{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003690931,0.0002072396,0.0003247323,0.0002335826,0.00009499775,0.00002550118,0.0001025906,0.00008604663,0.0002866017],"category_scores_gemma":[0.0000552631,0.0001526299,0.00002129719,0.0009560778,0.00004788426,0.0006430614,0.00007720229,0.0001946396,0.00003136709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360274,"about_ca_system_score_gemma":0.00003773361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001588386,"about_ca_topic_score_gemma":0.001923027,"domain_scores_codex":[0.9980786,0.00009540876,0.0003962,0.000664976,0.0005228669,0.0002418744],"domain_scores_gemma":[0.9988902,0.00003903263,0.000137359,0.0007398556,0.00008148772,0.0001120383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171802,0.0008413448,0.9884196,0.000005224985,0.001321533,0.0003145663,0.007341975,0.000005647476,0.000007669725,0.00001303559,0.001235452,0.0003221487],"study_design_scores_gemma":[0.004754428,0.001706158,0.9868575,0.00004134676,0.0007705631,0.000009762659,0.005372523,0.0002076948,0.00001752705,0.00003171421,0.00006262552,0.0001681013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968749,0.0001019405,0.000004524948,0.0001173451,0.0003002989,0.00216134,0.00005880161,0.0002348037,0.0001460917],"genre_scores_gemma":[0.9957743,0.001083278,0.0000478187,0.00001586713,0.00008157719,0.0001919227,0.002416316,0.0000322866,0.00035661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004582626,"threshold_uncertainty_score":0.6224069,"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."}}