{"id":"W3020965555","doi":"10.1016/j.nmni.2020.100688","title":"Epidemiology of herpes simplex and varicella zoster virus in cerebrospinal fluid of patients suffering from meningitis in Iran","year":2020,"lang":"en","type":"article","venue":"New Microbes and New Infections","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Shahid Beheshti University of Medical Sciences","keywords":"Medicine; Varicella zoster virus; Meningitis; Chickenpox; Rash; Vomiting; Herpes simplex virus; Nausea; Viral meningitis; Pediatrics; Outbreak; Epidemiology; Vaccination; Virus; Immunology; Virology; Dermatology; Internal medicine; Bacterial meningitis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005492166,0.000129568,0.0004339512,0.0001320343,0.00003489723,0.000003198177,0.00002188827,0.0001014423,0.0001664987],"category_scores_gemma":[0.00008271287,0.0001196556,0.00005234881,0.0002333886,0.00005412118,0.00006075619,0.00004853024,0.0001107359,0.000003243232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003098235,"about_ca_system_score_gemma":0.00004286292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02932629,"about_ca_topic_score_gemma":0.003106043,"domain_scores_codex":[0.9991066,0.00005212644,0.0004132656,0.0002281622,0.00003856979,0.0001612129],"domain_scores_gemma":[0.999494,0.0001559769,0.00008877344,0.00009194515,0.00002012031,0.0001491641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009414388,0.0002893933,0.9555207,0.0000455849,0.00006896489,0.000003470014,0.0007268794,0.00002064385,0.006471692,0.00004084127,0.0001678129,0.0365498],"study_design_scores_gemma":[0.0038525,0.0006728662,0.9781479,0.0001382396,0.00007894883,0.000007073977,0.00004560357,0.00009265502,0.005933635,0.0002166194,0.01071387,0.0001001401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998031,0.000810415,0.0002838924,0.000264206,0.00005759907,0.0002124015,0.00004681874,0.00001291626,0.0002807687],"genre_scores_gemma":[0.9984187,0.0004657099,0.0007997959,0.000184147,0.00005022015,0.000004403003,0.00002513445,0.00001217989,0.00003972254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03644966,"threshold_uncertainty_score":0.9771375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05349804299955926,"score_gpt":0.294131715480938,"score_spread":0.2406336724813787,"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."}}