When a Drain is the Culprit: An Unexpected Case of Small Bowel Obstruction with Biliary Peritonitis
Bibliographic record
Abstract
Although postoperative abdominal drains are useful in therapeutic settings, their prophylactic role is debatable. We herein describe the case of a 30-year-old male who underwent bile duct resection with hepaticojejunostomy for cholangiocarcinoma. On postoperative day four, the patient developed biliary peritonitis. Explorative laparotomy revealed an obstruction of the afferent limb caused by an intestinal loop around a Jackson-Pratt (JP) drain. Removal of the drain resolved the obstruction which led to a significant improvement of the patient's clinical state. To the best of our knowledge, this is the second report of a bowel obstruction from a surgical drain. When placing abdominal drains, surgeons must take into consideration their indication as well as possible related complications, including intestinal obstruction.
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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) | 0.001 | 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 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".