[Vitamin D, determinant of bone and extrabone health. Importance of vitamin D supplementation in milk and dairy products].
Bibliographic record
Abstract
Vitamin D is obtained mainly from ultraviolet irradiation of 7-dehydrocholesterol in the skin to form cholecalciferol (vitamin D3), and minimally from diet, unless vitamin D fortified food is taken, mainly enriched milk. In some countries, vitamin D is added to diet as ergocalciferol (vitamin D2). In the liver, vitamin D3 is hydroxylated to form 25-hydroxyvitamin D3 (marker of body nutritional status of vitamin D). Subsequently, in the kidney, 25OHD3 is hydroxylated to form 1,25-dihydroxyvitamin D3 (1,25(OH)2D3). By VDR stimulation, (1,25)OH)2D3 controls calcium homeostasis and bone health and, what is more, many other cells and tissues including skin, muscle, cardiovascular and immune systems as well as glucose homeostasis. Thus, about 3% of the human genome is regulated by this hormone. Association and recent intervention studies describe beneficial effects on bone, cardiovascular disease, hypertension, diabetes mellitus type 2,colorectal cancer, breast cancer, multiple sclerosis, immune function inflammation etc. A minimum target for public health should be to achieve serum 25OHD levels above 20 ng/ml to ensure optimum status for bone health. However, levels above 30 ng/ml should be reached to achieve other health goals. Paradoxically, inadequacy (or even deficiency) in vitamin D levels is highly prevalent in children and youth in Spain. This deficit persists in adults, as well as in postmenopausal women (osteoporotic or not) and the elderly (especially amongst those institutionalized). Seasonal variation barely normalizes serum 25OHD levels after summer-autumn. Treated postmenopausal osteoporotic women also show high prevalence of inadequate levels of vitamin D, a major contributor to antiresortive treatments failure. A normalization of serum vitamin D enables diet to provide the calcium necessary to achieve a good bone health and an adequate response to antiresortive drugs. Given the difficulty to get adequate levels of vitamin D by UV irradiation and diet, a proper supplementation of milk with vitamin D is an attractive chance and a challenge for Public Health of Spain and the European Union. It has provided excellent results in the US, Canada, Northern Europe Countries, etc.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.019 | 0.006 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".