{"id":"W4409222692","doi":"10.1212/wnl.0000000000211693","title":"Biomarkers of Inflammation and Neuronal and Glial Injury and their Correlation with Disease Severity and Progression in Leucine-Rich Glioma Inactivated-1 (LGI1) Autoimmune Encephalitis (P1-8.006)","year":2025,"lang":"en","type":"article","venue":"Neurology","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autoimmune encephalitis; Encephalitis; Glioma; Medicine; Inflammation; Disease; Immunology; Pathology; Cancer research; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006290319,0.000388782,0.0003169127,0.000461027,0.0001858869,0.0005494501,0.000195596,0.0003637692,0.001062097],"category_scores_gemma":[0.0008341884,0.00009078698,0.000232283,0.0004656106,0.0001150963,0.0003059539,0.0002682827,0.0004290555,0.000270835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158243,"about_ca_system_score_gemma":0.0002786894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005303427,"about_ca_topic_score_gemma":0.000928903,"domain_scores_codex":[0.9998183,0.00005689885,0.00002254437,0.00002997793,0.000036375,0.0000359579],"domain_scores_gemma":[0.9994436,0.00006479222,0.0003015509,0.00001830004,0.00007750909,0.00009422593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00799431,0.001254544,0.9322138,0.0002338046,0.000406608,0.0005917804,0.0001440262,0.0004079597,0.01466693,0.0001375454,0.0008249992,0.04112371],"study_design_scores_gemma":[0.0001392029,0.003942519,0.988149,0.00004264538,0.0001930206,0.001046489,0.0001406214,0.0008931587,0.003753644,0.0002666326,0.001418807,0.00001420851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968618,0.001651963,0.0002220464,0.00008343926,0.00002232883,0.00004560275,0.0004196444,0.000008529078,0.000684552],"genre_scores_gemma":[0.9972917,0.0004091071,0.0007272107,0.00005424296,0.00002095511,0.00005644922,0.0005029343,0.00000243097,0.0009349645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001062097,"threshold_uncertainty_score":0.003553033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005693199836917468,"score_gpt":0.2464195892491348,"score_spread":0.2407263894122174,"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."}}