The γ‐H2A.X: Is it just a surrogate marker of double‐strand breaks or much more?
Bibliographic record
Abstract
In recent years, several histone modifications have been implicated in the cellular response to DNA double-strand breaks (DSBs). One of the best characterized histone modifications important in DSB repair is the phosphorylation of histone H2A variant, H2A.X. In response to DSBs, H2A.X is phosphorylated and this phosphorylation is required for DSB signaling and the retention of repair proteins at the break site. Despite the existing picture that the function of H2A.X is to promote DNA repair, very recent data suggest that the phosphorylation of histone H2A.X has additional functions. This is analogous to histone H3 phosphorylation on serine 10, which participates in seemingly incompatible functions--transcriptional activation and mitosis. In this review, we discuss the role of histone H2A.X in maintaining genomic stability and review emerging evidence that histone H2A.X is multifunctional.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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".