Novel Application of a Surgeon-Operated Clysis Delivery System in Burn Surgery
Bibliographic record
Abstract
Insufflation of epinephrine-containing solutions (clysis) has shown to decrease blood loss in burn surgery. Current delivery methods are associated with significant cost and may predispose burn patients to hypothermia. This was a proof-of-concept study to evaluate a novel surgeon-operated clysis delivery system. Our initial experience with a novel fluid management system is presented. Temperature, pressure, and volume of clysis was recorded. Patient and burn factors were evaluated and complications collected. Finally, a cost-effectiveness analysis was conducted. Thirty-seven consecutive cases comprising 22 adult patients (15/22, 68% male), with a mean age of 49 years (+/-19) were reviewed. The mean % total body surface area of all patients was 39 (+/-21.7). The mean temperature, pressure, and volume of administered clysis was 32.2 degrees Celsius (+/-4.4), 265.04 mmHg (+/-56.17), and 5805.8 mL (+/-4844.4), respectively. The mean dose of epinephrine administered was 14.5 mg (+/-12.1). The mean temperature variability was 1.1 °C (+/-1.2). The total mean of packed red blood cells (PRBC) transfused was 507.6 mL (+/-624.4). There were no recorded complications. We identified a cost savings of CAD 20,766 over the cases examined, compared to our conventional clysis delivery technique. This novel technique provides rapid and safe infiltration of warmed clysis in burn surgery. We were able to maintain intra-operative euthermia. In addition, this technique may be transfusion-sparing. The introduction of this method of clysis administration was associated with significant cost-savings. Future randomized study is necessary.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".