{"id":"W2135821507","doi":"10.1086/605127","title":"Norovirus Illness Is a Global Problem: Emergence and Spread of Norovirus GII.4 Variants, 2001–2007","year":2009,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":682,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health","funders":"","keywords":"Norovirus; Outbreak; Pandemic; Genotype; Population; Biology; Caliciviridae; Epidemiology; Public health; Global health; Viral phylodynamics; Phylogenetic tree; Incidence (geometry); Virology; Environmental health; Coronavirus disease 2019 (COVID-19); Medicine; Genetics; Disease; Infectious disease (medical specialty)","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":[0.0006473094,0.0002904343,0.0002047818,0.0006169751,0.0003253871,0.0009846841,0.0002095787,0.0003670519,0.0008962533],"category_scores_gemma":[0.001966942,0.0001080135,0.0002064116,0.001315632,0.0004337429,0.0006451879,0.0004872571,0.00057503,0.0001310713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009690583,"about_ca_system_score_gemma":0.0008402854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110857,"about_ca_topic_score_gemma":0.0154595,"domain_scores_codex":[0.9996557,0.00005238447,0.00004269718,0.00009245717,0.00008081442,0.00007597098],"domain_scores_gemma":[0.998434,0.0001200573,0.0009593917,0.00006193914,0.0002778105,0.0001467542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001265433,0.00002339262,0.988144,0.00005754586,0.00004251088,0.0002283863,0.0002518553,0.0001752144,0.0005639251,0.00006774891,0.001089905,0.009229158],"study_design_scores_gemma":[0.00000391267,0.00003985504,0.9978592,0.00003453438,0.00001616357,0.000352118,0.0005654607,0.0001153759,0.0001051459,0.00002921527,0.0008759859,0.000002964588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940405,0.002049589,0.0002360262,0.0004799602,0.00003919606,0.00002564639,0.001411297,0.000009438309,0.001708166],"genre_scores_gemma":[0.9950158,0.002041993,0.0003338084,0.0002285449,0.00006641932,0.00001219048,0.002076938,0.000005484765,0.0002188059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110857,"threshold_uncertainty_score":0.02204233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448095712831589,"score_gpt":0.3111560741770779,"score_spread":0.296675117048762,"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."}}