{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000367561,0.0003370715,0.0002077842,0.0004667464,0.001032339,0.0008377874,0.0006913494,0.0003383871,0.001735688],"category_scores_gemma":[0.001316046,0.000442028,0.0004476266,0.001029089,0.0005758856,0.0002835325,0.0003464631,0.0004556804,0.0001457165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007784388,"about_ca_system_score_gemma":0.007778471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9410051,"about_ca_topic_score_gemma":0.9554428,"domain_scores_codex":[0.9995676,0.00003740736,0.00002428439,0.0001009005,0.0001145014,0.0001552809],"domain_scores_gemma":[0.9986358,0.0001188806,0.0006064623,0.00005031603,0.0002781838,0.0003103029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004229423,0.00001294824,0.9990356,0.000006880202,0.00001939768,0.00002658834,0.0001620611,0.00004939465,0.0001646176,0.000005789773,0.0001190763,0.0003553983],"study_design_scores_gemma":[0.000002149568,0.00002032006,0.99938,0.000005611508,0.000009117651,0.0000255098,0.0002830743,0.0001792163,0.00001768068,0.000003582861,0.00007193568,0.000001754613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998836,0.0001067728,0.00005528492,0.00005707451,0.000002114336,0.00001072487,0.0006046191,0.000004026563,0.0003234491],"genre_scores_gemma":[0.9992387,0.0000664067,0.00006375276,0.00001403283,0.00000165773,0.000005557673,0.0003172671,0.000001526972,0.000290996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05899489,"threshold_uncertainty_score":0.1186846,"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."}}