{"id":"W4413303288","doi":"10.1038/s41598-025-10190-z","title":"Socio-demographic correlates of health behaviors of children and adolescents during the COVID-19 pandemic: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; British Columbia Centre of Excellence for Women's Health","funders":"Hôpitaux Universitaires de Genève","keywords":"Pandemic; Cross-sectional study; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Medicine; Environmental health; Demography; Virology; Outbreak; Disease; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007819508,0.0002437634,0.0003271062,0.0009039639,0.0004368715,0.0005866055,0.000253015,0.000462653,0.001095313],"category_scores_gemma":[0.001433605,0.0003215067,0.0004143914,0.0009327524,0.0002557439,0.0004952833,0.0004645493,0.0007433422,0.0003189344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950965,"about_ca_system_score_gemma":0.0003887696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009906614,"about_ca_topic_score_gemma":0.01329412,"domain_scores_codex":[0.9995777,0.000107614,0.00004945361,0.00007086078,0.0001031664,0.00009116372],"domain_scores_gemma":[0.9989197,0.0001605392,0.0004644045,0.00006232553,0.00014707,0.000245908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001356157,0.00004097867,0.9994339,0.000004907389,0.00001149885,0.0000167412,0.0001147857,0.000005667455,0.00004025807,0.000003512147,0.00003519639,0.0002791215],"study_design_scores_gemma":[0.000001106839,0.00006301001,0.999397,0.000003010182,0.000005687908,0.00004861381,0.0003762837,0.00001757575,0.00001216005,0.00000202774,0.00007236187,0.00000119213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988704,0.0001263181,0.00003963513,0.00002629494,0.000005138491,0.00002632188,0.000591142,0.000001660147,0.0003130367],"genre_scores_gemma":[0.9987683,0.0001644758,0.0001086474,0.00004497912,0.00001051666,0.00005597294,0.0006976469,0.000001821661,0.0001476892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009906614,"threshold_uncertainty_score":0.0196979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724775590969133,"score_gpt":0.4200604320170445,"score_spread":0.3728126761073531,"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."}}