{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009295364,0.001001853,0.0004486482,0.0007625463,0.001068807,0.00186196,0.001416549,0.0009302584,0.001450081],"category_scores_gemma":[0.00193951,0.0004833719,0.001145094,0.0007726181,0.0007484836,0.0005152271,0.0009744648,0.0007879129,0.00009584625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02647906,"about_ca_system_score_gemma":0.01624348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9437426,"about_ca_topic_score_gemma":0.9095529,"domain_scores_codex":[0.9993656,0.0001467474,0.00002208919,0.00008564982,0.0001650479,0.0002149094],"domain_scores_gemma":[0.9989791,0.0003621996,0.0001140535,0.00002323,0.0003963409,0.0001250971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002673766,0.00009224686,0.05626912,0.00006439795,0.000148062,0.0005381451,0.0001238112,0.9346725,0.0007956808,0.002772161,0.001303841,0.002952733],"study_design_scores_gemma":[0.00008785409,0.0003035283,0.0359699,0.00005062497,0.0001466495,0.0001283714,0.001066328,0.9575825,0.000679136,0.001950807,0.001961801,0.00007254093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753432,0.0003784355,0.003518022,0.0008025983,0.00001930053,0.0002651626,0.004634392,0.00006703453,0.01497187],"genre_scores_gemma":[0.9931519,0.0003096786,0.001524002,0.00007471001,0.000002089754,0.00004004912,0.001396105,0.000006615876,0.003494774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05625743,"threshold_uncertainty_score":0.1921199,"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."}}