{"id":"W2926547883","doi":"10.3310/phr07060","title":"Training teachers in classroom management to improve mental health in primary school children: the STARS cluster RCT","year":2019,"lang":"en","type":"article","venue":"Public Health Research","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Public Health Research Programme; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Mental health; Strengths and Difficulties Questionnaire; Cluster randomised controlled trial; Psychological intervention; Randomized controlled trial; Psychology; Intervention (counseling); Logistic regression; Psychopathology; Medicine; Classroom management; Cluster (spacecraft); Clinical psychology; Psychiatry; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007760591,0.001092514,0.002777303,0.0005782199,0.0007994031,0.001020923,0.001155529,0.001692125,0.006816972],"category_scores_gemma":[0.006623244,0.0008332839,0.003162085,0.000776229,0.001389156,0.001027285,0.001804061,0.001660904,0.0006809248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254581,"about_ca_system_score_gemma":0.00645795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128481,"about_ca_topic_score_gemma":0.02072906,"domain_scores_codex":[0.993735,0.00400261,0.0006366423,0.0006861722,0.0004257311,0.0005138869],"domain_scores_gemma":[0.9970369,0.0008406668,0.000707657,0.0004577642,0.0003033137,0.0006536897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8083028,0.03120649,0.01243735,0.02614486,0.009995165,0.0002973948,0.002251483,0.00270117,0.004706299,0.0008221775,0.004114223,0.09702069],"study_design_scores_gemma":[0.880127,0.08405013,0.02420498,0.00187712,0.004916301,0.00007634155,0.0006545798,0.0006691036,0.0005289516,0.0003700154,0.002477597,0.00004788818],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542137,0.004135032,0.001280689,0.0007694486,0.0004935287,0.03587061,0.001237263,0.0001419991,0.001857721],"genre_scores_gemma":[0.9522557,0.002303425,0.007546433,0.0005696867,0.0001993742,0.03508333,0.0004475593,0.0000186347,0.0015759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0128481,"threshold_uncertainty_score":0.04104239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145403575113436,"score_gpt":0.4111640071171468,"score_spread":0.2966236496058032,"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."}}