{"id":"W2883960807","doi":"10.1017/s0033291718001484","title":"The effectiveness and cost-effectiveness of the Incredible Years<sup>®</sup>Teacher Classroom Management programme in primary school children: results of the STARS cluster randomised controlled trial","year":2018,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Strengths and Difficulties Questionnaire; Cluster randomised controlled trial; Logistic regression; Medicine; Randomized controlled trial; Mental health; Intervention (counseling); Cluster (spacecraft); Pediatrics; Psychology; Physical therapy; Psychiatry; Surgery","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":[0.006194246,0.001224788,0.004341213,0.0007077428,0.0004877039,0.001335494,0.001006246,0.001929605,0.007497884],"category_scores_gemma":[0.01055617,0.0005595456,0.004289697,0.0008245399,0.001487524,0.001301454,0.001008584,0.002303721,0.0003779941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356908,"about_ca_system_score_gemma":0.002852907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407434,"about_ca_topic_score_gemma":0.005181465,"domain_scores_codex":[0.9938979,0.004048157,0.0006808978,0.0005289587,0.0004647426,0.0003794839],"domain_scores_gemma":[0.9951745,0.002351922,0.001260338,0.0002597146,0.0002845576,0.0006688963],"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":[0.9456543,0.003331167,0.001801045,0.01183087,0.005540549,0.00006674047,0.0001878777,0.000560626,0.0005504091,0.0002617759,0.0007425834,0.02947196],"study_design_scores_gemma":[0.9488225,0.03841008,0.0054152,0.001459736,0.004182045,0.00004935578,0.0001030847,0.000441946,0.0002192085,0.0002274872,0.0006424926,0.00002678802],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575406,0.02606357,0.001043077,0.001490249,0.0007273931,0.009487881,0.001323493,0.00009932205,0.002224409],"genre_scores_gemma":[0.9771885,0.007117031,0.003431536,0.0006336738,0.0003164626,0.009776468,0.000517462,0.00001889584,0.0009999883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007497884,"threshold_uncertainty_score":0.03275871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238443761774555,"score_gpt":0.3330075019969022,"score_spread":0.3091631258194467,"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."}}