Indications and Surgical Technique for Transanal Proctectomy and Ileal Pouch–Anal Anastomosis for Inflammatory Bowel Disease
Bibliographic record
Abstract
Surgical management of inflammatory bowel disease has advanced significantly over the years. One particular focus of its evolution has been to minimize invasiveness. Transanal surgery has given the contemporary surgeon an alternate approach to access the low rectum situated in the confines of the deep pelvis. In benign disease, combining transanal surgery with laparoscopy has allowed for the development of novel techniques to create ileal pouch-anal anastomoses, perform intersphincteric Crohn's proctectomies, manage complications from pelvic surgery, and facilitate redo pelvic surgery. We aim to review the indications for transanal surgery in benign disease, describe an approach to transanal pouch surgery in detail, and discuss the potential benefits, pitfalls, and contentious issues surrounding this approach.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".