Factors Associated with Umbilical Venous Catheter Malposition in Newborns: A Tertiary Center Experience
Bibliographic record
Abstract
OBJECTIVE: Umbilical venous catheters (UVC) are widely used in neonatal intensive care (NICU). Noncentral catheter position is known to be associated with multiple adverse complications; however, risk factors for catheter malposition are unclear. This work aimed to identify clinical risk factors and complications associated with UVC malposition in neonates admitted in an NICU. STUDY DESIGN: A retrospective chart review was performed of inborn babies admitted to BC Women's Hospital NICU with UVC inserted in their first 7 days between July 2016 and June 2018. Infant and maternal demographic, radiograph, UVC-related data, and complications were reviewed. RESULTS: = 0.049) as significant predictors of catheter malposition. CONCLUSION: Noncentral UVC position as well as migration were common after initial placement in this cohort. The use of larger size UV catheters and increasingly invasive respiratory support were risk factors associated with higher incidence of UVC malposition. Ongoing surveillance of UVC position is thus recommended. KEY POINTS: · More than one-third of UV catheters were not in central position after the initial placement.. · Large size UV catheters and increasingly invasive respiratory support were risk factors for UV malposition.. · High incidence of UVC migration was found after initial central placement, warranting surveillance..
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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) | 0.001 | 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".