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Record W4416331020 · doi:10.1007/s11764-025-01934-x

The unmet needs of gay and bisexual men following prostate cancer treatment: an integrative literature review

2025· article· en· W4416331020 on OpenAlexfundno aff
Obrey Alexis, William Garbrah, Aaron James Worsley

Bibliographic record

VenueJournal of Cancer Survivorship · 2025
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsnot available
FundersUniversity of Lethbridge
KeywordsProstate cancerHealth informaticsPublic healthHealth careSocial supportQuality of Life ResearchHuman sexualityMEDLINE

Abstract

fetched live from OpenAlex

PURPOSE: Evidence has highlighted the unmet physical and psychological needs of men throughout all stages of prostate cancer (PCa); however, much of the focus has been on heterosexual men. Research shows that gay and bisexual men (GBM) have unique and unaddressed healthcare needs. The aim of this study is to systematically review the literature by exploring the needs of GBM following their treatment for prostate cancer. METHODS: An integrative literature review sought qualitative and quantitative primary research from five databases (British Nursing Database, CINAHL, PsycINFO, PubMed, and Web of Science). A keyword search was employed, and each database was systematically searched. A thematic analysis was undertaken of relevant literature. RESULTS: The evidence shows that GBM have unmet information, support, and sexual needs. GBM with PCa frequently reported a lack of tailored information about how treatment affected their sexual health. Many felt isolated as mainstream PCa support groups catered to heterosexual men. Some GBM felt unsupported by healthcare professionals (HCPs) who seemed to overlook their unique needs. CONCLUSIONS: GBM with PCa faces distinct challenges regarding sexual health, information access, social support, and interactions with HCPs. A more inclusive approach to healthcare practices, support services, and clinical care for GBM is required. Implications for cancer survivors HCPs should caution GBM about the potential sexual dysfunction post-treatment and avoid making heteronormative assumptions. Tailored information catered to GBM should be delivered, such as signposting to support groups specifically for GBM.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.254
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.037
GPT teacher head0.436
Teacher spread0.398 · 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 teacher head, not a consensus.

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

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

Citations3
Published2025
Admission routes1
Has abstractyes

Explore more

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