Fatal transfusion‐associated graft‐versus‐host disease with concomitant immune hemolysis in a group A combat trauma patient resuscitated with group O fresh whole blood
Bibliographic record
Abstract
Transfusion-associated graft-versus-host disease (TA-GVHD) is a rare but well-established fatal complication of blood transfusion. It can occur in immunocompetent patients when they receive transfusions from human leukocyte antigen-haploidentical donors who have lymphocytes with antigens that are not recognized as foreign by the host, but that recognize the host's tissues as foreign. It is generally viewed as a T-cell-mediated process. Graft-induced immune hemolysis or passenger lymphocyte syndrome is a well-described complication of marrow or solid organ transplantation in which immune competent donor B cells produce alloantibodies to recipient red blood cell (RBC) antigens and cause hemolysis of the recipient's RBCs. It is generally considered as a separate process from GVHD, although it could be considered a type of GVHD. Despite the theoretical possibility of both a B-cell and T-cell component to TA-GVHD, detection of a humoral antibody in cases of acute TA-GVHD has not been described. We describe the clinical course and laboratory evaluation of a group A combat trauma patient who was acutely resuscitated with group O fresh whole blood and RBCs and group AB fresh-frozen plasma who experienced the onset of the clinical symptoms of TA-GVHD as well as the onset of hemolysis due to donor-derived anti-A in his plasma 11 days after transfusion.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| 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 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".