{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000957372,0.0002088881,0.0002142231,0.0008743302,0.0004428532,0.0004880643,0.000418643,0.0003170484,0.001552958],"category_scores_gemma":[0.00289266,0.000204612,0.0004572209,0.00105814,0.0003312098,0.0003680191,0.0007055666,0.0004538203,0.0001693573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007385386,"about_ca_system_score_gemma":0.0004963498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03309271,"about_ca_topic_score_gemma":0.04174421,"domain_scores_codex":[0.9992297,0.0001823767,0.00008817059,0.0001572572,0.0001365017,0.0002060341],"domain_scores_gemma":[0.9982914,0.0003237562,0.000851137,0.0001277473,0.0001737453,0.0002321433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001611506,0.000009032729,0.9989617,0.000006571194,0.00002609864,0.0000193941,0.000219316,0.00002926144,0.00005847967,0.00001817721,0.00009739518,0.0005383232],"study_design_scores_gemma":[4.501305e-7,0.000009040207,0.9995837,0.000004788072,0.000003945357,0.00002606147,0.0002731014,0.00001859532,0.00001489096,0.000003839454,0.00006057255,0.000001113806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973079,0.0001572377,0.00009189741,0.00006279632,0.000005665008,0.00001531632,0.001723236,0.000004432168,0.0006314354],"genre_scores_gemma":[0.9985684,0.0001407295,0.00009212112,0.00002119673,0.000003513706,0.00002986821,0.001059063,0.000002641141,0.00008235435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03309271,"threshold_uncertainty_score":0.06580019,"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."}}