{"id":"W4406382082","doi":"10.1002/advs.202406835","title":"Temporal Lobe Epilepsy Perturbs the Brain‐Wide Excitation‐Inhibition Balance: Associations with Microcircuit Organization, Clinical Parameters, and Cognitive Dysfunction","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Fonds de Recherche du Québec - Santé; Consejo Nacional de Ciencia y Tecnología; Institute for Basic Science; Hospital for Sick Children; Canadian Institutes of Health Research; China Scholarship Council; National Research Foundation of Korea; National Research Foundation; Canada Research Chairs; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada","keywords":"Epilepsy; Neuroscience; Temporal lobe; Cognition; Balance (ability); Medicine; Psychology","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":[0.0002140793,0.0002699088,0.0002090999,0.0002922096,0.0001079077,0.0004000564,0.0001108776,0.0001636102,0.0006101049],"category_scores_gemma":[0.0009562292,0.00008633838,0.0001972104,0.0002220394,0.0002289826,0.0002521757,0.0002430358,0.0002276729,0.00009056977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733639,"about_ca_system_score_gemma":0.0001901461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002312566,"about_ca_topic_score_gemma":0.003204208,"domain_scores_codex":[0.9999541,0.00001188143,0.000005469206,0.00001401018,0.000006771103,0.00000778057],"domain_scores_gemma":[0.9998003,0.0000735159,0.00007497495,0.00002147882,0.00001402862,0.00001576125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002010114,0.0002369295,0.7865213,0.0003640805,0.0009264387,0.001370601,0.0004099923,0.03711787,0.09428957,0.001687213,0.002304526,0.07276123],"study_design_scores_gemma":[0.0000506915,0.0003664758,0.8299651,0.00005035163,0.0003137385,0.001754436,0.0002816999,0.149271,0.011312,0.005437225,0.001144962,0.00005237199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99681,0.0004161242,0.002079343,0.00008323949,0.000004473697,0.000004768179,0.0003014845,0.00004217137,0.0002583428],"genre_scores_gemma":[0.9990917,0.0001575665,0.0003752753,0.00001649106,0.000004177011,0.000006030593,0.0002870402,0.000005294325,0.00005636733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002312566,"threshold_uncertainty_score":0.004598141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344813626062522,"score_gpt":0.2982296207002234,"score_spread":0.2747814844395982,"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."}}