Axillary compared to brachial access for endovascular procedures
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
Objectives Limited knowledge exists regarding access site complication rates between trans-axillary and trans-brachial approaches with sheath sizes ≥6Fr. We retrospectively reviewed our institution experience with access site complications for percutaneous trans-axillary and trans-brachial arterial interventions using sheath sizes ranging from 6Fr to 10Fr. Methods We examined 67 endovascular interventions performed over 18 months, restricted to sheath sizes of 6Fr to 10Fr. Procedures utilizing trans-brachial (41 cases) and trans-axillary (26 cases) approaches under sonographic guidance were included. Cases involving hemodialysis accesses and those requiring surgical cut-down were excluded. The primary outcome measure was the occurrence of major access site complications (SIR grade-II/III) within 30 days, with data collected on hemostasis method, sheath size, and complications. Statistical analysis involved ANCOVA and Fisher’s exact tests, with significance set at p < .05. Results Successful percutaneous arterial access was achieved in all cases using either approach (trans-axillary or trans-brachial). Closure devices were employed in all axillary punctures and in 71% of brachial punctures. Major access site complications occurred in 7 out of 41 cases (17%) in the trans-brachial group and in 4 out of 26 cases (15%) in the trans-axillary group. However, there was no statistically significant difference in complication rates between the two groups, regardless of access site or sheath size. Conclusion Trans-axillary access serves as a safe and effective upper limb access method for percutaneous endovascular procedures requiring sheath size of 7Fr or larger when compared to trans-brachial approach.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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