{"id":"W4414111764","doi":"10.1177/15353141251377318","title":"Epidemiology of <i>Cyclospora cayetanensis</i> Infections in Canada: 2000–2022","year":2025,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Public Health Agency of Canada","funders":"","keywords":"Outbreak; Epidemiology; Public health; Incidence (geometry); Disease; Public health surveillance; Disease surveillance; Molecular epidemiology","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":[0.0001848842,0.0001358266,0.0003403681,0.0001568035,0.0001089356,0.000001117713,0.0000595883,0.00009158185,0.0001433746],"category_scores_gemma":[0.001117655,0.0001308456,0.00006177008,0.0002868102,0.0001342006,0.00002558962,0.00005469852,0.0001551208,0.000009879351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242237,"about_ca_system_score_gemma":0.001962701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2659298,"about_ca_topic_score_gemma":0.3368052,"domain_scores_codex":[0.9988768,0.0001878042,0.0003778625,0.0002493202,0.00001754883,0.0002906722],"domain_scores_gemma":[0.9989113,0.0006456122,0.00008221941,0.0002192366,0.00006383289,0.00007781022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006313763,0.0001976177,0.9838008,0.00003855422,0.00005877338,0.00003636873,0.00002114562,0.0001640837,0.001026017,0.01068132,0.002928594,0.0009836388],"study_design_scores_gemma":[0.000850721,0.00006427481,0.9905437,0.00005352198,0.0001297661,0.00002420745,0.0001176014,0.0000401828,0.0004630276,0.002529731,0.005030243,0.0001530625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796607,0.01650134,0.0002499035,0.0004289245,0.0006339439,0.0001883241,0.0006853622,0.00001688304,0.001634591],"genre_scores_gemma":[0.9986194,0.0003229577,0.00002869406,0.0006049993,0.00001019186,0.00003544219,0.0001080907,0.000005663737,0.0002645816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07087541,"threshold_uncertainty_score":0.7389585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008626549617522914,"score_gpt":0.2385124191537148,"score_spread":0.2298858695361919,"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."}}