{"id":"W4390796998","doi":"10.1101/2024.01.10.575038","title":"Sleep selectively and durably enhances real-world sequence memory","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Royal Ottawa Mental Health Centre; University of Ottawa; Baycrest Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Sleep (system call); Sequence (biology); Psychology; Computer science; Biology; Genetics","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":[0.00005485463,0.0001314982,0.0001386697,0.00009698094,0.00005340351,0.0001221346,0.0001176857,0.00009155954,0.001659487],"category_scores_gemma":[0.0001288009,0.00005636351,0.00013898,0.00005743292,0.0001593021,0.00009894012,0.0001668397,0.0002255799,0.0001327082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000816857,"about_ca_system_score_gemma":0.0000968862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006249552,"about_ca_topic_score_gemma":0.001565592,"domain_scores_codex":[0.9999793,0.000003111426,0.00000218836,0.000005484156,0.000004305471,0.000005722952],"domain_scores_gemma":[0.9999319,0.00001454764,0.00001856959,0.00001175807,0.000007729523,0.00001544771],"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":[0.002494757,0.0002230011,0.001534837,0.0001434,0.00004314902,0.00005260816,0.00006195369,0.00007083821,0.9786075,0.00006940649,0.0001121917,0.01658634],"study_design_scores_gemma":[0.00038296,0.01917321,0.310908,0.00008612751,0.0001955001,0.0004546783,0.0002583373,0.001717397,0.6610205,0.0006540109,0.00512323,0.00002598913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976048,0.001010324,0.0007493596,0.00003386135,0.00002638292,0.000009967216,0.00008105102,0.00002833229,0.0004558216],"genre_scores_gemma":[0.9978337,0.00050444,0.0004646572,0.00003247707,0.00001408151,0.00001650158,0.0001248583,0.000008843902,0.00100052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001659487,"threshold_uncertainty_score":0.005551517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710113203513089,"score_gpt":0.284688583157952,"score_spread":0.2475874511228212,"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."}}