Androgen Deprivation Therapy for Prostate Cancer: Recommendations to Improve Patient and Partner Quality of Life
Bibliographic record
Abstract
INTRODUCTION: Because of improved prostate cancer detection, more patients begin androgen deprivation therapy (ADT) earlier and remain on it longer than before. Patients now may be androgen deprived for over a decade, even when they are otherwise free of cancer symptoms. AIM: An ADT Survivorship Working Group was formed to develop and evaluate interventions to limit the physiological and emotional trauma patients and their partners experience from this treatment. METHODS: The multidisciplinary Working Group met for 2 days to define the challenges couples face when patients commence ADT. A writing sub-group was formed. It compiled the meeting's proceedings, reviewed the literature and, in consultation with the other members of the working group, wrote the manuscript. MAIN OUTCOME MEASURES: Expert opinion of the side effects of ADT that affect the quality of life (QOL) of patients and their partners and the recommendations for managing ADT to optimize QOL were based on the best available literature, clinical experience, and widespread internal discussions among Working Group members. RESULTS: Side effects identified as particularly challenging include: (i) body feminization; (ii) changes in sexual performance; (iii) relationship changes; (iv) cognitive and affective symptoms; and (v) fatigue, sleep disturbance, and depression. Recommendations for managing ADT include providing information about ADT side effects before administration of ADT, and, where appropriate, providing referrals for psychosocial support. Sexual rehabilitation principles for persons with chronic illness may prove useful. Psychological interventions for sexual sequelae need to be offered and individualized to patients, regardless of their age or partnership. Support should also be offered to partners. CONCLUSIONS: Our hope is that this plan will serve as a guide for optimizing how ADT is carried out and improve the lives of androgen-deprived men and their intimate partners.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.009 | 0.017 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.004 | 0.003 |
| Research integrity | 0.007 | 0.009 |
| Insufficient payload (model declined to judge) | 0.009 | 0.005 |
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 source (direct Gemma or distilled Codex), 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".