{"id":"W2026226894","doi":"10.5665/sleep.2440","title":"Homeostatic and Circadian Contribution to EEG and Molecular State Variables of Sleep Regulation","year":2013,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Novartis Foundation; Université de Lausanne; Purdue University; Université de Montréal; National Science Foundation","keywords":"Circadian rhythm; Sleep (system call); Electroencephalography; Psychology; Free-running sleep; Neuroscience; Sleep deprivation; Medicine; Circadian clock; Computer science; Light effects on circadian rhythm","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001668932,0.0002215138,0.0001961441,0.0002601195,0.00008008014,0.0003173309,0.0001264881,0.0001082106,0.001083247],"category_scores_gemma":[0.0002729771,0.00008821034,0.0001525509,0.0001669238,0.000173515,0.0001628749,0.0002024759,0.0001922733,0.0001125479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441248,"about_ca_system_score_gemma":0.0001544968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004289573,"about_ca_topic_score_gemma":0.0006177417,"domain_scores_codex":[0.9999056,0.00001730586,0.000007735337,0.00003270761,0.00002478771,0.00001190135],"domain_scores_gemma":[0.9997954,0.00002941005,0.00007579784,0.00003199288,0.00004066253,0.00002675941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007052124,0.00007069857,0.02810546,0.0001678932,0.00008443576,0.000093515,0.00009429475,0.0002290935,0.9420741,0.0003195908,0.0001187993,0.02793702],"study_design_scores_gemma":[0.00001005875,0.0005467926,0.9194117,0.00002036327,0.00008503027,0.0002932293,0.00007547108,0.001125103,0.07660218,0.0003268927,0.00148811,0.00001517345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845476,0.003620685,0.008372348,0.00005595585,0.00003692221,0.00003189603,0.0006670872,0.00007629768,0.002591274],"genre_scores_gemma":[0.9954136,0.001041039,0.002039164,0.00003509234,0.00003659631,0.00003831787,0.0004257614,0.00001813035,0.0009522095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001083247,"threshold_uncertainty_score":0.003623843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173676410411962,"score_gpt":0.2507042530428972,"score_spread":0.2389674889387776,"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."}}