{"id":"W4392908998","doi":"10.1001/jamaneurol.2024.0126","title":"Magnetic Resonance Imaging Characteristics of LGI1-Antibody and CASPR2-Antibody Encephalitis","year":2024,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Aging; Medical Research Council","keywords":"Autoimmune encephalitis; Medicine; Magnetic resonance imaging; Hyperintensity; Fluid-attenuated inversion recovery; Cohort; Encephalitis; Differential diagnosis; Retrospective cohort study; Radiology; Autoantibody; Internal medicine; Pediatrics; Pathology; Antibody; Immunology","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":[0.0004804224,0.0003213903,0.0002760131,0.0008654044,0.0001769294,0.0003206209,0.0002147313,0.0004580814,0.002442141],"category_scores_gemma":[0.003091993,0.0001614808,0.0001837015,0.0004711493,0.0003061754,0.0004480465,0.0003074867,0.0001576932,0.0004145152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568588,"about_ca_system_score_gemma":0.0001479909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008913538,"about_ca_topic_score_gemma":0.0009869364,"domain_scores_codex":[0.9996842,0.00005808072,0.00007767022,0.0000822815,0.00005874951,0.00003893343],"domain_scores_gemma":[0.9982015,0.0003063481,0.001100218,0.00007594813,0.0001491354,0.000166822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007561219,0.000009922362,0.9982648,0.000009026016,0.00001274583,0.0001809443,0.00004080061,0.00001642198,0.0008324833,0.000005263694,0.00004287721,0.0005090467],"study_design_scores_gemma":[0.000007280086,0.00007442583,0.9973164,0.000005431866,0.00001208609,0.002186035,0.0000627035,0.00004816781,0.00018851,0.000007201621,0.00008992884,0.000001906626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991764,0.0001313285,0.00007265302,0.00001830575,0.000003556387,0.00001361027,0.0002151384,0.000002579362,0.0003663559],"genre_scores_gemma":[0.9995415,0.00003240798,0.00008545903,0.00001453701,0.000008876637,0.000009287895,0.0002358369,9.587894e-7,0.00007122794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002442141,"threshold_uncertainty_score":0.00816983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008782246711261887,"score_gpt":0.2816441488828043,"score_spread":0.2728619021715424,"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."}}