Vaginal Hysterectomy Compared With Laparoscopic Hysterectomy in Benign Gynecologic Conditions
Bibliographic record
Abstract
OBJECTIVE: To compare surgical efficacy outcomes and complications after laparoscopic hysterectomy and vaginal hysterectomy performed for benign gynecologic conditions. DATA SOURCES: We performed an online search in major databases, including PubMed, Scopus, Web of Science, ClinicalTrials.gov , and the Cochrane Library from 2000 until February 28, 2023. METHODS OF STUDY SELECTION: We searched for randomized controlled trials (RCTs) that compared vaginal hysterectomy with laparoscopic hysterectomy in benign gynecologic conditions. We located 3,249 articles. After reviewing titles and abstracts, we identified 32 articles that were eligible for full-text screening. We excluded nine articles as not-RCT or not comparing vaginal hysterectomy with laparoscopic hysterectomy. Twenty-three articles were included in the final systematic review, with 22 articles included in the meta-analysis. TABULATION, INTEGRATION, AND RESULTS: Twenty-three eligible RCTs included a total population of 2,408, with 1,105 in the vaginal hysterectomy group and 1,303 in the laparoscopic hysterectomy group. Blood loss and postoperative urinary tract infection rates were lower in the vaginal hysterectomy group than in the laparoscopic hysterectomy group (mean difference -68, 95% CI -104.29 to -31.7, P <.01, I2 =95% and odds ratio 1.73, 95% CI 0.92-3.26, P =.03, I2 =0%, respectively). Vaginal hysterectomy was associated with less total operative time, less recovery time, and greater postoperative pain on the day of surgery. Other complications, including conversion to laparotomy, visceral organ damage, or wound dehiscence, were uncommon. Because of insufficient data, we were not able to stratify by surgical indication. CONCLUSION: Vaginal hysterectomy had a shorter total operative time and recovery time but greater postoperative pain on day of surgery compared with laparoscopic hysterectomy. SYSTEMATIC REVIEW REGISTRATION: PROSPERO, CRD42023338538.
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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 | 0.009 | 0.039 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.006 | 0.008 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".