{"id":"W4376132541","doi":"10.1177/07067437231171541","title":"Exploring Mediators of Mental Health Service Use Among Transgender Individuals in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"Cancer Care Ontario","keywords":"Mental health; Transgender; Neighbourhood (mathematics); Medicine; Population; Ethnic group; Cohort; Gerontology; Psychological intervention; Psychiatry; Family medicine; Psychology; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0012498,0.0003848275,0.0005074883,0.001226429,0.004622736,0.001611601,0.001403448,0.0003630541,0.002555995],"category_scores_gemma":[0.003195278,0.0003560679,0.0008804267,0.002254799,0.001065506,0.0006489612,0.001939933,0.0006953272,0.0001761613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02866477,"about_ca_system_score_gemma":0.04631163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940572,"about_ca_topic_score_gemma":0.996597,"domain_scores_codex":[0.9989828,0.0001408738,0.0000556984,0.0001517219,0.0002160247,0.0004527831],"domain_scores_gemma":[0.9977655,0.0001343506,0.000579579,0.0001070452,0.0008449247,0.0005684524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000457198,0.00002335134,0.9925028,0.00005089601,0.00004408877,0.0001111129,0.003297454,0.00004157332,0.00007814775,0.0001730719,0.0007536422,0.002878055],"study_design_scores_gemma":[0.00000768109,0.00001894652,0.9911773,0.0001160448,0.00004473627,0.00005429664,0.007178376,0.0001657094,0.00004068419,0.00007601902,0.001108777,0.00001139122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992338,0.001064233,0.0001558432,0.0009821195,0.00002264963,0.00007566412,0.003221754,0.000006847842,0.002132991],"genre_scores_gemma":[0.9974042,0.00064706,0.000189656,0.0001409268,0.000006643151,0.00005133794,0.0007821493,0.000004074943,0.0007740042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02866477,"threshold_uncertainty_score":0.2079785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054239607343848,"score_gpt":0.3115814419953888,"score_spread":0.206157481261004,"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."}}