{"id":"W4318925306","doi":"10.1007/s10567-022-00423-2","title":"Positive Parenting and Early Childhood Cognition: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2023,"lang":"en","type":"review","venue":"Clinical Child and Family Psychology Review","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; McMaster University; Queen's University; St. Michael's Hospital; Public Health Ontario; York University","funders":"Canada Research Chairs; Federation for the Humanities and Social Sciences; McMaster University; Hamilton Health Sciences","keywords":"Psychology; Cognition; Randomized controlled trial; Meta-analysis; Developmental psychology; Clinical psychology; Psychotherapist; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02870913,0.001072576,0.08207174,0.0004884332,0.000195256,0.00005681513,0.0003328951,0.0006813729,0.0003061307],"category_scores_gemma":[0.00627577,0.0005785696,0.01608685,0.001133686,0.0007002642,0.00005454584,0.0001543752,0.0009721449,0.0000658655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007335826,"about_ca_system_score_gemma":0.00006347532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000042938,"about_ca_topic_score_gemma":9.893242e-7,"domain_scores_codex":[0.970342,0.01516677,0.01215301,0.001544189,0.0003591825,0.0004348879],"domain_scores_gemma":[0.9791946,0.01266028,0.006912339,0.0006754649,0.0002349734,0.00032229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004126572,0.0003257351,0.00000359901,0.516691,0.4663028,0.00000920217,0.00005967306,8.201862e-10,1.139233e-9,0.0009727952,0.001342546,0.01388007],"study_design_scores_gemma":[0.01624037,0.00006268825,0.0008634214,0.291696,0.6825598,0.00004750961,0.000009146785,3.470921e-8,1.643736e-10,0.0001890292,0.007954929,0.0003771021],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002267697,0.9770598,0.00001219013,0.002104744,0.0005308192,0.01691352,0.0004623368,0.0000550823,0.002859209],"genre_scores_gemma":[0.00001340167,0.9782996,0.00002427933,0.01862838,0.0001846635,0.002041108,0.0003079337,0.0000580986,0.000442519],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.224995,"threshold_uncertainty_score":0.9996666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2590989883366037,"score_gpt":0.4791009008425389,"score_spread":0.2200019125059352,"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."}}