{"id":"W2999853201","doi":"10.1002/pds.4957","title":"A rapid monitoring plan following a shift in coverage from brand name to biosimilar drugs for rheumatoid arthritis in British Columbia","year":2020,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biosimilar; Medicine; Etanercept; Infliximab; Rheumatoid arthritis; Cumulative incidence; Family medicine; Emergency medicine; Cohort; 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":[0.01270702,0.0006098863,0.0006374588,0.002793346,0.001537566,0.001978448,0.001998049,0.000964107,0.002265827],"category_scores_gemma":[0.0190626,0.0004557058,0.0004557386,0.002476254,0.000397098,0.0005886338,0.001816696,0.001166607,0.0005285802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01556419,"about_ca_system_score_gemma":0.03731393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6720414,"about_ca_topic_score_gemma":0.6589271,"domain_scores_codex":[0.9916114,0.00261914,0.0005392235,0.0008400087,0.003385649,0.001004601],"domain_scores_gemma":[0.9822411,0.004749641,0.002842516,0.0007596799,0.00698246,0.002424574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002371676,0.001147026,0.6386313,0.0006083993,0.0002849813,0.001276063,0.001681849,0.03357987,0.004848147,0.002117774,0.08612454,0.2273283],"study_design_scores_gemma":[0.000888466,0.002081608,0.8551587,0.0002855712,0.0001277747,0.0002625231,0.00173009,0.06890377,0.004634705,0.001358502,0.06439282,0.0001755241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8375459,0.001855551,0.03919017,0.0240146,0.0004210041,0.01688683,0.04632071,0.003195595,0.0305697],"genre_scores_gemma":[0.8610023,0.0008409026,0.08432646,0.007049378,0.000209153,0.008817494,0.02606139,0.0001223922,0.01157059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279586,"threshold_uncertainty_score":0.65978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873649454978425,"score_gpt":0.2975365821674436,"score_spread":0.2688000876176594,"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."}}