{"id":"W4310776829","doi":"10.1111/epi.17478","title":"Acute symptomatic seizures, epilepsy, and autoimmune encephalitis: Clarifying terminology in neural antibody‐associated disease","year":2022,"lang":"en","type":"article","venue":"Epilepsia","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"London Health Sciences Foundation; Academic Medical Organization of Southwestern Ontario; London Health Sciences Centre","keywords":"Epilepsy; Autoimmune encephalitis; Medicine; Encephalitis; Disease; Autoimmune disease; Central nervous system disease; Immunology; Pediatrics; Pathology; Virus; Psychiatry; Internal medicine","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":[0.0001672725,0.0002634442,0.0005942204,0.0001855539,0.0003075973,0.00002366513,0.0001578123,0.000105039,0.0004608827],"category_scores_gemma":[0.0001406314,0.000237603,0.0001208359,0.000334167,0.00014756,0.0000961043,0.0003155946,0.000639286,0.00001458367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080775,"about_ca_system_score_gemma":0.00007595315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009558751,"about_ca_topic_score_gemma":0.000003461198,"domain_scores_codex":[0.9979017,0.000320581,0.0004551891,0.0004946531,0.0002950713,0.0005327925],"domain_scores_gemma":[0.9992033,0.0001277945,0.0001545268,0.0003411424,0.000019539,0.0001537263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000540201,0.00121546,0.9798087,0.00005568783,0.0002293352,0.008662337,0.0004321045,0.00005904858,0.001068059,0.0004336415,0.0002807731,0.007214686],"study_design_scores_gemma":[0.003756631,0.0007956792,0.9838555,0.00004314804,0.0002160191,0.0003040295,0.00009559771,0.00938083,0.000003869333,0.0007346454,0.0006159614,0.0001980433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924714,0.00330585,0.00001187264,0.002712316,0.0002203163,0.0006223466,0.00006893076,0.0001676017,0.0004193525],"genre_scores_gemma":[0.9964604,0.0002660412,0.0000399882,0.001997064,0.00001343502,0.0001829776,0.0004107743,0.00003273314,0.0005965403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009321782,"threshold_uncertainty_score":0.9689167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469939217978212,"score_gpt":0.2834340259610116,"score_spread":0.2687346337812295,"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."}}