{"id":"W4388914429","doi":"10.1016/j.chiabu.2023.106554","title":"Parental mental health trajectories over the COVID-19 pandemic and links with childhood adversity and pandemic stress","year":2023,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Waterloo; University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Poison control; Occupational safety and health; Suicide prevention; Medicine; Medical emergency; Psychiatry; Virology; Disease; Infectious disease (medical specialty); Outbreak","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":[0.0006696574,0.0002401421,0.000222954,0.001069347,0.001740077,0.002005209,0.000501674,0.0008039522,0.004925312],"category_scores_gemma":[0.004149746,0.0003352277,0.0006074642,0.001694303,0.0007227837,0.001832566,0.00327273,0.002468414,0.0004241509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139512,"about_ca_system_score_gemma":0.001895604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1120976,"about_ca_topic_score_gemma":0.1614897,"domain_scores_codex":[0.999408,0.00009055379,0.00004424419,0.00008250357,0.00005293665,0.0003218175],"domain_scores_gemma":[0.9978263,0.000175281,0.0007961393,0.00008083833,0.000274666,0.0008467947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006821418,0.00004277945,0.9944549,0.00001163598,0.0000417419,0.00009895702,0.001737165,0.00009542459,0.00003939367,0.0002746673,0.0006267992,0.002508266],"study_design_scores_gemma":[0.000001197397,0.00002914853,0.9890444,0.00004895232,0.000009108213,0.00008814444,0.009678714,0.00007475493,0.00001846354,0.0001213258,0.000875652,0.0000101808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929524,0.0008597577,0.00007351951,0.001666455,0.00006303323,0.00001629816,0.001684482,0.000005784483,0.002678248],"genre_scores_gemma":[0.9971554,0.0007840664,0.00005195838,0.0001326067,0.00003083654,0.00001579924,0.001188782,0.000004044055,0.0006365931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1120976,"threshold_uncertainty_score":0.2228903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804393875163192,"score_gpt":0.3498170571732205,"score_spread":0.3117731184215886,"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."}}