{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00287656,0.0001529775,0.0001995177,0.0006572245,0.0007933853,0.00002191602,0.001148837,0.0001145427,0.004580872],"category_scores_gemma":[0.000524071,0.0001007163,0.0001869522,0.002221043,0.0001310181,0.00004260453,0.0004092675,0.001733699,0.0001257592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003891994,"about_ca_system_score_gemma":0.0003772028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005769266,"about_ca_topic_score_gemma":0.00007927699,"domain_scores_codex":[0.9941812,0.003089822,0.0003177335,0.0005220651,0.001256212,0.0006329806],"domain_scores_gemma":[0.9977363,0.0007560474,0.0001074734,0.001051863,0.00008497087,0.0002633947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003447008,0.003359687,0.9618647,0.000002903675,0.0002621939,0.00001212683,0.008020014,0.002182961,0.000004084948,0.00006857517,0.02217301,0.001705061],"study_design_scores_gemma":[0.003235236,0.003669687,0.9878451,3.766351e-7,0.00008402686,0.00002658937,0.004379237,0.0000363563,3.81967e-7,0.0003383294,0.0002432407,0.0001413971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931723,0.0008216857,0.000003680459,0.0002787416,0.0004272774,0.001378106,0.00007647029,0.00006060256,0.003781118],"genre_scores_gemma":[0.9985572,0.0000794808,0.000001254255,0.0001323306,0.0002615672,0.0002286823,0.00001708046,0.00003420549,0.0006882469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02598046,"threshold_uncertainty_score":0.9963291,"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."}}