{"id":"W2028288124","doi":"10.1101/lm.74904","title":"Posttraining increases in REM sleep intensity implicate REM sleep in memory processing and provide a biological marker of learning potential","year":2004,"lang":"en","type":"article","venue":"Learning & Memory","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Psychology; Sleep (system call); Eye movement; Audiology; Non-rapid eye movement sleep; Cognition; Rapid eye movement sleep; Memory consolidation; Effects of sleep deprivation on cognitive performance; Cognitive psychology; Developmental psychology; Neuroscience; Medicine; Hippocampus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001676334,0.000311384,0.0005733942,0.0005512803,0.0003200046,0.0001036927,0.0003694977,0.0002174361,0.00004637704],"category_scores_gemma":[0.006110787,0.0002854576,0.00008999507,0.000981222,0.0005410363,0.0003827053,0.0004568545,0.001736119,0.00001581336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442286,"about_ca_system_score_gemma":0.0001235985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006079578,"about_ca_topic_score_gemma":0.00004963656,"domain_scores_codex":[0.9962189,0.000847485,0.0006248516,0.0009707035,0.0005049792,0.0008330555],"domain_scores_gemma":[0.9987356,0.0004577518,0.0002768867,0.0002480757,0.0001008304,0.0001808729],"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":[0.001207051,0.0002759902,0.1657829,0.0001945735,0.0000103726,0.0007587521,0.00259136,0.01782769,0.6641816,0.00004217096,0.000001840917,0.1471256],"study_design_scores_gemma":[0.00470863,0.000705392,0.8066665,0.0009688005,0.00002718192,0.000639101,0.005694652,0.02280758,0.1563049,0.0005316502,0.00008287135,0.0008627171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974978,0.0003296611,0.0003096237,0.000336748,0.00005806852,0.0004305622,0.000001562888,0.0001452925,0.0008906741],"genre_scores_gemma":[0.9991443,0.00007337956,0.0003544269,0.0001670724,0.00007498177,0.00004214812,0.000004875478,0.00004475006,0.00009403804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6408836,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03894339647504442,"score_gpt":0.2916499591519475,"score_spread":0.2527065626769031,"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."}}