Regulation of calcium channels by RGK proteins
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Bibliographic record
Abstract
The RGK family of proteins, small GTPases of the Ras superfamily, are known to regulate calcium currents. It is commonly thought that this is due to an interaction with the Cavβ subunit, however, the mechanism of this inhibition is unclear. There have been conflicting reports of whether RGK proteins can affect channel trafficking or whether they reduce calcium currents by interacting with channels at the membrane. In the last year, several studies have emerged which explore the intricacies of RGK protein interaction with the channel itself and the importance of the Cavβ subunit for this interaction, in addition to providing some tantalizing suggestions for the mechanism by which RGK proteins reduce or eliminate calcium currents. In this review, we present an overview of these recent advances and suggest a model that may synthesize these latest works.
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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) | 0.001 | 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 | 0.001 | 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