{"id":"W3032626619","doi":"10.1002/pds.5008","title":"Rapid monitoring of health services utilization following a shift in coverage from brand name to biosimilar drugs in British Columbia—An interim report","year":2020,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministry of Health","keywords":"Medicine; Biosimilar; Interim; Cohort; Etanercept; Christian ministry; Interim analysis; Family medicine; Demography; Cohort study; Health policy; Pharmacoepidemiology; Environmental health; Public health; Clinical trial; Internal medicine; Nursing; Geography","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":[0.002401451,0.0003560318,0.0004074797,0.001666961,0.00107983,0.001260833,0.001467909,0.000697337,0.001029511],"category_scores_gemma":[0.005864257,0.0003877601,0.0003702015,0.003292357,0.0004362414,0.0004528739,0.001016986,0.0008577425,0.0002400791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01723216,"about_ca_system_score_gemma":0.02401037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9473062,"about_ca_topic_score_gemma":0.9470301,"domain_scores_codex":[0.9970982,0.0003596051,0.000207338,0.0002952738,0.001376025,0.0006635359],"domain_scores_gemma":[0.9915817,0.0007878554,0.001739429,0.000355876,0.004461906,0.001073172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002298213,0.0001370687,0.9855457,0.00005608939,0.00006767867,0.0001118717,0.0002890586,0.0003839477,0.0003237717,0.00003156247,0.002510444,0.01031305],"study_design_scores_gemma":[0.00001147153,0.00005868602,0.9982297,0.00001444276,0.00001424714,0.00002888876,0.0002114974,0.0005395271,0.0001285677,0.000005399316,0.0007499233,0.000007636815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891746,0.0003393536,0.000243855,0.000472537,0.00001092544,0.0001460467,0.008017939,0.0000406859,0.001554059],"genre_scores_gemma":[0.988441,0.0003727698,0.0007897096,0.0004255314,0.00001630309,0.0001536342,0.008276302,0.0000113047,0.001513442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05269378,"threshold_uncertainty_score":0.1250287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374257445547603,"score_gpt":0.3616216383470049,"score_spread":0.3078790638915289,"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."}}