Uterosacral colpopexy at the time of vaginal hysterectomy: comparison of laparoscopic and vaginal approaches.
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: To compare the risk of ureteral compromise and of recurrent vault prolapse following vaginal vs. laparoscopic uterosacral vault suspension at the time of vaginal hysterectomy. STUDY DESIGN: In this retrospective, cohort study, uterosacral ligament suspension was performed using either a vaginal or laparoscopic approach. The primary outcome was intraoperative ureteral compromise; secondary outcomes were postoperative anatomic result and recurrent prolapse. The Canadian Task Force Classification was II-2. RESULTS: One hundred eighteen patients were included: 96 patients in the vaginal group and 22 patients in the laparoscopic group. Ureteral compromise was identified intraoperatively in 4 (4.2%) cases in the vaginal group; no ureteral compromise was observed in the laparoscopic group (p = 0.33). Failure at the apex, defined as stage > or = II for point C, was seen in 6.3% of patients in the vaginal group as compared with 0% in the laparoscopic group; this difference did not achieve statistical significance. Similarly, trends toward lower recurrent symptomatic vault prolapse (10% vs. 0%), any symptomatic prolapse recurrence (12.5% vs. 4.6%), and higher postoperative Pelvic Organ Prolapse Quantification point C were observed in the laparoscopic group (p > 0.05 for all). CONCLUSION: Laparoscopic uterosacral vault suspension following vaginal hysterectomy is a safe alternative to the vaginal approach.
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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 it