La declaración de lesividad de resoluciones económico-administrativas firmes en vía administrativa
Bibliographic record
Abstract
Xenopus laevis survive severe dehydration during the summer months in their natural range. MicroRNA regulate translation of target mRNAs and have shown to be differentially expressed in response to dehydration in X. laevis. During dehydration, heart rate is elevated which appears to compensate for the reduced oxygen delivery capability due to increased hematocrit. We hypothesized that microRNAs would be differentially expressed in the heart to modulate gene expression levels in response to dehydration. The present study assessed changes in the microRNAome of X. laevis heart in response to severe dehydration (30% loss of body water) using microRNA-seq. We show that target genes are enriched for RNA, DNA, and transcription factor binding activities, cardiac muscle contraction, and glycolysis/gluconeogenesis. These results suggest that microRNAs contribute to gene expression reorganization in the heart in response to dehydration, putatively supporting the increased physiological demands and ATP production needs by the heart under these conditions.
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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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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".