{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009446469,0.0001775013,0.0004139328,0.000490613,0.0006537299,0.00001906273,0.0001744827,0.00005153628,0.0004833561],"category_scores_gemma":[0.0005063943,0.0001122515,0.0002051686,0.0003465838,0.00009149773,0.0001235016,0.00002273667,0.0005357016,0.000001988031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007714396,"about_ca_system_score_gemma":0.00157282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478338,"about_ca_topic_score_gemma":0.007739473,"domain_scores_codex":[0.9980128,0.0001008068,0.0006119774,0.000167241,0.0008101604,0.0002970196],"domain_scores_gemma":[0.9982533,0.0002887804,0.0004004578,0.000302769,0.0004130086,0.0003416362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009526604,0.002569495,0.02591313,0.0003595019,0.002807021,0.0003774574,0.01216527,0.2789581,0.005149116,0.001634899,0.6063451,0.05419426],"study_design_scores_gemma":[0.02357173,0.008169733,0.01996149,0.000465726,0.003329572,0.000643271,0.004671503,0.2072101,0.0004478814,0.0003806165,0.7308108,0.0003375714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6909336,0.01610007,0.05563891,0.2249113,0.004944517,0.005204601,0.0005398688,0.0001380792,0.00158899],"genre_scores_gemma":[0.9892828,0.0001962672,0.00359268,0.005166329,0.0005073663,0.0001147418,0.0001357518,0.00005046038,0.0009536222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2983492,"threshold_uncertainty_score":0.9917772,"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."}}