{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005375349,0.0001528295,0.0001722585,0.0002640556,0.0003389375,0.0001182905,0.0002019341,0.0001209739,0.0005712925],"category_scores_gemma":[0.0000286992,0.0001164428,0.00007926013,0.0005940616,0.0001476692,0.0002709982,0.00006714105,0.0004052877,0.0000771757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960856,"about_ca_system_score_gemma":0.001024228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006055633,"about_ca_topic_score_gemma":0.0006616036,"domain_scores_codex":[0.9984254,0.0002785932,0.0003294946,0.0003841311,0.000165532,0.0004168998],"domain_scores_gemma":[0.9991681,0.0003027723,0.00006633534,0.0002872468,0.000004473635,0.0001710656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004282948,0.00006658646,0.7997835,0.0001438348,0.00002915598,0.00001004381,0.02072063,0.000007367863,0.0000187577,0.1751556,0.002330121,0.001691609],"study_design_scores_gemma":[0.0005623606,0.00007529076,0.9587145,0.00003261136,0.00001405839,0.00005415003,0.0008709941,0.00001287098,0.000003590956,0.02798236,0.01153376,0.0001434724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741451,0.007724984,0.0004068297,0.0152179,0.0009594079,0.0006655076,0.00006762039,0.0004798934,0.0003327485],"genre_scores_gemma":[0.990174,0.0001212481,0.00009270723,0.00804446,0.000214501,0.0001063879,0.00005159217,0.00002932426,0.001165778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.158931,"threshold_uncertainty_score":0.9154345,"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."}}