{"id":"W4412553843","doi":"10.3390/children12080962","title":"COVID-19 Stress and Family Well-Being: The Role of Sleep in Mental Health Outcomes for Parents and Children","year":2025,"lang":"en","type":"article","venue":"Children","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Dalhousie University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Dalhousie University","keywords":"Mental health; Stressor; Sleep (system call); Psychology; Pandemic; Psychiatry; Clinical psychology; Medicine; Coronavirus disease 2019 (COVID-19); 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":[0.0008566827,0.0002807873,0.0002622416,0.0004604968,0.001198926,0.001041025,0.0004173599,0.0002864217,0.002225609],"category_scores_gemma":[0.00303772,0.0001957331,0.0004493988,0.0006734822,0.0005923807,0.0004706084,0.001222545,0.0008229485,0.00009122332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002571333,"about_ca_system_score_gemma":0.003360877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3057337,"about_ca_topic_score_gemma":0.3968056,"domain_scores_codex":[0.9995448,0.0001331597,0.00002910331,0.00006234302,0.00007538241,0.0001552042],"domain_scores_gemma":[0.998165,0.0002317136,0.0006568402,0.00005809143,0.0003167714,0.0005716303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001724933,0.00001465484,0.9960957,0.00001862143,0.00003955138,0.00003524983,0.0007851197,0.00003159304,0.00003449427,0.00004495521,0.000206145,0.002676608],"study_design_scores_gemma":[7.176291e-7,0.00001023518,0.9981585,0.00003241015,0.00001075401,0.00002116595,0.001468258,0.00004705398,0.00001896495,0.00002241387,0.0002069625,0.000002550265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962328,0.001451485,0.00008736325,0.0006000333,0.00001850419,0.00001136325,0.0004827379,0.000003120222,0.00111269],"genre_scores_gemma":[0.9989342,0.0006128326,0.00007740867,0.00004912381,0.000006391345,0.000009262496,0.0001683294,0.000001202529,0.0001410551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3057337,"threshold_uncertainty_score":0.6079084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006633293799491,"score_gpt":0.2996750112623672,"score_spread":0.2930417174628762,"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."}}