DHEA and intracrinology at menopause, a positive choice for evolution of the human species
Bibliographic record
Abstract
Menopause has been chosen by evolution as the convergence of three factors, namely cessation of ovarian function (reproduction and estrogen secretion), high circulating dehydroepiandrosterone (DHEA), and intracrine enzymes able to convert DHEA into active sex steroids in peripheral tissues. The arrest of estrogen secretion by the ovaries at menopause causes a decrease of circulating estradiol below the threshold of biological activity, thus eliminating stimulation of the endometrium and risk of endometrial cancer. As much as the arrest of secretion of estradiol by the ovaries is essential to protect the uterus, it is of major importance that sex steroids continue to be made available in most other tissues which need estrogens and/or androgens for their normal functioning. Evolution, through 500 million years, has progressively provided the peripheral tissues with the enzymes able to make androgens and estrogens while high levels of DHEA, the precursor of all sex steroids, have appeared much later with the primates approximately 20 million years ago. All elements were thus in place for the functioning of intracrinology or the cell-specific formation of estrogens and androgens in peripheral tissues from the inactive precursor DHEA, with no significant release of active sex steroids in the circulation, thus eliminating the risks of adverse effects in the other tissues, especially the uterus. The presence of subthreshold levels of circulating estradiol combined with the formation of sex steroids from DHEA in specific peripheral tissues (intracrinology) makes menopause a positive characteristic supporting many years of good-quality postmenopausal life, useful for taking care of children and grandchildren. DHEA, however, decreases with age and is present at very different concentrations between different women, with the consequence that approximately 75% of postmenopausal women have too low circulating DHEA levels and suffer from symptoms/signs of hormone deficiency.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".