{"id":"W4309827966","doi":"10.1001/jamanetworkopen.2022.43653","title":"Association of Opioid and Stimulant Use Disorder Diagnoses With Fatal and Nonfatal Overdose Among People With a History of Incarceration","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; BC Mental Health & Substance Use Services; University of British Columbia","funders":"Canadian Institutes of Health Research; Ministry of Health, British Columbia","keywords":"Opioid use disorder; Medicine; Stimulant; Psychiatry; Cohort; Drug overdose; Opioid overdose; Polysubstance dependence; Substance abuse; Cohort study; Population; Poison control; Demography; Opioid; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002161116,0.0001325762,0.0003534865,0.00004870871,0.00007961761,0.00003213136,0.00007095437,0.00004046618,0.00007569876],"category_scores_gemma":[0.0000474331,0.0001050106,0.00001944013,0.0001491354,0.00005598018,0.0003359402,0.0002486306,0.0001321613,1.978087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035348,"about_ca_system_score_gemma":0.0002144117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005298357,"about_ca_topic_score_gemma":0.002388405,"domain_scores_codex":[0.998977,0.0001006294,0.0002063686,0.0002355289,0.0003281469,0.0001523333],"domain_scores_gemma":[0.9991693,0.0002156749,0.0002787344,0.0001950265,0.00008083256,0.00006042916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001503485,0.0003355972,0.9866515,0.00009333271,0.0002456685,0.00001545707,0.004017773,0.001345164,0.0000176863,0.00006293491,0.004479546,0.001231845],"study_design_scores_gemma":[0.005396938,0.001766739,0.9863548,0.0001421491,0.0002888189,0.0000129498,0.0006833487,0.003092706,0.00001355244,0.00001119468,0.002116253,0.0001205834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968429,0.001149551,0.00004343623,0.0002193988,0.00003324834,0.001183819,0.00006702271,0.00001136968,0.0004492649],"genre_scores_gemma":[0.9969727,0.0002740482,0.000680024,0.00008619174,0.00003553916,0.0001784313,0.0003045156,0.00002228823,0.001446281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003893453,"threshold_uncertainty_score":0.8009565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008443598886303328,"score_gpt":0.2252523907719696,"score_spread":0.2168087918856663,"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."}}