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# Biomedical News Fact-Checker & Research Evidence Finder
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This app helps you understand if the scientific claims in health or biomedical news articles are supported by real research.
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## What does this app do?
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- **Extracts key scientific claims** from a news article.
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- **Finds the most relevant PubMed biomedical research papers** for each claim.
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- **Checks which sentences in those papers support, contradict, or are neutral** to each claim (color-coded: green=support, red=contradict, gray=neutral).
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- **Gives you a simple, plain-English summary** of the overall evidence for each claim.
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## How do I use it?
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1. **Paste the link to any health or biomedical news article** (for example, from Medical News Today or similar sites).
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2. **Click the submit/run button.**
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3. **Wait for the results** (this may take a minute, especially the first time you use the app).
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4. For each main claim in the article, you’ll see:
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- A short summary verdict in plain language.
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- A list of color-coded evidence sentences from research papers.
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- The titles of the most relevant PubMed articles.
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## Who is this for?
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- Curious readers, students, journalists, researchers, or anyone who wants to check if a news story’s science is backed up by real research.
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## What is special about this app?
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- **No account, no sign-up, no private info required.**
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- **No paid or cloud AI services:** Everything runs here using open-source AI.
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- **Designed for health/biomedical news, but can work on most science articles.**
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## Try it out!
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**Sample article you can use:**
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https://www.medicalnewstoday.com/articles/omicron-what-do-we-know-about-the-stealth-variant
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Paste this link in the app to see how it works!
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---
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Questions or feedback? You can find the code on Hugging Face Spaces.
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