{"id":"W3083830213","doi":"10.1377/hlthaff.2019.01351","title":"Regulating Opioid Supply Through Insurance Coverage","year":2020,"lang":"en","type":"article","venue":"Health Affairs","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; University of Victoria","funders":"","keywords":"Formulary; Medical prescription; Prior authorization; Opioid; Medicine; Reimbursement; Medicare Part D; Payment; Family medicine; Health care; Business; Pharmacology; Prescription drug; Finance; 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":[0.005209091,0.0002073107,0.0001976019,0.001083827,0.002126102,0.002161032,0.00135958,0.0007019917,0.005288508],"category_scores_gemma":[0.01782876,0.0002521639,0.0005017684,0.001008005,0.002176527,0.0009907051,0.001780563,0.001538292,0.0003214258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02011894,"about_ca_system_score_gemma":0.04745252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7901516,"about_ca_topic_score_gemma":0.8587943,"domain_scores_codex":[0.9948642,0.001133807,0.0001600095,0.0003606543,0.001889311,0.001592031],"domain_scores_gemma":[0.9892412,0.003555516,0.001788235,0.0008884857,0.002635151,0.001891395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006646664,0.0007312335,0.4518487,0.00068192,0.0003180588,0.0003289443,0.005320271,0.005653216,0.009259896,0.07156323,0.08887095,0.364759],"study_design_scores_gemma":[0.0001745527,0.0003989717,0.6180364,0.0009759316,0.0002569286,0.0001605655,0.002505796,0.0069279,0.005677985,0.00751268,0.3572626,0.0001096774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6780172,0.007650904,0.01250469,0.09567083,0.0007755647,0.000834825,0.004086871,0.000713027,0.1997462],"genre_scores_gemma":[0.9680781,0.001553173,0.003845694,0.01606534,0.0002573645,0.0001420397,0.0007343445,0.00004761019,0.009276229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7901516,"threshold_uncertainty_score":0.4221684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650622462991274,"score_gpt":0.3024687998966509,"score_spread":0.2759625752667382,"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."}}