{"id":"W3109423028","doi":"10.1093/clinchem/hvaa254","title":"Neural Antibody Testing in Patients with Suspected Autoimmune Encephalitis","year":2020,"lang":"en","type":"review","venue":"Clinical Chemistry","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Center for Clinical and Translational Science, University of Illinois at Chicago","keywords":"Medicine; Autoimmune encephalitis; Neurology; Encephalitis; Disease; Immunology; Intensive care medicine; Biomarker; Antibody; Autoantibody; Pathology; Virus; Biology","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":[0.0001087624,0.0005619415,0.003010476,0.00002788466,0.00004734923,0.00002265139,0.0002635536,0.00061472,0.0001916633],"category_scores_gemma":[0.001904025,0.0003713548,0.0004908792,0.000596864,0.0002324399,0.00003380635,0.0001826995,0.001662096,0.00005627375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007305783,"about_ca_system_score_gemma":0.0003030022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007248855,"about_ca_topic_score_gemma":1.404699e-7,"domain_scores_codex":[0.9967955,0.0001201858,0.001446303,0.0009057829,0.0003064339,0.0004258138],"domain_scores_gemma":[0.9979175,0.0006883201,0.0005365532,0.0005343297,0.00009269522,0.0002306545],"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":[0.0001595063,0.001638139,0.2574934,0.005817187,0.0002413533,0.001296272,0.000003170535,1.280538e-7,7.417659e-7,7.312194e-7,0.0000435386,0.7333059],"study_design_scores_gemma":[0.0102615,0.002562083,0.4717956,0.01675785,0.002393144,0.0001057191,0.00000632792,0.00005936215,0.000001221199,0.00001648609,0.4950088,0.00103195],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03003425,0.9662509,8.096624e-7,0.00009816526,0.0001015027,0.000971509,0.00004916771,0.0001829695,0.002310701],"genre_scores_gemma":[0.02033533,0.976778,0.0001459787,0.0002222044,0.0001515536,0.00006415832,0.001793661,0.0001072195,0.0004018646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7322739,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07212807018933005,"score_gpt":0.3864451121248683,"score_spread":0.3143170419355383,"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."}}