{"id":"W4385969272","doi":"10.1111/epi.17749","title":"Interictal high‐frequency oscillations, spikes, and connectivity profiles: A fingerprint of epileptogenic brain pathologies","year":2023,"lang":"en","type":"article","venue":"Epilepsia","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Grantová Agentura České Republiky; Ministerstvo Školství, Mládeže a Tělovýchovy; European Commission; Fondation pour la Recherche Médicale; Canadian Institutes of Health Research; Agentura Pro Zdravotnický Výzkum České Republiky; George E. Hewitt Foundation for Medical Research","keywords":"Ictal; Cortical dysplasia; Hippocampal sclerosis; Epilepsy; Epilepsy surgery; Gliosis; Neuroscience; Stereoelectroencephalography; Electroencephalography; Medicine; Lesion; Pathology; Psychology; Temporal lobe","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":[0.0002065973,0.0003880511,0.0001564772,0.0006856972,0.00009383713,0.0002374545,0.00009241048,0.0001478152,0.0007828324],"category_scores_gemma":[0.001426899,0.00007171404,0.000202665,0.0002632298,0.0001519935,0.0001950814,0.0001756712,0.0001246521,0.0001580139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009004241,"about_ca_system_score_gemma":0.0001239375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008505997,"about_ca_topic_score_gemma":0.001419387,"domain_scores_codex":[0.9999179,0.00001995682,0.000009106642,0.00002588102,0.00001598024,0.00001125735],"domain_scores_gemma":[0.9996402,0.0001761007,0.0001065129,0.00002394537,0.00002656164,0.00002664234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005603383,0.0001125697,0.9105366,0.00007074506,0.0001659095,0.0005962808,0.0001713203,0.006873981,0.02547866,0.0001481107,0.0002464505,0.05503899],"study_design_scores_gemma":[0.00001219548,0.0002578604,0.9657739,0.00001507336,0.00006498062,0.001333377,0.0001518457,0.0288888,0.003005506,0.0003121173,0.0001755191,0.00000873206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965428,0.0001027565,0.002875292,0.00002594077,0.000001773778,0.000009245532,0.0001545001,0.0000269349,0.0002607708],"genre_scores_gemma":[0.9993168,0.00003752125,0.0004518057,0.000002156816,0.000002279653,0.000004210458,0.0001385478,0.000001807709,0.0000447599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008505997,"threshold_uncertainty_score":0.00261879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748266836631912,"score_gpt":0.2750992946960246,"score_spread":0.2376166263297055,"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."}}