{"id":"W4412493281","doi":"10.1007/s12035-025-05138-3","title":"REST/NRSF Regulation of Epilepsy and Cognitive Impairment: Mechanisms and EEG Correlations","year":2025,"lang":"en","type":"article","venue":"Molecular Neurobiology","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epilepsy; Electroencephalography; Cognition; Rest (music); Psychology; Hippocampus; Internal medicine; Cognitive decline; Audiology; Montreal Cognitive Assessment; Cognitive impairment; Neuroscience; Medicine; Dementia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002082682,0.0003067752,0.0002798836,0.0004004127,0.0001101408,0.0003408041,0.0002131589,0.0001955449,0.0013525],"category_scores_gemma":[0.0003801486,0.0001106242,0.0002316157,0.0002427702,0.0004324977,0.0002440922,0.0002194885,0.0002729581,0.0001322615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240538,"about_ca_system_score_gemma":0.0001269585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331053,"about_ca_topic_score_gemma":0.001166157,"domain_scores_codex":[0.9999348,0.00001604289,0.000006275948,0.00001471344,0.00001202346,0.00001610088],"domain_scores_gemma":[0.9997595,0.00005663825,0.00008749895,0.00003391831,0.00002936342,0.00003317527],"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":[0.01643567,0.0003916771,0.2379606,0.0002485164,0.0005749819,0.003501836,0.0004551293,0.001443291,0.6592688,0.002485194,0.001013417,0.07622094],"study_design_scores_gemma":[0.00009756573,0.0005913607,0.9714276,0.00002093163,0.0001378658,0.001645786,0.0001958962,0.001487567,0.02183821,0.001586709,0.0009523545,0.00001818598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918587,0.003783112,0.001503457,0.0001938061,0.00002091605,0.00001006128,0.0003168811,0.00004385997,0.002269193],"genre_scores_gemma":[0.9979698,0.0007402597,0.0003492079,0.00003366794,0.00003201087,0.000008083974,0.0001619346,0.000008741752,0.0006963161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0013525,"threshold_uncertainty_score":0.004524529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003908041154285577,"score_gpt":0.2172537787123313,"score_spread":0.2133457375580458,"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."}}