Use of dry dressings for central venous access devices (CVADs) to decrease central line-associated blood stream infections (CLABSI) in a trauma intensive care unit (ICU)
Bibliographic record
Abstract
This article reports the results of a pre-post study conducted in a trauma-medical-surgical intensive care unit (ICU) regarding dressings of central venous access devices (CVADs) for the reduction of central line-associated blood stream infection (CLABSI) and improvement of adherence and integrity of the dressing. Available evidence indicates that dry dressings changed every 48 hours are equivalent to transparent dressings, changed when soiled or loose, or routinely every seven days. In our intensive care unit, where the majority of CVADs are inserted in the internal jugular vein and where there is an important usage of cervical collars, we questioned if dry dressings would be more appropriate than transparent dressings. Results: In the 12 months following the change in practice, we noted a CLABSI reduction from 2.36/1,000 catheter days to zero, improvement in dressing audits from 19.61% to 85.34% of clean dressings (P=0.00001) and 62.75% to 90.58% of adherent dressings. Conclusion: In this pre-post study, a simple change in dressing type was implemented, resulting in a significant reduction in the CLABSI rate.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".