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44_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Paraprotein measurement (procedure) sid:250174000 166793003[count>0] 0.007 39.574 [5.266, 297.428] 18.0 930.0 423.0 1.0 0.817
1 Diagnosis:Finding of immunoglobulin level sid:365720000 259799004[count>2] 0.005 43.812 [5.829, 329.321] 18.0 959.0 394.0 1.0 0.828
2 Diagnosis:Gammopathy (disorder) sid:111001004 123782009[count>2] 0.005 44.128 [5.871, 331.695] 18.0 961.0 392.0 1.0 0.829
3 Diagnosis:Monoclonal gammopathy sid:109983007 58648008[count>0] 0.005 39.574 [5.266, 297.428] 18.0 930.0 423.0 1.0 0.817
4 Diagnosis:Globulin measurement (procedure) sid:250707004 38929004[count>10] 0.005 22.403 [7.358, 68.210] 15.0 1159.0 194.0 4.0 0.823
5 Diagnosis:Increased immunoglobulin (finding) sid:131136006 190817009[count>0] 0.005 38.769 [5.159, 291.368] 18.0 924.0 429.0 1.0 0.815
6 Diagnosis:Serum globulin measurement (procedure) sid:270994009 395066006[count>0] 0.004 39.035 [5.194, 293.369] 18.0 926.0 427.0 1.0 0.816
7 Diagnosis:Structure of immune system sid:116003000 122490001[count>0] 0.004 0.000 [0.000, 0.000] 19.0 659.0 694.0 0.0 0.744
8 Diagnosis:Increased globulin (finding) sid:124019005 124022007[count>2] 0.004 44.128 [5.871, 331.695] 18.0 961.0 392.0 1.0 0.829
9 Diagnosis:Globulin measurement (procedure) sid:250707004 38929004[count>2] 0.004 36.000 [4.791, 270.534] 18.0 902.0 451.0 1.0 0.807
10 Diagnosis:Disorder of increased production of immunoglobulin protein sid:414031008 16618004[count>0] 0.004 39.035 [5.194, 293.369] 18.0 926.0 427.0 1.0 0.816
11 Diagnosis:Finding of globulin level sid:365805001 365806000[count>2] 0.004 36.000 [4.791, 270.534] 18.0 902.0 451.0 1.0 0.807
12 Diagnosis:Immunoglobulins abnormal (finding) sid:165939003 131137002[count>2] 0.004 43.812 [5.829, 329.321] 18.0 959.0 394.0 1.0 0.828
13 Diagnosis:Finding of globulin level sid:365805001 365806000[count>10] 0.004 22.403 [7.358, 68.210] 15.0 1159.0 194.0 4.0 0.823
14 Diagnosis:Increased immunoglobulin (finding) sid:131136006 190817009[count>2] 0.004 43.812 [5.829, 329.321] 18.0 959.0 394.0 1.0 0.828
15 Diagnosis:Immunoglobulin measurement (procedure) sid:42441008 250709001[count>2] 0.004 43.812 [5.829, 329.321] 18.0 959.0 394.0 1.0 0.828
16 Diagnosis:Immunoglobulins abnormal (finding) sid:165939003 131137002[count>0] 0.004 38.769 [5.159, 291.368] 18.0 924.0 429.0 1.0 0.815
17 Diagnosis:Immune system finding (finding) sid:106182000 103083001[count>10] 0.004 12.777 [4.210, 38.780] 15.0 1046.0 307.0 4.0 0.781
18 Diagnosis:Finding of immunoglobulin level sid:365720000 259799004[count>0] 0.004 38.769 [5.159, 291.368] 18.0 924.0 429.0 1.0 0.815
19 Diagnosis:Increased globulin (finding) sid:124019005 124022007[count>10] 0.004 15.179 [5.693, 40.473] 13.0 1184.0 169.0 6.0 0.780
20 Diagnosis:Serum globulin measurement (procedure) sid:270994009 395066006[count>2] 0.004 44.128 [5.871, 331.695] 18.0 961.0 392.0 1.0 0.829
21 Lab:IgA [Mass/volume] in Serum or Plasma 2458-8[normedValue_sd_between_-3,-1] 0.003 13.950 [5.516, 35.280] 9.0 1271.0 82.0 10.0 0.707
22 Diagnosis:Disorder of increased production of immunoglobulin protein sid:414031008 16618004[count>2] 0.003 44.128 [5.871, 331.695] 18.0 961.0 392.0 1.0 0.829
23 Diagnosis:Immunoglobulin measurement (procedure) sid:42441008 250709001[count>10] 0.003 15.179 [5.693, 40.473] 13.0 1184.0 169.0 6.0 0.780
24 Diagnosis:Blood vessel structure sid:59820001 110562008[count>0] 0.003 16.941 [2.255, 127.266] 18.0 656.0 697.0 1.0 0.716
25 Diagnosis:Immune system disorder sid:414029004 413834006[count>2] 0.003 23.990 [3.193, 180.225] 18.0 773.0 580.0 1.0 0.759
26 Diagnosis:Monoclonal protein present sid:414763006 415520000[count>0] 0.003 39.574 [5.266, 297.428] 18.0 930.0 423.0 1.0 0.817
27 Diagnosis:[M]Malignant lymphoma, lymphoplasmacytoid type sid:19340000 307623001[count>0] 0.003 30.987 [11.256, 85.304] 7.0 1328.0 25.0 12.0 0.675
28 Diagnosis:Immunoglobulin measurement (procedure) sid:42441008 250709001[count>0] 0.003 38.769 [5.159, 291.368] 18.0 924.0 429.0 1.0 0.815
29 Diagnosis:Immune system disorder sid:414029004 413834006[count>10] 0.003 8.229 [3.100, 21.842] 13.0 1071.0 282.0 6.0 0.738
30 Diagnosis:Immunoglobulins abnormal (finding) sid:165939003 131137002[count>10] 0.003 15.179 [5.693, 40.473] 13.0 1184.0 169.0 6.0 0.780
31 Diagnosis:Gammopathy (disorder) sid:111001004 123782009[count>10] 0.003 15.179 [5.693, 40.473] 13.0 1184.0 169.0 6.0 0.780
32 Diagnosis:Present (qualifier value) sid:52101004 299812007[count>0] 0.003 29.381 [3.910, 220.756] 18.0 839.0 514.0 1.0 0.784
33 Diagnosis:Finding of immunoglobulin level sid:365720000 259799004[count>10] 0.003 15.179 [5.693, 40.473] 13.0 1184.0 169.0 6.0 0.780
34 Diagnosis:Disorder of increased production of immunoglobulin protein sid:414031008 16618004[count>10] 0.003 15.179 [5.693, 40.473] 13.0 1184.0 169.0 6.0 0.780
35 Diagnosis:Finding of paraprotein measurement sid:414255006 414763006[count>0] 0.003 39.574 [5.266, 297.428] 18.0 930.0 423.0 1.0 0.817
36 Diagnosis:Monoclonal gammopathy of undetermined significance (morphologic abnormality) sid:35601003 109983007[count>0] 0.003 39.574 [5.266, 297.428] 18.0 930.0 423.0 1.0 0.817
37 Diagnosis:Non-Hodgkin lymphoma - category sid:128929007 103685007[count>0] 0.003 3.821 [1.494, 9.775] 12.0 934.0 419.0 7.0 0.661
38 Diagnosis:Finding of globulin level sid:365805001 365806000[count>0] 0.003 30.611 [4.074, 230.001] 18.0 852.0 501.0 1.0 0.789
39 Diagnosis:Increased globulin (finding) sid:124019005 124022007[count>0] 0.003 38.506 [5.124, 289.386] 18.0 922.0 431.0 1.0 0.814
40 Diagnosis:Atherosclerosis artery sid:441574008 51274000[count>0] 0.003 5.887 [2.221, 15.604] 13.0 989.0 364.0 6.0 0.708
41 Diagnosis:Waldenstrom macroglobulinemia C88.0[count>0] 0.002 28.648 [10.465, 78.423] 7.0 1326.0 27.0 12.0 0.674
42 Diagnosis:B-cell lymphoma sid:109979007 277615007[count>0] 0.002 5.148 [2.010, 13.182] 12.0 1015.0 338.0 7.0 0.691
43 Diagnosis:Macroglobulinemia (disorder) sid:190817009 190818004[count>0] 0.002 28.648 [10.465, 78.423] 7.0 1326.0 27.0 12.0 0.674
44 Diagnosis:Monoclonal gammopathy sid:109983007 58648008[count>2] 0.002 9.193 [3.032, 27.873] 15.0 961.0 392.0 4.0 0.750
45 Diagnosis:Increased immunoglobulin (finding) sid:131136006 190817009[count>10] 0.002 15.179 [5.693, 40.473] 13.0 1184.0 169.0 6.0 0.780
46 Diagnosis:Immune system finding (finding) sid:106182000 103083001[count>0] 0.002 14.955 [1.991, 112.350] 18.0 614.0 739.0 1.0 0.701
47 Lab:Alpha 1 globulin [Mass/volume] in Serum or Plasma by Electrophoresis 2865-4[normedValue_sd_between_-0.5,0.5] 0.002 9.441 [3.745, 23.802] 11.0 1181.0 172.0 8.0 0.726
48 Diagnosis:Hematologic neoplasm (disorder) sid:129154003 414823004[count>2] 0.002 0.000 [0.000, 0.000] 0.0 855.0 498.0 19.0 0.316
49 Diagnosis:Serum globulin measurement (procedure) sid:270994009 395066006[count>10] 0.002 15.179 [5.693, 40.473] 13.0 1184.0 169.0 6.0 0.780
50 Diagnosis:Finding of paraprotein measurement sid:414255006 414763006[count>2] 0.002 9.193 [3.032, 27.873] 15.0 961.0 392.0 4.0 0.750
51 Diagnosis:Waldenstrom macroglobulinemia C88.0[count>2] 0.002 43.264 [15.265, 122.617] 7.0 1335.0 18.0 12.0 0.678
52 Diagnosis:Gammopathy (disorder) sid:111001004 123782009[count>0] 0.002 39.035 [5.194, 293.369] 18.0 926.0 427.0 1.0 0.816
53 Lab:IgG [Mass/volume] in Serum or Plasma 2465-3[normedValue_sd_between_-3,-1] 0.002 11.559 [4.404, 30.337] 7.0 1288.0 65.0 12.0 0.660
54 Diagnosis:Articular pain sid:57676002 202472008[count>2] 0.002 8.215 [3.263, 20.682] 11.0 1159.0 194.0 8.0 0.718
55 Diagnosis:Neoplasm affecting haematopoietic structure sid:414823004 71241000119100[count>2] 0.002 0.000 [0.000, 0.000] 0.0 855.0 498.0 19.0 0.316
56 Diagnosis:Macroglobulinemia (disorder) sid:190817009 190818004[count>2] 0.002 43.264 [15.265, 122.617] 7.0 1335.0 18.0 12.0 0.678
57 Diagnosis:Structure of haematological system sid:414387006 281833003[count>2] 0.002 0.000 [0.000, 0.000] 0.0 855.0 498.0 19.0 0.316
58 Diagnosis:B-cell sid:112130006 113335003[count>0] 0.002 4.589 [1.793, 11.744] 12.0 985.0 368.0 7.0 0.680
59 Lab:Erythrocyte distribution width [Entitic volume] by Automated count 21000-5[normedValue_sd_between_-0.5,0.5] 0.002 7.993 [2.858, 22.352] 14.0 1002.0 351.0 5.0 0.739