{"id":"W4415891941","doi":"10.22230/ijepl.2025v21n4a1489","title":"Building Mental Health Capacity in Schools: Early Lessons from a Canadian Initiative","year":2025,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Calgary","funders":"","keywords":"Mental health; Mental health service; Service (business); Strategic planning; Best practice; Service provider; Workforce development","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":[0.01039169,0.0006847186,0.0005220631,0.00226635,0.03016778,0.008221147,0.002334309,0.002105144,0.003024536],"category_scores_gemma":[0.01532671,0.0006075986,0.0005768209,0.002852446,0.009649817,0.002931244,0.008594862,0.004890003,0.0003087408],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1786823,"about_ca_system_score_gemma":0.3580687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9790654,"about_ca_topic_score_gemma":0.9932851,"domain_scores_codex":[0.9887291,0.003184906,0.0002255122,0.0004316569,0.002293357,0.005135516],"domain_scores_gemma":[0.9834216,0.00267076,0.0004375741,0.0004349732,0.005415872,0.007619131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002741029,0.001080538,0.05460386,0.0009282365,0.00004712438,0.003124387,0.5474486,0.001017272,0.00174032,0.07490645,0.0575205,0.2573086],"study_design_scores_gemma":[0.00006497505,0.0002978151,0.07936769,0.001162102,0.00007137766,0.0002668006,0.5360466,0.0004501808,0.001545816,0.006081737,0.3744884,0.000156511],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6913705,0.00682512,0.003105716,0.1283279,0.001216022,0.00102952,0.0004301861,0.0002931054,0.1674019],"genre_scores_gemma":[0.9705677,0.002966725,0.005288288,0.003600077,0.00005500189,0.0001363409,0.00012811,0.00007173722,0.0171861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8213177,"threshold_uncertainty_score":0.9526122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3227106675070475,"score_gpt":0.5225874146111916,"score_spread":0.1998767471041441,"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."}}