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39_weights_forecast.md

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index variable beta coef unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Disorder of inner ear (disorder) sid:232297009 232310008[count>0] 3.635 27.833 [14.871, 52.094] 12.0 1631138.0 13269.0 53.0 0.588
1 Diagnosis:Elbow sprain sid:263128001 16282000[count>0] 3.360 187.077 [45.553, 768.285] 2.0 1644128.0 279.0 63.0 0.515
2 demographics_GENDER_Female -3.145 0.026 [0.008, 0.083] 3.0 575697.0 1068710.0 62.0 0.198
3 ProcedureCPT:180 Other CT scan 0144T[count>0] 2.862 8.248 [2.018, 33.715] 2.0 1638102.0 6305.0 63.0 0.513
4 Diagnosis:Other sprain of left elbow, initial encounter S53.492A[count>0] 2.656 163.615 [39.865, 671.521] 2.0 1644088.0 319.0 63.0 0.515
5 Diagnosis:Meniere's disease, right ear H81.01[count>0] 2.632 235.124 [111.885, 494.107] 8.0 1643426.0 981.0 57.0 0.561
6 Lab:Testosterone Free [Mass/volume] in Serum or Plasma 2991-8[normedValue_sd_between_0.5,1] 2.100 113.208 [27.619, 464.025] 2.0 1643946.0 461.0 63.0 0.515
7 Diagnosis:Unspecified sensorineural hearing loss H90.5[count>0] 2.097 19.133 [8.731, 41.925] 7.0 1634099.0 10308.0 58.0 0.551
8 Diagnosis:Lesion of joint (finding) sid:298149009 314108007[count>0] 1.841 3.744 [2.072, 6.763] 14.0 1532072.0 112335.0 51.0 0.574
9 Diagnosis:Atherosclerosis (morphologic abnormality) sid:38716007 10273003[count>0] 1.822 6.730 [3.909, 11.588] 18.0 1555874.0 88533.0 47.0 0.612
10 Diagnosis:Malignant neoplasm sid:363346000 255056009[count>2] 1.810 4.928 [2.964, 8.194] 23.0 1479949.0 164458.0 42.0 0.627
11 Diagnosis:Chronic nociceptive pain sid:735644008 762452003[count>0] 1.799 11.630 [5.021, 26.941] 6.0 1630153.0 14254.0 59.0 0.542
12 Diagnosis:Healed coronary sid:1755008 233839009[count>0] 1.799 36.235 [18.465, 71.106] 10.0 1636197.0 8210.0 55.0 0.574
13 Diagnosis:Cancer of prostate sid:399068003 93974005[count>2] 1.771 27.195 [14.806, 49.950] 13.0 1629428.0 14979.0 52.0 0.595
14 Diagnosis:Rheumatic pain sid:279069000 279062009[count>0] 1.518 1.855 [1.027, 3.350] 14.0 1432382.0 212025.0 51.0 0.543
15 Diagnosis:Malignant neoplasm of digestive system sid:448675008 271323007[count>0] 1.499 13.085 [5.972, 28.670] 7.0 1629378.0 15029.0 58.0 0.549
16 Diagnosis:Healed infarct (morphologic abnormality) sid:71911007 32574007[count>0] 1.455 36.235 [18.465, 71.106] 10.0 1636197.0 8210.0 55.0 0.574
17 Diagnosis:Abnormal (qualifier value) sid:263654008 12380008[count>0] -1.367 0.214 [0.052, 0.876] 2.0 1432225.0 212182.0 63.0 0.451
18 Diagnosis:Meniere's disease, bilateral H81.03[count>0] 1.358 236.087 [112.342, 496.136] 8.0 1643430.0 977.0 57.0 0.561
19 Diagnosis:Disorder of the genitourinary system sid:42030000 175176000[count>10] 1.184 7.467 [4.133, 13.489] 14.0 1586095.0 58312.0 51.0 0.590
20 Diagnosis:Structure of haematological system sid:414387006 281833003[count>2] 1.173 12.571 [5.047, 31.309] 5.0 1633578.0 10829.0 60.0 0.535
21 Diagnosis:Obesity, unspecified E66.9[count>0] 1.163 3.532 [1.747, 7.140] 9.0 1572839.0 71568.0 56.0 0.547
22 Diagnosis:Observation of bone of spine sid:298385001 281459007[count>0] 1.107 2.890 [0.907, 9.206] 3.0 1617326.0 27081.0 62.0 0.515
23 Diagnosis:Acute leukemia of unspecified cell type not having achieved remission C95.00[count>0] 1.004 324.213 [78.665, 1336.229] 2.0 1644246.0 161.0 63.0 0.515
24 Diagnosis:Disorder of nervous system sid:118940003 10629009[count>0] -0.997 0.486 [0.195, 1.210] 5.0 1403617.0 240790.0 60.0 0.465
25 Diagnosis:Inflammation of specific body organs (disorder) sid:363169009 236781003[count>0] -0.961 0.474 [0.226, 0.994] 8.0 1268748.0 375659.0 57.0 0.447
26 Diagnosis:Disorder of trunk sid:128121009 280133005[count>0] -0.893 1.196 [0.735, 1.946] 34.0 857801.0 786606.0 31.0 0.522
27 Lab:Cholesterol [Mass/volume] in Serum or Plasma 2093-3[normedValue_sd_between_-1,-0.5] 0.852 5.644 [1.771, 17.981] 3.0 1630428.0 13979.0 62.0 0.519
28 Diagnosis:Situation with explicit context sid:243796009 33993005[count>0] -0.805 1.480 [0.894, 2.449] 24.0 1178245.0 466162.0 41.0 0.543
29 Diagnosis:Hematologic neoplasm (disorder) sid:129154003 414823004[count>2] 0.794 12.571 [5.047, 31.309] 5.0 1633578.0 10829.0 60.0 0.535
30 Diagnosis:Pain in limb (finding) sid:90834002 102556003[count>0] -0.787 0.691 [0.315, 1.514] 7.0 1399875.0 244532.0 58.0 0.479
31 Diagnosis:Administrative statuses (finding) sid:307824009 185391001[count>0] -0.777 0.452 [0.267, 0.766] 20.0 829216.0 815191.0 45.0 0.406
32 Lab:Protein [Mass/volume] in Serum or Plasma 2885-2[normedValue_sd_between_-3,-1] 0.766 3.495 [1.097, 11.135] 3.0 1621953.0 22454.0 62.0 0.516
33 Diagnosis:Observation of body mass index sid:301331008 35425004[count>0] 0.749 4.709 [2.149, 10.317] 7.0 1603315.0 41092.0 58.0 0.541
34 Diagnosis:Finding of cellular component of blood sid:414253004 250228007[count>0] 0.741 6.066 [2.206, 16.684] 4.0 1626821.0 17586.0 61.0 0.525
35 Diagnosis:Clinical history and observations sid:250171008 105499002[count>10] -0.711 0.970 [0.419, 2.246] 6.0 1488318.0 156089.0 59.0 0.499
36 Diagnosis:Disorder of bone, unspecified M89.9[count>0] 0.628 3.426 [1.479, 7.935] 6.0 1596999.0 47408.0 59.0 0.532
37 Diagnosis:Pain in thoracic spine M54.6[count>0] 0.602 5.026 [1.230, 20.544] 2.0 1634086.0 10321.0 63.0 0.512
38 Diagnosis:Diabetes mellitus (disorder) sid:73211009 111552007[count>0] -0.598 1.163 [0.502, 2.694] 6.0 1512193.0 132214.0 59.0 0.506
39 Diagnosis:Observation of sensation of joint sid:298249004 250119000[count>2] -0.571 0.249 [0.035, 1.796] 1.0 1547370.0 97037.0 64.0 0.478
40 Diagnosis:Quetelet index sid:60621009 248358009[count>0] 0.565 4.709 [2.149, 10.317] 7.0 1603315.0 41092.0 58.0 0.541
41 Diagnosis:Arm sid:53120007 182245002[count>2] -0.563 0.000 [0.000, 0.000] 0.0 1544389.0 100018.0 65.0 0.470
42 Diagnosis:Disorder of musculoskeletal system (disorder) sid:928000 105606008[count>0] 0.558 1.517 [0.917, 2.511] 24.0 1186629.0 457778.0 41.0 0.545
43 Diagnosis:Sudden onset AND/OR short duration sid:424124008 255212004[count>2] -0.550 0.000 [0.000, 0.000] 0.0 1533910.0 110497.0 65.0 0.466
44 Diagnosis:Gastrointestinal tract observation sid:386618008 161536006[count>0] -0.524 1.250 [0.681, 2.296] 13.0 1370357.0 274050.0 52.0 0.517
45 Diagnosis:Malignant tumor of male genital organ (disorder) sid:363515000 93885006[count>10] 0.510 69.755 [34.480, 141.116] 9.0 1640627.0 3780.0 56.0 0.568
46 Diagnosis:Disease (disorder) sid:64572001 173300003[count>2] -0.468 1.937 [1.055, 3.557] 52.0 536461.0 1107946.0 13.0 0.563
47 Lab:Sodium [Moles/volume] in Serum or Plasma 2951-2[normedValue_sd_between_0.5,1] 0.468 3.479 [1.092, 11.082] 3.0 1621847.0 22560.0 62.0 0.516
48 Diagnosis:Arteriosclerosis (morphologic abnormality) sid:28960008 233956002[count>2] -0.432 1.239 [0.451, 3.408] 4.0 1561770.0 82637.0 61.0 0.506
49 Diagnosis:Other meniscus derangements, posterior horn of medial meniscus, unspecified knee M23.329[count>2] 0.418 121.092 [43.939, 333.720] 4.0 1643517.0 890.0 61.0 0.530
50 Diagnosis:Malignant neoplasm of prostate C61[count>10] 0.380 69.755 [34.480, 141.116] 9.0 1640627.0 3780.0 56.0 0.568
51 demographics_ETHNICITY_Unknown 0.360 2.561 [1.169, 5.611] 7.0 1570402.0 74005.0 58.0 0.531
52 Diagnosis:Disorder of extremity sid:128605003 280134004[count>10] -0.345 0.000 [0.000, 0.000] 0.0 1559157.0 85250.0 65.0 0.474
53 Diagnosis:Disorder of pharynx (disorder) sid:75860007 232408005[count>0] 0.343 3.849 [1.757, 8.432] 7.0 1594410.0 49997.0 58.0 0.539
54 Diagnosis:Spondyloarthropathy sid:372109003 240220009[count>0] 0.311 2.817 [1.473, 5.388] 11.0 1533528.0 110879.0 54.0 0.551
55 demographics_age[between_50_and_60] 0.289 2.009 [1.202, 3.358] 22.0 1310635.0 333772.0 43.0 0.568
56 Diagnosis:Viscus structure finding sid:406123005 301230006[count>2] -0.276 1.033 [0.600, 1.779] 18.0 1199742.0 444665.0 47.0 0.503
57 Lab:Erythrocyte distribution width [Ratio] by Automated count 788-0[normedValue_sd_between_-0.5,0.5] 0.269 2.071 [1.025, 4.187] 9.0 1526000.0 118407.0 56.0 0.533
58 Diagnosis:Soft tissue disorder sid:19660004 238981002[count>10] -0.267 0.349 [0.086, 1.428] 2.0 1507455.0 136952.0 63.0 0.474
59 Diagnosis:Disorder characterized by pain sid:373673007 230461009[count>0] 0.267 2.120 [1.012, 4.444] 8.0 1542323.0 102084.0 57.0 0.530