{"id":"W2741266150","doi":"10.1016/j.neubiorev.2017.07.010","title":"The neurocognitive consequences of sleep restriction: A meta-analytic review","year":2017,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":505,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Neurocognitive; Sleep restriction; Sleep onset latency; Sleep (system call); Psychology; Cognition; Audiology; Effects of sleep deprivation on cognitive performance; Sleep deprivation; Meta-analysis; Differential effects; Executive functions; Sleep onset; Clinical psychology; Developmental psychology; Sleep disorder; Psychiatry; Medicine; Insomnia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005558087,0.001826592,0.006852274,0.002853165,0.0003242686,0.001998345,0.001579772,0.001142961,0.003533013],"category_scores_gemma":[0.01627438,0.0007352161,0.01048634,0.003968001,0.0005071457,0.0013039,0.001217516,0.001257571,0.0002809611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026726,"about_ca_system_score_gemma":0.002213717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944315,"about_ca_topic_score_gemma":0.01517111,"domain_scores_codex":[0.9978466,0.0006286377,0.0007671251,0.0003835971,0.0002919781,0.0000819632],"domain_scores_gemma":[0.9911011,0.006890635,0.001224724,0.0002129899,0.0004841975,0.00008639969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002041515,0.00007647035,0.009563019,0.5644801,0.2991247,0.00024225,0.0001978767,0.0005599262,0.0005480358,0.0004179555,0.002947135,0.1198009],"study_design_scores_gemma":[0.0004694285,0.0003091093,0.023413,0.08575711,0.8702657,0.0004111867,0.0002026796,0.0001580023,0.0002778703,0.001079926,0.01756553,0.00009045154],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001106953,0.9983686,0.0001164849,0.00007675296,0.00005032968,0.00002443072,0.0001702836,0.00000313742,0.00008319855],"genre_scores_gemma":[0.02133072,0.9773244,0.0004749012,0.0003681931,0.000107854,0.00006918023,0.0002371529,0.0000067079,0.00008082083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006852274,"threshold_uncertainty_score":0.02939433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7453624002934813,"score_gpt":0.5454490515734997,"score_spread":0.1999133487199817,"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."}}