{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002569687,0.0005673881,0.00163208,0.0009582369,0.000138223,0.00002679408,0.0002564302,0.0004629048,0.0003249507],"category_scores_gemma":[0.001598381,0.0004181424,0.0005169474,0.0006214525,0.0001595812,0.0003544921,0.00003976342,0.0009395895,0.00001055772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188135,"about_ca_system_score_gemma":0.001543197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007983107,"about_ca_topic_score_gemma":0.00003751156,"domain_scores_codex":[0.9953296,0.0001609215,0.002103916,0.0005506707,0.001478865,0.0003760148],"domain_scores_gemma":[0.9948378,0.0004750073,0.002136823,0.0006387344,0.001409276,0.0005024014],"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":[0.004459245,0.001491711,0.00921401,0.001466668,0.006440165,0.0006028729,0.009388985,0.0000783943,0.003685287,0.00003139744,0.9087177,0.05442359],"study_design_scores_gemma":[0.02489311,0.047311,0.06255821,0.02286628,0.02249055,0.0003109828,0.001476694,0.001475504,0.001575668,0.0004600283,0.8138067,0.0007753379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07551644,0.003064762,0.01009833,0.9049474,0.001097472,0.004186699,0.0009708942,0.00007135225,0.00004661874],"genre_scores_gemma":[0.3379746,0.0217319,0.06482112,0.4436298,0.09137875,0.002193532,0.03203391,0.001004302,0.005232078],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4613176,"threshold_uncertainty_score":0.999827,"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."}}