{"id":"W4256213010","doi":"10.4073/csr.2012.15","title":"Group‐based parent training programmes for improving parental psychosocial health","year":2012,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; University of Bristol; Queen's University Belfast; Queen's University; University of Warwick","keywords":"Psychosocial; Anger; Anxiety; Psychology; Parent training; Clinical psychology; Intervention (counseling); Mental health; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003163414,0.0003499569,0.001203331,0.00007302297,0.0003547688,0.00006000438,0.0002315633,0.0001065537,0.0001509347],"category_scores_gemma":[0.0001424766,0.000253177,0.0005366806,0.0001954771,0.00004033169,0.00009804089,0.00001907577,0.0001433397,0.0003086031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714916,"about_ca_system_score_gemma":0.00007300678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002336695,"about_ca_topic_score_gemma":0.0000136227,"domain_scores_codex":[0.9962727,0.0006394023,0.001527686,0.0004008659,0.0002834006,0.0008759132],"domain_scores_gemma":[0.9981703,0.0001695707,0.0009470558,0.0003212116,0.0000430267,0.0003489049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001484585,0.003728721,0.02008632,0.3896674,0.0004323057,0.000002216046,0.05508139,5.825486e-7,0.0000778341,0.04573224,0.09624949,0.388793],"study_design_scores_gemma":[0.005429808,0.0006419581,0.02860187,0.05275158,0.0003777118,0.00006300794,0.01329573,0.00006884206,0.000005728951,0.0008730525,0.8959936,0.001897078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04656237,0.5417416,0.1663184,0.009614696,0.07237604,0.1451428,0.0003614511,0.001260146,0.01662244],"genre_scores_gemma":[0.9836555,0.0002846565,0.003635758,0.003033339,0.002596738,0.005497397,0.0002659049,0.00006806874,0.0009627137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9370931,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421465112989088,"score_gpt":0.3813722475910993,"score_spread":0.2392257362921904,"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."}}