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51_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Acute nervous system disorder (disorder) sid:127341005 109902004[count>0] 0.002 0.135 [0.034, 0.543] 2.0 18035.0 547.0 488.0 0.487
1 Diagnosis:Intermittent cerebral ischaemia sid:266257000 230716006[count>0] 0.002 0.156 [0.050, 0.488] 3.0 17878.0 704.0 487.0 0.484
2 Diagnosis:Arthropathy, unspecified M12.9[count>2] 0.002 0.205 [0.076, 0.549] 4.0 17864.0 718.0 486.0 0.485
3 Diagnosis:Hypermetropia, right eye H52.01[count>0] 0.002 42.993 [17.391, 106.287] 10.0 18573.0 9.0 480.0 0.510
4 Diagnosis:Other biotin-dependent carboxylase deficiency D81.818[count>0] 0.002 0.400 [0.230, 0.697] 13.0 17398.0 1184.0 477.0 0.481
5 Diagnosis:Hypermetropia, left eye H52.02[count>0] 0.002 42.993 [17.391, 106.287] 10.0 18573.0 9.0 480.0 0.510
6 Diagnosis:Observation of artificial lens sid:301957003 309523001[count>0] 0.002 12.454 [6.915, 22.429] 15.0 18535.0 47.0 475.0 0.514
7 Diagnosis:Hearing disorder (disorder) sid:128540005 15188001[count>10] 0.001 4.675 [2.976, 7.342] 22.0 18397.0 185.0 468.0 0.517
8 Diagnosis:Hearing loss (disorder) sid:15188001 247307005[count>10] 0.001 4.753 [3.025, 7.467] 22.0 18400.0 182.0 468.0 0.518
9 Diagnosis:CKD stage 3 sid:433144002 731000119105[count>2] 0.001 2.428 [1.727, 3.412] 38.0 17960.0 622.0 452.0 0.522
10 Diagnosis:Disorder of retroperitoneal compartment sid:734045002 16409009[count>10] 0.001 1.939 [1.477, 2.545] 62.0 17290.0 1292.0 428.0 0.529
11 ProcedureCPT:Office/outpatient visit new 99204[count>0] 0.001 2.463 [1.693, 3.581] 31.0 18086.0 496.0 459.0 0.518
12 Diagnosis:Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits Z86.73[count>0] 0.001 0.133 [0.033, 0.533] 2.0 18025.0 557.0 488.0 0.487
13 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>0] 0.001 1.451 [1.212, 1.736] 257.0 10556.0 8026.0 233.0 0.546
14 Diagnosis:Occlusion and stenosis of unspecified carotid artery I65.29[count>0] 0.001 0.237 [0.088, 0.636] 4.0 17958.0 624.0 486.0 0.487
15 Lab:Platelet mean volume [Entitic volume] in Blood 28542-9[normedValue_sd_between_0.5,1] 0.001 0.478 [0.285, 0.802] 15.0 17431.0 1151.0 475.0 0.484
16 Diagnosis:Closed wound sid:125194009 20946005[count>10] 0.001 3.448 [2.318, 5.129] 28.0 18261.0 321.0 462.0 0.520
17 Diagnosis:Contusion (morphologic abnormality) sid:37808005 25257007[count>2] 0.001 0.080 [0.011, 0.567] 1.0 18116.0 466.0 489.0 0.488
18 Diagnosis:Deficiency of vitamin B sid:47903000 190634004[count>0] 0.001 0.407 [0.239, 0.695] 14.0 17330.0 1252.0 476.0 0.481
19 Diagnosis:Artificial lens present (finding) sid:309523001 11673671000119102[count>0] 0.001 13.660 [7.214, 25.865] 13.0 18545.0 37.0 477.0 0.512
20 Diagnosis:Disorder of musculoskeletal system (disorder) sid:928000 105606008[count>0] 0.001 0.688 [0.569, 0.831] 320.0 4973.0 13609.0 170.0 0.460
21 Diagnosis:Wound observation sid:225552003 225551005[count>10] 0.001 2.314 [1.618, 3.311] 34.0 18002.0 580.0 456.0 0.519
22 ProcedureCPT:Office/outpatient visit est 99214[count>0] 0.001 1.805 [1.392, 2.340] 69.0 17035.0 1547.0 421.0 0.529
23 ProcedureCPT:220 Ophthalmologic and otologic diagnosis and treatment 0208T[count>0] 0.001 2.182 [1.526, 3.120] 34.0 17968.0 614.0 456.0 0.518
24 Diagnosis:Exuberant granulation tissue sid:31825002 14800001[count>10] 0.001 44.043 [15.907, 121.946] 8.0 18575.0 7.0 482.0 0.508
25 ProcedureCPT:Computerized axial tomography (CT) scan head ccs group 177 70450[count>2] 0.001 0.246 [0.102, 0.595] 5.0 17834.0 748.0 485.0 0.485
26 Diagnosis:Hearing, function sid:47078008 128542002[count>10] 0.001 3.433 [2.199, 5.359] 22.0 18331.0 251.0 468.0 0.516
27 ProcedureCPT:227 "Other diagnostic procedures (interview 0188T[count>0] 0.001 1.549 [1.295, 1.854] 241.0 11437.0 7145.0 249.0 0.554
28 Diagnosis:Fracture of bone (disorder) sid:125605004 268029009[count>10] 0.001 2.580 [1.773, 3.754] 31.0 18108.0 474.0 459.0 0.519
29 Diagnosis:Burping (finding) sid:271834000 162077000[count>2] 0.001 0.000 [0.000, 0.000] 0.0 18246.0 336.0 490.0 0.491
30 Diagnosis:Insomnia, unspecified G47.00[count>0] 0.001 0.402 [0.226, 0.716] 12.0 17491.0 1091.0 478.0 0.483
31 ProcedureCPT:177 Computerized axial tomography (CT) scan head 70450[count>2] 0.001 0.255 [0.105, 0.618] 5.0 17861.0 721.0 485.0 0.486
32 Diagnosis:Closed wound sid:416886008 311830005[count>10] 0.001 3.481 [2.340, 5.179] 28.0 18264.0 318.0 462.0 0.520
33 Diagnosis:Chronic kidney disease, stage 3 (moderate) N18.3[count>2] 0.001 2.423 [1.724, 3.407] 38.0 17959.0 623.0 452.0 0.522
34 Diagnosis:Fracture, closed (morphologic abnormality) sid:20946005 118621007[count>10] 0.001 3.470 [2.332, 5.162] 28.0 18263.0 319.0 462.0 0.520
35 ProcedureCPT:177 Computerized axial tomography (CT) scan head 70450[count>0] 0.001 0.448 [0.251, 0.796] 12.0 17595.0 987.0 478.0 0.486
36 Diagnosis:Observation of flatulence sid:300370006 271834000[count>2] 0.001 0.000 [0.000, 0.000] 0.0 18246.0 336.0 490.0 0.491
37 Diagnosis:Finding of large intestine (finding) sid:118436003 102625002[count>0] 0.001 0.626 [0.483, 0.813] 67.0 14832.0 3750.0 423.0 0.467
38 Diagnosis:Swelling of first metatarsophalangeal joint of hallux sid:415692008 118623005[count>0] 0.001 4.415 [2.611, 7.463] 16.0 18441.0 141.0 474.0 0.513
39 Diagnosis:Current or past (actual) sid:410511007 410512000[count>0] 0.001 0.665 [0.526, 0.840] 87.0 14028.0 4554.0 403.0 0.466
40 Diagnosis:Closed fracture of bone sid:423125000 24056002[count>10] 0.001 3.481 [2.340, 5.179] 28.0 18264.0 318.0 462.0 0.520
41 Diagnosis:Disorder of connective tissue sid:105969002 200936003[count>0] 0.001 0.738 [0.617, 0.884] 225.0 8642.0 9940.0 265.0 0.462
42 Diagnosis:Chronic renal disease sid:709044004 431855005[count>0] 0.001 1.712 [1.312, 2.234] 65.0 17058.0 1524.0 425.0 0.525
43 Diagnosis:Endocrine, nutritional and metabolic observations sid:297269007 106089007[count>0] 0.001 0.439 [0.270, 0.714] 17.0 17176.0 1406.0 473.0 0.480
44 Diagnosis:Swelling of first metatarsophalangeal joint of hallux sid:415692008 118623005[count>2] 0.001 6.279 [3.389, 11.633] 12.0 18508.0 74.0 478.0 0.510
45 Diagnosis:Musculoskeletal observation sid:106028002 249833004[count>0] 0.001 0.678 [0.551, 0.833] 366.0 3469.0 15113.0 124.0 0.467
46 Diagnosis:Family history of clinical finding (situation) sid:416471007 161062006[count>2] 0.001 0.518 [0.336, 0.796] 22.0 17035.0 1547.0 468.0 0.481
47 Diagnosis:Secondary anemia sid:234347009 707323002[count>0] 0.001 3.211 [2.017, 5.113] 20.0 18339.0 243.0 470.0 0.514
48 Diagnosis:Retroperitoneal compartment structure sid:82849001 243984005[count>0] 0.001 1.531 [1.249, 1.877] 130.0 15036.0 3546.0 360.0 0.537
49 Diagnosis:Chronic disease of genitourinary system (disorder) sid:128290005 10194007[count>0] 0.001 1.719 [1.332, 2.219] 72.0 16890.0 1692.0 418.0 0.528
50 Diagnosis:Transitory (qualifier value) sid:14803004 201991000[count>0] 0.001 0.238 [0.089, 0.638] 4.0 17960.0 622.0 486.0 0.487
51 Diagnosis:Granulomatous disorder of the skin and subcutaneous tissue, unspecified L92.9[count>10] 0.001 38.613 [15.260, 97.707] 9.0 18573.0 9.0 481.0 0.509
52 Diagnosis:Weakness R53.1[count>0] 0.001 0.684 [0.542, 0.863] 89.0 14030.0 4552.0 401.0 0.468
53 Diagnosis:Examination AND/OR history taking - action sid:419656003 302199004[count>2] 0.001 0.659 [0.512, 0.848] 72.0 14730.0 3852.0 418.0 0.470
54 Diagnosis:Pneumonia (disorder) sid:233604007 233617005[count>0] 0.001 0.332 [0.148, 0.745] 6.0 17913.0 669.0 484.0 0.488
55 Diagnosis:Structure of musculoskeletal system sid:26107004 181791008[count>0] 0.001 0.675 [0.547, 0.832] 370.0 3336.0 15246.0 120.0 0.467
56 Diagnosis:Hypermetropia, bilateral H52.03[count>0] 0.001 16.109 [7.661, 33.874] 10.0 18558.0 24.0 480.0 0.510
57 ProcedureCPT:Ophthalmologic and otologic diagnosis and treatment ccs group 220 0025T[count>0] 0.001 2.182 [1.526, 3.120] 34.0 17968.0 614.0 456.0 0.518
58 Diagnosis:Bone injury (disorder) sid:284003005 109301001[count>10] 0.001 2.631 [1.808, 3.829] 31.0 18117.0 465.0 459.0 0.519
59 Diagnosis:Lumbago with sciatica, left side M54.42[count>0] 0.001 0.510 [0.321, 0.809] 19.0 17219.0 1363.0 471.0 0.483