Clinical relevance before curiosity
ElixirFeed considers whether a finding may change awareness, practice, future trials, or public understanding. Interesting but weakly actionable findings should not dominate the feed.
Clinical research feed
Clinical research feed for high-signal biomedical papers
ElixirFeed helps clinicians and serious health readers track selected biomedical papers with evidence-aware summaries and caveats.
Scan
Score
Explain
clinical research feed
Selection is the product.
A clinical research feed should not be a dump of every matching paper. ElixirFeed highlights studies that appear more likely to be clinically or practically meaningful, then explains them in a compact format.
Favors strong designs and meaningful endpoints
Calls out uncertainty instead of flattening papers into hype
Supports broad biomedical categories beyond one specialty
Workflow
From research firehose to short ranked feed
ElixirFeed keeps the ranking workflow visible because the differentiator is the filter, not generic article rewriting.
Scan broad PubMed output
ElixirFeed starts with the biomedical firehose rather than one narrow keyword query.
Discard low-signal candidates
Records without usable abstracts and obvious low-impact matches are removed before enrichment.
Rank by evidence and impact
Human evidence, clinical relevance, public usefulness, novelty, journal context, and prominence signals shape the score.
Explain only selected papers
The highest-ranking studies become readable briefs with takeaways, caveats, categories, and source links.
Caveats stay visible
Selected papers are presented with summaries, known unknowns, and study-type context so readers can separate strong signals from early-stage claims.
A feed for scanning, then deciding
The goal is quick triage. Readers can scan titles, study types, journals, summaries, and tags before opening the full paper or PubMed source.
Built for high-signal readers
Clinicians keeping up with major findings
Residents and students learning outside assigned reading
Health professionals tracking research without newsletter sprawl
Questions readers ask
ElixirFeed is a research discovery product, not medical advice or a replacement for source-paper review.
Is this built only for doctors?
No. Clinicians are one audience, but the feed is also useful for founders, writers, researchers, and health-focused readers.
Does ElixirFeed include animal and in vitro studies?
Yes, when they score highly enough, but human evidence and clinically meaningful outcomes are weighted heavily.
Can readers personalize the feed?
Signed-in users can use account features such as preferences, bookmarks, votes, comments, and subscription-only translations depending on plan.
Read the feed that already did the filtering
Start with the public preview, then create a free account when you want the regular recent feed.