{"id":"W4388896052","doi":"10.1016/j.puhe.2023.10.001","title":"Disparities in alcohol- and substance-related hospitalizations and deaths across sexual orientations in Canada: a longitudinal study","year":2023,"lang":"en","type":"article","venue":"Public Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Health Information; Public Health Ontario; University of Toronto; York University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Medicine; Sexual orientation; Cannabis; Psychological intervention; Lesbian; Longitudinal study; Confidence interval; Hazard ratio; Sexual minority; Psychiatry; Demography; Psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008917481,0.000131838,0.0002633772,0.0003023176,0.0003364421,0.00008039334,0.00009933519,0.00006278836,0.00004799641],"category_scores_gemma":[0.0001010778,0.0001446604,0.000008493713,0.001445314,0.0000822056,0.0002175731,0.00003854015,0.0002444577,0.00001107368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507381,"about_ca_system_score_gemma":0.001619842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912174,"about_ca_topic_score_gemma":0.9987935,"domain_scores_codex":[0.9977759,0.0002973543,0.0005134006,0.0003902219,0.000187649,0.000835445],"domain_scores_gemma":[0.9991596,0.0001662782,0.00009593467,0.0002126678,0.00004199326,0.000323526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004209542,0.0001357541,0.9702246,0.000108936,0.00001585503,0.00003338088,0.01877794,0.000005330643,1.651727e-8,0.006678337,0.001937302,0.002078326],"study_design_scores_gemma":[0.001251019,0.00009747491,0.985846,0.000006187095,0.000003603462,0.00001001893,0.01196899,0.00007575717,3.858302e-9,0.000441622,0.0001846626,0.0001146029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797803,0.000759704,0.00001034536,0.01769996,0.00045662,0.0006340072,0.0001624266,0.00005077738,0.0004458639],"genre_scores_gemma":[0.9982415,0.0003658319,0.000007322275,0.0004142595,0.00004080066,0.0001082831,0.00008818999,0.0000157346,0.0007180171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01846126,"threshold_uncertainty_score":0.5899081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106544366771167,"score_gpt":0.4196673980480861,"score_spread":0.3090129613709694,"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."}}