{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001789377,0.00009368055,0.0001439373,0.0001520304,0.0000892147,0.00007886331,0.00008884275,0.0000411799,0.00009019188],"category_scores_gemma":[0.0005467205,0.00008779214,0.00001589453,0.0002932845,0.000112153,0.0002148233,0.00007238773,0.00007249451,0.00003901934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002170377,"about_ca_system_score_gemma":0.00001203926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001387965,"about_ca_topic_score_gemma":0.000006253353,"domain_scores_codex":[0.9988984,0.0001174505,0.0001754891,0.0002793524,0.0002604368,0.0002688176],"domain_scores_gemma":[0.9993623,0.0001339173,0.00005162926,0.0001750224,0.0001020027,0.0001750812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003918034,0.00004507465,0.003547215,0.00004986261,0.00001022947,0.000008612798,0.000456669,0.0002262989,0.9255061,0.01223259,0.00008461675,0.05779361],"study_design_scores_gemma":[0.001297089,0.0002791949,0.1275197,0.00004555041,0.00002264131,0.00001499456,0.00007868005,0.02401807,0.8163238,0.029419,0.0006987302,0.0002825297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989105,0.0001055201,0.009206479,0.0006503654,0.00005719762,0.0005322155,0.00001898824,0.00002178268,0.0003024396],"genre_scores_gemma":[0.999414,0.00002302229,0.0001849084,0.0002504869,0.000008311474,0.00004797455,0.000004645314,0.00001129292,0.00005539863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1239725,"threshold_uncertainty_score":0.358006,"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."}}