{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007754958,0.0001887696,0.0004119944,0.00002498376,0.000123043,0.00001438299,0.00007298026,0.00006170763,0.0001439052],"category_scores_gemma":[0.00009103775,0.0001727412,0.00008881759,0.000270065,0.00003512874,0.000106048,0.000038502,0.000208664,0.000303605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630193,"about_ca_system_score_gemma":0.0004596337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001730655,"about_ca_topic_score_gemma":0.00001110649,"domain_scores_codex":[0.9984402,0.00004992547,0.0003735583,0.0003798388,0.0003065638,0.0004499333],"domain_scores_gemma":[0.9991047,0.00004558142,0.0001292153,0.0002980737,0.00004358956,0.0003788488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001593987,0.001396755,0.6466101,0.008148743,0.000307031,0.0003328337,0.09511976,0.0002995636,0.000920833,0.006245872,0.1595177,0.07950688],"study_design_scores_gemma":[0.01543345,0.004811232,0.6668268,0.001283002,0.00008877842,0.0001153521,0.01031416,0.001310596,0.003185312,0.001197843,0.2945763,0.000857116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7231321,0.01102243,0.001140431,0.2232038,0.0005428793,0.002728456,0.0001600939,0.0007535922,0.03731623],"genre_scores_gemma":[0.9819089,0.0008902802,0.004492274,0.0120891,0.0002214164,0.00004476838,0.0001080793,0.00004359109,0.0002015844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2587768,"threshold_uncertainty_score":0.7044181,"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."}}