EFFECTS OF DIET ON ENDOMETRIOSIS: A 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
In today’s world, the term "endometriosis" is very common among reproductive-aged women and adolescents. Several women suffer from this disease and experience chronic pain. Infertility is experienced by a large number of women with endometriosis. With the occurrence of endometriosis, women face different risk factors. The relationship between dietary intake and inflammation occurring due to endometriosis is still not evaluated properly. Various ongoing research works are dealing with to see the effect of dietary substances on the pathological and physiological processes of this disease. According to different cohort studies, various foods such as high calcium, vitamin D, A, C, omega-3, and fish oil-containing foods are proven to reduce the risk of endometriosis. Green vegetables were not found to be associated with the formation of chronic inflammation due to endometriosis. Present review work is undertaken to demonstrate a connection between the occurrence and severity of endometriosis and dietary intake.
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 | 0.004 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 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