Bibliographic record
Abstract
<p class="1Body">An Italian maxim says “I bambini che dormono tanto crescono bene”, and the English maxim also says that “All children need to sleep in order to grow and develop”. In this review, we would like to demonstrate the truth of this proverb about sleep together with biotin (vitamin H) and lipoic acid (thioctic acid). Recently, we have found that D-biotin regulates the membrane biosynthesis in the cells. Previously, we have found that purified biotin-recycling enzyme biotinidase is also able to hydrolyze enkephalin and neuro-peptides. Thus, biotin state and sleep should be strongly linked to each other. In this report, we have investigated the expression of hormone receptors in some diseases using the new proteomics of protein-direct-microsequencing-deciphering (PDMD) method, and have indicated that having adequate sleep and nutrition is important to for healthy immunological and mental conditions in humans. It is also summarized that human breast milk is superior to bovine milk for human healthy babies to sleep and grow well.</p>
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.
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 | 0.000 | 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 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".