{"id":"W4410824741","doi":"10.1016/j.ebiom.2025.105780","title":"Paroxysmal cortical slowing linked to drug-resistant epilepsy","year":2025,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; McGill University; Montreal Neurological Institute and Hospital; Dalhousie University","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Epilepsy; Drug Resistant Epilepsy; Medicine; Drug; Drug resistance; Neuroscience; Biology; Pharmacology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004735884,0.0002238807,0.0005372539,0.0004616544,0.0001495925,0.00001880046,0.000139086,0.00008471355,0.0004555575],"category_scores_gemma":[0.0005836632,0.0001610804,0.0001276842,0.0009056556,0.0001708725,0.00003451951,0.0001099355,0.0003675793,0.0004068012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241312,"about_ca_system_score_gemma":0.0002825496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305182,"about_ca_topic_score_gemma":0.00002837796,"domain_scores_codex":[0.9978426,0.00006989746,0.0004365644,0.0004497909,0.0005651685,0.0006359863],"domain_scores_gemma":[0.998325,0.0002612086,0.00002944092,0.0005320687,0.0001436741,0.0007086124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008386268,0.002855336,0.4417697,0.0009360375,0.001625004,0.005563624,0.00121158,0.000003312726,0.2100287,0.006940945,0.25012,0.0705594],"study_design_scores_gemma":[0.008934516,0.002230405,0.8608753,0.001224233,0.0003890326,0.00004238299,0.0004943155,0.0001532776,0.004340999,0.0003477794,0.1207205,0.0002472123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151298,0.00107318,0.0009299543,0.05143579,0.0005897874,0.001150545,0.00001677691,0.0001986405,0.02947551],"genre_scores_gemma":[0.9800414,0.00004653011,0.001483926,0.003720285,0.0003941678,0.00009452042,0.00008361106,0.00002149839,0.014114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4191056,"threshold_uncertainty_score":0.656867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576346279512585,"score_gpt":0.3303085887615386,"score_spread":0.3145451259664128,"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."}}