{"id":"W1981279162","doi":"10.1080/13691058.2012.754054","title":"Sexual identity and drug use harm among high-risk, active substance users","year":2013,"lang":"en","type":"article","venue":"Culture Health & Sexuality","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health Research Institute; NOSM University; University of Victoria; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Health Canada; Provincial Health Services Authority","keywords":"Ecstasy; Lesbian; Harm reduction; Psychology; Sexual minority; Harm; Psychiatry; Sexual identity; Transgender; Clinical psychology; Medicine; Human sexuality; Public health; Social psychology; Sociology; Gender studies","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001251013,0.0004466978,0.0006673798,0.0001118834,0.001047026,0.0003140669,0.0003924306,0.000379616,0.0005433527],"category_scores_gemma":[0.0002216318,0.0004012268,0.00006997924,0.0004558293,0.0004526428,0.002009075,0.00009884923,0.001277665,0.0006463235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631412,"about_ca_system_score_gemma":0.0002235467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5378834,"about_ca_topic_score_gemma":0.08458292,"domain_scores_codex":[0.9947697,0.00171768,0.0008286581,0.001028177,0.0004629037,0.001192889],"domain_scores_gemma":[0.9967415,0.0002649603,0.0007221769,0.0009335724,0.0003041677,0.001033584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006918274,0.0003340121,0.6925102,0.0008010272,0.00009580753,0.000007089538,0.04155665,6.993333e-7,0.00001721143,0.003589272,0.2552032,0.005815574],"study_design_scores_gemma":[0.001021982,0.0001473143,0.9820866,0.00001550922,0.00004969943,0.00001041179,0.005432931,0.000003996108,0.000005309669,0.002397223,0.008441173,0.0003878366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988992,0.001274262,0.0001164855,0.004522314,0.002101525,0.001442305,0.0003974918,0.0002535003,0.0009001582],"genre_scores_gemma":[0.9634963,0.00100198,0.0002866661,0.005226629,0.001065103,0.0001832231,0.0001452627,0.00006301285,0.02853186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4533005,"threshold_uncertainty_score":0.999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0593975928527483,"score_gpt":0.3947942411901599,"score_spread":0.3353966483374116,"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."}}