A Randomized Clinical Trial of the Impact of Local Estrogen on Postoperative Tissue Quality After Vaginal Reconstructive Surgery
Bibliographic record
Abstract
OBJECTIVE: To evaluate the use and effect of early administration of vaginal estrogen via a continuous low-dose estradiol vaginal ring placed immediately after pelvic reconstructive surgery. METHODS: This was a randomized controlled trial of 65 postmenopausal women undergoing vaginal reconstructive surgery. The subjects were randomly assigned to receive an estradiol-releasing vaginal ring, placebo vaginal ring, or control without vaginal ring for 12 weeks immediately after vaginal reconstructive surgery. The primary outcome was tissue quality based on vaginal maturation 3 months postoperatively. Secondary outcome measures were subjective and objective signs of atrophy; vaginal pH; the presence of granulation tissue, microscopic inflammation, and major healing abnormalities; and the ability to tolerate an intravaginal ring. RESULTS: At 12 weeks, the estradiol ring group had a significantly improved maturation value (P<0.01) and objective atrophy assessment (P<0.01) compared with the placebo ring and control arms. Granulation tissue was increased in the placebo ring arm (P<0.01). Subjective atrophy scores did not differ among the groups (P=0.39). CONCLUSIONS: Early administration of vaginal estrogen after vaginal surgery via an estradiol-releasing ring is feasible and results in improved markers of tissue quality postoperatively compared to placebo and controls.
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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 | 0.008 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.005 | 0.003 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".