{"id":"W4411975493","doi":"10.1177/07067437251355648","title":"Exploring Mental Health Distress, Demographics, and Service Utilization Patterns Among South Asian and Non-South Asian Youth Accessing Integrated Youth Services in British Columbia, Canada: Exploration de la détresse mentale, des données démographiques et des tendances d’utilisation des services chez les jeunes d’origine sud-asiatique et non sud-asiatique qui ont recours aux services intégrés pour les jeunes en Colombie-Britannique, au Canada","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Simon Fraser University; Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Mental health; Ethnic group; Demography; South asia; Demographics; Medicine; Distress; Gerontology; Psychology; Clinical psychology; Psychiatry; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006217625,0.0003516481,0.0003702786,0.00162999,0.00257375,0.001513193,0.000862201,0.0003076067,0.001755968],"category_scores_gemma":[0.001324605,0.0003663106,0.0006484598,0.00444899,0.0007809581,0.0003993286,0.001128282,0.0007715277,0.0002360746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01517207,"about_ca_system_score_gemma":0.0184841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886635,"about_ca_topic_score_gemma":0.9955123,"domain_scores_codex":[0.9993907,0.00005234876,0.00006575424,0.00007606363,0.0001552144,0.0002598811],"domain_scores_gemma":[0.9985088,0.0000831854,0.0002813466,0.00003557217,0.0006735406,0.0004174542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001788311,0.00002026511,0.993236,0.00005176091,0.00002702797,0.0000685635,0.002867823,0.00003210756,0.0001148085,0.00002892464,0.0003988921,0.003135899],"study_design_scores_gemma":[0.000001490406,0.00001105634,0.99054,0.00005925386,0.0000150772,0.00003603549,0.008780189,0.00005921731,0.00003196451,0.0000066792,0.0004541302,0.000004868791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958768,0.0005915002,0.00005536733,0.0002052509,0.000005035931,0.00004384091,0.002256034,0.000003976147,0.0009621914],"genre_scores_gemma":[0.9958844,0.001037337,0.0001828664,0.000114895,0.000004005669,0.00006091109,0.001633825,0.000003703876,0.001078114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517207,"threshold_uncertainty_score":0.1100816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271535802078086,"score_gpt":0.2695631556484247,"score_spread":0.2368477976276439,"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."}}