{"id":"W4399231188","doi":"10.1002/epd2.20231","title":"Autoimmune‐associated seizure disorders","year":2024,"lang":"en","type":"review","venue":"Epileptic Disorders","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Autoimmune encephalitis; Immunology; Epilepsy; Medicine; Immunotherapy; Encephalitis; Status epilepticus; Autoantibody; Autoimmunity; Etiology; Limbic encephalitis; Antibody; Immune system; Pathology; Virus; 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":[0.0002298345,0.0009350859,0.001003037,0.001704144,0.0002322318,0.0006952368,0.0004839842,0.0006661545,0.00529166],"category_scores_gemma":[0.0005074065,0.000141807,0.0004776628,0.001564741,0.000345228,0.000565932,0.0005636525,0.0009909176,0.002073276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640858,"about_ca_system_score_gemma":0.0008139167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000955792,"about_ca_topic_score_gemma":0.002169065,"domain_scores_codex":[0.9998012,0.00003325725,0.00004045518,0.00002910394,0.00006294491,0.00003307128],"domain_scores_gemma":[0.9998252,0.00007323929,0.00004313921,0.000006601255,0.00003697871,0.00001491796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007650867,0.000062159,0.000548518,0.0167251,0.0001579513,0.00155629,0.00007903433,0.0002426321,0.001470292,0.003235356,0.05063826,0.9252079],"study_design_scores_gemma":[0.00005562302,0.00006907229,0.001925338,0.007322212,0.0002087456,0.02028261,0.00006908388,0.000111194,0.0005527578,0.003106222,0.9662796,0.00001742041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002586089,0.9955518,0.0001639388,0.0002108204,0.0002066286,0.000007669332,0.00002989057,0.00001321108,0.003557328],"genre_scores_gemma":[0.003379015,0.9937752,0.0002007745,0.0004516828,0.0003177143,0.000009408877,0.00009169318,0.00000283494,0.001771596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00529166,"threshold_uncertainty_score":0.0177024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798245063405444,"score_gpt":0.3315868582145409,"score_spread":0.3036044075804864,"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."}}