{"id":"W4398771047","doi":"10.14745/ccdr.v50i05a06","title":"An outbreak of Salmonella Infantis linked to shredded pork products from an unlicensed source in multiple health districts, Ontario, Canada, 2021","year":2024,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; McMaster University; Public Health Ontario","funders":"","keywords":"Outbreak; Salmonella; Environmental health; Medicine; Virology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003471888,0.0001943079,0.0002847947,0.00006841106,0.0001444987,0.00006339372,0.0005226668,0.00006869409,0.00006763373],"category_scores_gemma":[0.0002825985,0.0002187543,0.00004545321,0.0003503657,0.00005036685,0.00001299979,0.0001203272,0.000179842,0.000001151282],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004419377,"about_ca_system_score_gemma":0.0174672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986823,"about_ca_topic_score_gemma":0.9997453,"domain_scores_codex":[0.9977779,0.0002019297,0.0007419595,0.000624269,0.0003539249,0.0003000095],"domain_scores_gemma":[0.9965221,0.00003328001,0.000213462,0.002422588,0.0002414677,0.0005671246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008740418,0.001893236,0.4591267,0.0006771176,0.0006252902,0.001323706,0.002306866,0.008138829,0.1988204,0.0002699015,0.3149945,0.01094947],"study_design_scores_gemma":[0.0003151298,0.00006073149,0.4519581,0.0001154587,0.00003286822,0.00001680473,0.0005856631,0.001086366,0.007852559,0.000005950401,0.5375816,0.0003887447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941195,0.001744028,0.0001342131,0.002373955,0.0003904999,0.0004495349,0.0006129156,0.00001591325,0.0001594785],"genre_scores_gemma":[0.987945,0.00006086783,0.0002464243,0.0005859344,0.000068405,0.0000458843,0.009218845,0.00003507331,0.001793526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2225871,"threshold_uncertainty_score":0.9881029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729442813281577,"score_gpt":0.267958957619674,"score_spread":0.2506645294868582,"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."}}