Iodine: Biochemistry, Deficiency and Application in Clinical Nutrition
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
Iodine is an essential trace element needed for normal metabolic functions. Although 70% of the body’s iodine is distributed in other tissues, the thyroid gland is the most relevant organ susceptible to iodine effect. In aqueous solution, due to the ability of keeping several oxidation states, the species I-, I2, OI-, HOI, IO3 -, H5IO6, and H3IO6 2- are likely to co-exist. Their steady state and reaction equilibrium depend on pH, temperature and solvent conditions. Suitable food sources rich in iodine are plants from iodine-rich soil, iodized salt, or seafood. The principal objectives of nutritional supply with iodine are to cover the needed daily intake and to stabilize basal metabolic rate. Keywords: Iodine Deficiency, Clinical Nutrition, Biochemistry, Stereochemistry
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 | 0.004 | 0.001 |
| 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 | 0.001 | 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