623 190 2 : : PUNCT cuesj-623 190 3 19th 19th ADJ cuesj-623 190 4 ieee ieee NOUN cuesj-623 190 5 symposium symposium NOUN cuesj-623 190 6 on on ADP cuesj-623 190 7 computer computer NOUN cuesj-623 190 8 - - PUNCT cuesj-623 190 9 based base VERB cuesj-623 190 10 medical medical ADJ cuesj-623 190 11 systems system NOUN cuesj-623 190 12 ( ( PUNCT cuesj-623 190 13 cbms’06 cbms’06 PROPN cuesj-623 190 14 ) ) PUNCT cuesj-623 190 15 , , PUNCT cuesj-623 190 16 pp pp PROPN cuesj-623 190 17 . . PUNCT cuesj-623 191 1 303 303 NUM cuesj-623 191 2 - - SYM cuesj-623 191 3 308 308 NUM cuesj-623 191 4 , , PUNCT cuesj-623 191 5 2006 2006 NUM cuesj-623 191 6 . . PUNCT cuesj-623 192 1 11 11 NUM cuesj-623 192 2 . . PUNCT cuesj-623 193 1 j. j. PROPN cuesj-623 193 2 hilbe hilbe PROPN cuesj-623 193 3 . . PUNCT cuesj-623 194 1 generalized generalize VERB cuesj-623 194 2 additive additive ADJ cuesj-623 194 3 models model NOUN cuesj-623 194 4 softwar softwar ADJ cuesj-623 194 5 . . PUNCT cuesj-623 195 1 the the DET cuesj-623 195 2 american american PROPN cuesj-623 195 3 statistician statistician PROPN cuesj-623 195 4 , , PUNCT cuesj-623 195 5 vol vol NOUN cuesj-623 195 6 . . PROPN cuesj-623 196 1 47 47 NUM cuesj-623 196 2 , , PUNCT cuesj-623 196 3 pp pp ADJ cuesj-623 196 4 . . PUNCT cuesj-623 197 1 59 59 NUM cuesj-623 197 2 - - SYM cuesj-623 197 3 64 64 NUM cuesj-623 197 4 , , PUNCT cuesj-623 197 5 1993 1993 NUM cuesj-623 197 6 . . PUNCT cuesj-623 198 1 12 12 NUM cuesj-623 198 2 . . PUNCT cuesj-623 198 3 m. m. PROPN cuesj-623 198 4 beck beck PROPN cuesj-623 198 5 . . PUNCT cuesj-623 198 6 size size NOUN cuesj-623 198 7 - - PUNCT cuesj-623 198 8 specific specific ADJ cuesj-623 198 9 shelter shelter NOUN cuesj-623 198 10 limitation limitation NOUN cuesj-623 198 11 in in ADP cuesj-623 198 12 stone stone NOUN cuesj-623 198 13 crabs crab NOUN cuesj-623 198 14 : : PUNCT cuesj-623 198 15 a a DET cuesj-623 198 16 test test NOUN cuesj-623 198 17 of of ADP cuesj-623 198 18 the the DET cuesj-623 198 19 demographic demographic ADJ cuesj-623 198 20 bottleneck bottleneck NOUN cuesj-623 198 21 hypothesis hypothesis NOUN cuesj-623 198 22 . . PUNCT cuesj-623 199 1 ecology ecology NOUN cuesj-623 199 2 , , PUNCT cuesj-623 199 3 vol vol NOUN cuesj-623 199 4 . . PROPN cuesj-623 199 5 76 76 NUM cuesj-623 199 6 , , PUNCT cuesj-623 199 7 pp pp ADJ cuesj-623 199 8 . . PUNCT cuesj-623 200 1 968 968 NUM cuesj-623 200 2 - - SYM cuesj-623 200 3 980 980 NUM cuesj-623 200 4 , , PUNCT cuesj-623 200 5 1995 1995 NUM cuesj-623 200 6 . . PUNCT cuesj-623 201 1 13 13 NUM cuesj-623 201 2 . . PUNCT cuesj-623 201 3 g. g. PROPN cuesj-623 201 4 matlack matlack PROPN cuesj-623 201 5 . . PUNCT cuesj-623 202 1 plant plant NOUN cuesj-623 202 2 species species NOUN cuesj-623 202 3 migration migration NOUN cuesj-623 202 4 in in ADP cuesj-623 202 5 a a DET cuesj-623 202 6 mixed mixed ADJ cuesj-623 202 7 history history NOUN cuesj-623 202 8 forest forest NOUN cuesj-623 202 9 landscape landscape NOUN cuesj-623 202 10 in in ADP cuesj-623 202 11 eastern eastern PROPN cuesj-623 202 12 north north PROPN cuesj-623 202 13 america america PROPN cuesj-623 202 14 . . PUNCT cuesj-623 203 1 ecology ecology NOUN cuesj-623 203 2 , , PUNCT cuesj-623 203 3 vol vol NOUN cuesj-623 203 4 . . PROPN cuesj-623 203 5 75 75 NUM cuesj-623 203 6 , , PUNCT cuesj-623 203 7 pp pp ADJ cuesj-623 203 8 . . PUNCT cuesj-623 203 9 1491 1491 NUM cuesj-623 203 10 - - SYM cuesj-623 203 11 1502 1502 NUM cuesj-623 203 12 , , PUNCT cuesj-623 203 13 1994 1994 NUM cuesj-623 203 14 . . PUNCT cuesj-623 204 1 14 14 NUM cuesj-623 204 2 . . PUNCT cuesj-623 204 3 n. n. PROPN cuesj-623 204 4 h. h. PROPN cuesj-623 204 5 mahmood mahmood PROPN cuesj-623 204 6 , , PUNCT cuesj-623 204 7 r. r. PROPN cuesj-623 204 8 o. o. PROPN cuesj-623 204 9 yahya yahya PROPN cuesj-623 204 10 and and CCONJ cuesj-623 204 11 s. s. PROPN cuesj-623 204 12 j. j. PROPN cuesj-623 204 13 aziz aziz PROPN cuesj-623 204 14 . . PROPN cuesj-623 204 15 apply apply VERB cuesj-623 204 16 binary binary ADJ cuesj-623 204 17 logistic logistic ADJ cuesj-623 204 18 regression regression NOUN cuesj-623 204 19 model model NOUN cuesj-623 204 20 to to PART cuesj-623 204 21 recognize recognize VERB cuesj-623 204 22 the the DET cuesj-623 204 23 risk risk NOUN cuesj-623 204 24 factors factor NOUN cuesj-623 204 25 of of ADP cuesj-623 204 26 diabetes diabetes NOUN cuesj-623 204 27 through through ADP cuesj-623 204 28 measuring measure VERB cuesj-623 204 29 glycated glycate VERB cuesj-623 204 30 hemoglobin hemoglobin NOUN cuesj-623 204 31 levels level NOUN cuesj-623 204 32 . . PUNCT cuesj-623 205 1 cihan cihan VERB cuesj-623 205 2 university university NOUN cuesj-623 205 3 - - PUNCT cuesj-623 205 4 erbil erbil PROPN cuesj-623 205 5 scientific scientific ADJ cuesj-623 205 6 journal journal NOUN cuesj-623 205 7 , , PUNCT cuesj-623 205 8 vol vol NOUN cuesj-623 205 9 . . PROPN cuesj-623 205 10 6 6 NUM cuesj-623 205 11 , , PUNCT cuesj-623 205 12 no no INTJ cuesj-623 205 13 . . NOUN cuesj-623 205 14 1 1 NUM cuesj-623 205 15 , , PUNCT cuesj-623 205 16 pp pp ADJ cuesj-623 205 17 . . PUNCT cuesj-623 206 1 1 1 NUM cuesj-623 206 2 - - SYM cuesj-623 206 3 7 7 NUM cuesj-623 206 4 , , PUNCT cuesj-623 206 5 2022 2022 NUM cuesj-623 206 6 . . PUNCT cuesj-623 206 7 table table NOUN cuesj-623 206 8 6 6 NUM cuesj-623 206 9 : : PUNCT cuesj-623 206 10 log log NOUN cuesj-623 206 11 - - PUNCT cuesj-623 206 12 likelihood likelihood NOUN cuesj-623 206 13 value value NOUN cuesj-623 206 14 of of ADP cuesj-623 206 15 the the DET cuesj-623 206 16 full full ADJ cuesj-623 206 17 model model NOUN cuesj-623 206 18 and and CCONJ cuesj-623 206 19 reduced reduced ADJ cuesj-623 206 20 model model NOUN cuesj-623 206 21 models model NOUN cuesj-623 206 22 chi chi ADJ cuesj-623 206 23 - - PUNCT cuesj-623 206 24 square square ADJ cuesj-623 206 25 full full ADJ cuesj-623 206 26 model model NOUN cuesj-623 206 27 log log NOUN cuesj-623 206 28 - - PUNCT cuesj-623 206 29 likelihood likelihood NOUN cuesj-623 206 30 75.798 75.798 NUM cuesj-623 206 31 reduced reduced ADJ cuesj-623 206 32 model model NOUN cuesj-623 206 33 ( ( PUNCT cuesj-623 206 34 constant constant ADJ cuesj-623 206 35 only only ADV cuesj-623 206 36 ) ) PUNCT cuesj-623 206 37 log log NOUN cuesj-623 206 38 - - PUNCT cuesj-623 206 39 likelihood likelihood NOUN cuesj-623 206 40 143.829 143.829 NUM cuesj-623 206 41 −2 −2 NOUN cuesj-623 206 42 log log NOUN cuesj-623 206 43 likelihood likelihood NOUN cuesj-623 206 44 67.871 67.871 NUM cuesj-623 206 45 p p NUM cuesj-623 206 46 - - PUNCT cuesj-623 206 47 value value NOUN cuesj-623 206 48 0.000 0.000 NUM cuesj-623 206 49 table table NOUN cuesj-623 206 50 7 7 NUM cuesj-623 206 51 : : PUNCT cuesj-623 206 52 goodness goodness NOUN cuesj-623 206 53 of of ADP cuesj-623 206 54 fit fit ADJ cuesj-623 206 55 output output NOUN cuesj-623 206 56 for for ADP cuesj-623 206 57 the the DET cuesj-623 206 58 full full ADJ cuesj-623 206 59 model model NOUN cuesj-623 206 60 statistic statistic NOUN cuesj-623 206 61 value value NOUN cuesj-623 206 62 df df PROPN cuesj-623 206 63 p p ADJ cuesj-623 206 64 - - PUNCT cuesj-623 206 65 value value NOUN cuesj-623 206 66 hosmer hosmer NOUN cuesj-623 206 67 and and CCONJ cuesj-623 206 68 lemeshow lemeshow VERB cuesj-623 206 69 14.337 14.337 NUM cuesj-623 206 70 8 8 NUM cuesj-623 206 71 0.073 0.073 NUM cuesj-623 206 72 nagelkerke nagelkerke NOUN cuesj-623 206 73 r r PROPN cuesj-623 206 74 square square NOUN cuesj-623 206 75 0.808 0.808 NUM cuesj-623 206 76 cox cox PROPN cuesj-623 206 77 and and CCONJ cuesj-623 206 78 snell snell PROPN cuesj-623 206 79 r r PROPN cuesj-623 206 80 square square NOUN cuesj-623 206 81 0.593 0.593 NUM