Local-first biomedical evidence

BioEvidence AI

Ask a biomedical question, follow the retrieval and reranking steps, then inspect an answer linked to its supporting sources.

Example questionwhat is axonal injury on my mri brain report; is it a concern?
Explore this question
870 finished example answers2,949 linked PubMed IDsLocal retrieval + inspectable trace
How it works

Built for answers that can be inspected.

BioEvidence separates question planning, PubMed retrieval, reranking, evidence selection, generation, and citation linking so each step can be reviewed.

01Question understanding

The system rewrites the biomedical question into complementary retrieval perspectives.

02Evidence retrieval

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

03Citation control

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

04Inspectable 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.

Live runs show their current step, recent questions, and source trail. Finished example runs are open to explore without signing in.

  • Recent live question history
  • Source-by-source evidence inspection
  • Public finished example runs
  • Account and access controls
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