{"id":"W3170042168","doi":"10.1111/risa.13755","title":"Risk Assessment of Norovirus Illness from Consumption of Raw Oysters in the United States and in Canada","year":2021,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Environment and Climate Change Canada; Statistics Canada; Health Canada","funders":"Joint Institute for Food Safety and Applied Nutrition, University of Maryland; Environment and Climate Change Canada; Canadian Food Inspection Agency","keywords":"Shellfish; Oyster; Norovirus; Environmental health; Fishery; Risk assessment; Biology; Ostreidae; Aquatic animal; Medicine; Virology; Fish <Actinopterygii>; Outbreak; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005287403,0.00006168266,0.0004532622,0.0002492232,0.00001794203,0.000003744515,0.00005373586,0.00002494029,0.00008004985],"category_scores_gemma":[0.0003330181,0.00004412558,0.00006032927,0.0006939527,0.00006767239,0.00002006369,0.00002843788,0.0001777907,2.014424e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158946,"about_ca_system_score_gemma":0.0001773044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9771876,"about_ca_topic_score_gemma":0.9860282,"domain_scores_codex":[0.9982821,0.0008763793,0.0003564663,0.000144557,0.0001904664,0.0001499795],"domain_scores_gemma":[0.999262,0.0002692741,0.0001473385,0.0001935856,0.00007671119,0.00005104358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008727184,0.00004246785,0.9918196,0.00002522641,0.0003790717,0.00006318345,0.0001731269,0.005936011,0.0004702196,0.000001482681,0.00006716196,0.0009351925],"study_design_scores_gemma":[0.0007457628,0.00003776458,0.9496604,0.00003085305,0.0004255471,0.000001338281,0.002467204,0.04637285,0.000170252,0.00002202085,0.00003690205,0.00002916222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984237,0.000363448,0.0004519914,0.0004181406,0.000009483065,0.00006928349,0.0002542647,0.000001016304,0.000008648453],"genre_scores_gemma":[0.9896947,0.009522874,0.0002283366,0.0001181017,0.000004560172,0.000005927351,0.0004191561,0.000002587243,0.000003770429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04215924,"threshold_uncertainty_score":0.1799389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166347689899499,"score_gpt":0.3165085703919354,"score_spread":0.2998738014019854,"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."}}