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7_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:History of artificial organ or tissue (situation) sid:161674009 161675005[count>2] 0.005 17.136 [4.678, 62.771] 10.0 1131.0 220.0 3.0 0.803
1 Diagnosis:Past history of procedure (situation) sid:416940007 161615003[count>2] 0.004 0.000 [0.000, 0.000] 13.0 727.0 624.0 0.0 0.769
2 Diagnosis:Edema (finding) sid:267038008 248499004[count>0] 0.004 13.850 [3.056, 62.778] 11.0 967.0 384.0 2.0 0.781
3 Diagnosis:Implantation (procedure) sid:71861002 116369009[count>2] 0.004 16.354 [3.607, 74.155] 11.0 1011.0 340.0 2.0 0.797
4 Diagnosis:Implantation (procedure) sid:71861002 116369009[count>0] 0.004 21.086 [2.733, 162.657] 12.0 861.0 490.0 1.0 0.780
5 Diagnosis:Abnormal gait (finding) sid:22325002 11172006[count>0] 0.003 8.068 [2.208, 29.471] 10.0 956.0 395.0 3.0 0.738
6 Diagnosis:History of artificial organ or tissue (situation) sid:161674009 161675005[count>0] 0.003 22.330 [4.920, 101.344] 11.0 1084.0 267.0 2.0 0.824
7 Diagnosis:Operative procedure sid:387713003 103708000[count>2] 0.003 0.000 [0.000, 0.000] 13.0 666.0 685.0 0.0 0.746
8 Diagnosis:Introduction (procedure) sid:107733003 236912008[count>2] 0.003 19.851 [2.573, 153.122] 12.0 842.0 509.0 1.0 0.773
9 ProcedureCPT:Other diagnostic procedures on lung and bronchus ccs group 38 32095[count>0] 0.003 21.849 [7.088, 67.350] 6.0 1300.0 51.0 7.0 0.712
10 Diagnosis:Introduction (procedure) sid:107733003 236912008[count>0] 0.003 0.000 [0.000, 0.000] 13.0 606.0 745.0 0.0 0.724
11 Diagnosis:Introduction - action (qualifier value) sid:129325002 257867005[count>2] 0.003 19.851 [2.573, 153.122] 12.0 842.0 509.0 1.0 0.773
12 Diagnosis:Procedure on organ (procedure) sid:118717007 229931005[count>2] 0.003 0.000 [0.000, 0.000] 13.0 700.0 651.0 0.0 0.759
13 Diagnosis:Done sid:385658003 398166005[count>2] 0.002 0.000 [0.000, 0.000] 13.0 713.0 638.0 0.0 0.764
14 Diagnosis:Edema - lesion sid:79654002 103619005[count>0] 0.002 13.850 [3.056, 62.778] 11.0 967.0 384.0 2.0 0.781
15 Diagnosis:Procedure by site (procedure) sid:362958002 118664000[count>2] 0.002 0.000 [0.000, 0.000] 13.0 650.0 701.0 0.0 0.741
16 Diagnosis:History of surgery sid:161615003 161617006[count>0] 0.002 0.000 [0.000, 0.000] 13.0 605.0 746.0 0.0 0.724
17 Diagnosis:Device (physical object) sid:49062001 105809003[count>0] 0.002 0.000 [0.000, 0.000] 13.0 671.0 680.0 0.0 0.748
18 Diagnosis:History of surgery sid:161615003 161617006[count>2] 0.002 0.000 [0.000, 0.000] 13.0 785.0 566.0 0.0 0.791
19 Diagnosis:Procedure on body system (procedure) sid:118664000 284366008[count>2] 0.002 0.000 [0.000, 0.000] 13.0 693.0 658.0 0.0 0.756
20 Diagnosis:Chronic disease of genitourinary system (disorder) sid:128290005 10194007[count>0] 0.002 0.000 [0.000, 0.000] 13.0 595.0 756.0 0.0 0.720
21 Diagnosis:Implantation - action (qualifier value) sid:129336009 10311005[count>10] 0.002 19.041 [6.249, 58.016] 7.0 1273.0 78.0 6.0 0.740
22 Diagnosis:Done sid:385658003 398166005[count>0] 0.002 0.000 [0.000, 0.000] 13.0 532.0 819.0 0.0 0.697
23 Diagnosis:Placement of implant sid:257867005 225108002[count>0] 0.002 19.976 [2.590, 154.092] 12.0 844.0 507.0 1.0 0.774
24 Diagnosis:Pump, device sid:44668000 360058005[count>10] 0.002 54.141 [14.480, 202.440] 4.0 1340.0 11.0 9.0 0.650
25 ProcedureCPT:38 Other diagnostic procedures on lung and bronchus 32095[count>0] 0.002 40.500 [12.787, 128.278] 6.0 1323.0 28.0 7.0 0.720
26 Diagnosis:High blood cholesterol/triglycerides sid:370992007 761000119102[count>0] 0.002 12.929 [4.250, 39.331] 6.0 1267.0 84.0 7.0 0.700
27 Diagnosis:Procedure categorised by device involved sid:363691001 241014008[count>10] 0.002 9.658 [3.127, 29.832] 8.0 1159.0 192.0 5.0 0.737
28 Diagnosis:Implantation (procedure) sid:71861002 116369009[count>10] 0.002 10.596 [3.510, 31.989] 7.0 1217.0 134.0 6.0 0.720
29 Diagnosis:Retroperitoneal compartment structure sid:82849001 243984005[count>2] 0.002 0.000 [0.000, 0.000] 13.0 507.0 844.0 0.0 0.688
30 Diagnosis:Introduction - action (qualifier value) sid:129325002 257867005[count>0] 0.002 0.000 [0.000, 0.000] 13.0 606.0 745.0 0.0 0.724
31 Diagnosis:Finding related to ability to perform gross motor function (finding) sid:364832000 228147004[count>0] 0.002 7.814 [2.139, 28.541] 10.0 947.0 404.0 3.0 0.735
32 Lab:Monocytes [#/volume] in Blood 26484-6[normedValue_sd_between_-0.5,0.5] 0.002 0.000 [0.000, 0.000] 0.0 912.0 439.0 13.0 0.338
33 Diagnosis:Red blood cell count (procedure) sid:14089001 165426009[count>2] 0.002 7.164 [1.962, 26.164] 10.0 922.0 429.0 3.0 0.726
34 Diagnosis:Placement of implant sid:257867005 225108002[count>10] 0.002 7.738 [2.571, 23.290] 7.0 1174.0 177.0 6.0 0.704
35 Diagnosis:Surgical procedure atom sid:129284003 257878002[count>2] 0.002 0.000 [0.000, 0.000] 13.0 686.0 665.0 0.0 0.754
36 Diagnosis:Placement of implant sid:257867005 225108002[count>2] 0.002 13.952 [3.078, 63.238] 11.0 969.0 382.0 2.0 0.782
37 Diagnosis:Insertion of therapeutic device (procedure) sid:68972003 20554002[count>10] 0.002 24.876 [8.034, 77.024] 6.0 1306.0 45.0 7.0 0.714
38 Diagnosis:Done sid:385658003 398166005[count>10] 0.002 6.851 [2.096, 22.392] 9.0 1017.0 334.0 4.0 0.723
39 Diagnosis:Mental state finding (finding) sid:36456004 106126000[count>0] 0.002 8.214 [2.248, 30.006] 10.0 961.0 390.0 3.0 0.740
40 Diagnosis:Neoplasm and/or hamartoma sid:400177003 108369006[count>2] 0.002 0.000 [0.000, 0.000] 0.0 992.0 359.0 13.0 0.367
41 ProcedureCPT:38 Other diagnostic procedures on lung and bronchus 32095[count>2] 0.002 41.594 [12.510, 138.297] 5.0 1331.0 20.0 8.0 0.685
42 Diagnosis:Upper urinary system sid:304582006 236591007[count>2] 0.002 0.000 [0.000, 0.000] 13.0 544.0 807.0 0.0 0.701
43 Diagnosis:Hemoglobinuria due to hemolysis from other external causes D59.6[count>0] 0.002 600.000 [60.925, 5908.921] 4.0 1350.0 1.0 9.0 0.653
44 ProcedureCPT:227 "Other diagnostic procedures (interview 0188T[count>2] 0.002 6.778 [2.199, 20.891] 8.0 1093.0 258.0 5.0 0.712
45 Diagnosis:Edema, unspecified R60.9[count>0] 0.002 5.678 [1.844, 17.486] 8.0 1054.0 297.0 5.0 0.698
46 Diagnosis:Other specified symptoms and signs involving the circulatory and respiratory systems R09.89[count>0] 0.002 0.000 [0.000, 0.000] 0.0 927.0 424.0 13.0 0.343
47 Diagnosis:Swellings and lumps sid:276438008 248477007[count>0] 0.002 5.932 [1.926, 18.270] 8.0 1064.0 287.0 5.0 0.701
48 Diagnosis:Procedure categorised by device involved sid:363691001 241014008[count>2] 0.002 10.795 [2.383, 48.909] 11.0 895.0 456.0 2.0 0.754
49 Diagnosis:History of hip surgery sid:428615006 698453009[count>2] 0.002 10.958 [2.892, 41.518] 3.0 1315.0 36.0 10.0 0.602
50 Diagnosis:Disorder of kidney and/or ureter sid:443820000 236591007[count>2] 0.002 0.000 [0.000, 0.000] 13.0 544.0 807.0 0.0 0.701
51 Diagnosis:Chronic gout due to renal impairment, left wrist, without tophus (tophi) M1A.3320[count>0] 0.002 26.720 [6.676, 106.952] 3.0 1336.0 15.0 10.0 0.610
52 Diagnosis:Biomedical device (physical object) sid:63653004 105785002[count>10] 0.002 24.317 [7.860, 75.231] 6.0 1305.0 46.0 7.0 0.714
53 Diagnosis:UTI - Urinary tract infection sid:68566005 236706006[count>0] 0.002 5.760 [1.914, 17.338] 6.0 1176.0 175.0 7.0 0.666
54 Diagnosis:Disorder of retroperitoneal compartment sid:734045002 16409009[count>2] 0.002 0.000 [0.000, 0.000] 13.0 510.0 841.0 0.0 0.689
55 Diagnosis:Anemia, unspecified D64.9[count>0] 0.002 7.897 [2.162, 28.846] 10.0 950.0 401.0 3.0 0.736
56 Diagnosis:Observation of walking sid:116329008 102567002[count>0] 0.002 8.039 [2.201, 29.365] 10.0 955.0 396.0 3.0 0.738
57 Diagnosis:Insertion of therapeutic device (procedure) sid:68972003 20554002[count>2] 0.002 11.753 [3.888, 35.527] 7.0 1229.0 122.0 6.0 0.724
58 Diagnosis:Unsteadiness on feet R26.81[count>0] 0.002 8.214 [2.248, 30.006] 10.0 961.0 390.0 3.0 0.740
59 Diagnosis:Operative procedure sid:387713003 103708000[count>0] 0.002 0.000 [0.000, 0.000] 13.0 489.0 862.0 0.0 0.681