{"id":"W4402238616","doi":"10.1111/add.16641","title":"Age, period and cohort effects of heavy episodic drinking by sex/gender and socioeconomic position in Canada, 2000–2021","year":2024,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Demography; Cohort; Socioeconomic status; Medicine; Young adult; Cohort study; Logistic regression; Cohort effect; Bachelor; Cross-sectional study; Gerontology; Psychology; Population; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001670583,0.0005002412,0.0004749928,0.001734286,0.001946665,0.001413239,0.001559378,0.0005093961,0.002037264],"category_scores_gemma":[0.00314745,0.0004097279,0.00121757,0.004272768,0.0006343068,0.000522598,0.001173985,0.001062445,0.0002263975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02561327,"about_ca_system_score_gemma":0.03966655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966955,"about_ca_topic_score_gemma":0.9971602,"domain_scores_codex":[0.9988326,0.00009006719,0.00006799866,0.0002330071,0.000280592,0.0004955999],"domain_scores_gemma":[0.996712,0.0001538725,0.0006330361,0.0001374841,0.001712435,0.0006512239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001139273,0.00001367251,0.9928529,0.00004010902,0.000155409,0.00003580127,0.0002630955,0.0002359031,0.0000594541,0.0001406363,0.002434575,0.003654457],"study_design_scores_gemma":[0.000005571997,0.000009848181,0.9979215,0.00004434799,0.00006407016,0.00002399995,0.0003359032,0.00042437,0.00003346646,0.0000275555,0.001102413,0.000006843484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383667,0.007337312,0.0005071259,0.00218176,0.00008506119,0.00006862736,0.04749336,0.00008118067,0.003878881],"genre_scores_gemma":[0.9877803,0.00143883,0.0003539751,0.0001945564,0.00001540222,0.00002877018,0.008730141,0.00001448367,0.001443397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02561327,"threshold_uncertainty_score":0.1858381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005482032029588217,"score_gpt":0.223301750265213,"score_spread":0.2178197182356248,"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."}}