{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02554258,0.0009694014,0.001689838,0.004588527,0.0007121446,0.003519042,0.003213256,0.005260463,0.01519203],"category_scores_gemma":[0.06717177,0.0008019334,0.00362033,0.003290243,0.00109265,0.001738964,0.002750808,0.003652738,0.005855235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004998254,"about_ca_system_score_gemma":0.02535685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0190586,"about_ca_topic_score_gemma":0.02470527,"domain_scores_codex":[0.9691043,0.01341705,0.006781241,0.0008916587,0.008840498,0.0009651073],"domain_scores_gemma":[0.9489138,0.01631393,0.01001935,0.001296555,0.02142042,0.002035978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002614218,0.0002015802,0.002084728,0.02355396,0.0004700098,0.0003178638,0.0004284858,0.001304878,0.001270704,0.01482958,0.6813096,0.2739672],"study_design_scores_gemma":[0.0002223492,0.0001065095,0.004179436,0.03511819,0.000306458,0.0002451759,0.00009661409,0.0005168695,0.0005244315,0.003132127,0.9554973,0.00005451163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006501958,0.324402,0.05219558,0.2408411,0.02256912,0.01425138,0.04833643,0.00199972,0.2889028],"genre_scores_gemma":[0.05395773,0.2766888,0.374515,0.1149316,0.003289382,0.01821099,0.06700871,0.001096454,0.09030132],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02554258,"threshold_uncertainty_score":0.1350837,"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."}}