{"id":"W4390000876","doi":"10.24095/hpcdp.43.12.02","title":"Social disparities in alcohol consumption among Canadian emerging adults","year":2023,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Demography; Socioeconomic status; Odds; Medicine; Environmental health; Odds ratio; Disadvantaged; Alcohol consumption; Public health; Household income; Gerontology; Geography; Alcohol; Population; Logistic regression; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001040905,0.0003734053,0.0003926458,0.002480553,0.002823261,0.001061681,0.0009061089,0.0002949304,0.004678426],"category_scores_gemma":[0.00205547,0.0001744084,0.0007802024,0.003900736,0.0005917746,0.0003656901,0.001137461,0.0004974977,0.0001606504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01838946,"about_ca_system_score_gemma":0.03589394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959481,"about_ca_topic_score_gemma":0.9973809,"domain_scores_codex":[0.9992066,0.00004827397,0.00003940769,0.0001133672,0.0002703704,0.0003219924],"domain_scores_gemma":[0.9990568,0.00004851866,0.0001787371,0.00003358781,0.0004752602,0.0002070453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008843017,0.00003582653,0.9630218,0.0002969488,0.0002321425,0.0001001743,0.002207247,0.0001418507,0.0001990316,0.001599562,0.007701374,0.02437568],"study_design_scores_gemma":[0.000008177731,0.00001147932,0.9941826,0.0002119374,0.00007527347,0.00003364381,0.001403342,0.0001202995,0.00003322956,0.0001911744,0.003715208,0.00001355233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091765,0.01384752,0.0006351967,0.006235644,0.0001771714,0.0002257287,0.0380165,0.00006588743,0.03161978],"genre_scores_gemma":[0.9890055,0.00395488,0.0004853818,0.0005577804,0.00002654804,0.00005118986,0.004892263,0.000009069337,0.001017428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01838946,"threshold_uncertainty_score":0.1334255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783509495313833,"score_gpt":0.3490583766246883,"score_spread":0.30122328167155,"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."}}