PUBLICATION
Our models, published and peer-reviewed
By Oncoger team ·
Saying a clinical tool is validated is easy; being able to show it is another matter. The models behind PROTEGER were described and evaluated in an article published in the Journal of Geriatric Oncology, a peer-reviewed journal specializing in geriatric oncology.
Title: Machine learning models as a supporting tool to decide systemic therapy for older adults with cancer.
Reference: Journal of Geriatric Oncology, Volume 17, Issue 6, July 2026, 103031.
Why it matters
Peer review puts the work under the scrutiny of independent specialists: what data was used, how the models were trained and evaluated, and what performance they reached. That is the difference between a marketing claim and one anyone can go and check.
In the publication, the eligibility AUC was 0.84.
Would you like to go through the evidence with your team? Get in touch.