{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002004797,0.0001576175,0.0004456203,0.00008883027,0.0001999658,0.00007321526,0.0005451451,0.0001104042,0.0001354295],"category_scores_gemma":[0.0009105794,0.00008746619,0.00008282046,0.0007322465,0.0009637166,0.0004459577,0.0002983943,0.0003783095,0.000001095054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001506926,"about_ca_system_score_gemma":0.0001234392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004038567,"about_ca_topic_score_gemma":0.001472795,"domain_scores_codex":[0.9976279,0.0003068467,0.001044094,0.0004700936,0.0002582063,0.0002928902],"domain_scores_gemma":[0.9985196,0.0006139503,0.0004013346,0.0001253803,0.0001600249,0.0001796846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001139095,0.0003703938,0.4750546,0.0001159811,0.00003391943,0.0005283984,0.000827402,0.0000197325,0.4943191,0.0002358921,0.0007625524,0.02659287],"study_design_scores_gemma":[0.0004885883,0.001318083,0.9935237,0.0008009433,0.00001878738,0.0001076685,0.0006787637,0.00007026899,0.001460125,0.0002257601,0.001117419,0.000189902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969275,0.0006981809,0.0000873728,0.001230508,0.0007870238,0.0001052695,0.00007427506,0.00000789192,0.00008196378],"genre_scores_gemma":[0.9971957,0.000791951,0.001544,0.0002207291,0.000131965,8.434208e-7,0.000002906872,0.000001191651,0.0001107743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.518469,"threshold_uncertainty_score":0.3566767,"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."}}