{"id":"W2010609175","doi":"10.4315/0362-028x.jfp-11-385","title":"Escherichia coli O157:H7 Outbreak Linked to Raw Milk Cheese in Quebec, Canada: Use of Exact Probability Calculation and Case-Case Study Approaches to Foodborne Outbreak Investigation","year":2012,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Health and Social Services; Ste. Anne's Hospital; Institut National de Santé Publique du Québec; Université de Sherbrooke; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Santé Montérégie","funders":"","keywords":"Outbreak; Raw milk; Pulsed-field gel electrophoresis; Epidemiology; Population; Public health; Environmental health; Geography; Food science; Biology; Medicine; Virology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002824488,0.0004267335,0.0003800276,0.001070267,0.001370006,0.0009518453,0.001527515,0.0007887144,0.001040006],"category_scores_gemma":[0.005253671,0.0003323168,0.0005065253,0.00152956,0.0009068599,0.0003624726,0.0005774738,0.0005441855,0.00007138409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02491105,"about_ca_system_score_gemma":0.02006112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929911,"about_ca_topic_score_gemma":0.9933402,"domain_scores_codex":[0.9982148,0.0008283742,0.0001249803,0.0002045908,0.0003815146,0.0002457821],"domain_scores_gemma":[0.9967887,0.001154152,0.000443295,0.0001750648,0.001152076,0.0002867452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000856603,0.0001927355,0.9698582,0.000159322,0.0002824191,0.001127853,0.0009133475,0.006188617,0.001059553,0.0007097538,0.001386304,0.01726525],"study_design_scores_gemma":[0.00006017285,0.0001899917,0.979618,0.0000424692,0.0001127364,0.0002336998,0.001805274,0.0167098,0.0003042244,0.0001154329,0.0007758628,0.00003223777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940798,0.0005007084,0.001910626,0.0002623153,0.0000142414,0.0002184304,0.001040405,0.0000246447,0.00194889],"genre_scores_gemma":[0.9975827,0.0002436638,0.001287661,0.00006187541,0.00000387201,0.00003060888,0.0003202512,0.000004552461,0.0004647887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02491105,"threshold_uncertainty_score":0.1807432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809460175293103,"score_gpt":0.253213300748361,"score_spread":0.07226728321905063,"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."}}