{"id":"W4403080958","doi":"10.1016/j.mhpa.2024.100639","title":"Linking social determinants of health to mental health, movement behaviors, and cognitive function among U.S. youth","year":2024,"lang":"en","type":"article","venue":"Mental health and physical activity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Center for Mental Health; National Health and Medical Research Council; Science, Technology and Innovation Commission of Shenzhen Municipality; Shenzhen University; Ministry of Education of the People's Republic of China; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Cognition; Mental health; Psychology; Movement (music); Function (biology); Gerontology; Psychiatry; Medicine","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":[0.0009559036,0.0002775672,0.0002835782,0.001179451,0.0007050937,0.001021528,0.0003977102,0.0006592615,0.001903725],"category_scores_gemma":[0.002459022,0.0003753762,0.000738713,0.0012934,0.0003671603,0.0004140119,0.0009490507,0.00105067,0.0001895646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000840933,"about_ca_system_score_gemma":0.001252948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1259842,"about_ca_topic_score_gemma":0.1892072,"domain_scores_codex":[0.9995452,0.0001188039,0.0000456767,0.00006310511,0.00007149736,0.0001557788],"domain_scores_gemma":[0.9986228,0.0002471883,0.0004828973,0.00006315213,0.0001969549,0.000387152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001159045,0.00003741835,0.9991922,0.000003037931,0.00002982398,0.00001080597,0.00007242027,0.00001954524,0.00001534144,0.00002026985,0.0000935065,0.0004941736],"study_design_scores_gemma":[0.000001962248,0.0000181558,0.9994098,0.00000936657,0.00002403776,0.00001462009,0.0003179226,0.00008339763,0.00001262622,0.00002016774,0.00008644823,0.000001410731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983866,0.0003467421,0.00002347036,0.0001986553,0.00001037303,0.000005782591,0.0004894098,0.000002947982,0.000536084],"genre_scores_gemma":[0.9992929,0.0001554584,0.00002921617,0.00004976963,0.00000921017,0.000006935692,0.0003072052,0.000001308825,0.0001480491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1259842,"threshold_uncertainty_score":0.2505018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316032471932343,"score_gpt":0.351958805484202,"score_spread":0.3203555582909677,"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."}}