Venöz Bacak Ülserinde Kanıt Temelli Uygulamalar
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A venous leg ulcer is defined as an open lesion extending from the ankle to the mid-calf, persisting for more than six weeks. This condition is associated with increased regional pressure. Venous leg ulcers are the most common type of ulcer in the lower extremity, with an estimated incidence of approximately 1%. Long-term treatment and recurrence rates are estimated to be 50-70%. These factors have a significant impact on patients' quality of life and place a significant burden on healthcare systems. The aim of treatment of venous leg ulcers is to reduce venous pressure, stimulate wound granulation and accelerate epithelialisation and wound healing, reduce oedema, reduce pain and improve the patient's quality of life and prevent recurrence. A multidisciplinary approach is important to increase the chance of success in diagnosis, treatment and follow-up.The aim of this review is to share evidence-based approaches developed by Wounds Canada for the prevention and management of venous leg ulcers.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 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 it