{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008495295,0.00007696205,0.000168965,0.00004117601,0.00004003941,0.000001666832,0.00005140602,0.0000859867,0.000007785529],"category_scores_gemma":[0.0003683375,0.00005733249,0.00001828715,0.0001290131,0.00007111923,0.000004624528,0.00005318761,0.0001432053,8.013479e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509674,"about_ca_system_score_gemma":0.0001799154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3292608,"about_ca_topic_score_gemma":0.9267262,"domain_scores_codex":[0.9990681,0.0002943456,0.000202508,0.000173766,0.00003491343,0.0002264005],"domain_scores_gemma":[0.999628,0.0001303506,0.0000950008,0.000103834,0.00001898846,0.00002381924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008056294,0.00001743012,0.9909223,0.00001430291,0.00002310848,0.000001780388,0.00006663551,0.0002315371,0.00652246,0.00001327752,0.001984237,0.0001224138],"study_design_scores_gemma":[0.0004244052,0.0001263961,0.9853487,0.00003441307,0.000004413051,0.000002035614,0.00005128303,0.0002620887,0.0007045136,0.00001519503,0.01296414,0.00006240972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987405,0.0001526916,0.00001098468,0.0005732055,0.0000924453,0.0001196572,0.000003682848,0.000004664546,0.0003021525],"genre_scores_gemma":[0.9989664,0.0002950288,0.000003904266,0.0004605026,0.00002087012,0.00003342392,0.0000542899,0.000006523652,0.0001590857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5974655,"threshold_uncertainty_score":0.6752058,"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."}}