Women's right to health and the Millennium Development Goals: Promoting partnerships to improve access
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
The Millennium Development Goals (MGD) represent a commitment of 189 member states that adopted them during the Millennium Summit in September 2000. This UN General Assembly recognized that gender equality and women's empowerment are both central to achieving sustainable development by means of combating poverty, hunger and disease. Neither reproductive nor sexual health was explicitly articulated in the original MDGs and indicators-a critical omission, as globally women are more disadvantaged than men. However, a clear link exists between all of the MDGs and the reproductive and sexual health of women, who cannot contribute to sustainable development, unless their right to health is met through improved access. The FIGO 2006 World Report on Women's Health addresses many issues critical to the success of the MDGs, with a focus on how partnerships have become a crucial vehicle to improve access to health for women.
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 | 0.005 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 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