{"id":"W4409049285","doi":"10.1177/19418744251331650","title":"Long-Term Seizure Outcomes in Autoimmune Encephalitis","year":2025,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Epilepsy Society; National Institutes of Health; Clinical and Translational Science Institute, New York University","keywords":"Medicine; Epilepsy; Ictal; Electroencephalography; Pediatrics; Encephalitis; Autoimmune encephalitis; Retrospective cohort study; Cohort; Logistic regression; Internal medicine; Immunology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004849928,0.0001861867,0.0002471688,0.0004157515,0.0004050829,0.0005064904,0.0002541865,0.000305117,0.002141116],"category_scores_gemma":[0.001883758,0.0001213348,0.0003374016,0.0006932723,0.0002188322,0.0004828644,0.0004737425,0.0005580604,0.0002124194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875159,"about_ca_system_score_gemma":0.0003993099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029868,"about_ca_topic_score_gemma":0.003855816,"domain_scores_codex":[0.9997217,0.0000517613,0.00003920031,0.00005503513,0.00004988209,0.00008233984],"domain_scores_gemma":[0.9977417,0.0002481204,0.001415394,0.00006307349,0.0001563599,0.0003752947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006635423,0.000015636,0.9985234,0.000008396809,0.00002746085,0.00025058,0.00002179602,0.00002888544,0.00005258,0.0000102165,0.00005939741,0.0009352682],"study_design_scores_gemma":[0.000004546478,0.00007347762,0.9988575,0.00001071241,0.00001623242,0.0007811406,0.00005225501,0.00005830824,0.00002129635,0.00002872528,0.00009351601,0.000002337993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985397,0.0006297992,0.0000339347,0.00008211177,0.000007076422,0.000003630623,0.0002899169,0.000001890554,0.000412029],"genre_scores_gemma":[0.9993103,0.0001976245,0.00001400417,0.00001799215,0.00001432365,0.000003724544,0.0003581211,8.04508e-7,0.00008319662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029868,"threshold_uncertainty_score":0.00716275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044221037632491,"score_gpt":0.2858397083017298,"score_spread":0.2753974979254049,"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."}}