{"id":"W4205522863","doi":"10.1097/adm.0000000000000950","title":"Office-based Methadone Prescribing for Opioid Use Disorder: The Canadian Model","year":2022,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse","keywords":"Methadone; Opioid use disorder; Context (archaeology); Opioid; Authorization; Opioid overdose; Heroin","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":[0.002554075,0.0003693061,0.0003039887,0.001508277,0.006390301,0.004605096,0.00241272,0.001439277,0.004791337],"category_scores_gemma":[0.006662197,0.0003261953,0.0005944989,0.002944202,0.003770065,0.001558418,0.001844442,0.002385981,0.0004902168],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06482229,"about_ca_system_score_gemma":0.1751526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814206,"about_ca_topic_score_gemma":0.9923085,"domain_scores_codex":[0.995622,0.000993979,0.0001264826,0.0003255297,0.002075433,0.000856518],"domain_scores_gemma":[0.9952123,0.0006356944,0.0003122051,0.0001812268,0.001969039,0.00168943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002933959,0.0006545921,0.0658167,0.0006433978,0.0001006903,0.001244942,0.009891557,0.008915775,0.0008808685,0.5200355,0.09121702,0.3003055],"study_design_scores_gemma":[0.0004845223,0.0006403206,0.1459386,0.002879332,0.0003686047,0.00176822,0.02011568,0.04689506,0.0009985741,0.1265315,0.6528964,0.0004832541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.14928,0.01465948,0.03191099,0.2735139,0.001192161,0.0009376955,0.001655155,0.0004443148,0.5264063],"genre_scores_gemma":[0.8844231,0.02910591,0.03505279,0.01816355,0.0003417406,0.0003150979,0.0006205169,0.0001022408,0.03187515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9351777,"threshold_uncertainty_score":0.4703209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633529072863505,"score_gpt":0.2830737539635149,"score_spread":0.2467384632348798,"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."}}