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52_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Encounter for dental examination and cleaning without abnormal findings Z01.20[count>0] 0.007 4.243 [3.517, 5.120] 141.0 37911.0 650.0 1938.0 0.525
1 Diagnosis:Oral health finding sid:116337000 110298001[count>0] 0.005 2.176 [1.876, 2.523] 216.0 36610.0 1951.0 1863.0 0.527
2 Diagnosis:Encounter for dental examination and cleaning without abnormal findings Z01.20[count>2] 0.004 4.771 [3.614, 6.298] 64.0 38306.0 255.0 2015.0 0.512
3 ProcedureCPT:Office/outpatient visit est 99213[count>0] 0.004 1.576 [1.428, 1.740] 588.0 30845.0 7716.0 1491.0 0.541
4 Diagnosis:Acute laryngopharyngitis J06.0[count>0] 0.003 4.094 [2.997, 5.594] 49.0 38335.0 226.0 2030.0 0.509
5 Diagnosis:Finding of mouth region sid:423066003 102601005[count>0] 0.003 1.660 [1.456, 1.893] 277.0 35293.0 3268.0 1802.0 0.524
6 Diagnosis:Mouth sid:123851003 127945006[count>0] 0.003 1.660 [1.456, 1.893] 277.0 35293.0 3268.0 1802.0 0.524
7 Diagnosis:Mouth and/or pharynx structures sid:312533001 54066008[count>2] 0.003 1.509 [1.350, 1.687] 416.0 33078.0 5483.0 1663.0 0.529
8 Diagnosis:Acute laryngopharyngitis (disorder) sid:55355000 55355000[count>0] 0.003 4.113 [3.010, 5.620] 49.0 38336.0 225.0 2030.0 0.509
9 Diagnosis:Mouth and/or pharynx finding sid:249376008 249417007[count>2] 0.003 1.509 [1.350, 1.687] 416.0 33078.0 5483.0 1663.0 0.529
10 Diagnosis:Oral health finding sid:116337000 110298001[count>2] 0.003 2.179 [1.766, 2.687] 102.0 37669.0 892.0 1977.0 0.513
11 ProcedureCPT:220 Ophthalmologic and otologic diagnosis and treatment 0208T[count>0] 0.002 1.868 [1.566, 2.229] 145.0 37073.0 1488.0 1934.0 0.516
12 Diagnosis:Congenital anomaly of cardiovascular structure of trunk (disorder) sid:363028003 297218007[count>0] 0.002 0.053 [0.007, 0.376] 1.0 38213.0 348.0 2078.0 0.496
13 Diagnosis:Irritation of the throat sid:405737000 232402006[count>2] 0.002 1.608 [1.405, 1.840] 261.0 35400.0 3161.0 1818.0 0.522
14 Diagnosis:Disorder of pharynx (disorder) sid:75860007 232408005[count>2] 0.002 1.493 [1.315, 1.695] 299.0 34661.0 3900.0 1780.0 0.521
15 Diagnosis:Non-pressure chronic ulcer of skin of other sites with unspecified severity L98.499[count>0] 0.002 0.000 [0.000, 0.000] 0.0 38247.0 314.0 2079.0 0.496
16 Diagnosis:Mouth and/or pharynx finding sid:249376008 249417007[count>0] 0.002 1.346 [1.221, 1.484] 610.0 29471.0 9090.0 1469.0 0.529
17 Diagnosis:Acute pharyngitis (disorder) sid:363746003 195657008[count>2] 0.002 1.781 [1.525, 2.081] 190.0 36500.0 2061.0 1889.0 0.519
18 ProcedureCPT:Ophthalmologic and otologic diagnosis and treatment ccs group 220 0025T[count>0] 0.002 1.868 [1.566, 2.229] 145.0 37073.0 1488.0 1934.0 0.516
19 Diagnosis:Observation of head region sid:298364001 76549002[count>0] 0.002 1.278 [1.170, 1.397] 961.0 23058.0 15503.0 1118.0 0.530
20 Diagnosis:Infantile cerebral palsy sid:128188000 230773005[count>10] 0.002 0.166 [0.053, 0.519] 3.0 38229.0 332.0 2076.0 0.496
21 Diagnosis:Acute digestive system disorder (disorder) sid:127321000 109764005[count>2] 0.002 1.619 [1.394, 1.880] 206.0 36108.0 2453.0 1873.0 0.518
22 Diagnosis:Platelet observation sid:250311007 91504005[count>2] 0.002 0.155 [0.058, 0.414] 4.0 38086.0 475.0 2075.0 0.495
23 Diagnosis:Finding of platelet count sid:365632008 165558001[count>2] 0.002 0.155 [0.058, 0.414] 4.0 38086.0 475.0 2075.0 0.495
24 Diagnosis:Mouth and/or pharynx structures sid:312533001 54066008[count>0] 0.002 1.346 [1.221, 1.484] 610.0 29471.0 9090.0 1469.0 0.529
25 Diagnosis:Congenital anomaly of body cavity (disorder) sid:363026004 13213009[count>0] 0.002 0.000 [0.000, 0.000] 0.0 38271.0 290.0 2079.0 0.496
26 Diagnosis:Mouth sid:123851003 127945006[count>2] 0.002 1.692 [1.421, 2.016] 147.0 36902.0 1659.0 1932.0 0.514
27 Lab:Potassium [Moles/volume] in Serum or Plasma 2823-3[normedValue_sd_between_3,10] 0.002 0.000 [0.000, 0.000] 0.0 38295.0 266.0 2079.0 0.497
28 Diagnosis:Atherosclerosis of native arteries of other extremities with ulceration I70.25[count>0] 0.002 0.000 [0.000, 0.000] 0.0 38295.0 266.0 2079.0 0.497
29 Diagnosis:Infantile cerebral palsy sid:128188000 230773005[count>0] 0.002 0.229 [0.102, 0.513] 6.0 38080.0 481.0 2073.0 0.495
30 Diagnosis:Magnetic resonance imaging scan abnormal (finding) sid:169083003 416200006[count>0] 0.002 3.346 [2.263, 4.947] 30.0 38393.0 168.0 2049.0 0.505
31 Diagnosis:Finding of mouth region sid:423066003 102601005[count>2] 0.002 1.696 [1.424, 2.019] 147.0 36905.0 1656.0 1932.0 0.514
32 ProcedureCPT:Office/outpatient visit est 99213[count>2] 0.001 1.467 [1.291, 1.666] 296.0 34640.0 3921.0 1783.0 0.520
33 ProcedureCPT:206 "Microscopic examination (bacterial smear 80100[count>0] 0.001 1.281 [1.168, 1.405] 730.0 27109.0 11452.0 1349.0 0.527
34 Diagnosis:Pharyngeal observations sid:116338005 102618009[count>2] 0.001 1.475 [1.302, 1.671] 311.0 34452.0 4109.0 1768.0 0.522
35 Diagnosis:Structure of digestive system sid:86762007 278859004[count>2] 0.001 1.281 [1.172, 1.400] 1161.0 19402.0 19159.0 918.0 0.531
36 Diagnosis:Non-pressure chronic ulcer of skin of other sites with unspecified severity L98.499[count>2] 0.001 0.000 [0.000, 0.000] 0.0 38337.0 224.0 2079.0 0.497
37 Diagnosis:Inflammatory disorder of digestive tract (disorder) sid:128999004 196537007[count>2] 0.001 1.383 [1.243, 1.538] 469.0 31851.0 6710.0 1610.0 0.526
38 Diagnosis:Glandular and stromal hyperplasia (morphologic abnormality) sid:84050003 112670000[count>10] 0.001 1.992 [1.527, 2.598] 62.0 37975.0 586.0 2017.0 0.507
39 Diagnosis:Non-progressive (qualifier value) sid:702322003 275468009[count>0] 0.001 0.229 [0.102, 0.513] 6.0 38080.0 481.0 2073.0 0.495
40 Diagnosis:Disorder of portal system sid:128056006 210808001[count>0] 0.001 1.765 [1.449, 2.150] 114.0 37334.0 1227.0 1965.0 0.512
41 ProcedureCPT:Medical services after hrs 99050[count>0] 0.001 3.822 [2.650, 5.512] 35.0 38389.0 172.0 2044.0 0.506
42 Diagnosis:Platelet count abnormal (finding) sid:165558001 415116008[count>2] 0.001 0.155 [0.058, 0.414] 4.0 38086.0 475.0 2075.0 0.495
43 Diagnosis:BPH - benign prostatic hyperplasia sid:266569009 236646007[count>10] 0.001 1.970 [1.514, 2.564] 63.0 37959.0 602.0 2016.0 0.507
44 Diagnosis:Digestive system observation sid:386617003 102624003[count>0] 0.001 1.264 [1.150, 1.390] 1418.0 14300.0 24261.0 661.0 0.526
45 Diagnosis:Non-progressive (qualifier value) sid:702322003 275468009[count>10] 0.001 0.166 [0.053, 0.519] 3.0 38229.0 332.0 2076.0 0.496
46 ProcedureCPT:Urinalysis, by dip stick or tablet reagent for bilirubin, glucose, hemoglobin, ketones, leukocytes, nitrite, pH, protein, specific gravity, urobilinogen, any number of these constituents; non-automated, with microscopy 81000[count>0] 0.001 2.639 [1.939, 3.593] 47.0 38226.0 335.0 2032.0 0.507
47 Diagnosis:Internal hemorrhoid sid:90458007 23202007[count>0] 0.001 1.733 [1.409, 2.131] 103.0 37435.0 1126.0 1976.0 0.510
48 Diagnosis:Digestive system observation sid:386617003 102624003[count>2] 0.001 1.281 [1.172, 1.400] 1152.0 19571.0 18990.0 927.0 0.531
49 Diagnosis:Hemostatic system finding (finding) sid:128153000 10191004[count>2] 0.001 0.329 [0.186, 0.584] 12.0 37893.0 668.0 2067.0 0.494
50 Diagnosis:Infantile cerebral palsy sid:128188000 230773005[count>2] 0.001 0.214 [0.089, 0.518] 5.0 38132.0 429.0 2074.0 0.496
51 Diagnosis:Family history of cancer (situation) sid:275937001 160292002[count>2] 0.001 1.653 [1.369, 1.995] 125.0 37124.0 1437.0 1954.0 0.511
52 Diagnosis:Irritation of the throat sid:405737000 232402006[count>0] 0.001 1.376 [1.229, 1.541] 396.0 32930.0 5631.0 1683.0 0.522
53 Diagnosis:Cutaneous abscess of left lower limb L02.416[count>2] 0.001 0.000 [0.000, 0.000] 0.0 38344.0 217.0 2079.0 0.497
54 Diagnosis:Atherosclerosis of autologous vein bypass graft(s) of other extremity with ulceration I70.45[count>0] 0.001 0.000 [0.000, 0.000] 0.0 38366.0 195.0 2079.0 0.497
55 Diagnosis:Structure of respiratory system sid:20139000 278197002[count>0] 0.001 1.213 [1.106, 1.331] 1349.0 15283.0 23278.0 730.0 0.523
56 ProcedureCPT:Ophthalmologic and otologic diagnosis and treatment ccs group 220 0025T[count>2] 0.001 1.977 [1.547, 2.526] 73.0 37864.0 697.0 2006.0 0.509
57 Diagnosis:Other cerebral palsy G80.8[count>2] 0.001 0.072 [0.010, 0.511] 1.0 38304.0 257.0 2078.0 0.497
58 Diagnosis:Atherosclerosis of other type of bypass graft(s) of other extremity with ulceration I70.75[count>0] 0.001 0.000 [0.000, 0.000] 0.0 38361.0 200.0 2079.0 0.497
59 Diagnosis:Cardiomegaly I51.7[count>0] 0.001 0.561 [0.421, 0.748] 49.0 36971.0 1590.0 2030.0 0.491