Project AURIONAI Use-Cases Research & Innovation
NIH National Library of Medicine
LLM

TrialGPT

LLM-based patient-to-trial matching from NIH; close to clinician accuracy on more than 1,000 patient-criterion pairs and 40% less screening time in a pilot (Nature Communications 2024). The base LLM is not named.

NIH National Library of MedicineNIH National Library of MedicineUSANational Cancer InstituteNational Cancer InstituteUSA
Overview figure of TrialGPT from its official GitHub README.
Levelmodel
ClassLLM
Parametersnot in the notes
Contextnot in the notes
Releasednot in the notes
Opennessunknown
Runs onnot in the notes
Statusnot in the notes

Industry Use Cases

Healthcare
Clinical NLP and trial matching

R&D Topics

Domain adaptation (vertical models)produced by

Deployments

National Institutes of Health
NIHpilotUSA

Clinicians spent 40% less screening time in a pilot

Clinical NLP and trial matchinggovernment statementnih.gov
Where this comes from
From G13, the deployment rows of T08 to T10, and the Indonesian-language search of 11 October 2026. An outcome claim is the organisation's own unless the evidence type says independent report.

Identity

Developer
NIH National Library of Medicine, National Cancer Institute
Family
not in the notes
Released
– sources
Weights published
–
Record checked
10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
not in the notes
Total parameters
– sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
not in the notes
Output
not in the notes
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
unknown
Licence
not in the notes sources
Access routes
research only
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Sources

  1. nih.gov/news-events/news-releases/nih-developed-ai-al... https://www.nih.gov/news-events/news-releases/nih-developed-ai-algorithm-matches-potential-volunteers-clinical-trials

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "TrialGPT", https://aurion.semai.id/models/nih-nlm-trialgpt/, records of October 2026.