{"id":"W3108025162","doi":"10.3390/microorganisms8121873","title":"Differences in Illness Severity among Circulating Norovirus Genotypes in a Large Pediatric Cohort with Acute Gastroenteritis","year":2020,"lang":"en","type":"article","venue":"Microorganisms","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Children's Hospital; Provincial Laboratory of Public Health; Women and Children’s Health Research Institute; University of Calgary; University of Alberta","funders":"","keywords":"Norovirus; Genotype; Medicine; Acute gastroenteritis; Rotavirus; Cohort; Internal medicine; Pediatrics; Virology; Outbreak; Diarrhea; Biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000270682,0.0003000036,0.0003613202,0.0006000212,0.0005640876,0.0006408371,0.0003413416,0.0002552463,0.00131214],"category_scores_gemma":[0.001125129,0.0002618885,0.0002966407,0.000774224,0.0004102919,0.0004580858,0.0004587992,0.0005401485,0.0002093886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083832,"about_ca_system_score_gemma":0.0009323824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09531748,"about_ca_topic_score_gemma":0.120094,"domain_scores_codex":[0.9996333,0.00003126339,0.00002065237,0.00009232108,0.0001077381,0.0001147984],"domain_scores_gemma":[0.9995583,0.0000371695,0.0001451601,0.00002075836,0.0000912934,0.0001474097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003002993,0.000007986745,0.9991659,0.000002675439,0.0000082531,0.00006224566,0.0001246599,0.00001184478,0.0001270457,0.000005583724,0.00008271336,0.000371143],"study_design_scores_gemma":[0.000001194031,0.00003253482,0.9993087,0.000003077776,0.000003555318,0.0001429273,0.0003744483,0.0000333369,0.00001348511,0.000003908349,0.00008134407,0.00000145212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999365,0.00006969023,0.00002398098,0.00002097575,0.000002693356,0.000007226138,0.0002647969,0.00000173127,0.00024381],"genre_scores_gemma":[0.9991909,0.0001093217,0.0000534404,0.00001881973,0.00000467588,0.000007068831,0.000504159,0.000002249717,0.0001095086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09531748,"threshold_uncertainty_score":0.1895254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346941011136879,"score_gpt":0.2482172218277115,"score_spread":0.2347478117163427,"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."}}