The Absorbable Dermal Staple Device: A Faster, More Cost-Effective Method for Incisional Closure
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
BACKGROUND: Closure with dermal sutures is time consuming, may increase the risks of inflammation and infection secondary to foreign body reaction, exposes the surgeon to possible needlestick injuries, and has variable cosmetic outcomes depending on each surgeon's technique. The absorbable INSORB dermal stapler is hypothesized to be faster and more cost effective than sutures for dermal layer closures and provides a safer and more consistent result. METHODS: This is a prospective, randomized, controlled study. Patients undergoing bilateral breast reconstruction with tissue expanders had one incision randomized to dermal closure with absorbable dermal staples. The contralateral side was closed with dermal sutures. During the expansion period, wounds were assessed by a blinded plastic surgeon using the 13-point Vancouver Scar Scale. At the time of implant exchange, both scars were excised and examined for histologic signs of inflammation. RESULTS: Eleven patients (22 incisions) were enrolled in the study. The dermal stapler was four times faster than standard suture closure, reducing closure time by 10.5 minutes (p <or= 0.001). Overall cost savings with the dermal stapler was $220 per case. In the early postoperative period, the dermal stapler had a higher Vancouver Scar Scale score than sutures because of superior wound eversion, a beneficial characteristic for wound healing. By 4 months postoperatively, no significant difference in scar scores was found between interventions. At 6 months, histologic analysis suggested decreased inflammatory cell invasion of the dermal stapler-closed scar. CONCLUSION: Closure using the absorbable dermal stapler can be performed significantly faster than standard suture closure techniques, allowing for a more cost-effective incisional closure with equivalent cosmetic results.
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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