Thymic cortical epithelium induces self tolerance
Bibliographic record
Abstract
Because of its role in positive selection, the ability of cortical epithelium to induce tolerance is controversial. On the one hand, experiments with transplanted thymuses showed that the recipients were functionally tolerant of all the antigens expressed by the cells of those thymuses, including cells of the cortical epithelium. On the other, the keratin 14 (K14) transgenic mouse strain, which expresses MHC class II on cortical epithelium under the control of the K14 promoter, does not seem to be tolerant of the transgenic MHC molecule. Here we tested whether the lack of tolerance in the K14 mouse might be more apparent than real. We found that K14 mice are indeed completely tolerant of K14 cortical thymic epithelium, whereas they remain reactive to tissues that express the same MHC allele under normal genetic control. These results establish the ability of cortical epithelium to induce central tolerance, and impinge on several of the models concerning positive selection of newly developing T cells.
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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 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".