Venous Thromboembolism in Sickle Cell Disease is Associated with Neutrophilia
Bibliographic record
Abstract
Venous thromboembolism (VTE) in individuals with sickle cell disease is common and portends a poor prognosis. The role of leukocyte count and its subsets on risk of VTE in sickle cell disease are not known. We conducted a retrospective case-control study and analyzed for leukocyte count at the time of VTE and 3 months prior. Leukocyte and neutrophil counts were elevated at the time of VTE (p = 0.003 and p = 0.0006, respectively) and 3 months prior (p = 0.001 and p = 0.0096, respectively) when compared to controls. Baseline leukocytosis and neutrophilia may be associated with subsequent risk for thrombosis in sickle cell disease.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.001 | 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 teacher head, 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".