{"id":"W4386226166","doi":"10.1136/bmjopen-2022-066840","title":"Predictors of harsh parenting practices and inter-partner conflict during the COVID-19 pandemic in Ontario, Canada: a cross-sectional analysis from the Ontario Parent Survey","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Hospital for Sick Children; McMaster University; Toronto Metropolitan University; Impact","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Pandemic; Cross-sectional study; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Family medicine; Epidemiology; Environmental health; Virology; Nursing; Outbreak; Infectious disease (medical specialty); Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006329287,0.0002620067,0.000297076,0.0007824427,0.001906723,0.0007866443,0.0008015671,0.0003441236,0.001370066],"category_scores_gemma":[0.001810697,0.0004316282,0.0004675038,0.002565224,0.0004896653,0.0003422475,0.0007720955,0.0005143436,0.0001837544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207929,"about_ca_system_score_gemma":0.01373233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871117,"about_ca_topic_score_gemma":0.9912229,"domain_scores_codex":[0.9993228,0.00006988822,0.00006195592,0.00009879458,0.0002262462,0.0002204274],"domain_scores_gemma":[0.9977952,0.0001203483,0.0008056902,0.00008516706,0.0007316511,0.0004619111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001048973,0.000007876362,0.9983456,0.00001163911,0.00001393205,0.00002990068,0.0006561023,0.00001818106,0.00004185996,0.00001015521,0.0002652743,0.0005889786],"study_design_scores_gemma":[0.000001195989,0.000007627177,0.9988218,0.00000973088,0.000004747475,0.00001556141,0.000885804,0.00003929268,0.000008318208,0.00000213692,0.0002019084,0.000001853832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941213,0.0003527145,0.00008901976,0.0002113672,0.000006191407,0.00005289454,0.004163611,0.000005382281,0.0009974772],"genre_scores_gemma":[0.9967176,0.0004571945,0.0001672847,0.00009079968,0.000004514782,0.00005103422,0.001960772,0.00000330272,0.0005475159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288825,"threshold_uncertainty_score":0.08764178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293842982822381,"score_gpt":0.42933907795618,"score_spread":0.199954779673942,"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."}}