{"id":"W4214850994","doi":"10.1186/s12889-022-12685-0","title":"Opioid agonist treatment (OAT) experiences and release plans among federally incarcerated individuals with opioid use disorder (OUD) in Ontario, Canada: a mixed-methods study","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canada Research Chairs; Wilfrid Laurier University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; China Scholarship Council","keywords":"Opioid use disorder; Medicine; Buprenorphine; Methadone; Public health; Thematic analysis; Qualitative research; Psychiatry; Qualitative property; Opiate Substitution Treatment; Family medicine; Opioid; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000996155,0.0005276136,0.0009577149,0.0003800743,0.0009432398,0.0002524423,0.0002075844,0.00006636891,0.0003061191],"category_scores_gemma":[0.0001234058,0.0004186305,0.00005790194,0.0007358537,0.0001256366,0.0002861477,0.0002210086,0.0004980735,8.870863e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005799741,"about_ca_system_score_gemma":0.02834876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990786,"about_ca_topic_score_gemma":0.9981639,"domain_scores_codex":[0.9948956,0.001364377,0.0008262508,0.0009935603,0.0008804325,0.001039797],"domain_scores_gemma":[0.9977914,0.0002876908,0.0002941627,0.0006613539,0.00008255501,0.0008828254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199094,0.003552185,0.9061661,0.00006044083,0.0001680166,0.0001740895,0.08369917,0.00004457814,7.346816e-7,0.00002377196,0.0006835598,0.005207465],"study_design_scores_gemma":[0.006840515,0.004856692,0.8253676,0.00003421477,0.00004945091,0.00005322949,0.1429544,0.0001378559,0.000003788573,0.000004277094,0.01938657,0.0003114105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928137,0.0005361538,0.00007527466,0.001904923,0.0001917434,0.004090589,0.0001588842,0.00009292594,0.0001358223],"genre_scores_gemma":[0.989701,0.00005911979,0.00373392,0.0009096866,0.00002459076,0.003748486,0.0006993584,0.00006645139,0.00105736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08079847,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082532424473293,"score_gpt":0.3147782319552054,"score_spread":0.2839529077104725,"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."}}