{"id":"W4315650597","doi":"10.3389/fneur.2022.1051865","title":"The neutrophil-to-lymphocyte and monocyte-to-lymphocyte ratios are independently associated with clinical outcomes of viral encephalitis","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Odds ratio; Confidence interval; Lymphocyte; Logistic regression; Neutrophil to lymphocyte ratio; Modified Rankin Scale; Univariate analysis; Multivariate analysis; Gastroenterology; 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":[0.0006232119,0.0003792558,0.000275069,0.0006756329,0.0002732474,0.0005955492,0.0002749172,0.0002884004,0.001386725],"category_scores_gemma":[0.003900012,0.0001327467,0.0002760068,0.0005191339,0.0003128758,0.0004363602,0.0004081044,0.0006419879,0.0001865884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825146,"about_ca_system_score_gemma":0.0002777777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007313305,"about_ca_topic_score_gemma":0.0008681638,"domain_scores_codex":[0.9995746,0.0001235574,0.00008373721,0.0000669676,0.00007080518,0.00008027043],"domain_scores_gemma":[0.9970703,0.0006922787,0.001567827,0.00008848643,0.0002743932,0.0003066044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001275275,0.00001303388,0.9980457,0.0000103668,0.00003391646,0.00008572158,0.00001347352,0.00005816492,0.0001466393,0.00001343716,0.00004199731,0.001410098],"study_design_scores_gemma":[0.000006618461,0.0000805903,0.9980861,0.00001096665,0.00005126845,0.0006806199,0.0001160134,0.000506194,0.0001730615,0.0001106195,0.0001727194,0.000005249628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980177,0.0011883,0.0001721608,0.00008387608,0.00001243358,0.000005008515,0.000126706,0.000004713516,0.0003890745],"genre_scores_gemma":[0.9995491,0.0001720561,0.00008322817,0.000009978035,0.0000183085,0.000004126536,0.0001009112,0.00000108067,0.00006124319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386725,"threshold_uncertainty_score":0.004639089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030814495834944,"score_gpt":0.2903920661661657,"score_spread":0.2700839212078163,"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."}}