{"id":"W4214771723","doi":"10.1093/sleep/zsac046","title":"Impact of chronic sleep restriction on sleep continuity, sleep structure, and neurobehavioral performance","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Ludwig-Maximilians-Universität München; Inselspital, Universitätsspital Bern; Arbor Pharmaceuticals; Suomen Kulttuurirahasto; ResMed; Eisai; Ipsen; Vanda Pharmaceuticals; Jazz Pharmaceuticals; Harmony Biosciences; National Institutes of Health; Regeneron Pharmaceuticals; National Science Foundation; Harvard Catalyst; Pennsylvania State University; Harvard University; University of Pennsylvania; York University; University of Miami; National Center for Advancing Translational Sciences; Teva Pharmaceutical Industries; Tencent; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; Carrier Corporation; Boston College; Deutsche Akademie der Naturforscher Leopoldina - Nationale Akademie der Wissenschaften; Brigham and Women's Hospital","keywords":"Sleep (system call); Sleep restriction; Medicine; Sleep debt; Sleep deprivation; Psychology; Audiology; Sleep disorder; Insomnia; Psychiatry; Cognition; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140784,0.0002674474,0.0003385276,0.0001952187,0.0002586007,0.0002072909,0.0001395106,0.0001891549,0.0007666265],"category_scores_gemma":[0.0005811022,0.00008626135,0.0003317125,0.0001160258,0.0002531921,0.0001196553,0.0003353755,0.0002089508,0.00006558974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073472,"about_ca_system_score_gemma":0.0002521076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006346501,"about_ca_topic_score_gemma":0.009506689,"domain_scores_codex":[0.9998612,0.00003302422,0.00002084065,0.00002469245,0.00002684389,0.00003336853],"domain_scores_gemma":[0.9995635,0.00008604916,0.0001096775,0.00005116577,0.00006827991,0.0001213914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02105857,0.002762213,0.645576,0.0005325107,0.001141408,0.0006860585,0.0006364724,0.0009155584,0.2368616,0.00006374744,0.0002511066,0.0895147],"study_design_scores_gemma":[0.0000461503,0.003965785,0.994287,0.000007995061,0.00005444191,0.00008952426,0.00006670317,0.000196756,0.001141898,0.00001217468,0.0001273365,0.000004208836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992135,0.0004096499,0.00007376525,0.00001576625,0.000004090703,0.00001298651,0.00005214492,0.000003103223,0.0002149677],"genre_scores_gemma":[0.9993833,0.0001534626,0.0001374001,0.00001708087,0.00000597353,0.00001110071,0.000130329,0.000001408111,0.00015993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006346501,"threshold_uncertainty_score":0.01261908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601959613715503,"score_gpt":0.2945762627577787,"score_spread":0.2785566666206237,"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."}}