{"id":"W2050990654","doi":"10.1212/01.wnl.0000344402.20334.81","title":"High-frequency oscillations mirror disease activity in patients with epilepsy","year":2009,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Epilepsy; Electroencephalography; Pathophysiology; Ictal; Stereoelectroencephalography; Medicine; Anesthesia; Audiology; Neuroscience; Psychology; Internal medicine","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":[0.00003772843,0.0001030853,0.0001807677,0.00009953677,0.00004101169,0.000004522696,0.00004574333,0.00004861389,0.00009999764],"category_scores_gemma":[0.00006395482,0.00007581418,0.00003081209,0.0001737035,0.00005643352,0.00005898323,0.00001127699,0.0002118294,0.00005282988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003135405,"about_ca_system_score_gemma":0.00008997213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000168942,"about_ca_topic_score_gemma":0.0001598689,"domain_scores_codex":[0.9990808,0.00008061661,0.00009900927,0.0002596326,0.0001888864,0.0002910327],"domain_scores_gemma":[0.9993492,0.00004950988,0.0000298246,0.0002787056,0.0000511126,0.0002416354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003953436,0.001026405,0.9923565,0.000005463922,0.00001140405,0.0002902954,0.000009924978,0.000002935272,0.0001367898,0.0002539818,0.00004146696,0.001911362],"study_design_scores_gemma":[0.003775704,0.005711768,0.9897504,0.000005881506,0.00002236668,0.000002769104,1.976405e-7,0.00001422592,0.00002725531,0.000562232,0.00007361783,0.00005361414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891694,0.00002001813,0.000005315218,0.009641755,0.0000392358,0.0004638648,0.00001776641,0.00003445813,0.0006082372],"genre_scores_gemma":[0.9984595,0.00001114516,0.0001882388,0.001200449,0.0000199095,0.00002336212,0.0000436374,0.000008748354,0.0000449938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009290167,"threshold_uncertainty_score":0.3091612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266423002657653,"score_gpt":0.2696707107744582,"score_spread":0.2570064807478817,"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."}}