Gradient of sodium current across the left ventricular wall of adult rat hearts
Bibliographic record
Abstract
1. Gradients of ion channels across the left ventricular (LV) wall have been well characterized and it has been shown that disruption of such gradients leads to altered rates of repolarization across the wall, which is associated with the generation of arrhythmias. 2. We have hypothesized that a transmural gradient of I(Na) is present and have directly measured this current in adult rat myocytes isolated from both the epicardial and endocardial layers of the left ventricle. Currents were also recorded in right ventricular (RV) myocytes for comparison. 3. Peak inward I(Na) currents, at -30 mV, were -49.7 +/- 2.5 pA pF(-1) (n = 22), -32.9 +/- 3.2 pA pF(-1) (n = 16) and -49.7 +/- 3.7 pA pF(-1) (n = 24) for RV, LV epicardial and LV endocardial myocytes, respectively. No differences in the voltage dependence of inactivation, the voltage dependence of steady-state inactivation, or reactivation were reported. 4. Our results demonstrate that a gradient of sodium current density is present across the LV wall of adult rat hearts.
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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 | 0.000 | 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) | 0.001 | 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".