{"id":"W4405953768","doi":"10.1073/pnas.2400743122","title":"Memory control deficits in the sleep-deprived human brain","year":2024,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Medical Research Council; UK Research and Innovation","keywords":"Sleep (system call); Neurocognitive; Sleep deprivation; Psychology; Neuroscience; Mnemonic; Neuroscience of sleep; Eye movement; Non-rapid eye movement sleep; Cognitive psychology; Cognition","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":[0.00004815354,0.0001753393,0.0001552815,0.0002005994,0.000142785,0.0001905892,0.00009187221,0.00008896208,0.001391558],"category_scores_gemma":[0.0002402108,0.0000549375,0.00007555271,0.0001064377,0.0003954242,0.00009715542,0.0001371472,0.0002428602,0.0001680585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828906,"about_ca_system_score_gemma":0.0002324409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146194,"about_ca_topic_score_gemma":0.00433644,"domain_scores_codex":[0.9999788,0.000002587218,0.00000254481,0.000005327624,0.000006181496,0.000004570608],"domain_scores_gemma":[0.9999369,0.000009920979,0.00001944029,0.00001115726,0.000009563869,0.00001302435],"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":[0.002400061,0.0002931707,0.05569443,0.0003922699,0.0002893951,0.003848825,0.00056541,0.0005680576,0.8144282,0.0008959695,0.001277994,0.1193461],"study_design_scores_gemma":[0.00005326769,0.001677395,0.940807,0.00003375493,0.00008470455,0.006842391,0.0003265879,0.0006161786,0.04469325,0.001324837,0.00352454,0.00001608496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940168,0.002675819,0.001011671,0.0001135625,0.0000186871,0.00001336723,0.0002244606,0.00003485754,0.001890738],"genre_scores_gemma":[0.9979877,0.000780104,0.0003128409,0.00003976362,0.000007117235,0.000007967445,0.000229052,0.000003898268,0.0006315122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002146194,"threshold_uncertainty_score":0.004655242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08525098862683994,"score_gpt":0.362614175484998,"score_spread":0.2773631868581581,"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."}}