{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002288093,0.0002390893,0.0006692476,0.00009411784,0.0001071183,0.000008055741,0.0001705155,0.000194098,0.000005595721],"category_scores_gemma":[0.00004607052,0.0001737042,0.00006134228,0.0001423321,0.0002272021,0.00007615587,0.00004617255,0.0002947312,0.00000215002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008381192,"about_ca_system_score_gemma":0.0001843631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04823455,"about_ca_topic_score_gemma":0.1233622,"domain_scores_codex":[0.998208,0.0004282272,0.0005977048,0.0003441315,0.0000764185,0.0003454994],"domain_scores_gemma":[0.9989669,0.0003881158,0.0003235598,0.0002210492,0.00006379146,0.00003663899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003090864,0.0001352996,0.9894947,0.0001555571,0.0002064037,0.0001437213,0.001364135,0.001239843,0.00620401,0.0006539249,0.00004634468,0.00004701555],"study_design_scores_gemma":[0.01010154,0.003169925,0.9398986,0.0005680421,0.0005588479,0.0003177635,0.003404311,0.002982984,0.03822966,0.00006691108,0.00007559904,0.0006258079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997346,0.000249275,0.001352086,0.0001543951,0.000163251,0.0004221206,0.0001731721,0.00001503107,0.0001246639],"genre_scores_gemma":[0.9996656,0.00003522892,0.00007406824,0.00006507877,0.00001204348,0.000040961,0.00008939452,0.00001300441,0.000004633931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07512765,"threshold_uncertainty_score":0.9581034,"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."}}