Evidence of revising calcium Dietary Reference Intakes (DRIs) for Korean elderly
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
Recently bone health is an important issue in public health aspect and calcium is the most critical nutrient to influence bone mass and bone mineral density, and consequently bone fracture. Calcium DRIs of Korea are much lower than those of US/Canada which have been revised recently. Since the requirement of calcium in Asians may be different from Caucasian, it would be desirable for Korean DRIs for calcium to be established by Korean data; however, little data of high quality exist. Based on 2008–2010 Korea National Health and Nutrition Examination Survey data, most women aged 65 and more have bone health problems such as osteoporosis and osteopenia. In women and men aged 65 and more, higher calcium intake was significantly associated with higher bone mineral density as well as lower incidence of osteoporosis. Means of the highest quartile calcium intake, which are 750 mg for women and 930mg for men, are much higher than the present Estimated Average Requirements (EAR) of elderly women and men, which are 570 mg and 560 mg, respectively. Therefore, it seems valid to increase calcium EAR for Korean elderly. (This research was supported by a fund(2012‐E35004–00) by Research of Korea Centers for Disease Control and Prevention)
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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