Respiratory Dysfunction Associated With RBC Transfusion in Critically Ill Children
Bibliographic record
Abstract
OBJECTIVE: Respiratory complications associated with RBC transfusions may be underestimated in PICUs because current definitions exclude patients with preexisting respiratory dysfunction. This study aims to determine the prevalence and characterize the risk factors and outcomes of new or progressive respiratory dysfunction observed after RBC transfusion in critically ill children. DESIGN: Prospective cohort study of all children admitted over a 1-year period. SETTING: A multidisciplinary PICU in a tertiary pediatric university hospital. PATIENTS: Patients who received a RBC transfusion while in PICU. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Two independent adjudicators established the diagnosis of respiratory dysfunction. A respiratory dysfunction associated with transfusion was considered new if it appeared after the first RBC transfusion in PICU. A progressive respiratory dysfunction associated with transfusion was diagnosed if the respiratory dysfunction was present before the transfusion and the PaO2/FIO2 or the SpO2/FIO2 ratio dropped by at least 20% thereafter. Among 842 children admitted into the PICU, 136 received at least one RBC transfusion and were analyzed. Fifty-eight cases of respiratory dysfunction associated with transfusion (43% of transfused patients) were detected, including nine new respiratory dysfunction associated with transfusion (7%) and 49 progressive respiratory dysfunction associated with transfusion (36%). Higher severity of illness, multiple organ dysfunction syndrome prior to transfusion, and volume (mL/kg) of RBC transfusion were independently associated with respiratory dysfunction associated with transfusion. A dose-response relationship was observed between transfusion volume (mL/kg) and the prevalence of respiratory dysfunction associated with transfusion. Patients with respiratory dysfunction associated with transfusion had more progressive multiple organ dysfunction and less ventilation-free and PICU-free days at day 28. CONCLUSIONS: Development of respiratory dysfunction associated with transfusion is frequent in PICU and occurs mainly in patients with prior respiratory dysfunction, who would not be identified using current definitions for transfusion-associated complications. A cause-effect relationship cannot be confirmed. However, the high prevalence and the serious adverse outcomes associated with respiratory dysfunction associated with transfusion suggest that this complication should be further studied.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".