{"id":"W4412490411","doi":"10.1186/s13075-025-03607-7","title":"Disease remission and sustained remission after etanercept biosimilar or originator initiation in rheumatoid arthritis: an interim real-world analysis","year":2025,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Arthritis Patient Alliance; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Sherbrooke; University of Alberta; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Rheumatoid arthritis; Etanercept; Hazard ratio; Confidence interval; Proportional hazards model; Odds ratio; Log-rank test; Interim analysis; Logistic regression; Gastroenterology; Rheumatology; Multivariate analysis; Clinical trial","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":[0.01587864,0.0007486891,0.001444889,0.00161743,0.0007815139,0.002235651,0.001281539,0.000936298,0.002518253],"category_scores_gemma":[0.01651357,0.000611379,0.003601099,0.002132119,0.0008246688,0.001325428,0.001285016,0.001329768,0.0004239454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913923,"about_ca_system_score_gemma":0.001557576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360235,"about_ca_topic_score_gemma":0.01021788,"domain_scores_codex":[0.9929128,0.00292994,0.0006097672,0.001343209,0.001220395,0.000983846],"domain_scores_gemma":[0.9811621,0.005609558,0.007251184,0.003253236,0.001892108,0.0008318842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03159832,0.0003201494,0.9530104,0.0003185438,0.003349571,0.0001653846,0.0003521863,0.001534229,0.0006206039,0.0001425556,0.0006398418,0.007948192],"study_design_scores_gemma":[0.0006941142,0.003452439,0.9886705,0.00004493572,0.00224046,0.0003261534,0.0002002967,0.002240597,0.0006241486,0.0001238081,0.00131653,0.00006617229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901491,0.0009283554,0.001395859,0.00006061162,0.00001584228,0.0002177606,0.006510229,0.0000339269,0.0006882914],"genre_scores_gemma":[0.9911281,0.0001183155,0.0009742254,0.00003598827,0.00001564813,0.0002627236,0.007109463,0.00001219096,0.0003433745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01587864,"threshold_uncertainty_score":0.08397532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04516362668080758,"score_gpt":0.4004999257984754,"score_spread":0.3553362991176678,"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."}}