Technique for Salvage ERCP with Gastric Bypass Anatomy and Severe Intra-abdominal Adhesions
Bibliographic record
Abstract
BACKGROUND: Choledocholithiasis is a complex problem in patients with Roux-en-Y gastric bypass anatomy. Several techniques of biliary clearance have been described, but these can be limited by intra-abdominal adhesions. PATIENT AND METHODS: A 36-French surgical gastrostomy was created and was allowed to mature for 10 weeks. It was exchanged for a 15-mm laparoscopic surgery trocar under fluoroscopic guidance. Endoscopic retrograde cholangiopancreatography (ERCP) was carried out using the trocar as a stable access point. Complete biliary clearance was achieved in one sitting using sphincterotomy, large-diameter biliary orifice balloon dilation, and balloon/basket sweeps. RESULTS: Total endoscopy time was 120 minutes. There were no complications associated with the procedure. The postprocedure length of stay was 2 days. The total bilirubin level at discharge was 1.2 mg/dL (20 μmol/L). CONCLUSIONS: In patients with gastric bypass anatomy and severe adhesions, successful salvage therapeutic ERCP can be achieved using a gastrostomy tract and a large-bore laparoscopy trocar for access to the defunctioned stomach.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".