{"id":"W4399482262","doi":"10.1136/annrheumdis-2024-eular.1845","title":"POS0874 COMPARABLE SAFETY AND EFFECTIVENESS AMONG NEW USERS OF BIOSIMILAR VS ORIGINATOR ANTI-TNFS IN INFLAMMATORY ARTHRITIS: POPULATION-BASED EVIDENCE FROM A POLICY CHANGE","year":2024,"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":false,"ca_institutions":"Simon Fraser University; Research Canada; University of British Columbia","funders":"","keywords":"Biosimilar; Medicine; Population; Arthritis; Computer science; Pharmacology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004479292,0.0001813314,0.0005673383,0.0001837732,0.00006053752,0.00002596627,0.0002348114,0.000132221,0.0001014071],"category_scores_gemma":[0.000695481,0.0001267125,0.0001739795,0.0003768639,0.0003254692,0.0002368647,0.00008377482,0.0001305331,0.000004116825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228097,"about_ca_system_score_gemma":0.0001752974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004685669,"about_ca_topic_score_gemma":0.000114627,"domain_scores_codex":[0.9983607,0.0006070886,0.0004655839,0.0002560921,0.00007940353,0.0002311364],"domain_scores_gemma":[0.9978564,0.001566408,0.0001623038,0.0003067749,0.00005092359,0.00005714428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005917036,0.0001847313,0.9727686,0.001391725,0.0004100427,0.000005064746,0.0002811911,0.00008176637,0.001882912,0.001772908,0.0004452955,0.02018405],"study_design_scores_gemma":[0.0005011956,0.00007592831,0.9760886,0.009889364,0.0000903496,0.000001029265,0.00003168009,0.0004255664,0.0100896,0.002517958,0.0001469714,0.0001417957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554537,0.04160802,0.00005505163,0.001959113,0.0002032145,0.0004202396,0.0002652951,0.00002819802,0.000007201736],"genre_scores_gemma":[0.9975449,0.002103618,0.00006277412,0.0002113523,0.00001673152,0.00001492451,0.00001630563,0.00001265805,0.00001674441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04209122,"threshold_uncertainty_score":0.7083361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04622181934063255,"score_gpt":0.3329080716615825,"score_spread":0.2866862523209499,"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."}}