Beyond shame, sorrow, and apologies—action to address indigenous health inequities
Bibliographic record
Abstract
ABSTRACT Chromosome segregation depends on a regulated connection between spindle microtubules and centromeric DNA. The kinetochore, a massive modular protein assembly, mediates this connection and also serves as a signaling hub that integrates and responds to changing cues during the cell cycle. Kinetochore functions evolve as the cell cycle progresses, culminating in the assurance of a persistent chromosome-microtubule connection during anaphase, when sister chromatids must transit into daughter cells uninterrupted. We previously determined the structure of the Ctf19 complex, a group of kinetochore proteins at the centromeric base of the kinetochore. We now present a high-resolution structure of a Ctf19 complex sub-assembly involved in centromere-microtubule contact: the Ctf3 complex bound to the Cnn1-Wip1 heterodimer. The resulting composite model of the Ctf19 complex and live-cell imaging experiments provide a mechanism for Cnn1-Wip1 recruitment to the kinetochore. The mechanism suggests feedback regulation of Ctf19 complex assembly and unanticipated similarities in kinetochore organization between yeast and vertebrates.
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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 | 0.006 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.009 | 0.015 |
| Scholarly communication | 0.004 | 0.007 |
| Open science | 0.001 | 0.011 |
| Research integrity | 0.006 | 0.010 |
| Insufficient payload (model declined to judge) | 0.033 | 0.004 |
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".