{"id":"W4388563357","doi":"10.1212/nxi.0000000000200178","title":"Clinical Determinants of Longitudinal Disability in LGI-1-IgG Autoimmune Encephalitis","year":2023,"lang":"en","type":"article","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genentech; Epilepsy Society; Eisai; Horizon Therapeutics; EMD Serono; National Football League Players Association; Biogen; Mylan; Cleveland Clinic; Pfizer","keywords":"Interquartile range; Medicine; Autoimmune encephalitis; Modified Rankin Scale; Internal medicine; Montreal Cognitive Assessment; Expanded Disability Status Scale; Retrospective cohort study; Encephalitis; Pediatrics; Cognitive impairment; Disease; Immunology; Multiple sclerosis","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":[0.0009874001,0.0002095024,0.0001787082,0.0004769922,0.000333982,0.0004768324,0.0002601329,0.0003425918,0.001303704],"category_scores_gemma":[0.002645959,0.0001238756,0.0003776608,0.000526316,0.0002591743,0.0005099589,0.000476651,0.0004716516,0.0002416861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953015,"about_ca_system_score_gemma":0.0004224553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00361829,"about_ca_topic_score_gemma":0.004091807,"domain_scores_codex":[0.9996393,0.0001122934,0.00004918817,0.00006482247,0.00004146676,0.00009286532],"domain_scores_gemma":[0.9977353,0.0003315694,0.001337077,0.0001042185,0.0001423725,0.0003494599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000703677,0.00001076102,0.9993575,0.000002021429,0.00001017917,0.000035486,0.00001633422,0.00001766445,0.00005772221,0.000004453615,0.0000247613,0.0003927308],"study_design_scores_gemma":[0.000003901696,0.0000998867,0.9992912,0.000003609015,0.00000847002,0.0002422369,0.00007762975,0.0001342012,0.00004344352,0.00002474202,0.00006860766,0.000001924256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993852,0.000115935,0.00005165572,0.00003803242,0.00000357928,0.000003910833,0.0002067084,0.000001872709,0.0001929894],"genre_scores_gemma":[0.9996055,0.00003464143,0.00004026794,0.00001301926,0.000007982703,0.000004368249,0.0002469356,7.138782e-7,0.0000465617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00361829,"threshold_uncertainty_score":0.007194459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04242497372743751,"score_gpt":0.3452840849990816,"score_spread":0.3028591112716441,"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."}}