{"id":"W4400139870","doi":"10.17615/1dh0-m808","title":"Sociodemographic Variation in Children's Health Behaviors During the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"UNC Libraries","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; University of North Carolina at Chapel Hill; University of California, Davis; College of Engineering, Michigan State University; Duke Clinical Research Institute; School of Medicine, New York University; University of Illinois at Urbana-Champaign; York University; Kaiser Permanente; Michigan State University; University of Rochester; University of Pittsburgh; Henry Ford Health System; Johns Hopkins University; University of Washington; Vanderbilt University; University of Wisconsin-Madison; Drexel University; University of California, San Francisco; Vanderbilt University Medical Center; Children's Hospital of Philadelphia","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Variation (astronomy); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Psychology; Virology; Medicine; Outbreak; Infectious disease (medical specialty); Disease; Physics","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":[0.0009331831,0.0001865944,0.0002100749,0.0009051441,0.0004482034,0.0004993275,0.0004034523,0.0002867942,0.001839087],"category_scores_gemma":[0.003100049,0.0001906695,0.0003935754,0.001104702,0.0003073505,0.0003662528,0.0007028606,0.0004018212,0.000198661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007622173,"about_ca_system_score_gemma":0.000530462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03764648,"about_ca_topic_score_gemma":0.04728309,"domain_scores_codex":[0.9992025,0.0001938237,0.00009028177,0.0001512117,0.0001480891,0.0002140346],"domain_scores_gemma":[0.9982303,0.000350862,0.0008604021,0.0001258564,0.0001883675,0.0002443364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001532446,0.000008651054,0.9988582,0.000006497433,0.00002148445,0.00001840782,0.0002544505,0.00002495086,0.00004568637,0.00001718857,0.0001150277,0.0006140801],"study_design_scores_gemma":[4.746362e-7,0.000009378954,0.9995131,0.000005480131,0.000004031288,0.000024513,0.0003360646,0.00001637114,0.0000154033,0.000003783904,0.00007035665,0.00000113488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971882,0.0001484691,0.00007621296,0.00006847183,0.000005084084,0.00001392948,0.001788071,0.000004898473,0.0007067006],"genre_scores_gemma":[0.9985675,0.0001459803,0.00007969553,0.00002305307,0.000003569962,0.00002937185,0.001048662,0.000002820813,0.00009944219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03764648,"threshold_uncertainty_score":0.07485467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05327861683675617,"score_gpt":0.3792877435755645,"score_spread":0.3260091267388083,"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."}}