{"id":"W4410396969","doi":"10.1016/j.mhpa.2025.100686","title":"Prospective associations between screen-based sedentary behaviors and cognitive performance among children aged 5–7 years","year":2025,"lang":"en","type":"article","venue":"Mental health and physical activity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Shenzhen University","keywords":"Cognition; Psychology; Sedentary behavior; Developmental psychology; Gerontology; Physical activity; Medicine; Physical medicine and rehabilitation; Psychiatry","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":[0.0008945415,0.0007412212,0.0004758847,0.00120353,0.0007061253,0.001024224,0.0006843116,0.001071752,0.001970578],"category_scores_gemma":[0.001986815,0.0008915204,0.001468953,0.001279641,0.0004515992,0.0007904589,0.0009855214,0.001799009,0.0004397605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005264148,"about_ca_system_score_gemma":0.0006355279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0474028,"about_ca_topic_score_gemma":0.0617277,"domain_scores_codex":[0.9993575,0.0001077887,0.00007683779,0.0001347338,0.0001100596,0.0002130013],"domain_scores_gemma":[0.9982039,0.0002503093,0.0007164541,0.0001014951,0.0002487064,0.0004791979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008240202,0.00007835032,0.9993122,0.000004869939,0.00006955847,0.00003843018,0.00003671127,0.00002063273,0.00006624706,0.000006492915,0.00005244849,0.0002317707],"study_design_scores_gemma":[0.000002570945,0.00006609014,0.9996796,0.000002423791,0.00002169265,0.00003575716,0.00009458891,0.00003797171,0.00001637956,0.000002873764,0.0000384181,0.000001722098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985889,0.0002584161,0.00004093746,0.00004156231,0.00001724738,0.000006101663,0.000646571,0.000006326182,0.0003939693],"genre_scores_gemma":[0.9983119,0.0001322076,0.00006856553,0.00003288678,0.00001351136,0.00001318168,0.0009630371,0.000002884738,0.0004619145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0474028,"threshold_uncertainty_score":0.09425378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167918944251864,"score_gpt":0.3101841195388423,"score_spread":0.2985049300963236,"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."}}