{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009078472,0.0005679901,0.001119933,0.001522142,0.0001470971,0.0005309218,0.0006773379,0.0007588331,0.001941695],"category_scores_gemma":[0.002189204,0.0001258245,0.0005943038,0.0008580888,0.0002400111,0.0004487006,0.0003270011,0.001114839,0.0006313216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339104,"about_ca_system_score_gemma":0.0008883681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033251,"about_ca_topic_score_gemma":0.00219777,"domain_scores_codex":[0.9997197,0.000106978,0.00005547385,0.00002908639,0.00007153222,0.00001730403],"domain_scores_gemma":[0.9991676,0.0005133614,0.0001300295,0.00001103047,0.0001478252,0.00003018935],"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":[0.000215754,0.00003975724,0.001810674,0.03489869,0.0003527655,0.0009380312,0.00005943017,0.0002425473,0.0007054153,0.0009245052,0.02215676,0.9376557],"study_design_scores_gemma":[0.000277468,0.0004559988,0.02130179,0.136799,0.002553533,0.0285159,0.0003272633,0.0006622761,0.002308896,0.005250272,0.8014517,0.0000959577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000263123,0.9982027,0.0001083843,0.0003763347,0.0001422486,0.000005307162,0.00001739695,0.000006140508,0.0008783533],"genre_scores_gemma":[0.004991792,0.9936482,0.0003605952,0.0004827113,0.0002359839,0.000009800466,0.00005682927,0.000001389172,0.0002125775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001941695,"threshold_uncertainty_score":0.006495595,"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."}}