{"id":"W4408488382","doi":"10.1093/cid/ciaf121","title":"Impact of Vancomycin-Resistant <i>Enterococci</i> (VRE)–Active Perioperative Prophylaxis in Liver Transplant Patients Colonized by VRE","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Surgical site infection prevention","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Internal medicine; Tigecycline; Incidence (geometry); Antibiotic prophylaxis; Univariate analysis; Liver transplantation; Perioperative; Antimicrobial; Surgery; Antibiotics; Multivariate analysis; Transplantation; Microbiology","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":[0.0002337452,0.0002761059,0.0008546518,0.0002086072,0.0000842986,0.00002127274,0.00008537444,0.0002245142,0.0008651083],"category_scores_gemma":[0.0008219705,0.0002163899,0.0007663727,0.0006022352,0.0002520967,0.0001571746,0.00004537854,0.0004224602,0.00002425332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003918751,"about_ca_system_score_gemma":0.000260353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003607399,"about_ca_topic_score_gemma":0.0001418923,"domain_scores_codex":[0.9973448,0.000592821,0.001026638,0.0005003222,0.000247494,0.0002879516],"domain_scores_gemma":[0.9980771,0.0007668067,0.0002529292,0.0002855537,0.0003548422,0.0002627558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00426868,0.009545465,0.971243,0.0001504651,0.0004227905,0.00003010574,0.00008459095,0.00001337055,0.0006424539,0.0000260522,0.0005155136,0.01305749],"study_design_scores_gemma":[0.01151861,0.004725436,0.9816467,0.0004653602,0.0002943603,0.000001561942,0.00001875205,0.00006454886,0.0003467765,0.00008036595,0.0006578926,0.00017962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954537,0.0003390384,0.0001156513,0.00004280843,0.0003788421,0.001441137,0.0003730962,0.00009340909,0.001762336],"genre_scores_gemma":[0.9988673,0.0002259034,0.000004884111,0.0002391063,0.00004330115,0.0001364487,0.0001795871,0.00002024557,0.0002832227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01287787,"threshold_uncertainty_score":0.947233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112528542185019,"score_gpt":0.3502826967427454,"score_spread":0.3391574113208952,"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."}}