{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001653773,0.0001371248,0.0002376345,0.0001262962,0.0001516518,0.00001411714,0.000161253,0.000104629,0.00002112993],"category_scores_gemma":[0.00003342549,0.000097254,0.00004858159,0.00013058,0.0001394206,0.00002666162,0.00007177042,0.0001350483,0.000002193105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002639866,"about_ca_system_score_gemma":0.0000457497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007317,"about_ca_topic_score_gemma":0.0001817886,"domain_scores_codex":[0.9990666,0.00008367246,0.0002544275,0.0002812055,0.00007336565,0.0002407089],"domain_scores_gemma":[0.9994832,0.0001161585,0.00008655317,0.0002095074,0.000008008232,0.00009660669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006429517,0.0001697528,0.9793975,0.00001141975,0.0004130969,1.282e-7,0.004176213,0.000009333733,0.000002152334,0.002744011,0.001224608,0.01178746],"study_design_scores_gemma":[0.003928619,0.00006581783,0.9904172,0.00002661175,0.00004637885,0.000002811997,0.002633621,0.00002281931,0.00001442679,0.002174217,0.0005728062,0.00009467583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833106,0.009481573,0.00002860204,0.003150495,0.0001861841,0.001021819,0.0001101664,0.00002314714,0.002687459],"genre_scores_gemma":[0.9967279,0.0004288336,0.00001914714,0.002533589,0.00001313537,0.00003553514,0.0001057789,0.00001171874,0.0001243793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341733,"threshold_uncertainty_score":0.3965903,"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."}}