A qualitative study of sexual health and function of females with pelvic cancer
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: Pelvic cancers are among the most common cancers, impacting millions of individuals worldwide annually. However, little is known about the impact of more rare pelvic cancers on the sexual health of females. Aim: In this study we explored sexual health experiences of female pelvic cancer survivors (FPCS) and their healthcare providers (HCP) in order to identify the most salient impacts of pelvic cancer on sexual function. Methods: = 9). For data analysis, qualitative framework analysis was used. Outcomes: We used the collected data and analysis of findings to establish recommendations including ways to improve sexual health and function in female survivors of pelvic cancer. Results: Most FPCS experienced negative impacts on their sexual health and function through increased pain and dryness, bleeding due to atrophy, decreased libido, and psychosocial issues such as body dysmorphia. Females with the rarer vulvar and vaginal cancers faced additional challenges to their sexual health such as shortening of vaginal canals, high levels of neuropathy, lack of sexual activity with their partners, and suicidal ideation. FPCS had unmet sexual health needs, which can be attributed to lack of appropriate training by HCPs and lack of resources and availability of services. Although HCPs recognized the importance of providing sexual healthcare, they lacked confidence in their ability to facilitate a conversation on sexual health with their patients, and often avoided this topic. Clinical implications: The sexual health outcomes of FPCS can be improved by providing targeted training for HCPs, developing standard resources for sexual health, and integrating tiers of support, including group interventions and counseling. Strengths and limitations: The main strength of this study is that data were collected from HCPs as well as FPCS, thus providing a more in-depth overall picture of the current strengths and weaknesses of the resources for sexual health support available for this patient population. A limitation of this study is that the experiences of transgender men were not captured. Conclusions: Sexual difficulties are very common in all FPCS, particularly survivors of vulvar and vaginal cancers. Improvement of sexual health outcomes is needed in this patient population, which can be achieved by providing more training for HCPs, developing robust resources for FPCS and their sexual health, and providing more opportunities for tiered support.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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