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Table 6 Model Generated from All Predictors

From: Models solely using claims-based administrative data are poor predictors of rheumatoid arthritis disease activity

Effect Estimate Standardized Est
Intercept 4.027342 0
Baseline Visit Count 0.002189 0.02615
Baseline Occupational Visit Count 0.008477 0.01229
Bupropion Rx in Baseline (Y/N) 0.020813 0.00265
Non-Opioid Analgesics Rx Count (CN103) 0.001982 0.005
Sedative/Hypnotics, Other Rx Count (CN309) 0.002925 0.00222
Tricyclic Antidepressants Rx Count (CN601) 0.001475 0.00207
Local Anesthetics, Topical Rx Count (DE700) 0.016648 0.00492
Calcium Rx Count (TN402) -0.050907 -0.01654
Decongestants, Systemic Rx Count (RE200) 0.030669 0.00639
Platelet Aggregation Inhibitors Rx Count (BL700) 0.001719 0.00095
Distinct VA Drug Class Rx 0.017323 0.07921
Baseline Surgery Count -0.007242 -0.00202
Days End of Prednisone -0.000873 -0.09417
Baseline PDC for Etanercept -0.102578 -0.01393
Days Start of Golimumab -0.000198 -0.00133
Baseline PDC for Non-Biologic DMARDs -0.662683 -0.15295
Start Methotrexate in 14 Days after Index Date (Y/N) 0.037588 0.00557
Start in TNFi Biologic DMARDs in 14 Days after Index Date (Count of distinct Rx) 0.446665 0.05081
Start in Non-Biologic DMARDs in 14 Days after Index Date (Count of distinct Rx) 0.352313 0.08893
Start in Steroid in 14 Days after Index Date (Count of distinct Rx) 0.173564 0.02505
Disease of Mouth Excluding Dental Dx Count in Baseline (CCS137) 0.03199 0.00289
Calculus of Urinary Tract Dx Count in Baseline (CCS160) -0.013249 -0.00541
Other Non-Traumatic Joint Disorders Dx Count in Baseline (CCS204) 0.000382 0.00074
Other Connective Tissue Disease Dx Count in Baseline (CCS211) 0.00293 0.00464
Disease of White Blood Cells Dx Count in Baseline (CCS63) 0.044243 0.00827
Conditions Associated With Dizziness or Vertigo Dx Count in Baseline (CCS93) 0.005453 0.00187
Baseline Labtest for Chem Panel (Y/N) -0.314001 -0.01912
Baseline Foot Surgery (Y/N) 0.006726 0.00206
Baseline Hand Surgery (Y/N) 0.106317 0.02977
Opioid Analgesics Rx (CN101) (Y/N) 0.183042 0.05861
Non-Opioid Analgesics Rx (CN103) (Y/N) 0.065908 0.02006
Tricyclic Antidepressants Rx (CN601) (Y/N) 0.080738 0.01271
Antidepressants, Other Rx (CN609) (Y/N) 0.059894 0.01824
CNS Medications, Other Rx (CN900) (Y/N) 0.047949 0.00365
Loop Diuretics Rx (CV702) (Y/N) 0.073401 0.01455
Diagnostics, Other Rx (DX900) (Y/N) 0.142061 0.03273
Insulin Rx (HS051) (Y/N) 0.002114 0.00069
Thyroid Supplements Rx (HS851) (Y/N) 0.00651 0.0013
Immune Suppressants Rx (IM600) (Y/N) 0.033029 0.0059
Calcium Rx (TN420) (Y/N) -0.080805 -0.01165
Baseline Occupational Visit (Y/N) 0.045223 0.00908
Start in Non-Biologic DMARDs in 14 Days after Index Date (Y/N) 0.375004 0.08206
Start in DMARDs in 14 Days after Index Date (Y/N) 0.816375 0.11562
Baseline Use of Sulfasalazine (Y/N) 0.144504 0.03555
Baseline Use of Rituximab (Y/N) 0.028977 0.00226