{"id":"W4411428627","doi":"10.1016/j.ard.2025.06.528","title":"POS1178 DRUG DISCONTINUATION IN INFLAMMATORY ARTHRITIS FOLLOWING MANDATORY NON-MEDICAL SWITCHING FROM ORIGINATOR TO BIOSIMILAR IN QUEBEC, CANADA","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Montreal Clinical Research Institute; McGill University Health Centre","funders":"","keywords":"Medicine; Biosimilar; Discontinuation; Drug; Arthritis; Drug approval; Rheumatoid arthritis; Intensive care medicine; Pharmacology; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002068612,0.0002791893,0.0004835471,0.001248782,0.002003362,0.001412571,0.001244064,0.0006737849,0.003542779],"category_scores_gemma":[0.005316808,0.000228288,0.0007427007,0.003884083,0.0007742152,0.0003823278,0.0005738747,0.0009614454,0.000234489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03582641,"about_ca_system_score_gemma":0.04027523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987525,"about_ca_topic_score_gemma":0.9907805,"domain_scores_codex":[0.9977944,0.0003196159,0.0001776058,0.0003739971,0.0006557797,0.0006786579],"domain_scores_gemma":[0.9914446,0.001029101,0.003641405,0.0002525099,0.002396167,0.001236237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003658261,0.00005064107,0.9867444,0.00008116922,0.00009956069,0.0002357133,0.0003280902,0.0003083886,0.0001252137,0.0001492002,0.002298885,0.009212838],"study_design_scores_gemma":[0.00005591588,0.0001166629,0.9948475,0.00009517928,0.00009351253,0.0003010669,0.0004793077,0.001004672,0.0001097387,0.00004955489,0.002821729,0.00002516779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746507,0.003976354,0.0005167508,0.001301191,0.00003533358,0.0001998934,0.01297063,0.00003806052,0.006311075],"genre_scores_gemma":[0.9944355,0.0008572029,0.0002800012,0.0004642939,0.00001857952,0.00003966977,0.002878969,0.000009280748,0.001016414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03582641,"threshold_uncertainty_score":0.25994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007377121633257179,"score_gpt":0.277455790872275,"score_spread":0.2700786692390179,"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."}}