{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001307165,0.0002113029,0.0005324069,0.00007816014,0.0003968735,0.00002809555,0.00004563537,0.00007002547,0.000003430263],"category_scores_gemma":[0.00002362764,0.0002064742,0.00008387458,0.0002665739,0.0002696142,0.0002384395,0.00009951507,0.0005111466,0.000004020033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316068,"about_ca_system_score_gemma":0.0001489695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340923,"about_ca_topic_score_gemma":0.00007598684,"domain_scores_codex":[0.9986684,0.0001249645,0.0001353916,0.0004331183,0.0002850982,0.0003529868],"domain_scores_gemma":[0.9991595,0.000206895,0.000113376,0.0001191946,0.00003590474,0.0003651333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001482775,0.004461457,0.9732875,0.0001034954,0.00009610179,0.000001048857,0.0002870668,1.400391e-7,0.00008827329,0.00001829341,0.00005784171,0.02145049],"study_design_scores_gemma":[0.002247425,0.0009218151,0.9929952,0.0002117109,0.0001540417,6.845644e-7,0.00007228518,0.0001751965,0.002950742,0.0001106521,0.000001751419,0.0001585084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973079,0.00003205218,0.000009586567,0.0004931025,0.00003676323,0.001297404,0.0005669062,0.00006586255,0.0001904248],"genre_scores_gemma":[0.9989962,0.00001221086,0.00002371443,0.0003818699,0.000139985,0.00003991382,0.0003297319,0.00001574622,0.00006064765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02129198,"threshold_uncertainty_score":0.8419773,"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."}}