{"id":"W4379523616","doi":"10.1136/annrheumdis-2023-eular.2446","title":"POS0564 THE IMPACT OF BIOSIMILAR SWITCHING POLICIES IN INFLAMMATORY ARTHRITIS ON UPTAKE AND SPENDING IN BRITISH COLUMBIA, CANADA","year":2023,"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":"University of Calgary; Centre for Advancing Health Outcomes; University of Toronto; Providence Health Care; University of British Columbia","funders":"","keywords":"Biosimilar; Medicine; Inflammatory arthritis; Arthritis; Antirheumatic Agents; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004621341,0.00009575083,0.0003376341,0.00006953793,0.00009231651,0.00003603667,0.000247868,0.00006779836,0.00009798122],"category_scores_gemma":[0.0005303738,0.00007657305,0.0001270592,0.0003245817,0.0002134917,0.00004180184,0.0001256466,0.0001479214,0.000001178248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002157316,"about_ca_system_score_gemma":0.0001583365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5760395,"about_ca_topic_score_gemma":0.7012188,"domain_scores_codex":[0.9987965,0.0002782207,0.0004325818,0.0001370628,0.00006944696,0.0002862531],"domain_scores_gemma":[0.9989764,0.0005822462,0.000157574,0.0002307001,0.00002496798,0.00002811959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006847768,0.0002040285,0.8843053,0.0002189546,0.0003400898,0.00002265595,0.0005262373,0.0001369135,0.001864001,0.0001733776,0.01397125,0.09816872],"study_design_scores_gemma":[0.0003283456,0.0000525639,0.9954554,0.001148615,0.00001193272,0.000008231486,0.0006430226,0.000051202,0.0005355226,0.001629022,0.00005231476,0.00008377301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955385,0.003020434,2.066224e-7,0.0008593241,0.00009980427,0.0001937697,0.0002210513,0.000008333167,0.00005855945],"genre_scores_gemma":[0.9982672,0.001459059,0.000003434482,0.0001658658,0.000004350324,0.000006478875,0.000004285888,0.000008110073,0.00008123025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251793,"threshold_uncertainty_score":0.4267837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283880449561458,"score_gpt":0.3001521578998069,"score_spread":0.2717641129436611,"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."}}