Bibliographic record
Abstract
A case of hereditary haemochromatosis developing in a non-hereditary haemochromatosis recipient following transplantation of a C282Y heterozygous donor liver The widespread application of liver transplantation has been the single most important therapy to extend long term survival in patients with a variety of acute and chronic liver diseases. A fringe benefit of liver transplantation has been identification, confirmation, and cure of the metabolic basis of diseases.1 Haemophilia patients transplanted for chronic hepatitis C are cured of their clotting disorder, and patients transplanted for Wilson disease show no signs of copper accumulation following transplantation. Although many transplant recipients have mild to moderate iron overload at the time of transplantation, liver transplantation has been uncommon in homozygotes for the C282Y mutation of the HFE gene for haemochromatosis, and the metabolic effects on iron metabolism have not been clearly established.2 Studies in which C282Y homozygous donors have been transplanted into normal recipients have …
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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) | 0.000 | 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 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".