Skip to content

Latest commit

 

History

History
62 lines (62 loc) · 9.85 KB

7_weights_forecast.md

File metadata and controls

62 lines (62 loc) · 9.85 KB
index variable beta coef unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Structure of mediastinum sid:72410000 181217005[count>0] 0.988 7.187 [6.227, 8.295] 464.0 1361178.0 280768.0 313.0 0.713
1 demographics_GENDER_Female -0.835 0.349 [0.303, 0.404] 306.0 574280.0 1067666.0 471.0 0.372
2 demographics_age[between_80_and_90] 0.467 4.056 [3.381, 4.866] 142.0 1556147.0 85799.0 635.0 0.565
3 Diagnosis:Blood vessel structure sid:59820001 110562008[count>0] 0.438 5.039 [4.377, 5.800] 383.0 1376408.0 265538.0 394.0 0.666
4 Diagnosis:Chronic course - prolonged duration sid:90734009 263730007[count>2] 0.324 5.394 [4.632, 6.281] 240.0 1516308.0 125638.0 537.0 0.616
5 demographics_age[between_70_and_80] 0.249 2.187 [1.855, 2.578] 187.0 1434106.0 207840.0 590.0 0.557
6 Diagnosis:Acute heart disease (disorder) sid:127337006 67189007[count>0] 0.248 11.692 [9.916, 13.786] 187.0 1598611.0 43335.0 590.0 0.607
7 Diagnosis:Disorder of retroperitoneal compartment sid:734045002 16409009[count>0] 0.229 5.521 [4.683, 6.509] 187.0 1552806.0 89140.0 590.0 0.593
8 Diagnosis:Acute disease of cardiovascular system (disorder) sid:128487001 127337006[count>0] 0.187 8.722 [7.468, 10.186] 225.0 1568637.0 73309.0 552.0 0.622
9 ProcedureCPT:Other OR upper GI therapeutic procedures [94.]ccs group9.26 42.01[count>0] -0.183 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
10 Diagnosis:Disorder of brain sid:81308009 230377009[count>0] 0.183 2.601 [2.149, 3.148] 126.0 1528222.0 113724.0 651.0 0.546
11 Diagnosis:Administrative statuses (finding) sid:307824009 185391001[count>0] -0.173 0.925 [0.803, 1.065] 370.0 828064.0 813882.0 407.0 0.490
12 Diagnosis:Medication therapy sid:416608005 182764009[count>0] 0.154 4.465 [3.691, 5.401] 127.0 1573112.0 68834.0 650.0 0.561
13 Diagnosis:Device in situ sid:397578001 439053001[count>0] 0.137 8.897 [7.210, 10.980] 100.0 1615132.0 26814.0 677.0 0.556
14 Diagnosis:CVS disease - cardiovascular system disease sid:49601007 105980002[count>0] 0.107 5.569 [4.760, 6.516] 561.0 1119743.0 522203.0 216.0 0.702
15 Diagnosis:© 2002-2018 International Health Terminology Standards Development Organisation (IHTSDO). All rights reserved. SNOMED CT®, was originally created by The College of American Pathologists. "SNOMED" and "SNOMED CT" are registered trademarks of the IHTSDO. sid:138875005 254291000[count>0] -0.100 0.467 [0.175, 1.248] 773.0 3957.0 1637989.0 4.0 0.499
16 Diagnosis:Anatomical or acquired body structure sid:442083009 91723000[count>0] -0.071 1.517 [1.026, 2.243] 751.0 81948.0 1559998.0 26.0 0.508
17 Diagnosis:Device status sid:724061007 300192003[count>0] 0.066 8.897 [7.210, 10.980] 100.0 1615132.0 26814.0 677.0 0.556
18 Diagnosis:Disorder of skeletal system (disorder) sid:88230002 50927007[count>0] 0.063 1.545 [1.303, 1.832] 169.0 1391596.0 250350.0 608.0 0.533
19 Diagnosis:Traumatic and/or non-traumatic injury of anatomical site (disorder) sid:609411003 127294003[count>0] 0.049 3.643 [3.132, 4.238] 246.0 1456698.0 185248.0 531.0 0.602
20 Diagnosis:Disorder of digestive organ sid:76712006 235856003[count>0] -0.047 1.365 [1.158, 1.608] 189.0 1328952.0 312994.0 588.0 0.526
21 ProcedureCPT:Other therapeutic procedures; hemic and lymphatic system [67.]ccs group8.4 40.11[count>2] -0.041 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
22 Diagnosis:Disorder of cellular component of blood sid:414022008 414023003[count>0] 0.036 3.929 [3.305, 4.670] 163.0 1538024.0 103922.0 614.0 0.573
23 Diagnosis:Inflammation (morphologic abnormality) sid:23583003 103622007[count>0] -0.023 1.378 [1.193, 1.591] 303.0 1121511.0 520435.0 474.0 0.536
24 Diagnosis:Finding of sensation by site sid:699697007 74776002[count>2] -0.023 1.487 [1.274, 1.735] 229.0 1281762.0 360184.0 548.0 0.538
25 Diagnosis:Sudden onset AND/OR short duration sid:424124008 255212004[count>0] 0.016 4.432 [3.840, 5.115] 314.0 1424022.0 217924.0 463.0 0.636
26 Diagnosis:Structure of endocrine system sid:113331007 278876000[count>0] 0.013 2.812 [2.431, 3.254] 286.0 1360216.0 281730.0 491.0 0.598
27 ProcedureCPT:Other OR therapeutic procedures; male genital [118.]ccs group11.6 64.97[count>0] -0.002 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
28 ProcedureCPT:Other OR upper GI therapeutic procedures [94.]ccs group9.26 42.01[count>2] -0.002 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
29 ProcedureCPT:Other OR therapeutic procedures on skin and breast [175.]ccs group15.9 85.32[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
30 ProcedureCPT:Other therapeutic procedures [231.]ccs group16.42 00.01[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
31 ProcedureCPT:Gastrectomy; partial and total [74.]ccs group9.6 43.5[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
32 ProcedureCPT:Other therapeutic obstetrical procedures [141.]ccs group13.9 67.51[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
33 ProcedureCPT:Gastrectomy; partial and total [74.]ccs group9.6 43.5[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
34 ProcedureCPT:Open prostatectomy [114.]ccs group11.2 60.3[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
35 ProcedureCPT:Lens and cataract procedures [15.]ccs group3.3 13.70[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
36 ProcedureCPT:Lobectomy or pneumonectomy [36.]ccs group6.3 32.20[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
37 ProcedureCPT:Other therapeutic procedures; hemic and lymphatic system [67.]ccs group8.4 40.11[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
38 ProcedureCPT:Other hernia repair [86.]ccs group9.18 53.41[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
39 ProcedureCPT:Tracheostomy; temporary and permanent [34.]ccs group6.1 31.1[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
40 ProcedureCPT:Other OR gastrointestinal therapeutic procedures [99.]ccs group9.31 17.63[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
41 ProcedureCPT:Other OR procedures on vessels other than head and neck [61.]ccs group7.19 00.55[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
42 ProcedureCPT:Tympanoplasty [22.]ccs group4.1 19.4[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
43 ProcedureCPT:Other OR therapeutic procedures; male genital [118.]ccs group11.6 64.97[count>10] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
44 ProcedureCPT:Other OR gastrointestinal therapeutic procedures [99.]ccs group9.31 17.63[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
45 ProcedureCPT:Dental procedures [29.]ccs group5.3 23.01[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
46 ProcedureCPT:Other non-OR therapeutic procedures on nose; mouth and pharynx [32.]ccs group5.6 22.00[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
47 ProcedureCPT:Other non-OR therapeutic cardiovascular procedures [63.]ccs group7.21 00.49[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
48 ProcedureCPT:Tonsillectomy and/or adenoidectomy [30.]ccs group5.4 28.2[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
49 ProcedureCPT:Other operations on fallopian tubes [123.]ccs group12.4 66.4[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
50 ProcedureCPT:Open prostatectomy [114.]ccs group11.2 60.3[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
51 ProcedureCPT:Hysterectomy; abdominal and vaginal [124.]ccs group12.5 68.4[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
52 ProcedureCPT:Circumcision [115.]ccs group11.3 64.0[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
53 ProcedureCPT:Other OR therapeutic procedures; female organs [132.]ccs group12.13 66.0[count>10] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
54 ProcedureCPT:Cesarean section [134.]ccs group13.2 74.0[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
55 ProcedureCPT:Other vascular bypass and shunt; not heart [56.]ccs group7.14 39.0[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
56 ProcedureCPT:Other OR therapeutic procedures; female organs [132.]ccs group12.13 66.0[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
57 ProcedureCPT:Other extraocular muscle and orbit therapeutic procedures [21.]ccs group3.9 15.11[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
58 ProcedureCPT:Bone marrow transplant [64.]ccs group8.1 41.0[count>0] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507
59 ProcedureCPT:Lobectomy or pneumonectomy [36.]ccs group6.3 32.20[count>2] -0.000 1.130 [0.910, 1.404] 684.0 218721.0 1423225.0 93.0 0.507