Gynecological cancers and urinary dysfunction: a comparison between endometrial cancer and other gynecological malignancies
Bibliographic record
Abstract
The purpose of this paper is to provide a narrative overview of the available literature about voiding dysfunction in women with gynecological cancer before and after surgical, chemo- and radiotherapy treatments. Radical surgery, radiotherapy, and chemotherapy may cause lower urinary tract dysfunction such as stress and urge urinary incontinence, and voiding difficulties. However, nerve-sparing radical hysterectomy may be a valid surgical approach in order to reduce bladder innervation impairment and maintain normal urinary function. Also, newer radiotherapy techniques significantly reduce the number of adverse effects, including bladder dysfunction. Pelvic floor muscle physiotherapy and training with biofeedback and urethral bulking agents represent some additional therapies that can be used in oncologically treated patients with urinary symptoms in order to improve a significant aspect of their quality of life. Considering the important impact on the patients' quality of life, a full urogynecological evaluation should be considered as an important part of oncological treatment and follow-up.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.000 |
| 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 | 0.001 | 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 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".