{"id":"W4415912286","doi":"10.21608/ejvs.2025.414660.3050","title":"Emergence and Antimicrobial Resistance Patterns of ESBL-Producing Escherichia coli Isolated from Clinical and Subclinical Mastitis Cases in Egyptian Dairy Cattle","year":2025,"lang":"en","type":"article","venue":"Egyptian Journal of Veterinary Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Research Centre","keywords":"Mastitis; Antibiotic resistance; Escherichia coli; Gentamicin; Norfloxacin; Antibiotics; Ampicillin; Subclinical infection","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002995032,0.0002968552,0.000295608,0.001167165,0.0004446893,0.0005958831,0.0002526847,0.0005097815,0.0007964122],"category_scores_gemma":[0.0006961142,0.0003092988,0.0002544723,0.0007797171,0.0005268541,0.0002584863,0.0002887977,0.0002745672,0.0001596199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004371993,"about_ca_system_score_gemma":0.0002970497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008483927,"about_ca_topic_score_gemma":0.0101876,"domain_scores_codex":[0.9996285,0.00005081838,0.00006573377,0.00009690338,0.00007245113,0.0000855056],"domain_scores_gemma":[0.9996405,0.00007504502,0.0001311096,0.00001931946,0.00007455978,0.00005949109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002445715,0.000106245,0.9809791,0.00006524279,0.00002623682,0.002080124,0.001386086,0.00006543595,0.01067527,0.00002919063,0.0001087494,0.0042337],"study_design_scores_gemma":[0.000004873611,0.0001801168,0.993711,0.00002244094,0.00002645773,0.002474548,0.001930089,0.0001084934,0.001163365,0.00001485434,0.0003572577,0.000006572385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996127,0.0001254699,0.00002845898,0.00001728242,0.000001586934,0.00000437084,0.00007877719,0.000001037166,0.0001303959],"genre_scores_gemma":[0.9991622,0.0002271426,0.0001121609,0.00003001408,0.000006504992,0.000004912764,0.0001936429,9.394254e-7,0.0002625399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008483927,"threshold_uncertainty_score":0.01686907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05933388658889879,"score_gpt":0.3262445873141115,"score_spread":0.2669107007252127,"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."}}