{"id":"W4379767996","doi":"10.1017/s0950268823000882","title":"Fermenting a place in history: The first outbreak of <i>Escherichia coli</i> O157 associated with kimchi in Canada","year":2023,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Provincial Laboratory of Public Health; University of Alberta; Alberta Health Services; Canadian Food Inspection Agency; Public Health Agency of Canada","funders":"Health Canada; Centers for Disease Control and Prevention; Alberta Precision Laboratories; Public Health Agency; Public Health Agency of Canada; Canadian Food Inspection Agency; Alberta Health Services","keywords":"Outbreak; Typing; Escherichia coli; Biology; Feces; Veterinary medicine; Medicine; Microbiology; Virology; Genetics; Gene","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":[0.0001712785,0.0004886022,0.0003025653,0.001149269,0.004349377,0.001395129,0.0009124277,0.0006860044,0.001503355],"category_scores_gemma":[0.0007406136,0.0003487884,0.0002526871,0.001787636,0.001051271,0.0003278295,0.00123645,0.001075153,0.0001556613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01684232,"about_ca_system_score_gemma":0.01891783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976078,"about_ca_topic_score_gemma":0.9872802,"domain_scores_codex":[0.9994996,0.0000197924,0.00002143386,0.00005820206,0.0001620246,0.0002389641],"domain_scores_gemma":[0.9990643,0.00003979395,0.0001562873,0.00001826179,0.0003532465,0.0003681615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003472815,0.0001587262,0.9556904,0.000184338,0.00005986252,0.01363936,0.006685895,0.0002153669,0.005456731,0.0001962223,0.001694607,0.01567122],"study_design_scores_gemma":[0.000008677441,0.0001781838,0.9791467,0.00007220125,0.00003575588,0.005239704,0.01103651,0.0002012871,0.000962534,0.0000355153,0.003051237,0.00003171338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959799,0.0004495455,0.000136795,0.000273945,0.00001247214,0.00006369912,0.0004295885,0.0000136648,0.002640463],"genre_scores_gemma":[0.9976364,0.0006365156,0.0002401493,0.0001833433,0.000009691454,0.000005877788,0.0002725515,0.00000504253,0.001010372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02392197,"threshold_uncertainty_score":0.1222001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175338663448629,"score_gpt":0.2533380030519728,"score_spread":0.2315846164174865,"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."}}