{"id":"W210320916","doi":"10.1093/sleep/33.2.143","title":"If You Weigh Too Much, Maybe You Should Try Sleeping More","year":2010,"lang":"en","type":"letter","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obesity; Sleep (system call); Environmental health; Medicine; Assortative mating; Duration (music); Public health; Endocrine system; Pediatrics; Endocrinology; Population","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0002596514,0.001013091,0.000910819,0.0005563212,0.0002122103,0.00007646705,0.001266434,0.009727705,0.01885417],"category_scores_gemma":[0.00006740224,0.0009365889,0.0007136203,0.0003358279,0.0004377018,0.0001306287,0.0002114455,0.01322821,0.005532539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638294,"about_ca_system_score_gemma":0.00007611835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005654596,"about_ca_topic_score_gemma":0.000009752582,"domain_scores_codex":[0.9951599,0.0002195142,0.0008349709,0.001536383,0.0006438086,0.001605437],"domain_scores_gemma":[0.9970776,0.0001509807,0.0004366793,0.001996765,0.0001221538,0.0002158552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004755324,0.0001672276,0.0003596827,0.00006149437,0.001373566,0.0009936873,0.002992491,0.00000420706,0.00003256105,0.000413853,0.9758636,0.01769003],"study_design_scores_gemma":[0.001877099,0.00008216174,0.0002034171,0.00006874687,0.0008329863,0.0001173868,0.0008180634,0.00005287923,0.00001650333,0.00059047,0.9941615,0.001178725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005719515,0.006287818,0.0002038482,0.6515512,0.03686884,0.001011114,0.0001351965,0.000791866,0.2974306],"genre_scores_gemma":[0.004360839,0.0002277922,0.0002680764,0.8891737,0.01400585,0.0002572761,0.001630959,0.000529836,0.08954567],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2376225,"threshold_uncertainty_score":0.9993085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091127002772329,"score_gpt":0.2899681062649951,"score_spread":0.2690568362372718,"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."}}