The rapid effects of estrogen: a mini-review
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
Estrogen is regulated through two intracellular receptors, estrogen receptor alpha and estrogen receptor beta, through a classic nuclear-initiated response. Recently, estrogen has also been shown to act more rapidly and it is proposed that these fast effects may be the consequence of membrane localized estrogen receptors that act through the second messengers. Although the identification of these receptors remains to be elucidated, the possible role that they play in female-specific mood disorders is of particular interest, especially in times of major hormonal fluctuation. The purpose of this mini-review is to outline the recent literature regarding the rapid effects of estrogen, to explore the intracellular signaling pathways that may be involved in this regulation as well as the connection between estrogen and serotonin neurotransmission and finally, to look into the antidepressant role that estrogen may have, with particular emphasis on female-specific mood disorders.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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