{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001539302,0.0004693997,0.0008417686,0.0007905121,0.003591028,0.0007792839,0.001235242,0.0002804586,0.0003231971],"category_scores_gemma":[0.00760933,0.0003330504,0.0004413951,0.001947262,0.004705208,0.0007956035,0.00007356342,0.001084968,0.000004330416],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809466,"about_ca_system_score_gemma":0.008013241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01177769,"about_ca_topic_score_gemma":0.2144768,"domain_scores_codex":[0.9944603,0.0006253175,0.001144799,0.0008243282,0.0007458829,0.002199307],"domain_scores_gemma":[0.9939263,0.0008646444,0.0006843802,0.0002395738,0.001241703,0.003043341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001138546,0.0001423963,0.9612142,0.00001695832,0.00003543223,0.02719238,0.000461549,0.0007815784,0.001053298,0.000438188,0.0002798181,0.008270385],"study_design_scores_gemma":[0.002037642,0.112495,0.7612619,0.0002001519,0.0002202427,0.097066,0.001271936,0.005062941,0.0004956258,0.008793417,0.01027079,0.000824428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829751,0.002863689,0.00003918739,0.009382984,0.001055679,0.0003447251,0.00003298931,0.00003176047,0.00327394],"genre_scores_gemma":[0.9875095,0.00009859919,0.004173906,0.007870329,0.0001955347,0.000006972052,0.000003403425,0.00002191671,0.0001197669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2026991,"threshold_uncertainty_score":0.9999121,"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."}}