{"id":"W4407945285","doi":"10.1111/zph.13215","title":"Prevalence and Risk Factors for the Contamination of Cattle Carcasses With Shiga Toxin‐Producing <scp><i>Escherichia coli</i></scp> in Provincially Licensed Abattoirs in Ontario, Canada, Based on Molecular Surveillance","year":2025,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Escherichia coli; Contamination; Shiga toxin; Veterinary medicine; Microbial toxins; Environmental health; Livestock; Biology; Microbiology; Toxin; Medicine; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008032578,0.0001424305,0.0002246626,0.0000677729,0.0001326798,0.00003252207,0.0001169635,0.00005540953,9.277405e-7],"category_scores_gemma":[0.001303636,0.0001057961,0.00001824638,0.0001968685,0.0001030735,0.000007862016,0.00005267354,0.0001633673,1.209245e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637877,"about_ca_system_score_gemma":0.004459699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8428521,"about_ca_topic_score_gemma":0.9917836,"domain_scores_codex":[0.9987097,0.0002077063,0.0002265448,0.0003553573,0.0001559925,0.000344642],"domain_scores_gemma":[0.9988868,0.0005507336,0.0001309908,0.0002144728,0.0001375745,0.00007940889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005272118,0.00007129954,0.99596,0.0003326348,0.00003619177,7.54356e-7,0.000493805,0.0002325173,0.001356046,0.00007224755,0.0002785472,0.001113258],"study_design_scores_gemma":[0.000722393,0.0005055488,0.9905583,0.00006297283,0.00000514201,1.910809e-7,0.000754286,0.0004788351,0.00200668,0.000003704171,0.004843165,0.00005878163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959065,0.001464327,0.0003678692,0.001082856,0.00003096288,0.0009158668,0.00005951487,0.000003400674,0.000168685],"genre_scores_gemma":[0.9984191,0.0006602286,0.0001572854,0.0004585936,0.000009437493,0.0001079903,0.00002945408,0.000009707053,0.0001482148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1489315,"threshold_uncertainty_score":0.7911315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211761730078527,"score_gpt":0.2507496468041212,"score_spread":0.2386320295033359,"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."}}