Free medical evidence audit

Get research-backed questions for your doctor.

Free·No account·Emailed to you·Not medical advice

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Works with doctor notes, care plans, treatment recommendations, insurance denial letters, portal messages, screenshots, and AI medical answers.

Includes cited sources and questions to ask. To avoid a generic report, we may email a few follow-up questions before sending it. Not medical advice · delete anytime.

Sample evidence-backed question

🚩 Guideline mismatch

What you were told

“Whether to start daily aspirin at your age is a delicate balance — there are pros and cons to weigh.”

Your context

A healthy 72-year-old with no prior heart attack.

What the studies actually say

USPSTF (2022) recommends against aspirin for healthy adults 60+.
ASPREE (NEJM 2018): no net benefit, more bleeding in 70+.

Question to ask your doctor

“The big trials at my age found more bleeding than benefit — is there newer evidence, or a reason specific to me, that changes the equation?”

A real finding from our audit of doctor-approved claims in OpenAI’s HealthBench — see more examples.

How it works

Upload what you were told

Add a doctor note, care plan, treatment recommendation, denial, screenshot, or AI answer.

After-visit summary
Portal message
Procedure recommendation
Medication recommendation
Insurance denial or rationale
AI medical answer
Screenshot of what you were told

We check the evidence

We review cited studies and whether they appear to fit your situation.

What was actually claimed
Which studies or guidelines support it
Whether the study population matches you
Missing context like age, condition severity, medications, prior treatments
Evidence that may point the other way

You get a report

A cited evidence report with questions for your next visit.

What was claimed
What the evidence says
What may be missing
Whether the evidence appears to fit your situation
Questions to ask your doctor
Cited sources

Does the evidence fit your situation?

Clinical evidence only helps if it applies to you. A study may depend on age, conditions, medications, prior treatments, disease severity, risks, and who was included or excluded. We look for those fit questions and turn them into follow-up questions you can ask.