{"id":"W3011274834","doi":"10.1016/j.fawpar.2020.e00079","title":"Bayesian risk assessment model of human cryptosporidiosis cases following consumption of raw Eastern oysters (Crassostrea virginica) contaminated with Cryptosporidium oocysts in the Hillsborough River system in Prince Edward Island, Canada","year":2020,"lang":"en","type":"article","venue":"Food and Waterborne Parasitology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Department of Health, Western Cape Government; Fisheries and Oceans Canada; Canada Excellence Research Chairs, Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Crassostrea; Cryptosporidium; Biology; Outbreak; Oyster; Veterinary medicine; Cryptosporidium parvum; Fishery; Shellfish; Toxicology; Feces; Ecology; Aquatic animal; Microbiology; Virology; Medicine; Fish <Actinopterygii>","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":[0.004569422,0.001297417,0.001703642,0.001723524,0.000831972,0.001990206,0.002651305,0.002540419,0.005111231],"category_scores_gemma":[0.00763415,0.001194663,0.001327116,0.0008139306,0.001685478,0.0008667025,0.001271755,0.001574647,0.0004402236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004835145,"about_ca_system_score_gemma":0.003439352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.225974,"about_ca_topic_score_gemma":0.1010552,"domain_scores_codex":[0.998914,0.0004033166,0.00004701497,0.0002414829,0.0001402441,0.0002538759],"domain_scores_gemma":[0.9945995,0.003791936,0.0005905382,0.00006678519,0.0007043728,0.0002468936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001368379,0.00003811174,0.003792694,0.00002417503,0.00005105014,0.000116763,0.00006171768,0.9910867,0.0001828694,0.002372185,0.0003453529,0.001791578],"study_design_scores_gemma":[0.00003799644,0.00005345388,0.001442847,0.00001517826,0.00004269448,0.00002700106,0.00004367279,0.9962825,0.00005011806,0.001808049,0.0001790934,0.00001741088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7680045,0.001284897,0.202701,0.002583051,0.00007813011,0.0007357396,0.005247975,0.0004371944,0.01892749],"genre_scores_gemma":[0.9786259,0.0004204834,0.008398423,0.0001356659,0.00001904992,0.0003793644,0.001301576,0.00002246428,0.01069707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.774026,"threshold_uncertainty_score":0.4493173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234103887213857,"score_gpt":0.2523596629150376,"score_spread":0.240018624042899,"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."}}