{"id":"W3113156584","doi":"10.1097/adm.0000000000000788","title":"Initiation of Medications for Opioid Use Disorder Shortly Before Release From Prison to Promote Treatment Retention: Strong Evidence but Compromised Policy","year":2020,"lang":"en","type":"letter","venue":"Journal of Addiction Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prison; Opioid use disorder; Opioid; Psychiatry; Immediate release; Extended release; Intensive care medicine; Pharmacology; Internal medicine; Criminology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01999566,0.0004123144,0.001112282,0.0009460033,0.003375807,0.003892103,0.002438667,0.02244823,0.01967997],"category_scores_gemma":[0.1812354,0.0004882854,0.001242071,0.0008755374,0.003425322,0.005020173,0.002567013,0.01926317,0.005416774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006933915,"about_ca_system_score_gemma":0.02429715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02206235,"about_ca_topic_score_gemma":0.0543366,"domain_scores_codex":[0.9822925,0.01062649,0.001659062,0.0008478495,0.002720916,0.001853212],"domain_scores_gemma":[0.75783,0.1848681,0.01326305,0.003593444,0.02001997,0.02042545],"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":[0.0003167211,0.0001917747,0.00721465,0.0005312086,0.0000657608,0.0005395549,0.0003284166,0.0001292334,0.0001364464,0.005720674,0.9107774,0.07404807],"study_design_scores_gemma":[0.003038138,0.001298558,0.04847135,0.02806799,0.0006517927,0.002193069,0.00445374,0.002128083,0.001222211,0.04157422,0.8665821,0.0003187747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001118867,0.002066409,0.00007493964,0.9881286,0.004268566,0.00001507547,0.00007362459,0.00001586689,0.004237952],"genre_scores_gemma":[0.02345533,0.005625886,0.0005790745,0.9467175,0.01880944,0.00009500366,0.00009514837,0.00002519801,0.004597518],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02244823,"threshold_uncertainty_score":0.1057484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05613415427677117,"score_gpt":0.3343694585703706,"score_spread":0.2782353042935994,"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."}}