{"id":"W3130231318","doi":"10.9778/cmajo.20200021","title":"Service delivery models for injectable opioid agonist treatment in Canada: 2 sequential environmental scans","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Ottawa Public Health; British Columbia Centre on Substance Use; Foothills Medical Centre; Douglas College; McGill University; Douglas Mental Health University Institute; University of Calgary; University of Alberta; Centre for Addiction and Mental Health; University of British Columbia; Alberta Health Services","funders":"Canadian Institutes of Health Research; BrainsWay; Pfizer","keywords":"Hydromorphone; Pharmacy; Medicine; Service delivery framework; Opioid use disorder; Service (business); Medical emergency; Family medicine; Emergency medicine; Opioid; Business; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00004937054,0.0002294222,0.0004208329,0.0000389865,0.0001072121,0.00005959514,0.0001747465,0.00005728017,0.0004034926],"category_scores_gemma":[0.000004911352,0.0002172389,0.00007231023,0.0001376711,0.00001566489,0.0001797963,0.0001954387,0.0000688056,0.00002431398],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00364395,"about_ca_system_score_gemma":0.006024877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9542542,"about_ca_topic_score_gemma":0.9726887,"domain_scores_codex":[0.9986346,0.00003638554,0.000273723,0.0004666648,0.0001980736,0.0003905674],"domain_scores_gemma":[0.9992796,0.0000366985,0.00005185506,0.0004321031,0.00003485809,0.0001649077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006414145,0.01755983,0.6980849,0.001853109,0.004726359,0.007247954,0.02642445,0.04004764,0.0423434,0.001466166,0.02434564,0.1294864],"study_design_scores_gemma":[0.1086874,0.004168176,0.2549202,0.001393097,0.003727917,0.0007712601,0.07797428,0.1083377,0.2478215,0.002600275,0.1855903,0.00400796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910114,0.001136385,0.00006304251,0.001593888,0.000198412,0.002321364,0.0006143554,0.00001406971,0.003047099],"genre_scores_gemma":[0.9919649,0.0002894396,0.001733041,0.00123036,0.00005546032,0.0007414256,0.001594058,0.00004597341,0.002345347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4431647,"threshold_uncertainty_score":0.9996101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941593705004249,"score_gpt":0.2658371923224865,"score_spread":0.236421255272444,"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."}}