{"id":"W4391474551","doi":"10.1016/j.acap.2024.01.023","title":"Associations of Contemporary Screen Time Modalities With Early Adolescent Nutrition","year":2024,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Drug Abuse; National Institutes of Health; National Institute of Mental Health; American Heart Association; National Heart, Lung, and Blood Institute; Doris Duke Charitable Foundation","keywords":"Screen time; Medicine; Dash; Modalities; Prospective cohort study; Video game; Cross-sectional study; Demography; Gerontology; Psychology; Physical therapy; Physical activity; Multimedia; Internal 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":[0.0003978911,0.0002875233,0.0001950416,0.0008567175,0.0001993239,0.0005193882,0.000276507,0.0002902774,0.001900566],"category_scores_gemma":[0.002422495,0.00018376,0.0003296643,0.0009551466,0.0001529798,0.0002639299,0.0004253559,0.000509321,0.0001245382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217498,"about_ca_system_score_gemma":0.0001856243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007619302,"about_ca_topic_score_gemma":0.01279605,"domain_scores_codex":[0.999732,0.00005901484,0.00003806602,0.00006396025,0.00007092,0.0000360672],"domain_scores_gemma":[0.997778,0.0003940926,0.001314522,0.0000738501,0.0002361948,0.0002032789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002321418,0.00002121773,0.9987823,0.000007925155,0.00003380333,0.00001480696,0.00003377688,0.00002176924,0.00008664975,0.000007181828,0.00003213853,0.0009351473],"study_design_scores_gemma":[6.870034e-7,0.00001907367,0.9997569,0.000004590459,0.000008578363,0.00004167518,0.00003647089,0.0000460917,0.00003370762,0.000003315758,0.00004811867,7.090479e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980768,0.0003507987,0.0001447449,0.00003033364,0.000005152405,0.00001047933,0.000907708,0.000005603047,0.0004684759],"genre_scores_gemma":[0.9987601,0.0001820813,0.0002309381,0.0000117695,0.000007327079,0.00001748693,0.0006423862,0.000002282013,0.0001455831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007619302,"threshold_uncertainty_score":0.01514989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555876240352487,"score_gpt":0.2923301772610356,"score_spread":0.2567714148575107,"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."}}