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Evidence retrieval

OpenEvidence

OpenEvidence

Answers clinical questions using a medical evidence search and synthesis interface with linked source material.

Designed for

Clinician

Care setting

Point of care

Specialty

Multispecialty

Public evidence assessedReviewed August 31, 2026

Our assessment

Bottom line

OpenEvidence has promising physician-rated performance on real clinical questions and unusually strong market adoption. The evidence remains emerging, with important unanswered questions about retrieval completeness, citation support for individual claims, conflicting evidence, and independent replication.

Based on public sources. RIR did not independently test this product. This is not an endorsement or recommendation.

What the evidence supports

Reviewed official materials establish a real medical evidence search and synthesis product for clinicians.

What remains uncertain

Independent testing of retrieval completeness, citation fidelity, conflict handling, and effects on clinical decisions remains limited here.

How it was studied

Public evidence includes developer materials and recent blinded physician evaluations of answers to real point-of-care questions. A 2026 preprint used 620 real-world queries and 149 practicing physicians, but independent replication and direct citation-level audit remain important.

Product facts

Intended use
Retrieve and synthesize medical literature and guideline information in response to clinician questions.
Represented version
Public product materials accessed August 2026; software version not specified
Regulatory context
Regulatory classification was not independently determined from the reviewed public materials.

Sources reviewed

3 public sources represented in this evidence profile.

Expert evaluation on real point-of-care queries, preprintPrimary evidenceOpenEvidence platformOfficial productOpenEvidence content partnershipsOfficial documentation
For clinical and investment reviewEvidence context and questions for deeper review

Evidence source base

Developer documentation and emerging preprint evidence. Funding, author affiliation, question sampling, and exact product version should be displayed with each result.

Important limitation

Answer preference and benchmark performance do not by themselves prove retrieval completeness, citation support for each claim, safe handling of conflicting guidance, or better patient decisions.

Questions to ask

  1. 01How often does a citation fail to support the generated claim?
  2. 02How are conflicting guidelines presented?
  3. 03Which sources and publication dates are excluded?
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