{"id":"W7115945899","doi":"10.1017/s1754470x25100391","title":"‘Stress Control Schools’: training PSE teachers to deliver a CBT-based intervention for common mental health problems","year":2025,"lang":"en","type":"article","venue":"The Cognitive Behaviour Therapist","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"","keywords":"Mental health; Anxiety; Intervention (counseling); Curriculum; Depression (economics); Control (management)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005822809,0.0002105292,0.0002588231,0.0001023898,0.000552388,0.00006323787,0.0002057139,0.00006658423,0.0001661776],"category_scores_gemma":[0.00001410757,0.0001638692,0.0002211046,0.0001680966,0.00008039273,0.00003897787,0.00002116675,0.0002448522,0.00004568616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443435,"about_ca_system_score_gemma":0.0000684035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002771171,"about_ca_topic_score_gemma":0.0003341356,"domain_scores_codex":[0.9984784,0.0002890397,0.000359517,0.0003462645,0.0001529485,0.0003738934],"domain_scores_gemma":[0.9994332,0.00009689949,0.0001311038,0.0001270159,0.000107235,0.0001046074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004347771,0.004127703,0.08736944,0.0001794127,0.0009975143,0.000004799889,0.04248558,0.00001690542,0.0005161982,0.003869816,0.0227224,0.8333625],"study_design_scores_gemma":[0.01710707,0.0007514473,0.9491258,0.003918007,0.0001346095,0.000004569156,0.02024455,0.00003309152,0.0001815532,0.001301547,0.006729203,0.0004685267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921957,0.001383201,0.02696616,0.03988689,0.001860066,0.004827089,0.001327309,0.0001435647,0.001648768],"genre_scores_gemma":[0.9874438,0.0000100452,0.00006155278,0.009487292,0.0001109066,0.0004503847,0.0002816168,0.00002232318,0.002132077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8617564,"threshold_uncertainty_score":0.6682392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802999938371452,"score_gpt":0.351163229756845,"score_spread":0.3131332303731305,"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."}}