{"id":"W4399407980","doi":"10.55563/clinexprheumatol/6qobnr","title":"Impact of anti-rheumatic treatment on the individual components of the ACR composite score in patients with rheumatoid arthritis: real-world data","year":2023,"lang":"en","type":"article","venue":"Clinical and Experimental Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval; Montreal Heart Institute; Toronto General Hospital","funders":"Canadian Arthritis Network; Canadian Institutes of Health Research; Pfizer Pharmaceuticals; Ontario Ministry of Health and Long-Term Care; F. Hoffmann-La Roche; Samsung; Celgene; Gilead Sciences; Celltrion; Sanofi; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Rheumatology; Physical therapy","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":[0.01672517,0.0005123632,0.001200663,0.001163357,0.0002981949,0.001490052,0.000818637,0.0007785956,0.001618179],"category_scores_gemma":[0.03117232,0.0003238885,0.002733081,0.002760363,0.0005202043,0.001259893,0.001077825,0.0009097427,0.0003375655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006535526,"about_ca_system_score_gemma":0.0007052319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600969,"about_ca_topic_score_gemma":0.005202725,"domain_scores_codex":[0.9699091,0.01692138,0.004674575,0.003036992,0.004766884,0.0006910831],"domain_scores_gemma":[0.9434479,0.02540368,0.02361221,0.004162355,0.002589537,0.0007842269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00186812,0.00009560265,0.9887778,0.0002938516,0.002732684,0.00003538449,0.00005357516,0.0007429247,0.00007776466,0.00003328446,0.0003495032,0.004939512],"study_design_scores_gemma":[0.000138682,0.0004505885,0.9967092,0.00005055162,0.0007260893,0.0001745349,0.00005519225,0.0008139306,0.0000784494,0.00003921675,0.0007478612,0.00001567755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733151,0.0084527,0.0009864814,0.0003735007,0.0000400166,0.000105008,0.01497679,0.00002538891,0.001725033],"genre_scores_gemma":[0.9926625,0.0006166832,0.0004693987,0.00007429842,0.00003595079,0.00008082503,0.005949423,0.000005701508,0.0001051709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01672517,"threshold_uncertainty_score":0.08845222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09595893749874371,"score_gpt":0.3832444662321081,"score_spread":0.2872855287333643,"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."}}