{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003233727,0.0005859042,0.0002492038,0.0006154434,0.003465965,0.001010809,0.0008874006,0.0004228832,0.001372558],"category_scores_gemma":[0.0008094018,0.0004053935,0.0003061558,0.00120071,0.0008644278,0.0002665879,0.0009849106,0.0006500695,0.0001079688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02341978,"about_ca_system_score_gemma":0.02589658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762147,"about_ca_topic_score_gemma":0.9877578,"domain_scores_codex":[0.9992368,0.00004473715,0.00004593287,0.0001087088,0.0003381515,0.0002256389],"domain_scores_gemma":[0.9988041,0.00006115997,0.0002568098,0.00003377172,0.000555885,0.0002882626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003672579,0.0001202099,0.9535146,0.0003346206,0.00008044795,0.008360886,0.01179568,0.0004599564,0.01017332,0.0001297335,0.002362772,0.01230047],"study_design_scores_gemma":[0.00002010039,0.0001681747,0.9873769,0.0000664955,0.00003285706,0.0008931999,0.007434642,0.0003004692,0.0005935457,0.00002848025,0.003070003,0.00001507503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946018,0.0004026862,0.0002597758,0.000452348,0.00001934428,0.0001802565,0.0007278143,0.00002216642,0.003333874],"genre_scores_gemma":[0.9964353,0.0006262788,0.0004836508,0.0003026503,0.00001278003,0.00002680273,0.0006174786,0.000006819509,0.001488235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378529,"threshold_uncertainty_score":0.1699232,"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."}}