Abstract W MP34: Safety and Efficacy of Hydrosoft Coils in the Treatment of the Aneurysm Neck: Preliminary Results From the GEL THE NEC Registry
Bibliographic record
Abstract
Background and Purpose: The HydroSoft coil was developed to be placed along the aneurysm neck to enhance intracranial aneurysm healing. In order to better understand the safety and efficacy of Hydrosoft coils in treating the aneurysm neck, the GEL THE NEC multicenter registry was developed. We report immediate angiographic and clinical results of this prospective registry. Methods: The GEL THE NEC study was undertaken at 30 centers in 5 countries. Patients aged 21-90 years with a ruptured or unruptured aneurysm 3-15 mm in size were eligible for enrollment. For each patient the following data were obtained: demographics and comorbidities, aneurysm geometry, use of adjunctive devices, immediate angiographic outcomes, and early (<30 days) adverse events. Postoperative anatomic results were graded by on-site neuroradiologists using the Modified Raymond Scale (Raymond 1=complete obliteration of aneurysm including the neck, Raymond 2=contrast filling the neck of the aneurysm without opacification of the aneurysm sac, Raymond 3=contrast filling the sac of the aneurysm). Predictors of good angiographic outcome were studied using chi-squared and t-tests. Results: A total of 571 patients with 571 aneurysms have been treated thus far in the study (196 ruptured, 375 unruptured). HydroSoft coils were successfully deployed in 549 (96.3%) of these patients. Adjunctive devices were used in 307 cases (53.8%) (212 balloon assistance, 89 stent). Aneurysmal occlusion rates were the following: 261 patients (47.3%) exhibited Raymond 1 occlusion, 257 patients (47.0%) had Raymond 2, and 29 patients (5.3%) had Raymond 3. Early post-operative stroke occurred in 10 patients (1.8%). Aneurysm perforation occurred in 11 patients (1.9%). Coil prolapse/migration occurred in 8 patients (1.4%). Early post-operative death occurred in 3 patients, all of whom presented with SAH (0.5%). Small aneurysm neck size was a significant predictor of good angiographic outcome (P=0.0003). Conclusions: Endovascular treatment of intracranial aneurysms with HydroSoft coils resulted in high rates of satisfactory occlusion (94.3%) and low rates of major clinical complications. Aneurysm neck size was a significant predictor of angiographic outcomes.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.002 | 0.001 |
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".