{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009194951,0.0002309101,0.0001858272,0.000407874,0.0001557625,0.0001839406,0.00009738332,0.0001461095,0.0007793323],"category_scores_gemma":[0.0003400031,0.0001227833,0.00009390158,0.0001663183,0.0003221544,0.0001203556,0.0002531687,0.0001844902,0.00007208875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598362,"about_ca_system_score_gemma":0.0001136206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002749023,"about_ca_topic_score_gemma":0.006136929,"domain_scores_codex":[0.9999602,0.000005336373,0.000004187584,0.00001277103,0.000009071263,0.000008516016],"domain_scores_gemma":[0.9998538,0.00002729772,0.00005865366,0.00001129787,0.00001682285,0.0000321068],"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":[0.002266299,0.0001852483,0.1369326,0.000157984,0.0002201878,0.0004606596,0.0005571318,0.0003745143,0.8426216,0.00007574583,0.000136533,0.01601155],"study_design_scores_gemma":[0.000009788156,0.0003975514,0.9926671,0.000003404711,0.00001620568,0.0001916655,0.00008774846,0.0002515799,0.006230554,0.00006352583,0.0000776588,0.000003202749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999306,0.0001211578,0.0002977873,0.00001038947,0.000001328294,0.000008131356,0.00007514385,0.000007590932,0.0001725167],"genre_scores_gemma":[0.9994013,0.00008887629,0.0002205227,0.00001386317,0.000002783654,0.00001124143,0.0001263976,0.000003492164,0.0001315288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002749023,"threshold_uncertainty_score":0.005466044,"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."}}