ReviewCancers2023
Breast Cancer Risk Assessment Tools for Stratifying Women into Risk Groups: A Systematic Review.
Review in Cancers, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Development and performance of female breast cancer incidence risk prediction models: a systematic review and meta-analysis.Annals of medicine · 2025Pooled it
- Understanding patient perspectives on breast cancer risk: a qualitative study to inform genetic testing communication in the primary care setting.Journal of community genetics · 2026Article
- Article
- Key stakeholders' perspectives on implementation of risk-based population breast cancer screening in Australia - "We can either get on the bus or get under it".Archives of public health = Archives belges de sante publique · 2025Article
- Risk-adjusted breast screening: an Australian perspective and considerations for the Western Pacific.The Lancet regional health. Western Pacific · 2025Review
- Review
- Article
- Defining the Need for Services for Patients at High Risk of Breast Cancer at a Safety-Net Hospital: An Approach to Narrowing the Disparities Gap.Annals of surgical oncology · 2024Article
- Article
- Editorial for the Special Issue "Breast Cancer-Therapeutic Challenges, Research Strategies and Novel Diagnostics".Cancers · 2023Article
- Article
- From Awareness to Action: A Review of Efforts to Reduce Disparities in Breast Cancer Screening.Cureus · 2023Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
backgroundThe benefits and harms of breast screening may be better balanced through a risk-stratified approach. We conducted a systematic review assessing the accuracy of questionnaire-based risk assessment tools for this purpose.
methodsPopulation: asymptomatic women aged ≥40 years; Intervention: questionnaire-based risk assessment tool (incorporating breast density and polygenic risk where available); Comparison: different tool applied to the same population; Primary outcome: breast cancer incidence; Scope: external validation studies identified from databases including Medline and Embase (period 1 January 2008-20 July 2021). We assessed calibration (goodness-of-fit) between expected and observed cancers and compared observed cancer rates by risk group. Risk of bias was assessed with PROBAST.
resultsOf 5124 records, 13 were included examining 11 tools across 15 cohorts. The Gail tool was most represented (
conclusionSome risk tools can identify groups of women at higher or lower breast cancer risk, but this is highly dependent on the setting and population.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.