{"id":"W4387091714","doi":"10.1097/ede.0000000000001674","title":"The Joint Effect of Education and Alcohol Use on 100% Alcohol-attributable Hospitalization or Death in Canada","year":2023,"lang":"en","type":"article","venue":"Epidemiology","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Alcohol; Demography; Hazard ratio; Socioeconomic status; Population; Proportional hazards model; Cohort study; Environmental health; Poison control; Gerontology; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001395148,0.0004267258,0.0005730775,0.001275035,0.001511059,0.001154052,0.001239957,0.0004676317,0.002501801],"category_scores_gemma":[0.005377593,0.0003285896,0.00160181,0.002444304,0.0008926062,0.0004296412,0.00151063,0.001033722,0.0001370435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02035131,"about_ca_system_score_gemma":0.03899648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915454,"about_ca_topic_score_gemma":0.9928974,"domain_scores_codex":[0.9984404,0.0002390731,0.00009194993,0.0002240034,0.0004263057,0.0005781238],"domain_scores_gemma":[0.9960322,0.0006396936,0.0007538335,0.0002404205,0.001373931,0.0009599496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063073,0.000009767458,0.9959257,0.00002556597,0.0001707236,0.00005188638,0.00006919949,0.0003441702,0.00003741094,0.0001490733,0.0005909225,0.002519324],"study_design_scores_gemma":[0.00001224463,0.00001768615,0.9969925,0.00005384539,0.0001621191,0.0000759932,0.0002475324,0.001523532,0.00006112827,0.0002151194,0.0006234792,0.0000148084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982011,0.00370993,0.0005801112,0.00186896,0.00004482863,0.00004263678,0.008344302,0.0000401074,0.003358111],"genre_scores_gemma":[0.9973289,0.0006773341,0.0001684536,0.00007834105,0.000008272147,0.000006945363,0.00124907,0.000005549157,0.0004771473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02035131,"threshold_uncertainty_score":0.1476598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041292512299386,"score_gpt":0.3651526797630828,"score_spread":0.2610234285331442,"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."}}