Retrospective Comparison of Open versus Endovascular Procedures for Takayasu Arteritis
Bibliographic record
Abstract
OBJECTIVE: To compare the outcomes between vascular surgery and endovascular procedures in a cohort of patients with Takayasu arteritis (TA). METHODS: A retrospective cohort study was conducted of patients with TA who underwent vascular interventions at a tertiary center between 1984 and 2009. The American College of Rheumatology criteria for TA were used to select patients. Disease activity was assessed according to the Kerr criteria. Data are reported using descriptive statistics and Kaplan-Meier methods for complication rates. RESULTS: The cohort included 66 patients with TA who underwent 119 vascular procedures (surgery 93; endovascular repair 26). The most frequent indication for vascular surgery and endovascular procedure was arm claudication (surgical group 43%, endovascular repair group 31%). In 59% of the vascular surgical procedures and in 38% of endovascular procedures, the disease was active within 1 month of intervention. The most frequent arterial lesion requiring intervention was the aorta (28%) in the vascular surgery group and the subclavian (35%) in the endovascular repair group. Early complications occurred after 15 surgeries and 4 endovascular repair procedures (p = 0.93). Late complications occurred after 34 surgical procedures and 10 endovascular repair procedures (44% vs 66%, respectively; p = 0.33). The majority of complications in both groups were restenosis. Hypertension, dyslipidemia, and higher doses of corticosteroids were associated with an increased risk of postprocedural complications and restenosis. CONCLUSION: In patients with TA, both open surgical and endovascular revascularization procedures are associated with high failure rates and frequent operative complications. Traditional cardiovascular risk factors, corticosteroid dose, and active disease are risk factors for restenosis after revascularization procedures.
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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 | 0.001 |
| 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 | 0.000 |
| 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".