{"id":"W4322495149","doi":"10.1111/add.16178","title":"Does opioid agonist treatment reduce overdose mortality risk in people who are older or have physical comorbidities? Cohort study using linked administrative health data in New South Wales, Australia, 2002–17","year":2023,"lang":"en","type":"article","venue":"Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute on Drug Abuse; National Health and Medical Research Council; NSW Ministry of Health; Medical Research Council; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; National Institutes of Health; National Coronial Information System; Seqirus; Centre for Health Record Linkage; NSW Health; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Indivior","keywords":"Medicine; Buprenorphine; Methadone; Drug overdose; Cohort study; Cohort; Opioid overdose; Opioid use disorder; Opioid; Population; Internal medicine; Emergency medicine; Poison control; Anesthesia; (+)-Naloxone; Environmental health","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":[0.0003280688,0.0004127262,0.0009656255,0.000228601,0.0001853889,0.00005984107,0.0001529449,0.0001142538,0.0001599024],"category_scores_gemma":[0.00009628342,0.0002853671,0.00008901846,0.000663512,0.00006863542,0.000241076,0.0001123591,0.0003409981,0.00004130647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402113,"about_ca_system_score_gemma":0.001306476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08836325,"about_ca_topic_score_gemma":0.09066828,"domain_scores_codex":[0.9970458,0.0002997538,0.0006307609,0.0009761731,0.0005207671,0.000526795],"domain_scores_gemma":[0.9980544,0.0001058316,0.0003779207,0.001151069,0.0000494182,0.0002613941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003999226,0.003700205,0.9627011,0.00006447301,0.0004119627,0.0002178975,0.02865974,0.00009929454,0.00001052811,0.000002324619,0.002682616,0.001049971],"study_design_scores_gemma":[0.005420323,0.001368701,0.9559322,0.0004011754,0.0005101652,0.000005820301,0.03325512,0.002567478,0.00008267449,0.00001512741,0.0002009671,0.0002402345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931554,0.00008442893,0.000009671084,0.0003901639,0.0002859268,0.003757495,0.0021412,0.0001352343,0.00004051629],"genre_scores_gemma":[0.9913261,0.0004312222,0.00008614384,0.00004457667,0.0003200461,0.0001944164,0.003163421,0.00004843474,0.004385618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006768847,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363109026201592,"score_gpt":0.4170441282661123,"score_spread":0.2807332256459531,"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."}}