Autologous peripheral blood progenitor cells are a potential source of parvovirus B19 infection
Bibliographic record
Abstract
BACKGROUND: Parvovirus B19 is a cause of delayed red blood cell (RBC) engraftment after marrow transplantation (BMT). The diagnosis of parvovirus infection requires serologic and DNA testing in the context of clinical disease and characteristic marrow morphologic findings; however, the source of infection is often difficult to determine. STUDY DESIGN AND METHODS: Investigation of a case of delayed RBC engraftment and pure RBC aplasia (PRCA) occurring 3 months after autologous peripheral blood progenitor cell (PBPC) transplantation in a patient with high-risk diffuse large B-cell lymphoma. DNA testing of serum and of a sample of cryopreserved PBPCs was performed. RESULTS: Marrow morphology showed a maturational arrest of erythroid cells with giant proerythroblasts. Polymerase chain reaction and nucleic acid hybridization confirmed the presence of parvovirus DNA in the serum and in a sample of sequestered PBPCs saved at the time of PBPC harvest. PRCA resolved after the administration of intravenous immune globulin. CONCLUSION: Autologous PBPCs are a potential source of parvovirus infection, which may cause significant disease after autologous BMT.
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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) | 0.000 | 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) | 0.002 | 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".