CHRONIC TUNNEL INFECTIONS IN CHILDREN: REMOVAL AND REPLACEMENT OF THE CONTINUOUS AMBULATORY PERITONEAL DIALYSIS CATHETER IN A SINGLE OPERATION
Bibliographic record
Abstract
.Objective: Chronic tunnel infections often necessitate the removal of the continuous ambulatory peritoneal dialysis (CAPD) catheter. Most published studies advocate postponing the insertion of a new catheter for several weeks. For young children it will be particularly difficult to wait this length of time, since vascular access may be cumbersome, and hemodialysis may not be well tolerated. The present study describes the results of the simul-taneous removal and replacement of the CAPD catheter..Design: Twenty-three Toronto Western Hospital II catheters were inserted in 17 children because of infectious complications (21 chronic tunnel infections; 2 recurrent peritonitis) in a single operation under appropriate antibiotic prophylaxis. The new catheter was inserted at the contralateral side of the abdomen with the deep cuff in the midline, using the same entrance to the peritoneal cavity. Dialysis was resumed immediately after the operation..Setting: A university pediatric dialysis unit..Patients: Seventeen
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".