{"id":"W2921618875","doi":"10.1186/s12879-019-3792-y","title":"Changes in norovirus genotype diversity in gastroenteritis outbreaks in Alberta, Canada: 2012–2018","year":2019,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Norovirus; Outbreak; Genotype; Virology; Acute gastroenteritis; Capsid; Biology; Medicine; Veterinary medicine; Virus; Genetics; 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":[0.0001485033,0.0001829038,0.0005102098,0.0003286506,0.0000399115,0.000009629132,0.0001206911,0.00007467224,0.0004921721],"category_scores_gemma":[0.0003886585,0.000186384,0.00006670666,0.0002271101,0.00006534596,0.0001157066,0.0002570044,0.000252602,0.00007200167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007827382,"about_ca_system_score_gemma":0.0003646729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8989131,"about_ca_topic_score_gemma":0.9983051,"domain_scores_codex":[0.9981607,0.0002159028,0.0002842541,0.0003726169,0.0002189091,0.0007476215],"domain_scores_gemma":[0.999304,0.00007334876,0.00005765351,0.0002480273,0.00003688694,0.0002800639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007175284,0.0002846666,0.9959175,0.0001493548,0.00001356903,0.0002661741,0.00004482096,0.00006616201,0.0000870443,0.00000871785,0.001784817,0.0006596536],"study_design_scores_gemma":[0.00373518,0.0005587798,0.9943445,0.0001741216,0.00001102923,0.00004729084,0.00006456965,0.0001237529,0.000006921412,0.00003350979,0.0007890139,0.0001113644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972813,0.0002424351,0.00000660567,0.0005626944,0.0002557741,0.0005495323,0.00008476622,0.00001942488,0.0009974663],"genre_scores_gemma":[0.9980094,0.0002081941,0.00001624546,0.001040563,0.00008251077,0.00004774784,0.0000725158,0.00001676607,0.0005059937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09939204,"threshold_uncertainty_score":0.760052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725959086448675,"score_gpt":0.2570295078849398,"score_spread":0.239769917020453,"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."}}