Demo

Variant literature intelligence

Searches PubMed for the (gene, variant, tumor type) triple, ranks by recency, citations, term match, article type, and KG alignment. Returns a paraphrased summary that cites every claim.

Educational use only. UNMIRI is not a medical device. This literature summary is reference material, not clinical advice. Always consult primary sources for clinical decisions.

Try an example

What this view shows

Publications curated by CIViC for the queried variant, grouped by PMID and ranked by how many evidence items cite each paper. Engine 3 in production adds an LLM-summarized paraphrase layer and continuous PubMed surveillance for medical-affairs watchlists — that's the 14-day trial. Per-variant evidence detail without the summary layer lives on /lookup.

Try a worked example:

EGFR L858R · lung

Classic NSCLC literature, well-cited.

BRAF V600E · melanoma

Vemurafenib / dabrafenib lineage.

BRCA1 · ovarian

PARP-inhibitor era literature.

Variant-aware literature for medical affairs

UNMIRI Engine 3 packages this variant-aware feed for precision-oncology biotech medical affairs teams — watchlists, KOL ranking, MLR-defensible digests.

See Engine 3 →Causaly comparison →H1 comparison →