{"id":"W2940474131","doi":"10.4212/cjhp.v72i2.2885","title":"Biosimilar Drugs and the Hospital Formulary: A Canadian Experience","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Alberta Health Services","funders":"","keywords":"Formulary; Biosimilar; Medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006040257,0.0006687651,0.0004269938,0.001812508,0.008619178,0.005668903,0.001614747,0.00264853,0.007155583],"category_scores_gemma":[0.009506376,0.0004312683,0.0006164264,0.004728526,0.00422346,0.001568813,0.002628183,0.003915885,0.0005028721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07414944,"about_ca_system_score_gemma":0.1279073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9209008,"about_ca_topic_score_gemma":0.9671661,"domain_scores_codex":[0.9928722,0.001297631,0.0002412572,0.0004064359,0.004055947,0.001126669],"domain_scores_gemma":[0.9884426,0.00151469,0.0006743449,0.0002374825,0.005037315,0.004093568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002163088,0.00340942,0.1512243,0.001555837,0.0003824191,0.01473455,0.04593785,0.002422615,0.006733245,0.05094113,0.1164588,0.6040367],"study_design_scores_gemma":[0.0002617224,0.001302846,0.1401783,0.001116886,0.0002534652,0.008526998,0.04245711,0.001064826,0.003084165,0.001905446,0.7995789,0.0002692327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6090149,0.08472266,0.002503555,0.1065687,0.001694307,0.0004206649,0.0009879061,0.0001087507,0.1939786],"genre_scores_gemma":[0.9051903,0.05473012,0.003110989,0.01070118,0.0002573617,0.00003181604,0.0003913501,0.000101707,0.02548518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07909918,"threshold_uncertainty_score":0.5379944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009628505420556098,"score_gpt":0.2570898726288246,"score_spread":0.2474613672082685,"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."}}