{"id":"W4400344803","doi":"10.1101/2024.06.28.601285","title":"NREM sleep brain networks modulate cognitive recovery from sleep deprivation","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Montreal Neurological Institute and Hospital; Institut Universitaire de Gériatrie de Montréal; Concordia University; McGill University","funders":"National Institute on Alcohol Abuse and Alcoholism; Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; National Institute of Mental Health; Eisai; Concordia University; Canadian Institutes of Health Research; Jazz Pharmaceuticals; National Institutes of Health; Savoy Foundation; U.S. Department of Health and Human Services","keywords":"Non-rapid eye movement sleep; Sleep deprivation; Psychology; Effects of sleep deprivation on cognitive performance; Default mode network; Wakefulness; Cognition; Neuroscience; Eye movement; Nap; Vigilance (psychology); Brain mapping; Audiology; Electroencephalography; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007665588,0.0001587765,0.0001314864,0.0001293545,0.00009361869,0.0001581541,0.00008838885,0.0001061116,0.0007992812],"category_scores_gemma":[0.0003856862,0.00007018617,0.0001149271,0.00008478185,0.0001529906,0.0001387186,0.0002542984,0.0002023402,0.00008062532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889714,"about_ca_system_score_gemma":0.0001294189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762494,"about_ca_topic_score_gemma":0.009373704,"domain_scores_codex":[0.9999719,0.000003497938,0.000001911626,0.000009755984,0.000005489149,0.000007526211],"domain_scores_gemma":[0.9998765,0.00001717036,0.00005505877,0.00001238453,0.00001899442,0.00001985298],"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":[0.003053968,0.0001959521,0.151437,0.0002170958,0.0002939708,0.000291952,0.001329332,0.00191638,0.8043503,0.0004642289,0.0005621878,0.03588763],"study_design_scores_gemma":[0.000007878691,0.0001542887,0.9939101,0.000006045326,0.00001263976,0.00004298132,0.000088548,0.0009444422,0.004481899,0.0001657002,0.000181666,0.000003930116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984671,0.0001160206,0.0007782278,0.00001872775,0.000002423725,0.0000134178,0.000175457,0.00001475033,0.0004138083],"genre_scores_gemma":[0.9990238,0.0000560371,0.0003539192,0.00001726363,0.000001867595,0.00002477175,0.0002017979,0.000005826428,0.000314743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003762494,"threshold_uncertainty_score":0.007481158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877440874708793,"score_gpt":0.2326436771276244,"score_spread":0.2138692683805365,"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."}}