{"id":"W3213559474","doi":"10.1111/ijpo.12873","title":"Cross‐sectional and prospective associations of sleep duration and bedtimes with adiposity and obesity risk in 15 810 youth from 11 international cohorts","year":2021,"lang":"en","type":"article","venue":"Pediatric Obesity","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; University of Bristol; Loughborough University; Medical Research Council Canada; British Heart Foundation; Wellcome Trust","keywords":"Medicine; Obesity; Cross-sectional study; Prospective cohort study; Demography; Sleep (system call); Environmental health; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000235513,0.0001265882,0.0002006746,0.0001133018,0.0001669845,0.00004703518,0.00004828313,0.0001963128,0.0001494907],"category_scores_gemma":[0.0001406276,0.0001219796,0.0000285253,0.0002121818,0.0001032472,0.0001615886,0.00006667999,0.0002459761,0.000003118578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000537409,"about_ca_system_score_gemma":0.00004228223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396488,"about_ca_topic_score_gemma":0.003180941,"domain_scores_codex":[0.9988412,0.0001319989,0.0002807628,0.0004123119,0.0001942743,0.0001394634],"domain_scores_gemma":[0.9992205,0.0001893952,0.000240187,0.0001120376,0.0001716816,0.00006621239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007040991,0.0004557738,0.9953576,0.000006011253,0.0002534451,0.0000093685,0.003407498,0.00001626446,0.000006243308,0.0002233161,0.00002028655,0.0001737317],"study_design_scores_gemma":[0.00198178,0.00004456682,0.9957506,0.000003706304,0.0003214883,0.000008345836,0.0005278465,0.0001097072,0.00005379877,0.001063937,0.000002603571,0.0001315942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967358,0.001348506,0.0001751916,0.0000395579,0.000288465,0.0002093863,0.0004159689,0.00002432165,0.0007628511],"genre_scores_gemma":[0.9990118,0.0003839855,0.0002083741,0.00001549519,0.0001264619,0.00000893296,0.0001440186,0.000008382864,0.0000925838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002879651,"threshold_uncertainty_score":0.5993738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007359668676049432,"score_gpt":0.2487352848105175,"score_spread":0.2413756161344681,"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."}}