GPT-6: Astra for healthcare

Clinical documentation support, literature summarization, and administrative workflows where a human clinician reviews every output before it touches a patient record.

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Last verified 5 September 2026.

Use GPT-6 Astra in 4 steps

Step 1 of 4

Try GPT-6 Astra in the OneInfer playground without writing code, or create an API key in the Console to call it from your app.

export ONEINFER_API_KEY="your-api-key"

The grounding number: HealthBench Professional 63.4%

GPT-6: Astra scores 63.4% on HealthBench Professional, OpenAI's evaluation of professional-grade medical reasoning. That leaves more than a third of professional-grade healthcare tasks unresolved even on OpenAI's own harness — treat it as a capable assistant for a licensed professional, not a diagnostic tool.

Example prompt

Example
Summarize the attached de-identified clinical note into a structured problem list, medication list, and open questions for physician review. Do not suggest a diagnosis or treatment change; flag anything that requires clinician judgment.

Who should look elsewhere

If you need a certified medical device, diagnostic decision support cleared for clinical use, or handling of protected health information without a completed compliance and data-processing review, GPT-6: Astra is not that product on its own and you should look for a purpose-built, regulator-cleared system instead.

Ready to test the workflow?

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Recommended access

Use pay-as-you-go API credits for a controlled evaluation on your own workload and cost profile before committing production routing.

Put GPT-6: Astra to work

Fund a controlled evaluation, start with a prepared prompt, and measure quality and cost on your own workload.

Create account & add creditsRun this with GPT-6: Astra