Critical Diamond–Blackfan anemia due to <i>ribosomal protein S19</i> missense mutation
Bibliographic record
Abstract
Diamond-Blackfan anemia (DBA) is a rare congenital disorder characterized by pure erythrocyte aplasia, and approximately 70% of patients carry mutations in the genes encoding ribosomal proteins (RP). Here, we report the case of a male infant with DBA who presented with anemic crisis (hemoglobin [Hb] concentration 1.5 g/dL) at 58 days after birth. On admission, the infant was pale and had tachypnea, but recovered with intensive care, including red blood cell transfusions, and prednisolone. Based on the clinical diagnosis of DBA, the father of the infant had cyclosporine-A-dependent anemia. On analysis of RP genes when the infant was 6 months old, both the infant and the father, but not the mother, were found to harbor a mutation of RPS19 (c.167G > C, p. R56P). Therefore, genetic background search and early neonatal health check-ups are recommended for families with a history of inherited bone marrow failure syndromes.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 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".