{"id":"W4399809560","doi":"10.1093/sleep/zsae135","title":"Device-measured weekend catch-up sleep, mortality, and cardiovascular disease incidence in adults","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Proportional hazards model; Sleep (system call); Confounding; Incidence (geometry); Prospective cohort study; Demography; Cohort study; Population; Weekend effect; Sleep debt; Physical therapy; Gerontology; Confidence interval; Sleep deprivation; Internal medicine; Circadian rhythm; Emergency medicine; Environmental health","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":[0.0004817943,0.0002491214,0.0003061896,0.0002210183,0.00007087916,0.00006239187,0.0002114591,0.0002127262,0.0004280969],"category_scores_gemma":[0.00007405318,0.0002308277,0.0002455603,0.0005177087,0.0001372137,0.0001487284,0.00008757824,0.000397887,0.0006114251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004744138,"about_ca_system_score_gemma":0.00004139825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294482,"about_ca_topic_score_gemma":0.0006676153,"domain_scores_codex":[0.9978523,0.0002037174,0.0003268215,0.0007702996,0.0003939716,0.0004529519],"domain_scores_gemma":[0.9989151,0.00006482679,0.00002863766,0.0006900267,0.00004004686,0.0002613132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007797899,0.0008395115,0.6201614,0.001014602,0.01131972,0.006293646,0.0246322,0.001687079,0.00005030562,0.008096177,0.008010563,0.3171151],"study_design_scores_gemma":[0.008175718,0.0001540742,0.9268289,0.001172221,0.003499954,0.0001206753,0.005470135,0.009778451,0.00002828586,0.004983739,0.03805648,0.001731338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8693659,0.1194283,0.0001609364,0.0003702852,0.002678651,0.0004480974,0.00002468216,0.0001823672,0.007340792],"genre_scores_gemma":[0.9984555,0.000656445,0.00001411094,0.0001679892,0.0001482197,0.0001019215,0.00002618975,0.00004490981,0.0003847594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3153837,"threshold_uncertainty_score":0.9412879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474933708204902,"score_gpt":0.2957715493416188,"score_spread":0.2710222122595697,"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."}}