Laparoscopic dissection of the intramural ureter to repair a complete transection of the distal ureter: Initial experience with a new minimally invasive technique that preserves the anatomy of the urinary tract
Bibliographic record
Abstract
We report 2 patients with ureteral injury after a simple total laparoscopic hysterectomy for uterine myoma with a complete resection of the distal ureter. One patient had unilateral injury and the other 2 patients had bilateral injury. The surgical laparoscopic repair procedure was carried out 3 to 5 days after the injury. Surgery involved intramural dissection of the distal ureteral stump to expose at least 1 cm of the ureter, percutaneous ureteral stent placement, elimination of tension between the proximal ureter and the dissected distal stump, end-to-end anastomosis, and reinsertion of the distal ureter into the bladder muscle layer, which was previously dissected for the anastomosis.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".