{"id":"W4406564009","doi":"10.1016/j.lansea.2024.100526","title":"Effectiveness of a universal film intervention in reducing violence against children and increasing positive parenting among migrant and displaced caregivers from Myanmar: a community-based cluster randomised trial","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Southeast Asia","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"LEGO Foundation; World Childhood Foundation; UK Research and Innovation; Oak Foundation","keywords":"Intervention (counseling); Positive parenting; Cluster (spacecraft); Cluster randomised controlled trial; Psychology; Randomized controlled trial; Clinical psychology; Medicine; Psychiatry; Computer science","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":[0.002810227,0.001741612,0.002846963,0.000659642,0.0009356078,0.000970797,0.001327044,0.002135211,0.01102244],"category_scores_gemma":[0.004262098,0.0007760093,0.002035466,0.0005490663,0.001276516,0.001074661,0.001202511,0.001863941,0.0006679021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535744,"about_ca_system_score_gemma":0.002496838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004328049,"about_ca_topic_score_gemma":0.005007473,"domain_scores_codex":[0.9979292,0.001106052,0.0001910724,0.0003532942,0.0001226217,0.0002977576],"domain_scores_gemma":[0.998401,0.0004837576,0.0003411998,0.000164067,0.0001565086,0.0004534499],"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":[0.9372023,0.02221594,0.0009694123,0.005121419,0.001602248,0.00007338008,0.0003267013,0.0004855924,0.001317299,0.0001928893,0.000849004,0.02964392],"study_design_scores_gemma":[0.9197115,0.07572742,0.002144267,0.0003191202,0.000715595,0.00001945524,0.0001178608,0.0003722743,0.0002121525,0.0001720849,0.0004699512,0.00001830826],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363406,0.003806121,0.001062994,0.0007270428,0.0008176043,0.05423647,0.0009977153,0.0001941323,0.00181734],"genre_scores_gemma":[0.9176115,0.00209198,0.005062689,0.0006380544,0.0003834827,0.07157049,0.0004261719,0.00001982622,0.002195707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102244,"threshold_uncertainty_score":0.03687376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731836990748203,"score_gpt":0.301737505010415,"score_spread":0.284419135102933,"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."}}