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52_weights_forecast.md

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index variable beta coef unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Encounter for dental examination and cleaning without abnormal findings Z01.20[count>0] 0.738 13.214 [11.837, 14.751] 379.0 1564821.0 2158.0 20798.0 0.508
1 demographics_age[between_1_and_10] 0.476 2.254 [2.128, 2.387] 1271.0 1523804.0 43175.0 19906.0 0.516
2 Diagnosis:Visual system disorder (disorder) sid:128127008 127329003[count>0] 0.458 3.059 [2.914, 3.211] 1850.0 1519436.0 47543.0 19327.0 0.529
3 Diagnosis:Fibrocystic change of breast sid:27431007 10734851000119107[count>0] -0.389 0.554 [0.493, 0.624] 281.0 1529866.0 37113.0 20896.0 0.495
4 ProcedureCPT:Office/outpatient visit est 99213[count>0] 0.355 3.231 [3.086, 3.382] 2109.0 1515107.0 51872.0 19068.0 0.533
5 Diagnosis:Developmental disorder (disorder) sid:5294002 10720004[count>0] -0.280 1.022 [0.924, 1.130] 394.0 1538435.0 28544.0 20783.0 0.500
6 ProcedureCPT:227 "Other diagnostic procedures (interview 0188T[count>0] 0.272 2.135 [2.067, 2.205] 4976.0 1369898.0 197081.0 16201.0 0.555
7 Diagnosis:Stool observation sid:249612005 162089003[count>0] 0.263 2.301 [2.035, 2.602] 266.0 1558365.0 8614.0 20911.0 0.504
8 Diagnosis:Encounter for screening, unspecified Z13.9[count>0] 0.252 2.284 [2.118, 2.462] 721.0 1543161.0 23818.0 20456.0 0.509
9 Diagnosis:Mental disorder usually first evident in infancy, childhood AND/OR adolescence (disorder) sid:111476001 106013002[count>0] -0.252 0.913 [0.813, 1.024] 298.0 1542851.0 24128.0 20879.0 0.499
10 demographics_age[between_10_and_20] 0.242 1.471 [1.384, 1.562] 1128.0 1509236.0 57743.0 20049.0 0.508
11 Diagnosis:Foot pain (finding) sid:47933007 285365001[count>0] 0.242 2.394 [2.222, 2.578] 744.0 1543499.0 23480.0 20433.0 0.510
12 Diagnosis:Encounter for screening for malignant neoplasm of colon Z12.11[count>0] 0.240 1.724 [1.614, 1.841] 954.0 1525238.0 41741.0 20223.0 0.509
13 Diagnosis:Tunica mucosa sid:414781009 304629007[count>0] -0.238 1.625 [1.547, 1.708] 1740.0 1485181.0 81798.0 19437.0 0.515
14 Diagnosis:Patient encounter status (finding) sid:305058001 185324002[count>0] 0.221 1.464 [1.425, 1.505] 8862.0 1050670.0 516309.0 12315.0 0.544
15 Diagnosis:Hyperlipidemia, unspecified E78.5[count>0] 0.216 1.280 [1.236, 1.325] 4043.0 1323056.0 243923.0 17134.0 0.518
16 Diagnosis:Anatomical or acquired body structure sid:442083009 91723000[count>0] -0.208 1.208 [1.129, 1.291] 20272.0 80155.0 1486824.0 905.0 0.504
17 Lab:Ferritin [Mass/volume] in Serum or Plasma 2276-4[normedValue_sd_between_-0.5,0.5] 0.207 1.994 [1.811, 2.194] 438.0 1550554.0 16425.0 20739.0 0.505
18 Diagnosis:Iodine-deficiency related multinodular (endemic) goiter E01.1[count>0] 0.207 1.253 [1.123, 1.398] 330.0 1547427.0 19552.0 20847.0 0.502
19 Diagnosis:Lesion of skin and/or skin-associated mucous membrane (finding) sid:714974000 16950007[count>0] -0.205 1.572 [1.506, 1.640] 2442.0 1446981.0 119998.0 18735.0 0.519
20 Diagnosis:History of cardiovascular disease sid:266995000 161501007[count>0] 0.199 1.732 [1.578, 1.901] 465.0 1546926.0 20053.0 20712.0 0.505
21 ProcedureCPT:Office/outpatient visit est 99211[count>0] -0.198 1.052 [0.980, 1.129] 806.0 1510191.0 56788.0 20371.0 0.501
22 Diagnosis:Pain in right foot M79.671[count>2] -0.196 1.893 [1.766, 2.030] 847.0 1533243.0 33736.0 20330.0 0.509
23 demographics_age[between_70_and_80] -0.191 0.756 [0.723, 0.791] 2103.0 1367591.0 199388.0 19074.0 0.486
24 Diagnosis:Disorder of carbohydrate metabolism (disorder) sid:20957000 237597000[count>2] 0.190 1.557 [1.484, 1.633] 1876.0 1474887.0 92092.0 19301.0 0.515
25 Diagnosis:Structure of integumentary system sid:48075008 361692004[count>0] 0.189 1.829 [1.770, 1.890] 4673.0 1356926.0 210053.0 16504.0 0.543
26 Diagnosis:Dyssomnia (disorder) sid:44186003 248260009[count>0] 0.189 1.995 [1.861, 2.139] 845.0 1535007.0 31972.0 20332.0 0.510
27 Diagnosis:Protein measurement (procedure) sid:74040009 104502006[count>2] -0.186 1.249 [1.177, 1.325] 1175.0 1496572.0 70407.0 20002.0 0.505
28 Diagnosis:Rheumatoid arthritis, unspecified M06.9[count>0] -0.184 0.767 [0.659, 0.893] 170.0 1550618.0 16361.0 21007.0 0.499
29 Diagnosis:Clinical evaluation sid:386053000 103705002[count>0] -0.182 0.980 [0.953, 1.007] 12141.0 660818.0 906161.0 9036.0 0.498
30 Diagnosis:Administrative statuses (finding) sid:307824009 185391001[count>0] -0.179 1.067 [1.038, 1.096] 10775.0 794956.0 772023.0 10402.0 0.508
31 Diagnosis:Bladder structure sid:89837001 181423002[count>0] -0.178 1.389 [1.283, 1.504] 638.0 1532704.0 34275.0 20539.0 0.504
32 demographics_ETHNICITY_Not of Spanish/Hispanic Origin -0.176 0.965 [0.936, 0.995] 5576.0 1143487.0 423492.0 15601.0 0.497
33 Diagnosis:Encounter for other administrative examinations Z02.89[count>0] 0.176 1.506 [1.377, 1.647] 498.0 1542314.0 24665.0 20679.0 0.504
34 ProcedureCPT:235 Other Laboratory 0058T[count>0] 0.175 1.913 [1.848, 1.979] 4165.0 1389149.0 177830.0 17012.0 0.542
35 Diagnosis:Neurological lesion (finding) sid:299735001 281229000[count>2] 0.175 2.196 [2.065, 2.335] 1107.0 1528585.0 38394.0 20070.0 0.514
36 Diagnosis:Finding by site (finding) sid:118234003 106028002[count>0] 0.172 1.777 [1.694, 1.865] 19343.0 225979.0 1341000.0 1834.0 0.529
37 Diagnosis:Neoplasm of trunk (disorder) sid:126637008 128050000[count>0] -0.170 0.937 [0.895, 0.981] 2064.0 1405073.0 161906.0 19113.0 0.497
38 Diagnosis:Gastritis (disorder) sid:4556007 235655002[count>0] 0.170 1.946 [1.817, 2.085] 867.0 1533347.0 33632.0 20310.0 0.510
39 Diagnosis:Preventive - procedure intent sid:129428001 360271000[count>0] 0.168 1.552 [1.340, 1.797] 184.0 1558180.0 8799.0 20993.0 0.502
40 Diagnosis:Structure of head and/or neck sid:774007 281232002[count>0] 0.164 1.927 [1.875, 1.980] 10135.0 1061419.0 505560.0 11042.0 0.578
41 ProcedureCPT:Other therapeutic procedures ccs group 231 0038T[count>0] 0.163 1.908 [1.826, 1.993] 2311.0 1472434.0 94545.0 18866.0 0.524
42 Diagnosis:Primary localized osteoarthrosis sid:201829007 201831003[count>0] -0.162 0.834 [0.724, 0.961] 196.0 1549623.0 17356.0 20981.0 0.499
43 Diagnosis:Mammography (procedure) sid:71651007 241055006[count>0] -0.162 0.576 [0.552, 0.601] 2315.0 1291727.0 275252.0 18862.0 0.467
44 Diagnosis:Diabetes mellitus type 2 (disorder) sid:44054006 237599002[count>0] 0.156 1.662 [1.571, 1.758] 1314.0 1506987.0 59992.0 19863.0 0.512
45 Diagnosis:Structure of anatomical reproductive system sid:245500007 278875001[count>10] 0.152 1.784 [1.651, 1.928] 673.0 1538675.0 28304.0 20504.0 0.507
46 Lab:Glomerular filtration rate/1.73 sq M predicted among non-blacks [Volume Rate/Area] in Serum or Plasma by Creatinine-based formula (MDRD) 48642-3[normedValue_sd_between_-0.5,0.5] 0.150 1.534 [1.377, 1.709] 342.0 1550392.0 16587.0 20835.0 0.503
47 Diagnosis:Procedure (procedure) sid:71388002 243120004[count>10] -0.149 1.506 [1.427, 1.590] 1440.0 1494588.0 72391.0 19737.0 0.511
48 Diagnosis:Tuberculosis (disorder) sid:56717001 182159002[count>0] 0.146 1.962 [1.732, 2.222] 258.0 1557189.0 9790.0 20919.0 0.503
49 Diagnosis:Disorder of thoracic segment of trunk (disorder) sid:609622007 118946009[count>0] -0.144 1.036 [1.004, 1.069] 5280.0 1186640.0 380339.0 15897.0 0.503
50 Diagnosis:General well-being finding sid:365275006 102499006[count>2] 0.143 2.314 [2.216, 2.415] 2407.0 1484686.0 82293.0 18770.0 0.531
51 Diagnosis:Family history: Gastrointestinal disease sid:160381001 266900000[count>0] 0.143 1.548 [1.397, 1.715] 379.0 1548745.0 18234.0 20798.0 0.503
52 Diagnosis:Counseling (procedure) sid:409063005 171000001[count>0] 0.143 2.285 [2.101, 2.486] 577.0 1548007.0 18972.0 20600.0 0.508
53 Diagnosis:Venereal disease screening (procedure) sid:171128005 169698000[count>0] -0.140 1.031 [0.918, 1.157] 295.0 1545794.0 21185.0 20882.0 0.500
54 Diagnosis:Mass of respiratory structure (finding) sid:300851005 309529002[count>0] -0.137 1.124 [1.032, 1.225] 545.0 1531011.0 35968.0 20632.0 0.501
55 Diagnosis:Clinical imaging sid:363679005 169283005[count>2] 0.136 1.015 [0.961, 1.071] 1420.0 1463311.0 103668.0 19757.0 0.500
56 Diagnosis:Consciousness and/or awareness finding (finding) sid:365929007 106167005[count>0] -0.136 1.373 [1.255, 1.501] 498.0 1539960.0 27019.0 20679.0 0.503
57 demographics_age[between_40_and_50] 0.135 1.038 [1.000, 1.078] 3308.0 1329824.0 237155.0 17869.0 0.502
58 Diagnosis:Adjustment reaction, NOS sid:17226007 192054008[count>0] 0.134 2.578 [2.242, 2.964] 206.0 1561030.0 5949.0 20971.0 0.503
59 Diagnosis:Observation of sensation (finding) sid:271712005 247322000[count>0] 0.134 2.080 [1.943, 2.227] 881.0 1534948.0 32031.0 20296.0 0.511