{"id":"W4411009870","doi":"10.1177/07067437251346090","title":"Strengthening Mental Health Services for Children and Youth in Canada","year":2025,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre","funders":"","keywords":"Mental health; Psychology; Psychiatry","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":[0.01240247,0.002955635,0.004004819,0.004859193,0.007403581,0.01133284,0.005456094,0.02537571,0.01037742],"category_scores_gemma":[0.04194489,0.001382661,0.00317482,0.003904393,0.003701222,0.003179077,0.001959006,0.02826746,0.002388037],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04086066,"about_ca_system_score_gemma":0.1199102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6475065,"about_ca_topic_score_gemma":0.8556443,"domain_scores_codex":[0.9902102,0.0009795837,0.001084407,0.000518568,0.005663338,0.001543954],"domain_scores_gemma":[0.9276279,0.01503429,0.002136221,0.0007068996,0.0402024,0.01429226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001590043,0.000008477965,0.00007007769,0.0002571427,0.00002507955,0.00005529129,0.00003183158,0.00002268431,0.00001019745,0.0001267035,0.9962301,0.003146554],"study_design_scores_gemma":[0.0001687261,0.00003051827,0.002635882,0.002605285,0.0003364203,0.0001527433,0.0006832353,0.0001865305,0.00006301408,0.0006052828,0.9924842,0.0000482444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001125052,0.02343815,0.00005484101,0.1472871,0.8266678,0.00004483392,0.0002290296,0.00003232992,0.002133325],"genre_scores_gemma":[0.003420206,0.03671974,0.0002122627,0.1107387,0.8345388,0.0000806758,0.00021257,0.00006206457,0.01401501],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9591393,"threshold_uncertainty_score":0.7091388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006129044302598823,"score_gpt":0.2438488743467206,"score_spread":0.2377198300441217,"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."}}