{"id":"W7116905369","doi":"10.1111/jsap.70072","title":"European Network for Optimization of Veterinary Antimicrobial Therapy ( <scp>ENOVAT</scp> ) 2025 guidelines for surgical antimicrobial prophylaxis in dogs and cats","year":2025,"lang":"en","type":"article","venue":"Journal of Small Animal Practice","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; University of Guelph","funders":"","keywords":"Antimicrobial; Guideline; Antibiotic prophylaxis; Antimicrobial stewardship; MEDLINE; Grading (engineering); Antibiotic resistance","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":[0.002785762,0.0001758911,0.0004996253,0.0002618274,0.00008455381,0.00004822585,0.0001007645,0.0001365023,0.00001616076],"category_scores_gemma":[0.003338533,0.0001485523,0.00022222,0.0004368567,0.00006341685,0.0003703541,0.00005481593,0.0003088855,6.952173e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006093724,"about_ca_system_score_gemma":0.000159522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002934541,"about_ca_topic_score_gemma":0.00000276624,"domain_scores_codex":[0.9979356,0.0003009537,0.00115409,0.0002250077,0.0001485168,0.0002358453],"domain_scores_gemma":[0.9957133,0.001472779,0.0009074036,0.0001110475,0.001721102,0.00007436534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1273379,0.009097987,0.04936818,0.003968259,0.00270184,0.001486216,0.0008904136,0.07115303,0.5293077,0.001318718,0.06219444,0.1411754],"study_design_scores_gemma":[0.07435566,0.03399784,0.0658018,0.004635957,0.001482665,0.009547232,0.000425823,0.01228171,0.01887141,0.0002519859,0.7777889,0.0005590394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729983,0.0008388084,0.02103738,0.002808879,0.0005173069,0.0009836188,0.00001080419,0.00001659972,0.0007883108],"genre_scores_gemma":[0.8826453,0.002066116,0.1122851,0.001246984,0.001273752,0.00001169591,0.00002570289,0.00004742123,0.0003979667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7155945,"threshold_uncertainty_score":0.6057786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07294770036243521,"score_gpt":0.3677662076884859,"score_spread":0.2948185073260507,"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."}}