A Case of Functional Asplenia and Pneumococcal Sepsis
Bibliographic record
Abstract
Asplenia may refer to the spleen's surgical removal, functional impairment, or congenital absence. It is a risk factor for the development of severe bacterial infection. Functional asplenia is likely the most common presentation of this entity and has many etiologies. Those that are previously undiagnosed may present completely well until an episode of overt sepsis develops. The true incidence of mortality secondary to functional asplenia remains elusive. As lifetime mortality remains exceedingly high in the asplenic population regardless of etiology, markers of hyposplenism are important to detect. The present report describes an infant with trisomy 21 and previously undiagnosed functional asplenia who ultimately experienced overwhelming pneumococcal sepsis with features of Waterhouse-Friderichsen syndrome and died within 12 hours of initial presentation. It is a poignant reminder of what features to be cognizant of on peripheral blood smear in a previously well child, who may be at risk for a devastating consequence.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.009 | 0.008 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".