{"id":"W3101532332","doi":"10.1186/s12889-020-09861-5","title":"Parenting stress during infancy is a risk factor for mental health problems in 3-year-old children","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Women's College Hospital; SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health; Centre for Addiction and Mental Health","keywords":"Medicine; Mental health; Biostatistics; Strengths and Difficulties Questionnaire; Logistic regression; Child and adolescent psychiatry; Odds ratio; Public health; Pediatrics; Epidemiology; Cohort study; Demography; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004337796,0.0002052174,0.0003653509,0.0001123523,0.0003756126,0.0000717024,0.0002012565,0.00007701043,0.0004812241],"category_scores_gemma":[0.00005097121,0.0001978093,0.0001205045,0.0003414135,0.00002178692,0.0001283338,0.00006305076,0.000290538,0.00005395424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168248,"about_ca_system_score_gemma":0.0005003702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008174521,"about_ca_topic_score_gemma":0.000571486,"domain_scores_codex":[0.9974453,0.0001942152,0.0006805912,0.0005586462,0.0002483726,0.0008729147],"domain_scores_gemma":[0.9989143,0.00003197393,0.0003298444,0.000147981,0.00003202062,0.0005439031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003612481,0.0003404138,0.9531409,0.000461382,0.00004003706,1.606212e-7,0.02236321,0.000002214659,0.000001112914,0.0007792338,0.005098628,0.01773656],"study_design_scores_gemma":[0.002349949,0.0001079595,0.9852097,0.000208383,0.000001022186,0.000001604162,0.0007883516,0.00001926055,0.000001282835,0.00005550198,0.01106778,0.0001891831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340678,0.0008736499,0.00056186,0.05848056,0.0007840895,0.001998181,0.002709961,0.0001373798,0.0003864433],"genre_scores_gemma":[0.9908699,0.0003704267,0.0004558988,0.007063046,0.0006019461,0.00006099033,0.0002399286,0.00003283693,0.0003050691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05680199,"threshold_uncertainty_score":0.8066429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285048496874888,"score_gpt":0.3230456623612075,"score_spread":0.2701951773924586,"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."}}