Safety and Efficacy of Percutaneous Gallstone Extraction in High-Risk Patients: An Alternative to Cholecystectomy or Long-Term Drainage?
Why this work is in the frame
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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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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 it