{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531759,0.0002219599,0.0006629271,0.0001477548,0.00006279078,0.00002863837,0.0001712716,0.00009899917,0.0001971092],"category_scores_gemma":[0.0001577334,0.0001915381,0.00005931926,0.0004386245,0.0001029451,0.0001253356,0.0001442964,0.0005006609,0.00003061215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136607,"about_ca_system_score_gemma":0.00008276646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006504048,"about_ca_topic_score_gemma":0.001721527,"domain_scores_codex":[0.9978575,0.0001676952,0.0004279134,0.000495242,0.0002228739,0.0008288522],"domain_scores_gemma":[0.9993752,0.00001855985,0.00008480911,0.0001658797,0.00004736093,0.000308255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004024913,0.0001138189,0.9706531,0.00009385433,0.00004383351,0.002057859,0.000542333,0.000001591931,0.025761,0.000002223926,0.00008079936,0.0002471582],"study_design_scores_gemma":[0.002458041,0.0006720175,0.995118,0.00007047442,0.00003820218,0.0002337032,0.000297102,0.0002404576,0.0006961809,0.000007076133,0.00002349587,0.0001451982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997223,0.0001285374,0.0009643374,0.0009619219,0.00003825542,0.0005049998,0.00006201603,0.00005100022,0.00006590554],"genre_scores_gemma":[0.9972659,0.0002140054,0.001158491,0.001061817,0.0001386968,0.00003910442,0.00006273782,0.00003338139,0.00002581455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02506481,"threshold_uncertainty_score":0.7810696,"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."}}