Fanconi anemia and risk of diverse types of cancer: An overview
Bibliographic record
Abstract
Fanconi anemia (FA) is a rare genetic disorder caused by a mistake in DNA repair that results in a variety of clinical signs and symptoms with varied incidence, most notably progressive bone marrow loss (depending on the affected gene), congenital abnormalities, and a propensity for malignancy. Cancer-prone FA is an unusual condition caused by alterations in at least 22 genes. DNA repair, in particular interstrand DNA crosslink (ICL) repair, is associated with the FA pathway. Cellular susceptibility to DNA cross-linking substances like diepoxybutane is a feature of FA. The report was mailed to 34 Fanconi Canada participants in August 2000 who also had FA confirmed by chromosomal breakage. FA is more prevalent among Spanish Gypsies, Afrikaners, and Ashkenazi Jews in addition to being more prevalent among Ashkenazi Jews. The bone marrow failure of FA can be effectively treated with androgens and hematological growth factors, but the majority of patients develop resistance to these medications. Hematopoietic stem cell transplantation is an option for these patients if a donor is available.
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 | 0.000 |
| 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 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".