{"id":"W4415056342","doi":"10.12927/hcq.2025.27681","title":"Building Community Capacity in Mental Health: What Leaders Can Do","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Mental capacity; Best practice; Capacity building; Mental healthcare; Policy development; Health care","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":[0.0487665,0.001114794,0.00121713,0.001619961,0.0182593,0.02037932,0.003820729,0.01750622,0.01097685],"category_scores_gemma":[0.06930297,0.000704909,0.0009393633,0.001333015,0.02667027,0.02546125,0.02179679,0.02311684,0.00299922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01329297,"about_ca_system_score_gemma":0.08126868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02358582,"about_ca_topic_score_gemma":0.04300785,"domain_scores_codex":[0.9630187,0.02308702,0.0005806471,0.000869236,0.004211693,0.008232775],"domain_scores_gemma":[0.8835941,0.04020114,0.003614508,0.002882242,0.01277106,0.05693704],"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":[0.00009448102,0.0006380338,0.005798947,0.002166549,0.00009148059,0.0007558854,0.07128882,0.0006304514,0.0004699378,0.1416139,0.548173,0.2282787],"study_design_scores_gemma":[0.0001643039,0.0004311018,0.005132854,0.007199476,0.00005711435,0.000347312,0.1481044,0.0005306602,0.0005216606,0.1702452,0.6670815,0.0001844764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00175589,0.005287856,0.00115598,0.9806095,0.002043005,0.00006693223,0.00001284536,0.00006413794,0.009003861],"genre_scores_gemma":[0.397695,0.0440798,0.01621799,0.5143144,0.008740295,0.0009740661,0.0001218919,0.0002494707,0.0176071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0487665,"threshold_uncertainty_score":0.2579049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3224275462278837,"score_gpt":0.4636397653843665,"score_spread":0.1412122191564828,"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."}}