{"id":"W4396584950","doi":"10.1017/cjn.2024.63","title":"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":"Western University","funders":"","keywords":"Autoimmune encephalitis; Epilepsy; Encephalitis; Medicine; Neuroscience; Content (measure theory); Psychology; 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":[0.0002408795,0.0002592536,0.000440516,0.0005332177,0.0005234755,0.0005874304,0.0002065727,0.0005949073,0.001986793],"category_scores_gemma":[0.001436444,0.00007865383,0.0002540094,0.0003567197,0.0001988581,0.000451273,0.0003727582,0.0008689272,0.0007191381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972468,"about_ca_system_score_gemma":0.000634513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143404,"about_ca_topic_score_gemma":0.002204745,"domain_scores_codex":[0.9998036,0.00005263376,0.00003905881,0.0000135972,0.00004742551,0.00004367355],"domain_scores_gemma":[0.9997959,0.00004948667,0.00005514681,0.000006156647,0.00002440841,0.00006885868],"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":[0.001251746,0.0004646456,0.1431248,0.001041037,0.0002477602,0.1327231,0.0009458232,0.0012596,0.004775081,0.002032906,0.06081011,0.6513233],"study_design_scores_gemma":[0.0007591794,0.001853397,0.2687523,0.002685449,0.000291845,0.5873331,0.002559079,0.002436717,0.003730799,0.01075754,0.1187437,0.00009695607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6089056,0.164637,0.006921133,0.04926214,0.001270554,0.0002607295,0.0005207288,0.0005373133,0.1676849],"genre_scores_gemma":[0.9561943,0.03057248,0.002043792,0.005720881,0.001212381,0.00007762594,0.0003667428,0.00003773774,0.003773988],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001986793,"threshold_uncertainty_score":0.006646514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482648390262169,"score_gpt":0.2497603635045507,"score_spread":0.2349338796019291,"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."}}