A novel management strategy for subungual exostosis
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
Subungual exostosis is a relatively uncommon benign bone tumour that mostly affects the toes of young people and can be a source of significant impact on health-related quality of life. Treatment consists of marginal excision and meticulous wound closure. We presented a case of subungual exostosis in the hallux of a young Caucasian girl. Once diagnosed, the lesion was completely excised leaving a sizable defect in the nail bed and skin folds. A pedicled vacuum assisted closure (VAC) device was used postoperatively in an attempt to minimise the tissue deficit. At 1-year follow-up, the nail had regrown and tissue reformed producing an optimal functional and cosmetic result with no recurrence. Postoperative wound complications in the setting of subungual exostosis are significant and a great variability exists in their appropriate management. We presented the novel use of the VAC device in the successful management of subungual exostosis.
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 | 0.000 |
| 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) | 0.000 | 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