{"id":"W3209533489","doi":"10.1371/journal.pbio.3001232","title":"An altered balance of integrated and segregated brain activity is a marker of cognitive deficits following sleep deprivation","year":2021,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé; Concordia University; Canadian Institutes of Health Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Nap; Sleep deprivation; Non-rapid eye movement sleep; Wakefulness; Neuroscience; Cognition; Effects of sleep deprivation on cognitive performance; Neuroscience of sleep; Functional magnetic resonance imaging; Eye movement; Sleep (system call); Balance (ability); Elementary cognitive task; Psychology; Electroencephalography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001702433,0.0001484266,0.0003650228,0.0001029079,0.0000356413,0.000004877,0.00008844872,0.0003302985,0.0004337119],"category_scores_gemma":[0.0005265888,0.0001381548,0.00006547466,0.0003919556,0.000117281,0.00006653665,0.00003763536,0.0002106168,0.000008788493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001531828,"about_ca_system_score_gemma":0.00004093093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001742663,"about_ca_topic_score_gemma":0.00004973055,"domain_scores_codex":[0.9985149,0.0005335583,0.0002767981,0.0003974126,0.00005929957,0.0002180437],"domain_scores_gemma":[0.998753,0.0005828922,0.0001868386,0.0002346643,0.0001812515,0.00006140584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005740713,0.00063601,0.5588598,0.00001264994,0.001127156,0.00002007128,0.002670497,9.07599e-7,0.3773836,0.0005523122,0.00009160082,0.05807142],"study_design_scores_gemma":[0.006858449,0.001165257,0.6284535,0.0007927484,0.0004797858,0.00002573272,0.00251834,0.001859181,0.3564706,0.0007049147,0.00005335247,0.0006181439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965367,0.0004685993,0.001272018,0.0002500632,0.0002164303,0.0001853243,0.0001237921,0.00003506858,0.0009120546],"genre_scores_gemma":[0.9991142,0.00001530907,0.0002462803,0.0003191249,0.00001989181,0.00001834603,0.0002252721,0.00001636976,0.0000252137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06959378,"threshold_uncertainty_score":0.563379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585571889217628,"score_gpt":0.30902401531891,"score_spread":0.2831682964267337,"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."}}