{"id":"W3196259347","doi":"10.1016/j.fm.2021.103871","title":"Microbiological analysis of frozen profiteroles and mini chocolate eclairs implicated in a national salmonellosis outbreak","year":2021,"lang":"en","type":"article","venue":"Food Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"Health Canada; Public Health Agency of Canada; Canadian Food Inspection Agency","keywords":"Outbreak; Salmonella; Food science; Biology; Microbiology; Virology; Genetics; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005727008,0.000633769,0.0002923097,0.001445299,0.0007102171,0.0007913272,0.0003795452,0.0004944861,0.001244421],"category_scores_gemma":[0.001436687,0.0003506152,0.0002647642,0.0007045486,0.0007542695,0.0003538787,0.0005491093,0.000469979,0.000347852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004322671,"about_ca_system_score_gemma":0.0004305907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008306484,"about_ca_topic_score_gemma":0.007856911,"domain_scores_codex":[0.9994128,0.00005768577,0.00007027696,0.000105716,0.0002263019,0.0001273032],"domain_scores_gemma":[0.9992583,0.00012576,0.0001377279,0.00003293676,0.0003284729,0.0001168594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003456465,0.0003822345,0.548106,0.0001758801,0.00007988228,0.006898066,0.003255581,0.0002303584,0.4286276,0.0001908288,0.0004372571,0.008159864],"study_design_scores_gemma":[0.00002055628,0.001843944,0.8941446,0.0000630466,0.0001218927,0.003498926,0.005894317,0.0006594702,0.09124982,0.00005111871,0.00242915,0.00002307102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985275,0.00008986896,0.0001677246,0.00002768339,0.00001260365,0.00002624833,0.0002946732,0.000006303193,0.000847284],"genre_scores_gemma":[0.9973099,0.0001067675,0.0004828683,0.00006507709,0.00001172724,0.00001415247,0.000628563,0.000007121454,0.00137373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008306484,"threshold_uncertainty_score":0.01651627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540627177194452,"score_gpt":0.2418928720392639,"score_spread":0.2164866002673194,"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."}}