{"id":"W4392940241","doi":"10.31234/osf.io/dusw7","title":"Effects of two early parenting programmes on child aggression and risk for violence in Brazil: a randomised controlled trial","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Fondation Botnar; Universidade Federal de Pelotas; Wellcome Trust","keywords":"Aggression; Psychological intervention; Medicine; Intervention (counseling); Poison control; Randomized controlled trial; Child development; Psychology; Clinical psychology; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00327055,0.001812284,0.005050937,0.0009102889,0.0009208623,0.001365476,0.001310511,0.003365461,0.009999579],"category_scores_gemma":[0.007962398,0.0009857754,0.004165352,0.0009433482,0.00166366,0.001319958,0.001066527,0.002795085,0.0006998996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194981,"about_ca_system_score_gemma":0.00329033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183621,"about_ca_topic_score_gemma":0.008976571,"domain_scores_codex":[0.9969385,0.001656498,0.0004112992,0.0004774252,0.0002367991,0.0002795034],"domain_scores_gemma":[0.9967322,0.001258697,0.0008914065,0.0002396439,0.0002577549,0.0006203324],"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":[0.9566996,0.008192345,0.0004826305,0.007637321,0.003001274,0.00006625372,0.0001657859,0.0002119484,0.0007256759,0.0001870279,0.0005035003,0.02212664],"study_design_scores_gemma":[0.9740296,0.02307385,0.0008066156,0.0004728369,0.0009036363,0.0000128064,0.00004090059,0.0001210087,0.00008347785,0.0001052327,0.0003379643,0.00001205839],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901405,0.03813086,0.002254426,0.002918949,0.002885278,0.04617854,0.002306346,0.0003235446,0.003597004],"genre_scores_gemma":[0.9177933,0.01424904,0.006382676,0.001885107,0.0007574586,0.05462353,0.0007917318,0.00002991799,0.003487225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009999579,"threshold_uncertainty_score":0.03345191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129822542138287,"score_gpt":0.3272087658778726,"score_spread":0.3159105404564898,"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."}}