{"id":"W2076074821","doi":"10.1080/08897077.2011.598404","title":"International Differences in Alcohol Use According to Sexual Orientation","year":2011,"lang":"en","type":"article","venue":"Substance Abuse","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research","keywords":"Sexual orientation; Sexual minority; Population; Psychology; Homosexuality; Heterosexuality; Demography; Substance use; Medicine; Environmental health; Clinical psychology; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001428274,0.0001099066,0.0001265239,0.0002400769,0.00005369885,0.00004312712,0.0002620289,0.00007369373,0.0008232148],"category_scores_gemma":[0.00003287818,0.0001124792,0.00002224995,0.0002889973,0.00003330893,0.0004074776,0.000008378785,0.0001355442,0.0006173016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000681708,"about_ca_system_score_gemma":0.00001829372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008279269,"about_ca_topic_score_gemma":0.01211885,"domain_scores_codex":[0.9989055,0.00007024431,0.0002567235,0.0003054859,0.000161652,0.0003004403],"domain_scores_gemma":[0.9994406,0.00006644581,0.00007767011,0.0002550421,0.00006241311,0.00009786456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191767,0.00008422915,0.9622273,0.00001095787,0.00001387242,0.00002209311,0.03102942,6.663816e-7,0.00005153724,0.001893028,0.0007719769,0.003775673],"study_design_scores_gemma":[0.0005442044,0.00004560344,0.9961727,0.00001018659,0.000006657216,0.000003303005,0.002128534,0.000006359763,0.00001745207,0.0004149647,0.0005218351,0.0001281515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857202,0.00004441109,0.0001934616,0.000141641,0.002288149,0.0001935719,0.00001649123,0.00004657571,0.01135553],"genre_scores_gemma":[0.9959472,0.0001099964,0.0004301805,0.0004537102,0.0002545496,0.00003330518,0.00001198121,0.00001265936,0.002746383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03394538,"threshold_uncertainty_score":0.9983247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645313903692555,"score_gpt":0.3843827331964261,"score_spread":0.2198513428271707,"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."}}