{"id":"W3127747976","doi":"10.1017/cjn.2021.23","title":"Neural Antibody Testing for Autoimmune Encephalitis: A Canadian Single-Centre Experience","year":2021,"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":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"London Health Sciences Centre","keywords":"Autoimmune encephalitis; Antibody; AMPA receptor; Autoantibody; Encephalitis; Glutamate decarboxylase; Immunofluorescence; Immunology; Receptor; Limbic encephalitis; Medicine; Glutamate receptor; Molecular biology; Biology; Internal medicine; Biochemistry; Virus; Enzyme","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.00149852,0.0008049568,0.0005474947,0.001508045,0.002214108,0.001383916,0.001024309,0.0008972641,0.003166697],"category_scores_gemma":[0.006650125,0.0004462694,0.0004069112,0.003101303,0.001203744,0.000747292,0.001249477,0.001354388,0.0006795504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007129106,"about_ca_system_score_gemma":0.01039376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3989677,"about_ca_topic_score_gemma":0.572852,"domain_scores_codex":[0.9976549,0.000340618,0.0002512116,0.0003761119,0.0008287907,0.0005482937],"domain_scores_gemma":[0.9940444,0.0005672101,0.0005449965,0.0002222115,0.00243607,0.002185138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005395527,0.000666129,0.6674464,0.0006046605,0.0001806866,0.1170821,0.006402009,0.0005869364,0.01005166,0.000749512,0.01205008,0.1836402],"study_design_scores_gemma":[0.0001177803,0.001421324,0.7257471,0.0008758535,0.0002124532,0.2214105,0.008570191,0.001241724,0.003498459,0.0004801298,0.03620572,0.0002187899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181404,0.0246967,0.005080167,0.007931828,0.0007610202,0.0004408767,0.0007056265,0.0002201891,0.04202322],"genre_scores_gemma":[0.9813429,0.01035408,0.002330944,0.002713755,0.0002127984,0.00002827037,0.0003324803,0.00008782114,0.00259705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6010324,"threshold_uncertainty_score":0.7932908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966292887254902,"score_gpt":0.3037144238407304,"score_spread":0.2440514949681814,"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."}}