{"id":"W4396224526","doi":"10.1017/cjn.2024.64","title":"Response to: Management of Seizures and Epilepsy in Patients with Autoimmune Encephalitis","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; University of Alberta; University of Calgary","funders":"","keywords":"Epilepsy; Autoimmune encephalitis; Encephalitis; Medicine; Neuroscience; Psychology; Intensive care medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004338448,0.0001772621,0.0005066758,0.0002879765,0.0003995938,0.0004935337,0.0002731859,0.0009083386,0.008848593],"category_scores_gemma":[0.002342504,0.00004787881,0.0003886338,0.0002241367,0.0001350288,0.0004882423,0.0003645626,0.000857347,0.001907124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004258543,"about_ca_system_score_gemma":0.0005216766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006000609,"about_ca_topic_score_gemma":0.001492301,"domain_scores_codex":[0.9996513,0.0001056201,0.00006629963,0.00002653631,0.00006971945,0.00008060969],"domain_scores_gemma":[0.9996046,0.0000698325,0.0001076175,0.00001097789,0.00005833578,0.0001485969],"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":[0.006821717,0.001451869,0.09765284,0.002449922,0.0004127533,0.01252937,0.0006863791,0.001125927,0.004248647,0.001366867,0.1465529,0.7247007],"study_design_scores_gemma":[0.005001743,0.009285705,0.578867,0.006692488,0.0007154701,0.07096109,0.002808708,0.002176599,0.004284477,0.008576411,0.3104615,0.0001688263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5510415,0.0950221,0.003042167,0.1556424,0.003033193,0.0007593453,0.001426819,0.000623823,0.1894087],"genre_scores_gemma":[0.942014,0.01531012,0.001708354,0.02621508,0.002925528,0.0003211401,0.001173651,0.00005169948,0.01028046],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008848593,"threshold_uncertainty_score":0.02960145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516387359071475,"score_gpt":0.2589427302958484,"score_spread":0.2437788567051337,"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."}}