{"id":"W4395452185","doi":"10.3390/antibiotics13050391","title":"Extended-Spectrum Beta-Lactamase-Producing Escherichia coli and Other Antimicrobial-Resistant Gram-Negative Pathogens Isolated from Bovine Mastitis: A One Health Perspective","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Agriculture and Agri-Food Canada; Novalait; Fundação de Amparo à Pesquisa do Estado de São Paulo; Dairy Farmers of Canada","keywords":"Antimicrobial; Microbiology; Mastitis; Escherichia coli; Gram-negative bacteria; Gram; Beta-lactamase; Broad spectrum; Biology; Perspective (graphical); Bacteria; Chemistry; Mathematics; Genetics; Gene; Combinatorial chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003765528,0.0002946107,0.0004246376,0.0000318055,0.000375224,0.0002599069,0.0001934261,0.0001523207,0.0004021102],"category_scores_gemma":[0.000100252,0.0001541243,0.0001144023,0.0005058698,0.0002219749,0.0001454992,0.0001376826,0.0003400216,0.00005425152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102126,"about_ca_system_score_gemma":0.00005939414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009447699,"about_ca_topic_score_gemma":0.008128172,"domain_scores_codex":[0.9978494,0.0002230663,0.0003908366,0.0008166218,0.0002217481,0.0004983026],"domain_scores_gemma":[0.9992073,0.0002694586,0.0001286,0.0001425813,0.000071779,0.0001803343],"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":[0.0004234773,0.0007158088,0.00174936,0.0002454466,0.0006041193,0.0001943733,0.005914642,0.000007303616,0.9188669,0.05241288,0.006230603,0.01263507],"study_design_scores_gemma":[0.002914735,0.0112736,0.5936003,0.006866342,0.001205091,0.0001435811,0.02194974,0.005787223,0.1889257,0.06009204,0.1013006,0.005941129],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786009,0.003039702,0.0002992624,0.0139334,0.0004096785,0.0004553951,0.002221126,0.0003011918,0.0007393123],"genre_scores_gemma":[0.9950846,0.0007039878,0.001681438,0.00164207,0.0004258339,7.979538e-7,0.00009912204,0.000008012588,0.0003540654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7299412,"threshold_uncertainty_score":0.9971485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705401774124866,"score_gpt":0.2552356504031696,"score_spread":0.228181632661921,"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."}}