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Record W3198994976 · doi:10.1016/j.jsxm.2021.07.012

Hard Times: Prostate Cancer Patients’ Experiences with Erectile Aids

2021· article· en· W3198994976 on OpenAlexaff
Lauren M. Walker, Carly Sears, Pablo Santos‐Iglesias

Bibliographic record

VenueThe Journal of Sexual Medicine · 2021
Typearticle
Languageen
FieldMedicine
TopicSexual function and dysfunction studies
Canadian institutionsCape Breton UniversityUniversity of Calgary
Fundersnot available
KeywordsProstate cancerErectile dysfunctionMedicineUrologyOncologyGynecologyInternal medicineCancer

Abstract

fetched live from OpenAlex

BACKGROUND: Prostate cancer (PCa) treatments commonly lead to erectile difficulties. While the mainstay treatment is erectile aids (EAs) to promote erectile recovery, some men never use these treatments and those whose do use EAs often abandon them in the long-term. AIM: The goal of this study was to examine PCa patients' experiences with EAs, to elucidate relationships between experiences with EAs on psychological and sexual well-being, and to explore benefits and drawbacks to EA use. METHODS: A self-report survey including validated questionnaires was administered to examine PCa patients' use and perceptions of helpfulness of EAs, and to characterize associations between use, perceived helpfulness, and psychological and sexual well-being. The survey was followed by an open-ended prompt to explore participants' experiences with EAs. OUTCOMES: We surveyed 260 North American men, up to 25 years after receiving treatment for PCa. Three groups of patients were observed, including those who used EAs and perceived them to be helpful, those who used EAs and perceived them to be unhelpful, as well as a smaller group of patients who never used EAs. RESULTS: Around 80% of the sample were using or had used EAs. Despite the high frequency of use, not all men found EAs helpful. Men who used EAs and found them unhelpful reported poorer psychological and sexual well-being compared to men who didn't use aids or who used EAs but found them helpful. Results indicated both benefits and drawbacks to the use of EAs. Benefits related largely to the efficacy of the aid in promoting erections. A wide range of drawbacks were also reported. CLINICAL IMPLICATIONS: Given the negative sexual and psychological impacts associated with using EAs and finding them unhelpful, we suggest that researchers and health care providers should take care to proactively address potential challenges that are common with EA use, and also to consider the risks of failed attempts with EAs. STRENGTHS & LIMITATIONS: By using both scaled and open-ended questions, a more nuanced picture of the relative benefits and limitations of EA use within the PCa population is presented. As responses were not mandatory, a subset of participants provided comments about the use of EAs. Additionally, the sample was quite homogenous, with mostly white, American and well-educated participants, so it therefore lacks generalizability to other populations. CONCLUSION: This paper illustrates several challenges to EA use, while providing insight into reasons for abandonment of use of EAs. Walker LM, Sears CS, Santos-Iglesias P, et al. Hard Times: Prostate Cancer Patients' Experiences with Erectile Aids. J Sex Med 2021;18:1775-1787.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0020.002
Open science0.0000.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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.

Opus teacher head0.032
GPT teacher head0.300
Teacher spread0.268 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2021
Admission routes1
Has abstractyes

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