Research Progress of Marinobufagenin and Salt-Sensitive Hypertension
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
Salt-sensitive hypertension is a special type of hypertension. Because of its special pathogenesis and clinical features, it has attracted more and more attention in recent years. Marinobufagenin is a kind of endogenous digitals-like substance, which is the unitary ligand of Na + /K + ATPase widely distributed in human and animal. Marinobufagenin mediates water sodium retention, increases blood pressure, and interferes myocardial and vascular fibrosis and other pathologic mechanisms by blocking Na + /K + ATPase and various signaling pathways, which playes an importent role in the occurrence and development of salt-sensitive hypertension. This article hlights recent advances of the relation between marinobufagenin and salt-sensitive hypertension.
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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 | 0.001 |
| 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