Stone removing efficiency and safety comparison between single use ureteroscope and reusable ureteroscope: a systematic review and meta-analysis
Bibliographic record
Abstract
BACKGROUND: Urologists are gradually beginning to use single-use ureteroscopes (sufURSs), despite a lack of high-level evidence as to their efficacy and safety. This systematic review was registered on PROSPERO (no. CRD42020181808). METHODS: The PubMed, Embase, Web of Science, and Cochrane Library databases were searched for studies published before October 1, 2020. Jadad score tools were used to evaluate the quality of the included randomized controlled trials (RCTs) and the Newcastle-Ottawa Scale (NOS) was used to evaluate the quality of the included nonrandomized studies. Two researchers independently extracted data according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) principles. A data synthesis was performed using Stata 15.0. Heterogeneity was mainly evaluated with I2 tests. In addition to funnel plots, Egger's and Begg's tests were used to detect publication bias. A sensitivity analysis was also performed. Stone-free rates and postoperative complications were the 2 primary outcomes; operation-time data were also extracted. RESULTS: Six studies (comprising 887 patients) containing the efficacy data and 5 studies (comprising 952 patients) containing the safety data that were finally included in the quantitative analysis. In relation to stone removal, no significant difference was found in terms of efficacy [Mantel-Haenszel statistic (M-H), relative risk (RR): 1.01, 95% confidence interval (CI): 0.96-1.07, P=0.658) or safety (M-H, RR: 1.30, 95% CI: 0.96-1.75, P=0.093) between the sufURS and the reusable flexible ureteroscope (rfURS), and no significant heterogeneity was found. A publication bias was detected in the efficacy comparison; however, the trim-and-fill analysis indicated that the original synthesis results remained stable. CONCLUSIONS: In relation to stone removal, sufURSs were found to be comparable to rfURS, and no compromising complications were found. However, the results should be treated with caution due to limitations related to the small number of studies included in the analysis.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.009 | 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 | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".