{"id":"W2106048079","doi":"10.1128/jcm.00663-13","title":"Emergence of a New Norovirus GII.4 Variant and Changes in the Historical Biennial Pattern of Norovirus Outbreak Activity in Alberta, Canada, from 2008 to 2013","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Provincial Laboratory of Public Health; Health Canada; University of Calgary; University of Alberta","funders":"","keywords":"Outbreak; Norovirus; Demography; Geography; Medicine; Veterinary medicine; Virology","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":[0.0005283618,0.0003752001,0.0002677816,0.0014218,0.001162104,0.001155088,0.0007781935,0.0002701591,0.0006182292],"category_scores_gemma":[0.001009022,0.000246001,0.0003069449,0.001940002,0.0007887044,0.0002972933,0.0005231829,0.0005352673,0.00008423154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01494127,"about_ca_system_score_gemma":0.01302894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975603,"about_ca_topic_score_gemma":0.9877131,"domain_scores_codex":[0.9994511,0.00002305426,0.00002128662,0.00008677039,0.000234621,0.0001831856],"domain_scores_gemma":[0.9987829,0.00003793577,0.0002438942,0.00002708806,0.0006460756,0.0002621185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001533701,0.00001530405,0.9882913,0.00003606849,0.00004077969,0.000202973,0.0005711848,0.00033003,0.001103035,0.00007878772,0.0009041418,0.008273113],"study_design_scores_gemma":[0.000001825673,0.00001489873,0.9982337,0.00001717262,0.0000106918,0.00007039859,0.0006075957,0.0002377725,0.0001088725,0.00001167542,0.0006792358,0.000006090465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994469,0.001216966,0.0002197565,0.0001938959,0.00002283231,0.00002336137,0.001922984,0.00002176809,0.001909279],"genre_scores_gemma":[0.9955154,0.000836748,0.0003509399,0.0001270283,0.00001591802,0.000008419481,0.002275103,0.000006195184,0.0008642635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02439702,"threshold_uncertainty_score":0.108407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05257602218094125,"score_gpt":0.3449924873552686,"score_spread":0.2924164651743273,"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."}}