Drug‐Coated versus Conventional Balloons to Improve Recanalization of a Coronary Chronic Total Occlusion after Failed Attempt: The Improved‐CTO Registry
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
Background . Chronic total occlusion (CTO) plaque modification (CTO‐PM) is often used for unsuccessful CTO interventions. Methods . A multicenter, prospective study included consecutive patients with failed CTO recanalization. At the end of the failed procedure, patients received either a conventional (CB) or drug‐coated balloon (DCB) for CTO‐PM at the operator’s discretion and underwent a new attempt of CTO recanalization ∼3 months later. Results . A total of 55 patients were enrolled (DCB: 22; CB: 33), with a median age of 66 years. The median J‐score was 3, and CCS angina classes III–IV were present in 45% of the patients. After the first CTO‐PCI attempt, no in‐hospital cardiac deaths were registered. The overall rate of in‐hospital myocardial infarction was 3.6%, without significant differences between the DCB and CB groups (4.5% after DCB vs 3.0% after CB, p = 0.999). The success rate of the second CTO‐PCI attempt was 86.8%, with a periprocedural complication rate of 5.7% and with an overall rate of in‐hospital complications of 24.5%, without significant differences between the 2 groups (13.6% in the DCB group vs 32.2% in the CB group, p = 0.195). Compared with CB, in the DCB group, the second CTO‐PCI required a shorter median fluoroscopy time (33 vs 60 min, p < 0.001), a lower contrast volume (170 vs 321 cc, p < 0.001), and a lower radiation dose (1.7 vs 3.3 Gy, p < 0.001). At 1‐year follow‐up, outcomes were comparable between the 2 strategies, target vessel failure occurred in 5.7% and major adverse cardiovascular events in 18.2% (13.6% in the DCB group vs 21.2% in the CB group, p = 0.494). Conclusions . PM after CTO recanalization failure is safe and warrants high success rates when a second attempt is performed. A DCB strategy for CTO‐PM does not seem to ensure higher success or better clinical outcomes, but its use was associated with simpler staged procedures. This trial is registered with NCT05158686 .
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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) | 0.001 | 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 it