{"id":"W4367833933","doi":"10.1111/add.16218","title":"All‐cause and cause‐specific mortality in individuals with an alcohol‐related emergency or hospital inpatient presentation: A retrospective data linkage cohort study","year":2023,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"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 Drug and Alcohol Research Centre; National Health and Medical Research Council; National Institutes of Health; Seqirus; NSW Ministry of Health; Indivior; Department of Health and Aged Care, Australian Government; National Coronial Information System; University of Queensland; University of New South Wales; Cancer Institute NSW; Australian Government","keywords":"Medicine; Retrospective cohort study; Cohort; Emergency department; Population; Cohort study; National Death Index; Mortality rate; Confidence interval; Demography; Pediatrics; Hazard ratio; Environmental health; Internal medicine; Psychiatry","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":[0.005400768,0.0004947659,0.0007146312,0.001788929,0.000896565,0.0009660844,0.0009709881,0.00048765,0.001053341],"category_scores_gemma":[0.008851403,0.0008838052,0.000892824,0.002549608,0.0004003534,0.000705089,0.00183335,0.0009825404,0.0003898881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342098,"about_ca_system_score_gemma":0.00222974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03553383,"about_ca_topic_score_gemma":0.03349152,"domain_scores_codex":[0.996527,0.001196656,0.000431795,0.0008984643,0.000601591,0.0003444202],"domain_scores_gemma":[0.9935259,0.0007974503,0.002477609,0.001403845,0.001223928,0.0005713693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001829925,0.00006760324,0.9967264,0.00004063014,0.0002341571,0.000155237,0.000345747,0.0000660165,0.0001618477,0.00005680637,0.0007570731,0.001205461],"study_design_scores_gemma":[0.00007621983,0.0002349763,0.9957794,0.00007952456,0.0002374009,0.0006959397,0.0005995795,0.0005455709,0.000105789,0.0000671737,0.001554295,0.00002414796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932116,0.0003397719,0.0009316048,0.0001054248,0.00001709714,0.0002611722,0.004591205,0.0000139029,0.0005282727],"genre_scores_gemma":[0.9888319,0.0005037473,0.002018094,0.0001697114,0.00003130516,0.000714437,0.007178155,0.00001385139,0.0005387414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03553383,"threshold_uncertainty_score":0.07065403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07751418581213466,"score_gpt":0.3593983793456673,"score_spread":0.2818841935335327,"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."}}