{"id":"W4414072923","doi":"10.1503/cmaj.241733","title":"Mental health service use among Black adolescents in Ontario by sex and distress level: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; The Scarborough Hospital; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Distress; Psychological distress; Racism; Mental health service; White (mutation); Mental distress; Black women; Service (business)","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":[0.0006807213,0.0003350251,0.0003941916,0.001108157,0.002351108,0.0009573596,0.0009124968,0.000451059,0.001690876],"category_scores_gemma":[0.001403667,0.0005896313,0.0006620602,0.00224991,0.000723184,0.0005134247,0.0009699113,0.0005801609,0.0003010001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009242505,"about_ca_system_score_gemma":0.007343049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9152593,"about_ca_topic_score_gemma":0.9632298,"domain_scores_codex":[0.9993638,0.00006099196,0.00005290772,0.00009978552,0.0002187466,0.0002037495],"domain_scores_gemma":[0.9985436,0.00006904792,0.0006196347,0.00006800467,0.0003587905,0.0003410294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001953984,0.00003264534,0.9980782,0.00001614029,0.00002197856,0.00002887818,0.0008682959,0.000007195192,0.00008112058,0.00001373107,0.0001919383,0.00064028],"study_design_scores_gemma":[0.000003999147,0.00002346816,0.9983484,0.0000163462,0.00001540676,0.00002627195,0.001173018,0.00003054323,0.00001627094,0.000005514772,0.0003380723,0.000002656177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970095,0.0001662355,0.00005851716,0.0001049948,0.000004405557,0.00006656288,0.00187093,0.000004297661,0.0007145245],"genre_scores_gemma":[0.9975823,0.0002809526,0.0001737849,0.0001439715,0.00000651757,0.00008802574,0.001130252,0.000003957708,0.0005900459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0847407,"threshold_uncertainty_score":0.1704795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032750827509182,"score_gpt":0.294824071182316,"score_spread":0.2744965629072241,"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."}}