Dual and triple encapsulated iron gluconate speed up anemia recovery in an animal model
Bibliographic record
Abstract
Food fortification can be a solution to anemia in developing countries. A previous study determined that the combination of spray drying, hydroxypropyl-methylcellulose as wall material, and maltodextrin as bulk material, encapsulated iron gluconate achieved the highest bioavailability. However, the addition of vitamin B12 to the hydroxypropyl-methylcellulose/maltodextrin capsules increased the iron cell uptake over the previously reported results. The cell viability, the number of live, healthy cells in a sample, of HepG2, human liver cancer cells, increases by about 17 % for dual-encapsulated iron gluconate and vitamin b12. The cell uptake in Caco2, human colorectal adenocarcinoma cells, is higher by 25 % when using encapsulated iron and vitamin b12 compared to encapsulated iron. The strength of dual-encapsulated iron and vitamin b12 is also confirmed in in-vivo studies. Once fully anemic, young female rats eating food with encapsulated iron gluconate and vitamin b12, show the fastest recovery with respect to rats eating food with encapsulated iron and pure iron. The first needed only five days for their hemoglobulin values to return to normal. The second and the third needed 15 and 21 days, respectively.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".