{"id":"W3205583301","doi":"10.1111/add.15736","title":"Modeling the population‐level impact of opioid agonist treatment on mortality among people accessing treatment between 2001 and 2020 in New South Wales, Australia","year":2021,"lang":"en","type":"article","venue":"Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Center for AIDS Research, University of California, San Diego; National Institute on Drug Abuse; National Drug and Alcohol Research Centre; Center for AIDS Research, University of Washington; National Institutes of Health; National Coronial Information System; National Institute of Allergy and Infectious Diseases; Medical Research Council; NSW Ministry of Health; University of New South Wales; U.S. Department of Veterans Affairs; Australian Government; National Institute for Health Research Health Protection Research Unit; National Institute for Health and Care Research; University of Bristol; National Health and Medical Research Council; James B. Pendleton Charitable Trust","keywords":"Discontinuation; Medicine; Cohort; Demography; Population; Cohort study; Prison; Internal medicine; Environmental health; Geography","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":[0.002440086,0.0005946298,0.0007868682,0.0007722445,0.0004714697,0.001056332,0.001457978,0.001141785,0.002777891],"category_scores_gemma":[0.006713268,0.0007668553,0.00153743,0.0006980664,0.0005474292,0.0006583341,0.001333614,0.001391202,0.0003392936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004032049,"about_ca_system_score_gemma":0.003442067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3308457,"about_ca_topic_score_gemma":0.2015024,"domain_scores_codex":[0.9992687,0.000374856,0.00002819004,0.0001404129,0.00003541122,0.0001524001],"domain_scores_gemma":[0.9978148,0.001165945,0.0003479744,0.00009713688,0.0002791643,0.0002950205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003301788,0.0002825333,0.2494541,0.0001253047,0.000578491,0.0003381734,0.0004429643,0.7339727,0.0002121253,0.004177422,0.002990618,0.007095445],"study_design_scores_gemma":[0.0001166388,0.0001905222,0.05599063,0.00006769297,0.0001805048,0.00008124272,0.00037032,0.9388243,0.00006245108,0.002594983,0.001492118,0.00002866648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866287,0.0004145601,0.005645106,0.001986408,0.00004788423,0.0000852297,0.003316636,0.00004857604,0.001826998],"genre_scores_gemma":[0.9917481,0.0002225491,0.002449246,0.0002329,0.0000188709,0.0001601561,0.001982049,0.0000120547,0.003173991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3308457,"threshold_uncertainty_score":0.65784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09456313389591992,"score_gpt":0.3638293585249693,"score_spread":0.2692662246290494,"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."}}