Quality of life after laparoscopic removal of Essure® sterilization devices
Bibliographic record
Abstract
To assess changes in quality of life after laparoscopic removal of Essure® sterilization devices (Bayer AG, Leverkusen, Germany). In this prospective observational study in an academic research hospital, 80 women with new or worsening symptoms since placement of Essure® sterilization devices undergoing subsequent surgical removal were included. Laparoscopic removal of Essure® devices and salpingectomy with or without cornual excision were performed. Concomitant uterine procedures could be associated where indicated for gynaecological complaints. Comparison using the T student test for coupled series was done in this before-and-after study. Health related quality of life (HRQL) was the primary outcome measured by the Short Form 12 (SF-12) questionnaire and a global 10 cm visual analogue scale (VAS). Secondary outcomes included assessment of pain, using continuous (VAS) and ordinal scales (Modified McGill Pain Questionnaire), menstrual bleeding (pictorial blood loss assessment chart (PBAC) score) and surgical feasibility and safety. There was a significant improvement in quality of life in both mental and physical health aspects of the SF-12 (34.02 (+/−1.19) vs. 49.61 (+/−1.42, P < .0001) and 36.55 (+/−0.99) vs. 43.32 (+/−1.18, P < .0001 respectively) as well as global VAS assessment (+2.91 (SD +/−0.27)) at the end of the first post-operative month. These improvements were maintained at three and six months. Mean pain decreased at one month following surgery compared to baseline (VAS 3.6 (+/−0.36) to 1.4 (+/−0.25), P < .0001 and McGill pain score 18.70 (+/−1.88) to 4.73 (+/−0.90), P < .0001). Improvements of a similar magnitude were observed when analysis was restricted to the 47 women without concomitant uterine surgery. No significant changes in bleeding were seen following of Essure® device removal. Planned procedures were all successfully completed. Laparoscopic removal of Essure® devices in symptomatic women is technically successful and associated with short and medium-term improvement in quality of life as well as reduction in pelvic pain.
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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 | 0.004 |
| 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 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".