{"id":"W7116887376","doi":"10.1212/nxi.0000000000200534","title":"Enterovirus Encephalitis in People With Multiple Sclerosis on Ocrelizumab","year":2025,"lang":"en","type":"article","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta; University of Saskatchewan","funders":"","keywords":"Ocrelizumab; Encephalitis; Hypogammaglobulinemia; Enterovirus; Multiple sclerosis; Complication; Viral disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001937949,0.0003626011,0.0006049555,0.001313709,0.0002530365,0.00003485929,0.0002550533,0.0003578706,0.00008717945],"category_scores_gemma":[0.0005157732,0.0003200485,0.0001192677,0.001132622,0.0004643501,0.0002075033,0.0001487195,0.001562801,0.0001987273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007848797,"about_ca_system_score_gemma":0.0001846746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002077052,"about_ca_topic_score_gemma":0.0003116538,"domain_scores_codex":[0.9971092,0.0005927137,0.0005829582,0.000827361,0.0002036098,0.0006841592],"domain_scores_gemma":[0.9982777,0.0005426181,0.0001448156,0.000832087,0.0001484625,0.00005433965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01040258,0.0008232932,0.6591485,0.00006289831,0.0001276322,0.0005821182,0.0001209461,0.0003058021,0.3117121,0.001844658,0.0003499578,0.01451952],"study_design_scores_gemma":[0.005565584,0.005258775,0.9733191,0.00008176975,0.00004213387,0.0004544411,0.00001816382,0.0008290893,0.009883411,0.00008788799,0.004294653,0.0001649829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812534,0.0001791868,0.0000756771,0.01187672,0.0005541136,0.0009760408,0.000005302742,0.0002278075,0.004851684],"genre_scores_gemma":[0.9944534,0.0005160479,0.00002709221,0.004136935,0.00003187382,0.00020366,0.00002973408,0.00004236741,0.0005588505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3141707,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006070175552838,"score_gpt":0.2616693950316127,"score_spread":0.2416086932760843,"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."}}