Eligibility matcher and adaptive arm allocator for active studies.
Eligibility matcher and adaptive arm allocator for active studies.
GLIO-CLIN is one of 11 subsystems that compose AURORA-GLIO. It is independently usable but shares the same patient representation, provenance log and governance layer as every other AURORA module.
The hardest patient in neuro-oncology is the one who is eligible for three trials and gets enrolled in none. GLIO-CLIN is the eligibility matcher and adaptive arm allocator that closes that gap, deployed on the same case data the rest of the module already sees.
It does not run trials. It surfaces them — with provenance, with caveats, with the inclusion/exclusion criteria laid bare. The clinical team decides what to do; the module makes sure no eligible patient slips through the cracks because of paperwork.
GLIO-CLIN can be installed standalone, or pulled in as part of the full AURORA-GLIO stack. Both ship the same code and weights, signed end-to-end. Pilot partners have access today; public alpha opens Q4 2026.
pip install aurora-glio[clin] aurora glio.clin match \ --case case.aurora \ --region "EU,NA"
GLIO-CLIN moves faster when the right people are in the room. Whether you carry a service line, a registry, or a few quiet weekends — there is a way in.
Sponsor GLIO-CLIN for your unit. Co-design the surface, the audit log and the override semantics with the team that built it. Pilot sponsors keep a council seat for the duration.
Run a research question on GLIO-CLIN. Federation means you can train across populations you cannot see alone. Whitepapers carry co-authorship, not acknowledgements.
GLIO-CLIN ships starter tasks tagged 'good-first-issue' on the pilot repo. SDKs in Python, TypeScript and Rust at public alpha. MIT, no CLA.
AURORA is in private pilot today and opens to the world at public alpha in Q4 2026 under MIT. If you carry the weight of these diseases — as a clinician, scientist, builder, patient or advocate — there is a seat at the table.