Epithelial Sodium Channel: A Ligand-Gated Channel?
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
The epithelial sodium channel (ENaC) is a key component of the transepithelial Na+ transport. In epithelia, it is responsible for the maintenance of Na+ balance (which in turn controls extracellular fluid volume and arterial blood pressure) and the regulation of airway surface fluid. While the regulation of channel synthesis and surface density have been well described, the control of channel opening is still poorly understood. The channel has a large extracellular domain of as yet unknown function; a number of extracellular factors have been shown to modulate ENaC activity, including extracellular Na+ itself (through a phenomenon called 'self-inhibition'), several other organic or inorganic cations, which seem to interfere with self-inhibition, and serine proteases. Although a direct interaction with the extracellular domain of ENaC has not yet been demonstrated for each of these modulators, the available data strongly suggest that ENaC behaves as a ligand-gated channel similar to several other members of the ENaC/degenerin family.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.001 | 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