{"id":"W4385661153","doi":"10.1192/bjo.2023.529","title":"The role of parenting practices in parent and child mental health over time","year":2023,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Holland Bloorview Kids Rehabilitation Hospital; University of Calgary; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Queen's University; McMaster University; McMaster Children's Hospital; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Institute of Human Development, Child and Youth Health; Hospital for Sick Children; University of Toronto; Ontario Ministry of Health and Long-Term Care; Sickkids Research Institute; Ontario Brain Institute","keywords":"Irritability; Mental health; Depression (economics); Psychology; Intervention (counseling); Psychiatry; Parenting styles; Clinical psychology; Child rearing; Developmental psychology; Anxiety","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":[],"consensus_categories":[],"category_scores_codex":[0.000649881,0.0000664812,0.0001645867,0.00003703751,0.0001548707,0.00003255087,0.0001228783,0.00002124748,0.00008131062],"category_scores_gemma":[0.00003316621,0.00004582528,0.00001584969,0.0001142893,0.00002480351,0.00009414079,0.0001638779,0.0001049701,0.00004403848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002408881,"about_ca_system_score_gemma":0.00004791627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006940071,"about_ca_topic_score_gemma":0.0001323975,"domain_scores_codex":[0.9991544,0.00007176009,0.0002621779,0.0001467278,0.0001479864,0.0002169105],"domain_scores_gemma":[0.9994338,0.00007051836,0.0002549571,0.0001526742,0.000007762095,0.00008030373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001425018,0.0003028575,0.9273862,0.001681433,0.0000522617,0.0000120627,0.003544253,9.797091e-7,0.0001649768,0.0009242015,0.004921264,0.05958445],"study_design_scores_gemma":[0.001159836,0.0002593294,0.8973725,0.004366234,0.000005412024,0.00002872152,0.0005995785,0.0002096149,0.0003577633,0.0002669782,0.09531005,0.00006397496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694026,0.002666847,3.950021e-8,0.009255734,0.0002310058,0.001454259,0.00001745591,0.00001608041,0.01695595],"genre_scores_gemma":[0.9954516,0.001921839,0.00003415962,0.0004150628,0.00008621463,0.00006243499,0.00002674467,0.00001078107,0.001991178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09038879,"threshold_uncertainty_score":0.1868701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132363938407257,"score_gpt":0.3993965061047979,"score_spread":0.3580728667207253,"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."}}