{"id":"W4206073738","doi":"10.1093/jalm/jfab127","title":"Clinical Sensitivity, Specificity, and Predictive Value of Neural Antibody Testing for Autoimmune Encephalitis","year":2021,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Predictive value; Autoimmune encephalitis; Antibody; Medicine; Immunology; Encephalitis; Sensitivity (control systems); Virology; Internal medicine; Autoantibody; Virus; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02174315,0.00161871,0.001475416,0.004538384,0.000515458,0.002837659,0.001338599,0.002186035,0.002977438],"category_scores_gemma":[0.0859297,0.000643989,0.001475012,0.001606243,0.001674705,0.002257384,0.001269519,0.001807876,0.001586434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008389697,"about_ca_system_score_gemma":0.000991478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608621,"about_ca_topic_score_gemma":0.0016888,"domain_scores_codex":[0.9814638,0.008277788,0.002298572,0.001940818,0.005283155,0.0007357886],"domain_scores_gemma":[0.9361177,0.04613123,0.005593007,0.002170326,0.00852424,0.001463568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302755,0.0001833305,0.9188227,0.0007165368,0.000792501,0.00133608,0.0003148636,0.0041719,0.003059945,0.001843699,0.00467777,0.06277779],"study_design_scores_gemma":[0.0002286839,0.00258342,0.8253093,0.002000993,0.003593575,0.02932719,0.001441283,0.07210413,0.01778192,0.01783973,0.02745303,0.0003368024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7989229,0.0889525,0.03818898,0.006718871,0.001833994,0.000569712,0.003246313,0.0008694471,0.06069725],"genre_scores_gemma":[0.982287,0.004213035,0.009756749,0.0009124474,0.0006323974,0.0001225334,0.001042269,0.00005622517,0.0009772392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174315,"threshold_uncertainty_score":0.1149901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616426306152416,"score_gpt":0.3346713973784539,"score_spread":0.2985071343169297,"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."}}