{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003692691,0.00008144799,0.0001711267,0.0005824543,0.001079217,0.0008221474,0.0001781928,0.0002465704,0.001759554],"category_scores_gemma":[0.001867342,0.0001092226,0.000159739,0.0004645333,0.0003734391,0.0004472528,0.0006065817,0.0003977641,0.0001664827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649883,"about_ca_system_score_gemma":0.0006205707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03530511,"about_ca_topic_score_gemma":0.07269324,"domain_scores_codex":[0.9997448,0.00007928703,0.00001360333,0.0000156441,0.00006809615,0.00007864699],"domain_scores_gemma":[0.9992694,0.0001038398,0.0002533078,0.00002578017,0.0001083574,0.0002393244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003625875,0.00009312118,0.9922093,0.0000085803,0.000006791254,0.00005386312,0.001725742,0.000009832243,0.0001129049,0.00006482927,0.00006392013,0.00561488],"study_design_scores_gemma":[0.00000161965,0.00005650086,0.9940261,0.00001464849,0.000004976869,0.0001228056,0.005354635,0.00005175177,0.00005986473,0.00006921995,0.0002359862,0.000001966348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992593,0.00009903035,0.000009242733,0.00006063813,0.000001480161,0.000002326509,0.00001429342,2.526708e-7,0.0005534582],"genre_scores_gemma":[0.9995692,0.0001280902,0.00001719681,0.00003142471,0.000002060911,0.00000163299,0.00002245622,2.978553e-7,0.0002276019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03530511,"threshold_uncertainty_score":0.07019925,"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."}}