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27_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Observation of neck region sid:298378000 298397000[count>10] 0.004 0.051 [0.007, 0.367] 1.0 3182.0 635.0 98.0 0.422
1 Diagnosis:Disorder of neck sid:118939000 186414001[count>10] 0.003 0.057 [0.008, 0.410] 1.0 3238.0 579.0 98.0 0.429
2 Diagnosis:Disorder of thyroid gland (disorder) sid:14304000 190309006[count>0] 0.003 0.244 [0.118, 0.504] 8.0 2806.0 1011.0 91.0 0.408
3 Diagnosis:Globe observation sid:246915008 246916009[count>0] 0.003 0.111 [0.027, 0.450] 2.0 3217.0 600.0 97.0 0.432
4 Diagnosis:Hypothyroidism (disorder) sid:40930008 190268003[count>2] 0.002 0.159 [0.050, 0.504] 3.0 3191.0 626.0 96.0 0.433
5 Diagnosis:Hypothyroidism, unspecified E03.9[count>2] 0.002 0.055 [0.008, 0.394] 1.0 3218.0 599.0 98.0 0.427
6 Diagnosis:System disorder of the nervous system sid:230226000 230244008[count>2] 0.002 3.415 [2.127, 5.483] 24.0 3490.0 327.0 75.0 0.578
7 Diagnosis:Hypothyroidism, unspecified E03.9[count>0] 0.002 0.169 [0.062, 0.460] 4.0 3054.0 763.0 95.0 0.420
8 Diagnosis:Ocular structure sid:371398005 181142009[count>0] 0.002 0.185 [0.068, 0.504] 4.0 3108.0 709.0 95.0 0.427
9 Diagnosis:Swelling or edema (finding) sid:248477007 248478002[count>2] 0.002 0.082 [0.011, 0.592] 1.0 3396.0 421.0 98.0 0.450
10 Diagnosis:Edema (finding) sid:267038008 248499004[count>2] 0.002 0.173 [0.055, 0.547] 3.0 3232.0 585.0 96.0 0.439
11 Diagnosis:Structure of free lower limb sid:699617006 68367000[count>0] 0.002 0.370 [0.228, 0.602] 21.0 2210.0 1607.0 78.0 0.396
12 Diagnosis:Edema - lesion sid:79654002 103619005[count>0] 0.002 0.298 [0.149, 0.593] 9.0 2857.0 960.0 90.0 0.420
13 Diagnosis:Localized edema R60.0[count>2] 0.002 0.139 [0.034, 0.564] 2.0 3323.0 494.0 97.0 0.445
14 Diagnosis:Dangerous and harmful thoughts (finding) sid:285261008 285262001[count>2] 0.002 8.465 [4.159, 17.231] 10.0 3767.0 50.0 89.0 0.544
15 Diagnosis:Disorder of neck sid:118939000 186414001[count>0] 0.002 0.371 [0.224, 0.615] 19.0 2328.0 1489.0 80.0 0.401
16 Diagnosis:Red blood cell count abnormal sid:165427000 165423001[count>10] 0.002 2.673 [1.724, 4.143] 30.0 3283.0 534.0 69.0 0.582
17 Diagnosis:Disorder of eye proper sid:371405004 232133000[count>0] 0.002 0.124 [0.031, 0.506] 2.0 3274.0 543.0 97.0 0.439
18 Diagnosis:Asymptomatic human immunodeficiency virus [HIV] infection status Z21[count>2] 0.002 17.250 [7.726, 38.514] 9.0 3795.0 22.0 90.0 0.543
19 Diagnosis:Disorder of eye sid:371409005 109242000[count>0] 0.002 0.215 [0.079, 0.587] 4.0 3192.0 625.0 95.0 0.438
20 Diagnosis:Red blood cell count (procedure) sid:14089001 165426009[count>10] 0.002 2.673 [1.724, 4.143] 30.0 3283.0 534.0 69.0 0.582
21 Diagnosis:Unspecified fall, initial encounter W19.XXXA[count>0] 0.002 0.079 [0.011, 0.566] 1.0 3379.0 438.0 98.0 0.448
22 Diagnosis:Disorder of free lower limb sid:700012005 128138008[count>0] 0.002 0.385 [0.237, 0.626] 21.0 2246.0 1571.0 78.0 0.400
23 Diagnosis:Disorder of autonomic nervous system (disorder) sid:15241006 230659005[count>0] 0.002 11.562 [5.908, 22.624] 12.0 3772.0 45.0 87.0 0.555
24 Diagnosis:Organic mental disorder (disorder) sid:111479008 106014008[count>2] 0.002 0.201 [0.063, 0.636] 3.0 3303.0 514.0 96.0 0.448
25 Diagnosis:Visual system finding sid:118235002 246812007[count>2] 0.002 0.172 [0.054, 0.543] 3.0 3229.0 588.0 96.0 0.438
26 Diagnosis:Structure of visual system sid:49549006 281831001[count>0] 0.002 0.294 [0.142, 0.609] 8.0 2939.0 878.0 91.0 0.425
27 Diagnosis:Asymptomatic human immunodeficiency virus infection (disorder) sid:91947003 91948008[count>2] 0.002 21.106 [9.231, 48.258] 9.0 3799.0 18.0 90.0 0.543
28 Diagnosis:System disorder of the nervous system sid:230226000 230244008[count>0] 0.001 2.727 [1.724, 4.313] 26.0 3376.0 441.0 73.0 0.574
29 Diagnosis:Edema (finding) sid:267038008 248499004[count>0] 0.001 0.298 [0.150, 0.594] 9.0 2859.0 958.0 90.0 0.420
30 Diagnosis:Disorder of body system (disorder) sid:362965005 283985007[count>0] 0.001 0.090 [0.042, 0.193] 90.0 34.0 3783.0 9.0 0.459
31 Diagnosis:Renal dysfunction sid:236423003 236424009[count>2] 0.001 0.389 [0.202, 0.752] 10.0 2962.0 855.0 89.0 0.439
32 Diagnosis:Suicidal thoughts (finding) sid:6471006 247650009[count>2] 0.001 8.021 [3.815, 16.865] 9.0 3770.0 47.0 90.0 0.539
33 Diagnosis:Current or past (actual) sid:410511007 410512000[count>10] 0.001 4.646 [2.407, 8.967] 11.0 3717.0 100.0 88.0 0.542
34 Diagnosis:Finding of ankle or foot sid:419518009 116315007[count>10] 0.001 0.090 [0.013, 0.650] 1.0 3430.0 387.0 98.0 0.454
35 Diagnosis:Generalized edema R60.1[count>2] 0.001 0.149 [0.037, 0.605] 2.0 3352.0 465.0 97.0 0.449
36 Diagnosis:Visual system finding sid:118235002 246812007[count>0] 0.001 0.317 [0.153, 0.656] 8.0 2989.0 828.0 91.0 0.432
37 Diagnosis:Disorder of vitreous body and/or retina sid:312771007 247097006[count>0] 0.001 0.000 [0.000, 0.000] 0.0 3517.0 300.0 99.0 0.461
38 Diagnosis:Structure of digestive system sid:86762007 278859004[count>0] 0.001 0.480 [0.322, 0.717] 48.0 1290.0 2527.0 51.0 0.411
39 Diagnosis:Disorder by body site sid:123946008 238147009[count>2] 0.001 0.176 [0.095, 0.326] 86.0 99.0 3718.0 13.0 0.447
40 Diagnosis:Disorder of lower leg sid:128137003 202885001[count>0] 0.001 0.277 [0.134, 0.573] 8.0 2898.0 919.0 91.0 0.420
41 Diagnosis:Aspirin therapy sid:717854002 312452009[count>0] 0.001 3.756 [2.238, 6.304] 19.0 3590.0 227.0 80.0 0.566
42 Diagnosis:Structure of eye proper sid:81745001 244486005[count>0] 0.001 0.194 [0.071, 0.530] 4.0 3137.0 680.0 95.0 0.431
43 Diagnosis:Disorder of thyroid gland (disorder) sid:14304000 190309006[count>10] 0.001 0.000 [0.000, 0.000] 0.0 3469.0 348.0 99.0 0.454
44 Diagnosis:Disorder by body site sid:123946008 238147009[count>0] 0.001 0.079 [0.037, 0.172] 90.0 30.0 3787.0 9.0 0.458
45 Diagnosis:Lower urinary tract finding (finding) sid:106100005 249300001[count>0] 0.001 0.449 [0.268, 0.752] 18.0 2554.0 1263.0 81.0 0.425
46 Diagnosis:Disorder of body system (disorder) sid:362965005 283985007[count>2] 0.001 0.209 [0.113, 0.386] 86.0 117.0 3700.0 13.0 0.450
47 Diagnosis:Disorder of nerve root and/or plexus (disorder) sid:609612001 2231001[count>0] 0.001 0.167 [0.041, 0.679] 2.0 3397.0 420.0 97.0 0.455
48 Diagnosis:Hematopoietic system finding (finding) sid:106200001 102278006[count>10] 0.001 2.551 [1.659, 3.921] 32.0 3215.0 602.0 67.0 0.583
49 Diagnosis:Urinary system disorder sid:128606002 231860006[count>2] 0.001 0.495 [0.313, 0.783] 25.0 2269.0 1548.0 74.0 0.423
50 Diagnosis:Visual system disorder (disorder) sid:128127008 127329003[count>2] 0.001 0.192 [0.061, 0.607] 3.0 3282.0 535.0 96.0 0.445
51 Diagnosis:Edema - lesion sid:79654002 103619005[count>2] 0.001 0.172 [0.054, 0.543] 3.0 3229.0 588.0 96.0 0.438
52 Diagnosis:Tobacco use and exposure (observable entity) sid:229819007 228489002[count>0] 0.001 2.439 [1.635, 3.640] 49.0 2723.0 1094.0 50.0 0.604
53 Diagnosis:Progressive supranuclear ophthalmoplegia [Steele-Richardson-Olszewski] G23.1[count>2] 0.001 26.326 [9.980, 69.443] 7.0 3806.0 11.0 92.0 0.534
54 Lab:Immature granulocytes/100 leukocytes in Blood 38518-7[normedValue_sd_between_-0.5,0.5] 0.001 5.127 [2.716, 9.678] 12.0 3717.0 100.0 87.0 0.548
55 Diagnosis:Disorder of lower leg sid:128137003 202885001[count>2] 0.001 0.173 [0.055, 0.548] 3.0 3233.0 584.0 96.0 0.439
56 Diagnosis:Sideropenic dysphagia D50.1[count>0] 0.001 10.099 [4.911, 20.768] 10.0 3775.0 42.0 89.0 0.545
57 Diagnosis:Choroidal and/or retinal structures sid:303295006 5665001[count>0] 0.001 0.000 [0.000, 0.000] 0.0 3531.0 286.0 99.0 0.463
58 Diagnosis:Progressive supranuclear ophthalmoplegia [Steele-Richardson-Olszewski] G23.1[count>0] 0.001 13.754 [5.704, 33.161] 7.0 3796.0 21.0 92.0 0.533
59 Diagnosis:Finding of head and neck region (finding) sid:118254002 298378000[count>0] 0.001 0.417 [0.265, 0.655] 72.0 516.0 3301.0 27.0 0.431