Recanalization of CTOs with SoundBite™ Active Wire
Bibliographic record
Abstract
BACKGROUND: The aim of this study was to examine the safety and efficacy of the SoundBite™ Crossing System for the recanalization of infrainguinal chronic total occlusion (CTO) lesions. CTOs are frequent among patients with severe claudication or critical limb ischemia. Failure to recanalize CTOs remains common and is associated with poor prognosis. The SoundBite™ Crossing System (SoundBite Medical Solutions Inc., Montreal, QC, Canada) is a newly developed device that uses a 0.018-inch wire (SoundBite™ Active Wire) to deliver acoustic shock waves to the distal tip of a steerable guidewire to facilitate directed penetration of the proximal cap and crossing of the occlusion. METHODS: Symptomatic patients with de novo infrainguinal CTOs from 3 centers were enrolled in a prospective, single-arm feasibility study. The primary endpoint was 30-day device success defined as composite of technical success, defined as penetration and progression within the CTO with the SoundBite™ Active Wire followed by complete recanalization, and freedom from device-related major adverse events including death, urgent amputation, clinically-driven target vessel revascularization, perforation, type ≥C dissection, or distal embolization requiring intervention. RESULTS: Thirty-seven patients including 41 CTO lesions were enrolled in this study. CTO length ranged from 10 mm to 270 mm (mean 97.9±77.4 mm), and moderate-to-severe calcification was present in 24 (58.5%) of the treated lesions. CTOs were successfully crossed in 34 (91.9%) patients. No device-related adverse events occurred, resulting in a 30-day device success rate of 91.9%. Compared with baseline, 30-day ankle brachial index (0.66±0.24 versus 0.89±0.20; P<0.001) and Rutherford class (3 [2, 4] versus 0 [0, 1], P<0.001) significantly improved. CONCLUSIONS: The SoundBite™ Active Wire Crossing System feasibility study demonstrates a favorable safety and efficacy profile for the SoundBite™ Active Wire in infrainguinal CTOs.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".