{"id":"W1942546479","doi":"10.1186/s13075-015-0713-3","title":"Early medication use in new-onset rheumatoid arthritis may delay joint replacement: results of a large population-based study","year":2015,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; Dalhousie University; University of Alberta; Université de Montréal; Université Laval; Research Canada; McGill University Health Centre; McGill University; Institute for Clinical Evaluative Sciences; Arthritis Research Centre of Canada; Université de Sherbrooke; Bombardier (Canada)","funders":"Canadian Institutes of Health Research; Université Laval; Pfizer","keywords":"Rheumatology; Medicine; Rheumatoid arthritis; Internal medicine; Orthopedic surgery; Population; Physical therapy; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002679735,0.000731411,0.0005509242,0.0004826185,0.00105604,0.001287485,0.001247376,0.000955735,0.002893598],"category_scores_gemma":[0.005219331,0.0003964323,0.001365525,0.001442463,0.0005107944,0.000551055,0.0005600327,0.001021927,0.0004114135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004246683,"about_ca_system_score_gemma":0.004884643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7097029,"about_ca_topic_score_gemma":0.7192472,"domain_scores_codex":[0.9986427,0.0004289688,0.0000858818,0.0003027584,0.0002983131,0.000241424],"domain_scores_gemma":[0.9945369,0.001053074,0.001490579,0.000441759,0.001566372,0.0009111685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002329151,0.00006908365,0.9981231,0.00001990486,0.0002298047,0.00003697372,0.0001021288,0.0000387547,0.00005162504,0.00001003381,0.0002735672,0.0008121367],"study_design_scores_gemma":[0.00004455178,0.00007242193,0.9990768,0.00001356911,0.0001352914,0.00003336163,0.0001303484,0.000193286,0.00001081932,0.000005846207,0.000277606,0.000006003825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945185,0.001277235,0.0001945073,0.0002097767,0.00002896972,0.00008576644,0.002614153,0.00001085197,0.001060288],"genre_scores_gemma":[0.9978787,0.0003108197,0.0001206816,0.0001009864,0.00002685215,0.00003369023,0.001084657,0.000005196193,0.0004384113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7097029,"threshold_uncertainty_score":0.5840134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07924197731273445,"score_gpt":0.3646732989716878,"score_spread":0.2854313216589533,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}