Biomedical evidence workspace

BioEvidence AI

Evidence-grounded biomedical question answering with transparent PubMed citations, process visibility, and workspace-ready review workflows.

Example questionwhat is axonal injury on my mri brain report; is it a concern?
Open workspace
870 evidence-grounded answers2,949 PubMed IDsInspectable reasoning path
How it works

Built for answers that can be inspected.

BioEvidence keeps the question, retrieval path, citations, and generated answer in one review flow so the evidence stays visible from query to conclusion.

Question understanding

The system rewrites the biomedical question into complementary retrieval perspectives.

Evidence retrieval

PubMed candidates are collected through lexical BM25 and sparse or dense retrieval paths.

Citation control

Answer sentences stay connected to the PubMed sources used to support them.

Inspectable output

The answer, process, and evidence trail stay visible for review instead of hiding behind a chat bubble.

Workspace

A focused place to review biomedical answers.

Accounts keep the workflow centered on saved questions, source review, profile context, usage visibility, and controlled access to higher-touch answer workflows.

  • Question history and saved answers
  • Profile-aware review workspace
  • Usage controls for live QA access
  • Evidence-first answer export
Evaluation signal

Public evaluation context stays available when people want depth.

93.83Best answer precisionOfficial system D
95.83Best citation coverageOfficial system E
29Answer systemsSubmitted and thesis configurations
Review shared-task results
Documentation

Understand the workflow, citations, and evaluation context.

Open docs