Permanent Implications of Intrauterine Growth Restriction on Cholesterol Homeostasis
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
Susceptibility to disease begins during fetal life, and adverse events in utero are a critical factor in determining quality of life and overall health. In fact, up to 50% of metabolic syndrome diseases can be attributed to an adverse in utero environment. However, the mechanisms linking impaired fetal development to augmented cholesterol, an important clinical risk factor characterizing the metabolic syndrome and cardiovascular disease, remain elusive. This review discusses the latest research in the fetal programming of cholesterol homeostasis from both clinical studies and animal models. It also underscores the role of the placenta as an important mediator in cholesterol homeostasis during pregnancy and uncovers some of the molecular mechanisms underlying how the homeostatic mechanisms in liver may be impaired in fetal and postnatal life due to undernutrition and/or hypoxia.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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