Oncological, surgical, and cosmetic outcomes of endoscopic <i>versus</i> conventional nipple-sparing mastectomy: meta-analysis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Endoscopic nipple-sparing mastectomy has been developed to improve the cosmetic outcomes of conventional nipple-sparing mastectomy. This meta-analysis compares surgical, quality of life and oncological outcomes of endoscopic nipple-sparing mastectomy versus conventional nipple-sparing mastectomy. METHODS: PubMed and Embase were systematically reviewed to identify literature relevant to endoscopic nipple-sparing mastectomy and conventional nipple-sparing mastectomy literature published through to August 2023. The risk of bias was assessed using the Newcastle-Ottawa Scale, and proportional and pairwise random-effects meta-analysis was performed. Surgical (operative time, duration of hospital stay, blood loss, necrosis, overall complications), quality of life (cosmesis, pain, nipple-areolar complex sensitivity) and oncological outcomes (margin positivity, recurrence, metastasis and breast cancer-specific mortality rate) were evaluated. RESULTS: Of 1286 articles retrieved, 51 endoscopic nipple-sparing mastectomy studies and 12 conventional nipple-sparing mastectomy reviews were analysed; 10 non-randomized comparative studies (656 patients) were included in the pairwise analysis and 36 studies (comparative and single-group cohort studies; 2612 patients) in the proportional meta-analysis. Results showed no differences in oncological outcomes (mean follow-up of up to 52 months), comparable overall (OR = 0.49; P = 0.100) and necrotic complications (OR = 0.45; P = 0.150), and improved cosmetic satisfaction (OR = 1.88; P = 0.020). Comparing only single-incision endoscopic nipple-sparing mastectomy to conventional nipple-sparing mastectomy significantly reduced postoperative necrosis (OR = 0.19; P = 0.008). The proportional meta-analysis produced oncological and surgical outcome rates comparable to or lower than conventional nipple-sparing mastectomy rates. However, longer operative time (weighted mean difference = 43.08 min; P < 0.00001) and duration of hospital stay (weighted mean difference = 0.72 days; P = 0.0007) were observed. CONCLUSION: Endoscopic nipple-sparing mastectomy does not affect oncological outcomes in up to 52 months mean follow-up when compared with conventional nipple-sparing mastectomy and provides better cosmetic satisfaction, with a reduced risk of necrosis after single-incision endoscopic nipple-sparing mastectomy. As such, endoscopic nipple-sparing mastectomy may become a viable breast surgery option.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.006 | 0.002 |
| 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) | 0.002 | 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 it