PERCEIVED EFFECTS OF TESTOSTERONE REPLACEMENT THERAPY IN PERIMENOPAUSAL AND POSTMENOPAUSAL WOMEN: AN INTERNET PILOT STUDY
Bibliographic record
Abstract
Women experience somatic, mood, energy, and libido changes during menopause. Testosterone replacement therapy is being prescribed in conjunction with estrogen replacement therapy (ERT) for these symptoms. Little is known about women's perceptions of the benefits and risks of testosterone, so an Internet survey was conducted to elicit women's perceptions of the effects on mood, energy, sexuality, and somatic symptoms. A sample of 61 women primarily from the United States and Canada participated in the survey; one woman from Germany and one from Sweden also took part in the survey. Participants reported significantly improved sexuality and improved mood and vigor, with a decline in fatigue. Of the 7 somatic complaints assessed, improvements were noted in 5 (sleep disturbances, hot flashes, night sweats, vaginal dryness, and appetite). A prospective clinical trial is needed to confirm these results.
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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".