{"id":"W4399628176","doi":"10.13162/hro-ors.v11i2.5711","title":"Implementing a Medication Switching Policy: Analysis of the Saskatchewan Biosimilars Initiative","year":2024,"lang":"en","type":"article","venue":"Health Reform Observer - Observatoire des Réformes de Santé","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority","funders":"","keywords":"Biosimilar; Medicine; Business; 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":[0.01161678,0.0007846761,0.000959133,0.004520142,0.003020081,0.006924695,0.003998282,0.002742199,0.01107725],"category_scores_gemma":[0.0278678,0.000704103,0.002962864,0.00961871,0.001660944,0.002621648,0.003760176,0.005095412,0.0009093553],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08664791,"about_ca_system_score_gemma":0.1352035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8675678,"about_ca_topic_score_gemma":0.8998053,"domain_scores_codex":[0.9776053,0.004961931,0.001018634,0.0009933857,0.007450232,0.007970509],"domain_scores_gemma":[0.9397151,0.02336195,0.01165692,0.001738394,0.01409371,0.009433893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005722819,0.003976422,0.7591145,0.001656103,0.003142759,0.001170974,0.002469912,0.02193159,0.002132599,0.04235473,0.05264581,0.1036818],"study_design_scores_gemma":[0.001068311,0.001362069,0.929914,0.0008453354,0.001150491,0.0001851378,0.009393208,0.01532449,0.001013664,0.003042062,0.03647804,0.0002231322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.885808,0.002926039,0.001030659,0.01587538,0.0001218298,0.001844184,0.01400506,0.0001015545,0.07828727],"genre_scores_gemma":[0.9559624,0.002789552,0.001142886,0.01195246,0.00007487892,0.0008781187,0.009955007,0.00005373745,0.01719099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9133521,"threshold_uncertainty_score":0.6286775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04524062438025573,"score_gpt":0.3579668235505265,"score_spread":0.3127261991702708,"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."}}