Cutaneous necrosis of the arteriovenous fistula puncture site in chronic hemodialysis: A historical complication or an ever‐present threat? A series of 26 cases
Bibliographic record
Abstract
INTRODUCTION: Cutaneous necrosis (CN) at the puncture site of the arteriovenous fistula (AVF) in chronic hemodialysis (CHD) is a rare but potentially fatal complication. The objective of our work was to establish the associated complications, vascular prognosis, and patient survival of CHD patients presenting cutaneous necrosis. METHODS: This retrospective study (January 2016 to March 2020) was conducted in the Department of Vascular Surgery and the Department of Nephrology at the University Hospital Center Mohammed VI of Oujda, Morocco. Included were all CHD patients admitted for treatment of cutaneous necrosis at the puncture site of a native AVF. RESULTS: Data from 26 cases were collected. The mean age was 58.7 ± 16 years, 70.8% were female, and 25% had diabetic nephropathy; 42.3% of the AVFs were radiocephalic and 46.1% were brachiocephalic; 42.2% of patients presented active bleeding, of whom 91% required a blood transfusion; 80.8% of the AVFs were complicated by aneurysms. Fistulography showed stenosis in 42.3% of cases. Urgent surgical intervention was performed on all the patients. Fifty percent of patients required placement of a short-term hemodialysis catheter. Two patients had presented a recurrence. Death occurred in one case following a massive hemorrhagic shock. CONCLUSION: Cutaneous necrosis is a relatively common complication and requires early screening and immediate surgical intervention.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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".