Cost-effectiveness of a topically applied pre-operative tissue expansion device for radial forearm free flaps: a cohort study1
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVES: The objective of this study is to test the hypothesis that using a non-invasive and inexpensive pre-operative tissue expansion device (DynaClose) for radial forearm free-flap donor sites will result in a significant reduction in the cost of both in-hospital and out-of-hospital wound care compared with that of unexpanded radial forearm free-flap donor sites. DESIGN: A cohort study consisting of patients previously randomised in a randomised controlled trial. An intention to treat design was utilised. SETTING: A large tertiary care centre in eastern Ontario, Canada. PATIENTS: Thirty-four patients presenting to Otolaryngology Head and Neck clinic were enroled. Of these patients, 29 were previously enroled in a randomised controlled trial, while an additional five patients were enroled and randomised for the purpose of this study. INTERVENTIONS: Patients were randomised to either the treatment (pre-operative tissue expansion, DynaClose Expansion System) or control group. MAIN OUTCOME MEASURES: Wound care costs (in US dollars) were calculated for all patients for both in-hospital care and for patients requiring home care. Non-parametric data analysis was utilised for statistical assessment. RESULTS: There was a 93% reduction in the use of split-thickness skin grafts in the treatment group. There was a significant reduction in total wound care cost for patients in the treatment group versus the control group (P < 0.0001). Patients in the treatment group required a mean (SD) total of $36.00 (23.50) per patient, while the control group required $277.00 (325.00) of wound care. After excluding the cost of home care, the treatment group continued to have a significant reduction in total and in-hospital wound care costs compared with the control group (P < 0.001). CONCLUSIONS: Using a simple, inexpensive and non-invasive method of pre-operative tissue expansion results in a significant reduction in the costs of wound care for both in-hospital and out-of-hospital treatment. The DynaClose dynamic skin expansion system results in a cost-effective method to reduce the need of a split-thickness skin graft for coverage of a radial forearm free-flap donor site.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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