{"id":"W3014360315","doi":"10.1098/rstb.2019.0655","title":"Neural ensemble reactivation in rapid eye movement and slow-wave sleep coordinate with muscle activity to promote rapid motor skill learning","year":2020,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency","keywords":"Neuroscience; Memory consolidation; Motor learning; Psychology; Eye movement; Sleep (system call); Rapid eye movement sleep; Task (project management); Neocortex; Hippocampus; Cognitive psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005437313,0.000187558,0.0002641777,0.00003589252,0.0006658008,0.00006353019,0.0004055615,0.0001224091,0.00006346629],"category_scores_gemma":[0.0004607832,0.0001053786,0.0001604112,0.00112794,0.0009820508,0.000186818,0.00009694077,0.0006293386,0.00000242777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004819229,"about_ca_system_score_gemma":0.0000304157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006985904,"about_ca_topic_score_gemma":0.000002162147,"domain_scores_codex":[0.9977199,0.0003715012,0.0002277014,0.000694841,0.000560564,0.0004254771],"domain_scores_gemma":[0.9991204,0.000392576,0.00009291689,0.0001369987,0.00004441708,0.0002127006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006777188,0.0007644357,0.00552193,0.00005409163,0.00003055148,0.00000662268,0.001729855,0.01803152,0.8444405,0.0007165716,0.000006996352,0.1280192],"study_design_scores_gemma":[0.001832976,0.006908038,0.1239396,0.00008195676,0.00003617067,0.000003954631,0.0006225808,0.3947887,0.4643507,0.006459682,0.0002589918,0.0007167299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570639,0.00001831957,0.004546771,0.03735488,0.00004912626,0.0006049389,0.00001285438,0.00004962796,0.0002995703],"genre_scores_gemma":[0.9984332,0.00003570428,0.0003665987,0.001026172,0.00005228482,0.00006093708,3.631209e-7,0.000007241376,0.00001745023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3800898,"threshold_uncertainty_score":0.5120869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08194655409277685,"score_gpt":0.2835184800951219,"score_spread":0.201571926002345,"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."}}