{"id":"W1512619464","doi":"10.1111/j.1365-2923.2012.04272.x","title":"Development of expertise in mental health service provision for lesbian, gay, bisexual and transgender communities","year":2012,"lang":"en","type":"article","venue":"Medical Education","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; York University; McMaster University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Transgender; Lesbian; Mental health; Sexual orientation; Heterosexism; Sexual identity; Homosexuality; Psychology; Sexual minority; Service provider; Nursing; Human sexuality; Medicine; Service (business); Social psychology; Sociology; Gender studies; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006899978,0.0002784631,0.0001865787,0.0008721353,0.004133595,0.002153239,0.001652473,0.001563419,0.02556046],"category_scores_gemma":[0.01104952,0.0003350971,0.0003574706,0.0004316278,0.001975358,0.002324479,0.009628857,0.003189797,0.003193011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003530969,"about_ca_system_score_gemma":0.04623098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009135162,"about_ca_topic_score_gemma":0.02372754,"domain_scores_codex":[0.9960318,0.002168537,0.0001182582,0.0002049396,0.0004962791,0.0009801525],"domain_scores_gemma":[0.9823167,0.002275765,0.0009693026,0.0003801455,0.002280089,0.01177815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001162274,0.001546136,0.04297098,0.002971305,0.0000398074,0.005184809,0.2126689,0.000583167,0.007605598,0.01461357,0.1730261,0.5386734],"study_design_scores_gemma":[0.0001318758,0.0006509019,0.04897159,0.007632934,0.00004659663,0.007007048,0.3308339,0.001032169,0.001777486,0.01029281,0.5915553,0.00006739087],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4440288,0.01604817,0.01643026,0.2996959,0.005049374,0.001827407,0.0003577709,0.0005188673,0.2160435],"genre_scores_gemma":[0.876311,0.01398287,0.04315323,0.0264204,0.0009971829,0.000968312,0.000367524,0.0001321285,0.03766733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02556046,"threshold_uncertainty_score":0.08550829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639857534880301,"score_gpt":0.4942348710607557,"score_spread":0.3302491175727256,"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."}}