Evidence-Grounded Frontier Mapping and Agentic Hypothesis Generation in Nanomedicine

In three linespArticleMap combines article embeddings, similarity-graph analysis, and audited LLM workflows to generate evidence-grounded research hypotheses in nanomedicine. The system targets low-density bridge regions and cluster interfaces for discovery support. Retrospective evaluation: 10.8% gold recovery rate, recall@10 of 15.9%, future-neighborhood rate of 61.0%.

Summary generated by Claude — human-verified