{"id":"W4286225563","doi":"10.1089/chi.2022.0085","title":"Sociodemographic Variation in Children's Health Behaviors During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Childhood Obesity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Drexel University; Vanderbilt University; Johns Hopkins Bloomberg School of Public Health; University of North Carolina at Chapel Hill; Duke Clinical Research Institute; University of Wisconsin-Madison; University of California, Davis; University of Washington; Johns Hopkins University; College of Engineering, Michigan State University; Henry Ford Health System; School of Medicine, New York University; Michigan State University; University of Illinois at Urbana-Champaign; National Institutes of Health; University of Rochester; York University; Kaiser Permanente; University of Pittsburgh; University of California, San Francisco; Vanderbilt University Medical Center; Children's Hospital of Philadelphia","keywords":"Pandemic; Medicine; Coping (psychology); Screen time; Odds; Psychological intervention; Environmental health; Gerontology; Coronavirus disease 2019 (COVID-19); Demography; Psychology; Obesity; Disease; Clinical psychology; Psychiatry; Infectious disease (medical specialty); Logistic regression","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001562342,0.0001887235,0.0002561031,0.0002294209,0.001598462,0.00001647776,0.0004124033,0.00008140437,0.001008455],"category_scores_gemma":[0.00003303008,0.0001751208,0.0001284335,0.0006570064,0.00007031072,0.00006031692,0.0002273561,0.0008776339,0.00003664391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862936,"about_ca_system_score_gemma":0.000779726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508218,"about_ca_topic_score_gemma":0.001551392,"domain_scores_codex":[0.9972318,0.0009075201,0.0004082537,0.0005399894,0.0003279881,0.0005844528],"domain_scores_gemma":[0.9988554,0.0001284484,0.0002258097,0.0005183915,0.000008459766,0.0002634718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003128714,0.001086296,0.9799526,0.00002195709,0.00002227822,0.000005428219,0.01702226,0.00006717252,0.000010857,0.0006792488,0.0004830721,0.000617567],"study_design_scores_gemma":[0.001729813,0.0001386694,0.9949335,0.000003928553,0.00001461451,0.000139832,0.001065087,0.000002469684,8.412335e-7,0.0006364946,0.001168592,0.000166185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931551,0.0009736116,0.00005246004,0.003684401,0.0005222356,0.001205482,0.0001328776,0.0001785202,0.00009534317],"genre_scores_gemma":[0.9875311,0.00009968564,0.000009819495,0.01173098,0.0001194288,0.0002402493,0.00007702444,0.00002536138,0.0001663705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01595717,"threshold_uncertainty_score":0.9999048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322318617164112,"score_gpt":0.3551135060567474,"score_spread":0.3228816443403362,"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."}}