Temporary uterine artery occlusion for treatment of menorrhagia and uterine fibroids using an incisionless Doppler-guided transvaginal clamp: Case report
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
We report the successful treatment of a 43-year-old woman with menorrhagia and multiple uterine fibroids by temporary uterine artery occlusion. Using a Doppler-guided transvaginal clamp, her uterine arteries were non-invasively identified and occluded by mechanical compression against the cervix for 6 h. Following removal of the clamp, blood flow in the uterine arteries returned immediately. Menorrhagia symptoms were tracked with the Ruta Menorrhagia Severity Scale. Uterine and fibroid volumes were measured by analysis of magnetic resonance images. The patient's self-reported menorrhagia symptoms were significantly reduced at 6 months (70% reduction in Ruta score) and both uterine volume and fibroid volume had decreased by more than 44% at 6 months. This case report illustrates the potential applicability of a simple-to-use, non-surgical device for the treatment of menorrhagia and uterine fibroids by temporary uterine artery occlusion.
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) | 0.000 | 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