TransCarotid Revascularization With Dynamic Flow Reversal Versus Carotid Endarterectomy in the Vascular Quality Initiative Surveillance Project
Bibliographic record
Abstract
OBJECTIVE: To compare the outcomes of TCAR with flow reversal to the gold standard CEA using data from the Society for Vascular Surgery Vascular Quality Initiative TCAR Surveillance Project. SUMMARY OF BACKGROUND DATA: TCAR is a novel minimally invasive procedure for carotid revascularization in high-risk patients that is associated with significantly lower stroke rates compared with carotid artery stenting via the transfemoral approach. METHODS: Patients in the United States and Canada who underwent TCAR and CEA for carotid artery stenosis (2016-2019) were included. Propensity scores were calculated based on baseline clinical variables and used to match patients in the 2 treatment groups (n = 6384 each). The primary endpoint was the combined outcome of perioperative stroke and/or death. RESULTS: No significant differences were observed between TCAR and CEA in terms of in-hospital stroke/death [TCAR, 1.6% vs CEA, 1.6%, RR (95% CI): 1.01 (0.77-1.33), P = 0.945], stroke [1.4% vs 1.4%, RR (95% CI): 1.02 (0.76-1.37), P = 0.881], or death [0.4% vs 0.3%, RR (95% CI): 1.14 (0.64-2.02), P = 0.662]. Compared to CEA, TCAR was associated with lower rates of in-hospital myocardial infarction [0.5% vs 0.9%, RR (95% CI): 0.53 (0.35-0.83), P = 0.005], cranial nerve injury [0.4% vs 2.7%, RR (95% CI): 0.14 (0.08-0.23), P < 0.001], and post-procedural hypertension [13% vs 18.8%, RR (95% CI): 0.69 (0.63-0.76), P < 0.001]. They were also less likely to stay in the hospital for more than 1 day [26.4% vs 30.1%, RR (95% CI): 0.88 (0.82-0.94), P < 0.001]. No significant interaction was observed between procedure and symptomatic status in predicting postoperative outcomes. At 1 year, the incidence of ipsilateral stroke or death was similar between the 2 groups [HR (95% CI): 1.09 (0.87-1.36), P = 0.44]. CONCLUSIONS: This propensity-score matched analysis demonstrated significant reduction in the risk of postoperative myocardial infarction and cranial nerve injury after TCAR compared to CEA, with no differences in the rates of stroke/death.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 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".