{"id":"W4399997318","doi":"10.17269/s41997-024-00905-6","title":"Is alcohol outlet availability associated with binge drinking in Canadian young adults? Findings from British Columbia and Quebec","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canada Research Chairs; Université de Sherbrooke","keywords":"Binge drinking; Alcohol; Alcohol consumption; Environmental health; Medicine; Suicide prevention; Poison control; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001465635,0.0007406376,0.00118537,0.00326977,0.007919945,0.003848853,0.003332482,0.001607395,0.006264471],"category_scores_gemma":[0.005062215,0.0009799527,0.002438149,0.01038879,0.001465391,0.001074606,0.002046657,0.002547622,0.0006453082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04419964,"about_ca_system_score_gemma":0.05095649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989877,"about_ca_topic_score_gemma":0.9995172,"domain_scores_codex":[0.9979458,0.0002157813,0.0001833626,0.0002900687,0.0004882776,0.0008767532],"domain_scores_gemma":[0.9926304,0.0004460793,0.001000281,0.0001896367,0.004360508,0.001373219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008018842,0.00007311076,0.9905056,0.0000795018,0.0001451966,0.0001239165,0.002417102,0.00006439075,0.00008365173,0.0002182168,0.002732991,0.003476123],"study_design_scores_gemma":[0.00001312136,0.00001379725,0.9909194,0.0002050309,0.0001116294,0.00004825087,0.007147238,0.0001523821,0.00003224827,0.00003787597,0.001295439,0.00002352753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750439,0.004217191,0.0001678451,0.002600905,0.0001242335,0.00009355716,0.008672426,0.00001674811,0.009063141],"genre_scores_gemma":[0.9912688,0.002340381,0.0002158487,0.0008028835,0.00002472385,0.00005848345,0.002547954,0.00001766173,0.002723301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04419964,"threshold_uncertainty_score":0.3206923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295229226741235,"score_gpt":0.2670533429941785,"score_spread":0.2341010507267662,"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."}}