Impact of Protein-Calorie Malnutrition on the Developing Intestine
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
We assessed the impact of protein-calorie malnutrition on the developing rabbit intestine. Litters expanded 7 days postpartum (13-16 animals) were compared to control litters (6-8 animals). Chronic nutrient deprivation in early life markedly reduced small intestinal mass, as evidenced by depressed weight, crypt-villus length, protein content and DNA content. In kinetic studies, we observed impaired mucosal growth in undernourished rabbits, as demonstrated by depressed enterocyte proliferation and epithelial migration. Intestinal maturation also appeared to be modified, as suggested by altered mucosal enzyme activities and enhanced permeability which we evaluated by measuring unidirectional Na+ transport in short-circuited Ussing chambers. These findings may contribute to the increased severity of diarrheal illness observed in clinical malnutrition in infancy.
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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 it