{"id":"W4416576440","doi":"10.1007/s10826-025-03221-w","title":"A Brief Intervention Promoting Parenting Self-Efficacy and Positive Parenting Outcomes: A Randomized Controlled Pilot Study","year":2025,"lang":"en","type":"article","venue":"Journal of Child and Family Studies","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Social Sciences and Humanities Research Council","keywords":"Positive parenting; Attendance; Intervention (counseling); Psychological intervention; Randomized controlled trial; Parenting skills","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003057302,0.002154637,0.00491748,0.001665529,0.001666316,0.0009285533,0.001869065,0.003141793,0.009356726],"category_scores_gemma":[0.003591351,0.001596774,0.001998153,0.001333952,0.002460514,0.001428548,0.001155605,0.003558209,0.0008734155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156261,"about_ca_system_score_gemma":0.003369327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005700194,"about_ca_topic_score_gemma":0.007366673,"domain_scores_codex":[0.9972446,0.001054277,0.0002910818,0.0005512036,0.0003313627,0.0005275271],"domain_scores_gemma":[0.9971058,0.001155728,0.0004136859,0.0002388704,0.0002005962,0.0008853032],"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":[0.6926327,0.2674471,0.001063929,0.001487456,0.000750336,0.0001025364,0.0002245483,0.0003221652,0.002939434,0.000129451,0.0004758808,0.03242454],"study_design_scores_gemma":[0.7733805,0.2226342,0.002759238,0.00005087507,0.0003490862,0.00001366584,0.00006175671,0.0001883643,0.0003076947,0.00005660045,0.0001834307,0.0000146493],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759686,0.001080711,0.001081063,0.0002683031,0.0004403053,0.01954903,0.0005938156,0.000158771,0.0008594303],"genre_scores_gemma":[0.9466175,0.002072926,0.007391447,0.0006554179,0.0006332833,0.04026883,0.0005102993,0.00003390884,0.001816392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009356726,"threshold_uncertainty_score":0.03130138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241420882090049,"score_gpt":0.3262408693848961,"score_spread":0.3020987811758912,"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."}}