Association between gut colonization of vancomycin‐resistant enterococci and liver transplant outcomes
Bibliographic record
Abstract
BACKGROUND: Vancomycin-resistant enterococci (VRE) colonization is common in liver transplant recipients and has been associated with worse posttransplant outcomes. METHODS: We conducted a retrospective cohort study at the University of Alberta Hospital including patients who underwent a liver transplant between September 2014 and December 2017. RESULTS: Of 343 patients, 68 (19.8%) had pretransplant VRE colonization and 27 (27/275, 9.8%) acquired VRE posttransplant, 67% were males and the median age was 56.5 years. VRE colonized patients at baseline had higher MELD scores and required longer posttransplant hospitalization. VRE colonization was associated with increased risk of early acute kidney injury (AKI) (64% vs. 52%, p = .044), clinically significant bacterial/fungal infection (29% vs. 17%, p = .012) and invasive VRE infection (5% vs. 1%, p = .017). Mortality at 2 years was 13% in VRE-colonized versus 7% in noncolonized (p = .085). On multivariate analysis, VRE colonization increased the risk of posttransplant AKI (HR 1.504, 95% CI: 1.077-2.100, p = .017) and clinically significant bacterial or fungal infection at 6 months (HR 2.038, 95% CI: 1.222-3.399, p = .006), and was associated with nonsignificant trend toward increased risk of mortality at 2 years posttransplant (HR 1.974 95% CI 0.890-4.378; p = .094). CONCLUSIONS: VRE colonization in liver transplant patients is associated with increased risk of early AKI, clinically significant infections, and a trend toward increased mortality at 2 years.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".