Paper Intelligence

How Synapse reads a paper

Every paper that enters Synapse passes through a multi-stage enrichment pipeline. We pull structured data from OpenAlex, scrape publisher landing pages for author-written content, and layer in LLM-extracted clinical evidence, PICO structure, implications, concept graphs, and social signals. The result is a searchable, rankable, clinically-actionable record — not just an abstract.

The pipeline stages

Each paper is a traceable chain of stages. If any stage fails, skips, or silently degrades, the rest of the chain knows.

Pipeline data temporarily unavailable.

For journals and partners

Synapse can ingest richer content when publishers expose it — structured abstracts, Clinical Perspective / Key Points callouts, linked editorials, graphical abstracts, and supplementary materials. If you publish cardiology research and would like your content represented at full fidelity, get in touch.

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