{"id":"W4283811354","doi":"10.2147/nss.s363211","title":"Longitudinal Associations Between Sleep Habits, Screen Time and Overweight, Obesity in Preschool Children","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; BC Children's Hospital; McMaster University; University of Manitoba; Public Health Ontario; University of British Columbia; Hospital for Sick Children; Children's Hospital of Winnipeg; Western University","funders":"","keywords":"Bedtime; Medicine; Overweight; Screen time; Obesity; Pediatrics; Longitudinal study; Cohort; Odds ratio; Nocturnal; Body mass index; Demography; Cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007351516,0.0001166781,0.0002175185,0.0003167453,0.000452905,0.00002882936,0.0003151122,0.0002003615,0.0002924873],"category_scores_gemma":[0.00007456035,0.000107408,0.00003797356,0.0009277068,0.0003354246,0.0002058832,0.0002205041,0.0008323438,0.000009633538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004695236,"about_ca_system_score_gemma":0.00003870611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004272682,"about_ca_topic_score_gemma":0.00003449203,"domain_scores_codex":[0.9985259,0.0000825957,0.0002111077,0.0004363454,0.0004316695,0.0003123475],"domain_scores_gemma":[0.9994387,0.00009791498,0.0001157071,0.0001963471,0.00004862758,0.0001027189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001785121,0.0001613138,0.991714,0.000001223852,0.00009344525,0.000003836646,0.0006169481,0.0000337496,0.0001185189,0.001815011,0.0008053817,0.004618695],"study_design_scores_gemma":[0.0008207984,0.0001179464,0.9976879,0.000004775509,0.00006082142,0.000007975368,0.00008665593,0.000149647,0.00004428891,0.0007919595,0.00009552114,0.0001317114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881024,0.00295402,0.000006073118,0.000429392,0.0001489301,0.0002413013,0.0001549378,0.00002106404,0.007941913],"genre_scores_gemma":[0.9994675,0.00002271138,0.00009528012,0.0001050664,0.00004368377,0.000006324608,0.00003818266,0.000007046515,0.0002142199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01136512,"threshold_uncertainty_score":0.4379971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006645484798608416,"score_gpt":0.2597448908410641,"score_spread":0.2530994060424556,"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."}}