Safety and Efficacy of Percutaneous Gallstone Extraction in High-Risk Patients: An Alternative to Cholecystectomy or Long-Term Drainage?
Bibliographic record
Abstract
BACKGROUND: Acute cholecystitis in nonsurgical candidates is often managed with cholecystostomy tube drainage. After symptom resolution, management options include cholecystectomy, long-term tube drainage, or tube removal. Percutaneous cholecystolithotomy (PCCL) can offer another therapeutic option for patients who are poor operative candidates. STUDY DESIGN: A retrospective study of PCCL performed between December 2000 and September 2017 was conducted. Demographic characteristics, procedure details, gallstone-related complications, procedure-related complications, readmission, and mortality data were collected. RESULTS: Seventy-five patients were identified (52.0% male, 48.0% female, mean ± SD age 75.6 ± 13.9 years). Mean ± SD follow-up time was 2.8 ± 3.7 years. Most of the patients (90.7%) had an American Society of Anesthesiologists physical status classification of 3 or 4. Eleven patients (14.7%) had failed earlier cholecystectomy. A total of 96 PCCL procedures were performed, and complete gallstone removal was achieved in 68 of 75 patients (90.7%), including all patients with previously aborted cholecystectomy. The 30-day and 90-day readmission rates were 4% and 8%, respectively. Three patients (3.9%) subsequently underwent cholecystectomy after PCCL. Ten (10.4%) procedure-related complications (Clavien-Dindo grade I and II) and 17 (22.7%) gallstone-related complications occurred during the follow-up period. Postprocedural choledocholithiasis occurred in 6 patients (8.0%). Recurrent gallstones developed in 5 patients (6.3%) (3 patients undergoing cholecystectomy and 2 patients treated with cholecystostomy tube). CONCLUSIONS: PCCL is a viable option for management of symptomatic gallbladder stones in high-risk surgical patients. There is a high technical success rate, even in patients with earlier failed cholecystectomy. Most patients (77.3%) avoided gallstone-related complications after the procedure.
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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 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".