Vascular access for chronic hemodialysis in a patient with epidermolysis bullosa dystrophica <scp>H</scp>allopeau‐<scp>S</scp>iemens
Bibliographic record
Abstract
Epidermolysis bullosa is a rare genetic hereditary disease characterized with mechanobullous dermatosis. Except cutaneous, these patients have various extracutaneous manifestations and some types of epidermolysis bullosa comprise almost all organ systems. Because of prolonged life span, chronic renal insufficiency has become an important cause of morbidity and death in these patients. Establishment of functional vascular dialysis access is a great challenge for both the doctors and the patients. Multidisciplinary approach is essential. We present a case of successful establishment of dialysis access via Tesio catheter in a young woman suffering from epidermolysis bullosa dystrophica Hallopeau-Siemens and end-stage renal disease. Since then, the Tesio catheter inserted via the right internal jugular vein has been the functional mean of dialysis. The patient was given the opportunity to lead a quality and active life in spite of disabling disease. Several cases of successful dialysis access establishment with dialysis catheters via central veins have been reported. We report the successful establishment of long-term dialysis access via Tesio catheter and suggest this approach as ideal for these patients. This is the first report dealing with vascular access in this group of patients.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".