Elevated Levels of Coagulation Factor VIII in Patients With Venous Leg Ulcers
Bibliographic record
Abstract
Chronic venous disease affects millions of people around the world. Venous valvular incompetencies and venous reflux, often a result of outflow obstruction are important contributors to venous disease. The prevalence of thrombophilia is increased in patients with chronic venous insufficiency (CVI). The recognition of underlying thrombophilia particularly in young patients opens new avenues in the management and prevention plan. We emphasize on the consideration of workup for coagulopathy, especially factor VIII deficiency in young patients with venous disease. We report 3 patients with chronic leg ulcers and high levels of FVIII:C activity in plasma and other associated thrombophilic factors. We highlight the need to get a workup done for thrombophilia in young patients with recurrent and chronic leg ulcers related to venous insufficiency or livedoid vasculopathy. Further studies with larger sample sizes are required to define the definite indications for the thrombophilia workups.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".