The use of hormone therapy for the maintenance of urogynecological and sexual health post WHI
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
BACKGROUND: The loss of estrogen at menopause and the gradual decline in testosterone with age are associated with urogenital atrophy and, as a result, urogenital tract symptoms, including lower urinary tract symptoms and dyspareunia. These symptoms will persist unless treated. OBJECTIVE: To review the prevalence of urogenital tract symptoms and sexual health problems associated with menopause and the role in the use of hormone therapy for the treatment of symptomatic women, with a specific focus on what has been learned since the first publication of the Women's Health Initiative (WHI) estrogen and estrogen + progestin studies. CONCLUSION: Studies support the use of local estrogen therapy, but not systemic estrogen therapy, for the treatment of urge urinary incontinence, overactive bladder and to reduce the number of urinary tract infections. The current evidence does not favor a beneficial effect on stress urinary incontinence. Local estrogen therapy is effective for the treatment of dyspareunia caused by vulvovaginal atrophy. Preliminary studies suggest a potential role for both intravaginal dehydroepiandrosterone and testosterone in the treatment of dyspareunia secondary to vulvovaginal atrophy, however, confirmatory studies are required before either therapy can be recommended. Post WHI, there is a need for medical practitioners to proactively raise the topic of urogynecological and sexual health in order to discuss the most suitable treatment option.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 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 it