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28_weights_forecast.md

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index variable beta coef unadjusted OR TP TN FP FN AUC Single
0 demographics_age[between_90_and_100] 0.903 5.993 [5.510, 6.519] 598.0 1566271.0 9080.0 17212.0 0.514
1 demographics_age[between_40_and_50] -0.833 0.483 [0.458, 0.510] 1441.0 1332468.0 242883.0 16369.0 0.463
2 demographics_age[between_30_and_40] -0.757 0.588 [0.554, 0.624] 1180.0 1405768.0 169583.0 16630.0 0.479
3 demographics_age[between_20_and_30] -0.679 0.607 [0.567, 0.651] 854.0 1454725.0 120626.0 16956.0 0.486
4 demographics_age[between_50_and_60] -0.628 0.617 [0.591, 0.644] 2453.0 1251492.0 323859.0 15357.0 0.466
5 Diagnosis:Health examination of sub-group (procedure) sid:171413000 171417004[count>0] 0.591 1.275 [1.147, 1.417] 356.0 1550546.0 24805.0 17454.0 0.502
6 demographics_RACE_Unknown -0.561 0.335 [0.309, 0.365] 576.0 1432626.0 142725.0 17234.0 0.471
7 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>0] 0.546 2.631 [2.546, 2.718] 5082.0 1367747.0 207604.0 12728.0 0.577
8 demographics_age[between_80_and_90] 0.537 3.435 [3.293, 3.582] 2629.0 1499736.0 75615.0 15181.0 0.550
9 Diagnosis:Developmental disorder (disorder) sid:5294002 10720004[count>0] -0.530 0.980 [0.877, 1.095] 322.0 1546289.0 29062.0 17488.0 0.500
10 Diagnosis:Single liveborn infant, delivered vaginally Z38.00[count>0] 0.509 6.695 [5.689, 7.879] 157.0 1573261.0 2090.0 17653.0 0.504
11 demographics_age[between_10_and_20] -0.498 0.826 [0.759, 0.899] 564.0 1515360.0 59991.0 17246.0 0.497
12 Diagnosis:Diagnostic imaging procedure using X-rays sid:363680008 108273007[count>2] 0.455 1.028 [0.968, 1.091] 1175.0 1474029.0 101322.0 16635.0 0.501
13 ProcedureCPT:Office/outpatient visit est 99211[count>0] -0.443 1.192 [1.108, 1.282] 760.0 1518551.0 56800.0 17050.0 0.503
14 Diagnosis:Anatomical or acquired body structure sid:442083009 91723000[count>0] -0.400 1.304 [1.209, 1.406] 17104.0 80453.0 1494898.0 706.0 0.506
15 demographics_age[between_60_and_70] -0.349 0.902 [0.869, 0.937] 3357.0 1252892.0 322459.0 14453.0 0.492
16 ProcedureCPT:Emergency dept visit 99283[count>0] 0.345 4.924 [4.619, 5.250] 1044.0 1555679.0 19672.0 16766.0 0.523
17 Diagnosis:Psychoactive substance sid:418149003 264301008[count>0] 0.323 4.642 [4.157, 5.185] 337.0 1568833.0 6518.0 17473.0 0.507
18 demographics_RACE_Other Race 0.284 1.401 [1.340, 1.464] 2291.0 1425168.0 150183.0 15519.0 0.517
19 Diagnosis:Procedure by site (procedure) sid:362958002 118664000[count>0] -0.274 0.774 [0.750, 0.799] 5549.0 994020.0 581331.0 12261.0 0.471
20 Diagnosis:Liveborn born in hospital (situation) sid:442311008 442327001[count>0] 0.259 6.009 [5.070, 7.123] 143.0 1573232.0 2119.0 17667.0 0.503
21 ProcedureCPT:Emergency dept visit 99282[count>0] 0.259 5.015 [4.522, 5.563] 386.0 1568423.0 6928.0 17424.0 0.509
22 Diagnosis:Disorder of brain sid:81308009 230377009[count>0] 0.254 2.407 [2.306, 2.511] 2527.0 1474071.0 101280.0 15283.0 0.539
23 Lab:Cholesterol.total/Cholesterol in HDL [Mass Ratio] in Serum or Plasma 9830-1[normedValue_sd_between_-0.5,0.5] -0.254 1.777 [1.634, 1.932] 576.0 1546270.0 29081.0 17234.0 0.507
24 demographics_ETHNICITY_Unknown 0.251 1.370 [1.287, 1.458] 1068.0 1505238.0 70113.0 16742.0 0.508
25 Diagnosis:Other abnormal and inconclusive findings on diagnostic imaging of breast R92.8[count>0] -0.234 0.530 [0.476, 0.590] 343.0 1519083.0 56268.0 17467.0 0.492
26 Diagnosis:Tobacco use sid:110483000 77176002[count>0] 0.233 1.980 [1.825, 2.148] 613.0 1547496.0 27855.0 17197.0 0.508
27 Diagnosis:Encounter for other administrative examinations Z02.89[count>0] 0.230 1.159 [1.038, 1.294] 326.0 1550400.0 24951.0 17484.0 0.501
28 Diagnosis:Event (event) sid:272379006 276746005[count>0] 0.227 3.349 [3.121, 3.594] 842.0 1552351.0 23000.0 16968.0 0.516
29 Diagnosis:Functional observations of respiratory tract sid:301233008 301250005[count>0] 0.219 1.776 [1.689, 1.867] 1719.0 1485954.0 89397.0 16091.0 0.520
30 Diagnosis:Iodine-deficiency related multinodular (endemic) goiter E01.1[count>0] 0.216 1.225 [1.086, 1.382] 272.0 1555650.0 19701.0 17538.0 0.501
31 Diagnosis:Encounter for screening for osteoporosis Z13.820[count>0] -0.215 0.740 [0.637, 0.859] 175.0 1554500.0 20851.0 17635.0 0.498
32 Diagnosis:Finding of place of birth sid:366344009 169813005[count>0] 0.210 6.009 [5.070, 7.123] 143.0 1573232.0 2119.0 17667.0 0.503
33 Diagnosis:Disorder of affect sid:46206005 13746004[count>0] 0.208 2.509 [2.379, 2.647] 1515.0 1519067.0 56284.0 16295.0 0.525
34 Diagnosis:Perinatal observations sid:106103007 106114005[count>0] 0.203 1.839 [1.624, 2.082] 257.0 1562905.0 12446.0 17553.0 0.503
35 Diagnosis:Prolapse (morphologic abnormality) sid:29696001 59984009[count>0] -0.203 1.115 [1.026, 1.212] 578.0 1529333.0 46018.0 17232.0 0.502
36 Diagnosis:Finding of activity of daily living (finding) sid:118233009 225787000[count>0] 0.200 3.445 [3.263, 3.637] 1470.0 1535259.0 40092.0 16340.0 0.529
37 Diagnosis:Localization-related (focal) (partial) symptomatic epilepsy and epileptic syndromes with complex partial seizures, not intractable, without status epilepticus G40.209[count>0] 0.197 2.657 [2.288, 3.087] 178.0 1569389.0 5962.0 17632.0 0.503
38 Diagnosis:Removal (procedure) sid:118292001 170506006[count>0] 0.186 2.306 [2.160, 2.462] 972.0 1536883.0 38468.0 16838.0 0.515
39 Diagnosis:Trauma sid:417746004 238533000[count>0] 0.184 2.431 [2.335, 2.531] 2885.0 1459318.0 116033.0 14925.0 0.544
40 Diagnosis:Chronic sinusitis, unspecified J32.9[count>0] -0.184 0.824 [0.711, 0.956] 178.0 1556290.0 19061.0 17632.0 0.499
41 Diagnosis:Joint injury (disorder) sid:125610000 105611005[count>0] 0.175 2.152 [1.998, 2.317] 750.0 1543812.0 31539.0 17060.0 0.511
42 Diagnosis:Mammography finding (finding) sid:129714008 129715009[count>0] -0.174 0.480 [0.438, 0.525] 482.0 1488975.0 86376.0 17328.0 0.486
43 Diagnosis:Operative procedure sid:387713003 103708000[count>10] -0.174 2.196 [2.033, 2.372] 689.0 1547006.0 28345.0 17121.0 0.510
44 ProcedureCPT:213 "Physical therapy exercises 90900[count>0] 0.173 2.629 [2.463, 2.806] 984.0 1541075.0 34276.0 16826.0 0.517
45 Diagnosis:Prevention status (finding) sid:243815002 243876005[count>0] -0.172 0.751 [0.725, 0.778] 4147.0 1121934.0 453417.0 13663.0 0.473
46 Diagnosis:Clinical finding sid:404684003 250171008[count>2] 0.167 2.223 [2.115, 2.337] 16089.0 302692.0 1272659.0 1721.0 0.548
47 Diagnosis:Influenza vaccination status (finding) sid:308532005 185900003[count>0] 0.165 1.740 [1.650, 1.835] 1532.0 1494518.0 80833.0 16278.0 0.517
48 Diagnosis:Hypomagnesemia E83.42[count>0] 0.163 3.275 [2.835, 3.784] 193.0 1570099.0 5252.0 17617.0 0.504
49 Diagnosis:Ability to remember sid:363888004 247586003[count>0] 0.161 4.195 [3.830, 4.595] 498.0 1564622.0 10729.0 17312.0 0.511
50 Diagnosis:Current or past (actual) sid:410511007 410512000[count>2] -0.161 1.263 [1.183, 1.348] 965.0 1507003.0 68348.0 16845.0 0.505
51 Diagnosis:Cyst (morphologic abnormality) sid:367643001 103614000[count>0] -0.160 0.950 [0.885, 1.019] 829.0 1498319.0 77032.0 16981.0 0.499
52 Diagnosis:Chest pain, unspecified R07.9[count>0] 0.160 2.043 [1.934, 2.158] 1423.0 1511126.0 64225.0 16387.0 0.520
53 Diagnosis:Mass of musculoskeletal structure (finding) sid:300861003 35893006[count>2] 0.158 2.207 [1.913, 2.547] 194.0 1567530.0 7821.0 17616.0 0.503
54 Diagnosis:Observation of the extremities sid:302293008 116307009[count>2] 0.158 2.392 [2.317, 2.469] 5727.0 1314793.0 260558.0 12083.0 0.578
55 Diagnosis:Drug therapy observations sid:309298003 182850000[count>0] -0.157 2.054 [1.859, 2.270] 403.0 1557796.0 17555.0 17407.0 0.506
56 Diagnosis:Cancer of prostate sid:399068003 93974005[count>0] -0.155 1.267 [1.142, 1.406] 368.0 1549549.0 25802.0 17442.0 0.502
57 Diagnosis:Mental disorder (disorder) sid:74732009 192616009[count>0] 0.154 2.258 [2.172, 2.348] 3134.0 1439227.0 136124.0 14676.0 0.545
58 demographics_RACE_White 0.154 1.273 [1.233, 1.315] 12442.0 558620.0 1016731.0 5368.0 0.527
59 ProcedureCPT:Office/outpatient visit est 99211[count>2] -0.152 1.210 [1.107, 1.323] 504.0 1538318.0 37033.0 17306.0 0.502