{"id":"W4205551016","doi":"10.1089/fpd.2021.0034","title":"Incidence, Demographic, and Seasonal Risk Factors of Infections Caused by Five Major Enteric Pathogens, Ontario, Canada, 2010–2017","year":2022,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Campylobacter; Salmonella; Listeria monocytogenes; Incidence (geometry); Outbreak; Biology; Listeria; Yersinia; VTEC; Population; Veterinary medicine; Epidemiology; Microbiology; Medicine; Environmental health; Internal medicine; Virology; Escherichia coli; Bacteria","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":[0.000191263,0.0002072627,0.0002872789,0.00002462652,0.0006135294,0.00002091334,0.000137881,0.00005230372,0.0004799521],"category_scores_gemma":[0.0001161154,0.0001055241,0.0001107742,0.0002352125,0.0001143584,0.00005710053,0.0002055955,0.0001833298,5.144436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005791255,"about_ca_system_score_gemma":0.0001398844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6347127,"about_ca_topic_score_gemma":0.7805749,"domain_scores_codex":[0.9984956,0.0002749484,0.0002637456,0.0004330458,0.0002146522,0.0003179647],"domain_scores_gemma":[0.9988553,0.0002498294,0.0002010715,0.00009480854,0.00004943762,0.0005495686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005400822,0.0001231513,0.9871228,0.000007161623,0.00003675113,0.0000239255,0.00007823596,0.000006710886,0.006353835,0.00001934889,0.005211459,0.000962656],"study_design_scores_gemma":[0.0002064996,0.0003269815,0.992363,0.000004179313,0.0001194045,0.000008552261,0.0004016047,0.00006102272,0.00001905394,0.0002656147,0.006013963,0.0002101472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884056,0.00207702,0.000002720934,0.0002564983,0.0001791922,0.0001965054,0.008833129,0.00002039782,0.00002893202],"genre_scores_gemma":[0.9987027,0.0002044515,0.000006211228,0.0002467107,0.00003778467,0.000048556,0.0005596614,0.000002053785,0.0001918456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1458622,"threshold_uncertainty_score":0.5255139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110942194169619,"score_gpt":0.1953760645300587,"score_spread":0.1842818451130968,"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."}}