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Record W3137843048 · doi:10.1016/j.jsxm.2021.01.087

017 Sexual Rehabilitation Recommendations for Prostate Cancer Survivors and Their Partners from a Bio-psycho-social Prostate Cancer Supportive Care Program

2021· article· en· W3137843048 on OpenAlexaff
Wallace Yuen, Luke Witherspoon, Eugenia Wu, Narynder Johal, Wen-Shen Liao, S. Sheikoleslami, Christine Zarowski, M. Sundar, Celestia S. Higano, Ryan Flannigan

Bibliographic record

VenueThe Journal of Sexual Medicine · 2021
Typearticle
Languageen
FieldMedicine
TopicCancer survivorship and care
Canadian institutionsVancouver General HospitalOttawa HospitalUniversity of British Columbia
Fundersnot available
KeywordsProstate cancerPsychosocialRehabilitationMedicineSexual dysfunctionCancerFamily medicineHuman sexualityPhysical therapyPsychiatryInternal medicine

Abstract

fetched live from OpenAlex

Rehabilitative approaches for sexual dysfunction following prostate cancer treatment have largely focused on biomedical therapies despite growing evidence that psychosocial needs are equally important. The present prostate cancer supportive care program’s sexual rehabilitation clinic utilizes a bio-psycho-social approach to manage prostate cancer survivors and their partners via sexual medicine trained registered nurses, with access to physician and counsellor consultations. Despite several centers establishing programs, specific recommendations to patients have not been previously published. The aim of this study is to highlight a novel tool, the Sexual Health Rehabilitation Action plan (SHRAP) and describe its use in providing individualized bio-psycho-social care to prostate cancer patients enrolled in our program. The frequency of bio-psycho-social recommendations provided to patients via the SHRAP were assessed and conclusions drawn surrounding what recommendations were made. Retrospective analysis of data obtained from patient charts, semi-structured interviews and SHRAPs were conducted for visits between July 2013-June 2019. The SHRAP is a standardized 29-item list of bio-psycho-social recommendations. Recommendations of relevance for patients at each appointment visit. The SHRAP contains biomedical strategies (i.e. phosphodiesterase-5 inhibitor (PDE5i’s) therapy, vacuum pump erection device); educational strategies (i.e. penile massage, orgasmic guidelines); psychosexual strategies (i.e. pleasure-focus, sexual aids); and referral programs (i.e. counseling, couples intimacy workshops).

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)0.002
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.040
GPT teacher head0.388
Teacher spread0.347 · 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 designNot applicable
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

Citations1
Published2021
Admission routes1
Has abstractyes

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