Minimally invasive delivery of ethanol for the treatment of urinary bladder fistulas
Bibliographic record
Abstract
Urinary bladder fistula formation is a complication of significant morbidity and mortality following pelvic surgery or radiotherapy. Surgical treatment is the definitive management, but it may be contraindicated in patients with significant comorbidities. The alternative approach is to divert urine away from the fistula with stents and catheters, and allow time for healing. The case illustrated herein describes the use of alcohol to accelerate the fibrotic healing of a urinary bladder fistula, based on the premise that sclerosing agents have been effective in the treatment of pancreatic fistulas and renal cysts. A Foley catheter is inserted through the external fistula orifice and passed along the fistula tract into the urinary bladder. The Foley catheter balloon is inflated and pulled back to occlude the fistula. Following this, a vascular sheath is placed alongside the catheter and ethanol is injected into the tract. The alcohol is left to dwell in the fistula for a few minutes, after which time the catheter and sheath are removed. The sclerosant effect of the ethanol aims to induce fibrosis, and therefore occlusion, of the fistula.
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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) | 0.000 | 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 | 0.000 |
| 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".