{"id":"W4301394886","doi":"10.1038/s41390-022-02309-z","title":"Impact of the COVID-19 pandemic on children’s sleep habits: an ECHO study","year":2022,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"College of Medicine, University of Florida; Vanderbilt University; Michigan Department of Health and Human Services; Johns Hopkins Bloomberg School of Public Health; Henry Ford Health System; School of Medicine, New York University; Northwestern University; University of Rochester; York University; Health Science Center, University of Tennessee; Children’s Hospital of Wisconsin Research Institute; Seattle Children's Research Institute; Medical Center, University of Rochester; University of Minnesota; University of California, San Francisco; Wake Forest University; Michigan State University; Emory University; Kaiser Permanente; University of Washington; Johns Hopkins University; College of Engineering, Michigan State University; Duke Clinical Research Institute; Cincinnati Children's Hospital Medical Center; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Pandemic; Bedtime; Sleep (system call); Demography; Habit; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; Psychiatry; Disease; Infectious disease (medical specialty); Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072056,0.0002239792,0.0002398432,0.0006094676,0.0007967835,0.001155186,0.000370346,0.0008252446,0.00199382],"category_scores_gemma":[0.004333176,0.0002117141,0.0006729125,0.0009902725,0.0006438509,0.001301694,0.002161198,0.001851402,0.0002536164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674066,"about_ca_system_score_gemma":0.002690953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05555474,"about_ca_topic_score_gemma":0.0927716,"domain_scores_codex":[0.9990842,0.0001520268,0.00006632631,0.0001075953,0.0001266375,0.0004632198],"domain_scores_gemma":[0.9974272,0.00047224,0.0007990259,0.0001456133,0.0004643629,0.0006915863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001417949,0.0001992121,0.9892253,0.00005118317,0.00006200203,0.0002510948,0.002509769,0.00004701004,0.0001169611,0.0003144584,0.001559445,0.005521708],"study_design_scores_gemma":[0.000006438026,0.0001194299,0.9904391,0.00005540339,0.00002562879,0.0001032332,0.0073509,0.00002931442,0.0000385344,0.00003695681,0.001787006,0.000008067264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935417,0.0004051603,0.00004042658,0.001500015,0.00006416579,0.00002349175,0.001379034,0.0000035013,0.003042325],"genre_scores_gemma":[0.9968349,0.0007203254,0.00007506842,0.000764692,0.0000781458,0.00004185589,0.00081508,0.000007782937,0.0006620228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05555474,"threshold_uncertainty_score":0.1104628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023469347534105,"score_gpt":0.4597222556551344,"score_spread":0.357375320901724,"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."}}