{"id":"W4225673917","doi":"10.1093/trstmh/trac023","title":"Detection and significance of neuronal autoantibodies in patients with meningoencephalitis in Vientiane, Lao PDR","year":2022,"lang":"en","type":"article","venue":"Transactions of the Royal Society of Tropical Medicine and Hygiene","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"Medical Research Council; US-UK Fulbright Commission; Wellcome Trust; British Medical Association; Epilepsy Research UK; National Institute for Health and Care Research; NIHR Oxford Biomedical Research Centre; BMA Foundation for Medical Research; NIHR Bristol Biomedical Research Centre","keywords":"Medicine; Autoimmune encephalitis; Autoantibody; Encephalitis; Meningoencephalitis; Immunology; Immunotherapy; Antibody; Virus; Immune system","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":[0.0002518105,0.0003902748,0.0002021121,0.0008269279,0.0005427972,0.000452081,0.0002351914,0.0004269974,0.0007709666],"category_scores_gemma":[0.001009199,0.0001966134,0.0001279821,0.0004264033,0.0005186875,0.0002629895,0.0003469993,0.0002545748,0.0001096937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005819954,"about_ca_system_score_gemma":0.0003022492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00584357,"about_ca_topic_score_gemma":0.006765597,"domain_scores_codex":[0.9997695,0.00005887241,0.00003206169,0.00005395017,0.00003087515,0.00005468861],"domain_scores_gemma":[0.9995716,0.00008178752,0.000202845,0.00002051381,0.00004083988,0.00008240187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000615631,0.0000239249,0.9954367,0.00001557376,0.00001202674,0.001605375,0.0002413103,0.00001751347,0.0007280335,0.000007349824,0.00008063113,0.00177001],"study_design_scores_gemma":[0.00001252717,0.0001483269,0.9885443,0.00001468785,0.00001634301,0.01020168,0.0005273424,0.00007288518,0.0001759696,0.00001459602,0.0002669657,0.000004430021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999421,0.0001991357,0.00001737323,0.00002958238,0.000003187711,0.000004458845,0.00004097643,0.000002699406,0.0002815738],"genre_scores_gemma":[0.9997457,0.00008237127,0.00004188837,0.00003366814,0.000005954943,0.000003998898,0.00005044911,6.368012e-7,0.00003522013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00584357,"threshold_uncertainty_score":0.01161915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00922510888993825,"score_gpt":0.2214289959195074,"score_spread":0.2122038870295692,"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."}}