Time-dependent systolic and diastolic function in mice overexpressing calcineurin
Bibliographic record
Abstract
Echocardiograms have been assessed only at 56 days in mice overexpressing calcineurin (CN mice). Age-dependent echocardiographic changes were evaluated because the development of sudden death is time dependent. Because cyclosporin A (CsA) reverses hypertrophy in CN mice, its effects on the time course of the development of sudden death and cardiac dysfunction were assessed. In wild-type (WT) mice, the left ventricular (LV) internal end-diastolic dimension (LVIDd) increased and the LV mass index (LVMI) decreased with age. In CN mice, two distinct phases of pathophysiology were found. After 14 days, in CN mice, the LVIDd and LVMI were significantly increased, but sudden death had not occurred. After 28 days, in CN mice, relative dilation of the left ventricle occurred, whereas the LVMI decreased. Sudden death developed during progressive dilation associated with systolic and diastolic dysfunction. CsA treatment reversed hypertrophy in CN mice but did not reverse systolic and diastolic dysfunction and exaggerated sudden death. Sudden cardiac death was associated with systolic and diastolic dysfunction but was not related to isolated cardiac hypertrophy in CN mice.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".