{"id":"W4411823822","doi":"10.36219/bpi.2025.2.09","title":"Exploring the link between educational leadership and mental health in schools. A narrative synthesis","year":2025,"lang":"en","type":"article","venue":"Bulletin of Integrative Psychiatry","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Link (geometry); Mental health; Educational leadership; Psychology; Sociology; Narrative inquiry; Pedagogy; Computer science; Psychotherapist; Art; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0129211,0.0007328092,0.0006927975,0.004693801,0.003113643,0.006134097,0.0009124689,0.00160255,0.004576511],"category_scores_gemma":[0.03742889,0.0003800952,0.001010382,0.004006655,0.003657283,0.006149659,0.004672133,0.003184604,0.0002939087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006483667,"about_ca_system_score_gemma":0.01479343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008858401,"about_ca_topic_score_gemma":0.01599236,"domain_scores_codex":[0.9919029,0.005922165,0.0008687283,0.0004271496,0.0005234755,0.0003555999],"domain_scores_gemma":[0.9753075,0.02071034,0.001446162,0.0003863127,0.001665627,0.0004841585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002113762,0.00006759641,0.00756265,0.07192119,0.000379185,0.002309302,0.5010732,0.0006825905,0.0004659018,0.1906077,0.04847526,0.176244],"study_design_scores_gemma":[0.00003767097,0.00009122877,0.004444923,0.1144954,0.0003517978,0.0008219678,0.3577246,0.0003116179,0.000443971,0.02211137,0.4991175,0.00004800162],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08916839,0.6196859,0.01770674,0.1554616,0.0075846,0.003421733,0.004031114,0.0000921524,0.1028477],"genre_scores_gemma":[0.5998313,0.3527564,0.01752817,0.01589024,0.0009364586,0.004585516,0.001131667,0.00006096457,0.007279264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0129211,"threshold_uncertainty_score":0.0683341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09950289267057338,"score_gpt":0.3809929537015271,"score_spread":0.2814900610309537,"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."}}