{"id":"W2298504533","doi":"10.2105/ajph.2016.303083","title":"Prevalence and Co-Occurrence of Heavy Drinking and Anxiety and Mood Disorders Among Gay, Lesbian, Bisexual, and Heterosexual Canadians","year":2016,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Lesbian; Mood; Mood disorders; Psychology; Psychiatry; Clinical psychology; Logistic regression; Odds ratio; Homosexuality; Anxiety disorder; Sexual orientation; Sexual minority; Medicine; Social psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001457884,0.0001879873,0.0005047948,0.0003245111,0.0002272308,0.00007077452,0.0001662475,0.00006261501,0.00002921865],"category_scores_gemma":[0.0001513461,0.0001483698,0.00002916511,0.0002218049,0.001541902,0.0004096279,0.00005169017,0.0002764355,6.81396e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008152257,"about_ca_system_score_gemma":0.0006223611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03458197,"about_ca_topic_score_gemma":0.0215585,"domain_scores_codex":[0.9975896,0.0005484745,0.0006530254,0.0003236594,0.0002349111,0.0006502597],"domain_scores_gemma":[0.9973869,0.0002726714,0.0008539818,0.0002107837,0.0000998252,0.001175849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001803902,0.00004543286,0.7622582,0.0002276915,0.00002963301,0.000001583202,0.003674284,3.77394e-8,0.000009145573,0.0001810189,0.0008324181,0.2327225],"study_design_scores_gemma":[0.0009037243,0.001586521,0.9923809,0.00007382065,0.00001586262,0.0003143023,0.001995067,0.000003372356,5.174109e-7,0.0001258141,0.002442119,0.0001579982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807612,0.002407913,0.000273081,0.01576346,0.0001901701,0.0001755647,0.0001306294,0.000009649078,0.0002882866],"genre_scores_gemma":[0.98054,0.01845083,0.000127259,0.00063021,0.0001180938,0.000003482369,0.000001482294,0.0000158296,0.0001128514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2325645,"threshold_uncertainty_score":0.9962955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05190693157745023,"score_gpt":0.3751707715684668,"score_spread":0.3232638399910165,"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."}}