{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008862692,0.000250089,0.0004415873,0.0006647003,0.0002455682,0.0006947774,0.0003055402,0.0003616169,0.001614628],"category_scores_gemma":[0.001841339,0.0001124746,0.0004020992,0.00117444,0.0003293162,0.0003962085,0.0003638708,0.0004410288,0.0001464391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728541,"about_ca_system_score_gemma":0.0006319023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001432,"about_ca_topic_score_gemma":0.004912881,"domain_scores_codex":[0.9996012,0.0001921931,0.00006747596,0.00005654218,0.00006267907,0.00001997571],"domain_scores_gemma":[0.9983734,0.000929962,0.0004536744,0.00004982522,0.0001264537,0.00006675368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001873299,0.0002651424,0.5929808,0.01238851,0.002106126,0.0006772107,0.001220993,0.0006698739,0.005942528,0.003953574,0.005148232,0.3727737],"study_design_scores_gemma":[0.00002032715,0.0007694081,0.9712703,0.001900531,0.0005059948,0.001528562,0.0005176606,0.0002813676,0.0004692732,0.00251564,0.02019718,0.00002364857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1630357,0.826228,0.001401837,0.002493048,0.0004046579,0.00005142083,0.001090294,0.00001830615,0.005276725],"genre_scores_gemma":[0.4770147,0.5157909,0.002261819,0.00116742,0.0009122418,0.0001117338,0.001031477,0.00000836041,0.001701344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003001432,"threshold_uncertainty_score":0.005967915,"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."}}