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Record W4401779852 · doi:10.21037/apm-24-64

Breast cancer survivorship among younger patients: challenges and opportunities—narrative review

2024· review· en· W4401779852 on OpenAlexaffabout
Sandy Vuong, Ellen Warner

Bibliographic record

VenueAnnals of Palliative Medicine · 2024
Typereview
Languageen
FieldMedicine
TopicReproductive Biology and Fertility
Canadian institutionsHealth Sciences CentreSunnybrook Health Science Centre
Fundersnot available
KeywordsMedicineSurvivorship curveNarrativeCancer survivorshipCancerBreast cancerFamily medicineNarrative reviewGerontologyOncologyInternal medicineIntensive care medicine

Abstract

fetched live from OpenAlex

BACKGROUND AND OBJECTIVE: Young women with breast cancer (YWBC) face unique survivorship challenges due to being diagnosed at a more vulnerable stage in life and receiving gonadotoxic and/or antiestrogen therapy during their reproductive years. The purpose of this article is to elaborate on these challenges and demonstrate how specialized supportive care programs tailored specifically for YWBC, can greatly facilitate the provision of interventions to address these challenges. METHODS: The databases used were PubMed and Medline. Articles included those that involve young women with breast cancer and survivorship care needs. KEY CONTENT AND FINDINGS: Compared to older breast cancer patients, YWBC generally require more aggressive treatments and are more likely to have a hereditary basis for their disease. Common challenges include childbearing concerns, premature menopause, body image issues, excessive fear of cancer recurrence, difficulties with intimate relationships, and financial toxicity. A possible solution to addressing these needs are longitudinal care in a specialized supportive care program, such as the PYNK Program for Young Women with Breast Cancer in Toronto, Ontario, Canada. Examples of such interventions include fast-tracking fertility preservation, aggressive management of symptoms of iatrogenic menopause, peer support groups, as well as individualized psycho-social support for the patient and her family. CONCLUSIONS: By addressing the unique needs of this population, supportive care programs can play a crucial role in empowering young women with breast cancer to cope with the physical, emotional, and practical challenges they may face during and after treatment. The limitation lies in resource availability and funding for sustainability. Ongoing research is required to better understand the needs of YWBC patients in survivorship and ensure the sustainability of programs designed to address these challenges.

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)0.008
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: Review · Consensus signal: Review
Teacher disagreement score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.375
GPT teacher head0.460
Teacher spread0.085 · 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
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

Citations12
Published2024
Admission routes2
Has abstractyes

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