The Use of Free Tissue Transfer with An Anterolateral Thigh Flap for the Treatment of Large Keloids On the Head and Neck
Bibliographic record
Abstract
Keloids are cosmetically, psychologically and functionally debilitating wounds that have proven difficult to treat with surgical excision alone. Large keloids are particularly challenging to treat because many of the current therapies for keloids are unsuitable, and the remaining defect after excision is difficult to close. The authors report a case involving a large disfiguring keloid on the head and neck, which was treated with surgical excision and immediate reconstruction with a free anterolateral thigh fasciocutaneous flap. No further adjuvant therapy was undertaken. At one-year follow-up, there was no recurrence at the recipient site, and the donor site healed without deformity. The free fasciocutaneous anterolateral thigh flap may be effective at treating large keloids in the head and neck region; however, well-controlled clinical studies are needed to establish this.
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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) | 0.000 | 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 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".