Central venous catheter infection in Canadian home parenteral nutrition patients: a 5-year multicenter retrospective study
Bibliographic record
Abstract
HIGHLIGHTS A lower central venous catheter (CVC) infection rate suggests an improvement in practice and education. CVC infection remains a complication that often requires significant health care resources. Use of tunneled CVC and patient education on catheter care reduces CVC infection rates. Objectives: CVC infection is one of the most frequent, life-threatening complications in home parenteral nutrition (HPN) patients. Our objective was to conduct a 5-year retrospective chart review regarding CVC infections in 3 adult HPN programs. Methods: Data were collected from the Canadian HPN Registry and patient charts that include demography, infection diagnosis, blood cultures, and treatments. Results: Results are reported as median (range) ± standard error of mean or population frequency. Eighty-one charts were reviewed. Mean age was 51.98 ± 1.71 years. Short bowel syndrome (54.3%) was the primary diagnosis, with 36 months (range, 1324 months) median length of HPN therapy. Forty-seven subjects (58%) had infections over a 5-year period. Of these, there were 144 sepsis events. There was positive correlation (r=0.423; P<0.001) between number of infections and HPN duration. The median length of time the CVC was in place was 281 (range, 14–4380) days. There were 66.7% tunneled CVCs; 25.9% peripherally inserted central catheters (PICCs), and 7.4% implanted venous port. In this sample, there was no association between line infection and catheter type. Most patients presented with fever (58.3%) and chills (38.2%). Blood cultures were done (89.6%), and coagulase negative Staphylococcus was the resulting pathogen present in 25.7%. Patients with bloodstream infection were treated for 17.9 ± 1.2 days with combination antibiotics (22.2%). Overall, the CVC infection rate was 0.97 per 1000 catheter days. Conclusion: We found the standard approach to infection prevention is comparable to reports in literature. However, a subset of patients with multiple CVC infections require education with an emphasis on preventive techniques in order to reduce the incidence of infection.
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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 | 0.001 |
| 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".