Successful umbilical cord blood hematopoietic stem cell transplantation in pediatric patients with <scp>MDS</scp>/<scp>AML</scp> associated with underlying <scp>GATA</scp>2 mutations: two case reports and review of literature
Bibliographic record
Abstract
Germline GATA2 mutations have been associated with a vast array of clinical manifestations, as well as hematological deficiencies and a propensity to AML or MDS. We present two cases of pediatric AML/MDS with underlying GATA2 mutations who underwent a successful umbilical cord hematopoietic stem cell transplantation using two different conditioning regimens. These cases illustrate the importance of recognizing the clinical features associated with GATA2 mutations and performing the appropriate molecular testing. Diagnosis of heritable gene mutations associated with familial AML/MDS has significant clinical implication for the patients and affected families.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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; both teacher heads agree on what is shown here.
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".