How it works

From clinical uncertainty to evidence you can inspect.

A deliberate workflow separates the question, retrieval, synthesis, and verification steps.

01

Ask

Describe the clinical question as you would to a colleague.

02

Route

Choose focused examination, teaching, or deeper research.

03

Retrieve

Search configured guidelines, papers, books, and web sources.

04

Synthesize

Organize the findings into a readable clinical structure.

05

Verify

Open named references and inspect the evidence behind key claims.

The output

Structured enough to use. Open enough to challenge.

Lymph organizes findings while leaving the underlying reference trail available for review.

Clinical considerations and trade-offs

Guideline recommendations where retrieved

Relevant literature and source metadata

Tables and figures when the evidence supports them

Visible limitations and uncertainty

SpecialistIllustrative, deidentified case

In an older adult with atrial fibrillation and reduced renal function, what should be reviewed before adjusting anticoagulation?

Interpret question Examine evidence Map citations

Structured considerations

Review renal trajectory, dose criteria, interactions, and bleeding risk together.

  • Confirm the current renal measure and whether it is stable.
  • Apply agent-specific dose criteria rather than a single threshold.
  • Review interacting medicines and the reason for anticoagulation.
[1] Guideline recommendation[2] Drug reference[3] Primary literature

Illustrative interface only. Sources and patient context must be independently verified.

Know the difference

Four ways of approaching the same question.

ApproachStrengthConstraint
Web searchBroad discoveryRequires manual filtering and synthesis
General AI chatFast conversational outputSources and clinical boundaries may be inconsistent
Static referenceCurated depthUsually read one topic or source at a time
LymphMulti-source, structured, source-visible examinationStill requires clinician verification

For healthcare professionals

See the workflow with your own question.

Open Lymph, keep the context deidentified, and inspect the supporting evidence.