{"id":"W2059259376","doi":"10.2147/nss.s31063","title":"Sleep duration, cardiovascular disease, and proinflammatory biomarkers","year":2013,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Center for Research Resources; National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; Georgia Clinical and Translational Science Alliance; University of Pennsylvania","keywords":"Proinflammatory cytokine; Medicine; Disease; Sleep deprivation; Population; Context (archaeology); Inflammation; Internal medicine; Bioinformatics; Circadian rhythm; Biology; 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":[0.0003829709,0.0001118081,0.0001454654,0.0001862597,0.0001864038,0.00004808123,0.0001666707,0.0001843828,0.0001195306],"category_scores_gemma":[0.00007434229,0.0000848421,0.00006739393,0.0004423914,0.0008764262,0.0003171549,0.00004736368,0.0002066421,0.00002577108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008745633,"about_ca_system_score_gemma":0.00002859786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005932471,"about_ca_topic_score_gemma":0.000001629165,"domain_scores_codex":[0.9988296,0.00003233962,0.0001723755,0.0003850975,0.0003388632,0.0002417268],"domain_scores_gemma":[0.9992614,0.0000277823,0.00005731583,0.0003209863,0.0001377787,0.0001947734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002710536,0.0005007848,0.1199572,0.0002206583,0.005619985,0.00009139177,0.008399177,0.0001483548,0.0162861,0.04827996,0.0119049,0.7883205],"study_design_scores_gemma":[0.003781309,0.0002077953,0.9665368,0.00007479668,0.0009236072,0.00007434029,0.004650404,0.004144838,0.001591401,0.008029115,0.00910229,0.0008833585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564881,0.03012917,0.00004969204,0.0006360078,0.000486233,0.0003700739,0.000002274166,0.00003102254,0.01180738],"genre_scores_gemma":[0.9994255,0.000164033,0.0001282042,0.0001123756,0.00003572662,0.00002309494,0.000001981962,0.000007254068,0.0001018799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8465796,"threshold_uncertainty_score":0.3459761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004805489011490453,"score_gpt":0.2317239638761395,"score_spread":0.2269184748646491,"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."}}