{"id":"W4400412010","doi":"10.1093/braincomms/fcae231","title":"Excitation/Inhibition balance relates to cognitive function and gene expression in temporal lobe epilepsy: a high density EEG assessment with aperiodic exponent","year":2024,"lang":"en","type":"article","venue":"Brain Communications","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; Montreal Neurological Institute and Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alliance de recherche numérique du Canada; Ministero della Salute; Academic Medical Organization of Southwestern Ontario","keywords":"Epilepsy; Electroencephalography; Temporal lobe; Aperiodic graph; Neuroscience; Psychology; Balance (ability); Idiopathic generalized epilepsy; Audiology; Physics; Medicine; Mathematics","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":[0.0001859242,0.0003052604,0.0001394021,0.0005350066,0.00008617945,0.0002743872,0.00007007308,0.0001251333,0.0008137139],"category_scores_gemma":[0.0008351345,0.00007037423,0.0001072049,0.0003053006,0.0002068585,0.0001396622,0.0002007305,0.0001226882,0.00008383488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009178605,"about_ca_system_score_gemma":0.00005882865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005837512,"about_ca_topic_score_gemma":0.0009809335,"domain_scores_codex":[0.999928,0.00001676269,0.00001299871,0.00001757882,0.00001480161,0.000009884606],"domain_scores_gemma":[0.9996544,0.00009403428,0.000160364,0.00002835824,0.00003524343,0.0000275491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000715,0.00006746279,0.9150465,0.00007160696,0.0001625953,0.002033643,0.00027593,0.0004773024,0.06365641,0.0001010444,0.0001359004,0.01697086],"study_design_scores_gemma":[0.00000666212,0.0001026219,0.9951911,0.000004534604,0.00002323606,0.001828252,0.00009487668,0.0007323993,0.001835761,0.0000818038,0.00009474305,0.000003937861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991323,0.00008391563,0.0004407367,0.00001022753,0.000001367935,0.000005305675,0.00006881475,0.000005643129,0.0002517583],"genre_scores_gemma":[0.9996464,0.00004002219,0.0001768921,0.000004252065,0.000002406765,0.000002416616,0.00006965158,0.000001698383,0.00005626749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008137139,"threshold_uncertainty_score":0.002722144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256424433162006,"score_gpt":0.3572714732367422,"score_spread":0.3047072289051222,"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."}}