Comparative evaluation of 90-day patient outcomes and healthcare encounters following extended day surgery urethroplasty
Bibliographic record
Abstract
INTRODUCTION: Most centers have shifted to an extended day surgery (XDS ) model for urethroplasty. Our study characterizes outcomes and unplanned healthcare encounters of patients undergoing XDS urethroplasty compared to case-matched inpatient controls. METHODS: We conducted a retrospective, two-surgeon, single-center study of patients undergoing XDS urethroplasty (discharge <24 hrs) from November 2020 to November 2021. Patients were case-control matched based on age, stricture length, location, and etiology to patients who had previously undergone inpatient urethroplasty. Data was analyzed using descriptive and univariable statistics. Multivariable analysis by Cox proportional hazard regression was used to identify associations with postoperative complications. RESULTS: Ninety patients (mean age=53.8 years) underwent XDS urethroplasty during the study period. Mean stricture length was 4.4 cm (standard deviation [SD ] 2.4). Rates of postoperative complications were similar between XDS (17%, n=15) and admitted patients (21%, n=19), and XDS was not associated with increased risk on univariable analysis (odds ratio [OR ] 0.65, 95% confidence interval [CI] 0.31-1.3, p=0.36). When stratifying by location, penile stricture (OR 4.21, 95% CI 1.3-13.8, p=0.02) and lichen sclerosus (OR 2.91, 95% CI 0.79-9.9, p=0.08) were associated with increased risk of postoperative complication. On multivariable analysis, only penile stricture was identified as significant (OR 4.78, 95% CI 1.2-19.4, p=0.03). Forty-eight percent (n=43) of patients had unplanned healthcare encounters postoperatively, with similar numbers of phone calls (n=37) and emergency department visits (n=36) between groups. CONCLUSIONS: Our study shows that XDS urethroplasty is not associated with increased rates of complications relative to inpatient admission. This data supports using an XDS pathway for resource-efficient treatment of urethral strictures in a universal healthcare setting.
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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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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 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".