Research Decoder

Understand the research without becoming a researcher.

Paste an abstract, excerpt, or research paper. Research Decoder explains what the researchers found, what they actually did, what the numbers mean, and what the study can—and cannot—tell you.

Overview

Research Decoder explains the research in front of you — nothing more. Paste an abstract, excerpt, or paper text (or upload the file) and get the actual finding, what the researchers did, what the numbers mean, and what the study can and cannot support — without importing outside studies, filling in missing methodology, or manufacturing a confidence label the supplied text can't back up. Headline Check compares a headline against the actual paper, never against the headline alone. Compare shows what two papers can tell you together without ranking one over the other. Explain a Term handles the vocabulary. Recent keeps a light record of what you've looked at.

How to use it

  1. 📄 Decode: Paste the abstract, excerpt, or paper text — or upload the file. Optionally add the title and what you're most interested in. Get the finding, what they did, what the numbers mean, and what the study does and doesn't support
  2. 📰 Headline Check: Paste the research text and the headline or claim you saw. See what the research actually says compared to what the headline claims — the tool won't assess a headline from the headline alone
  3. ⚖️ Compare: Paste two papers on a related question. See what each supports, what may explain any difference, and what they establish together
  4. 🔤 Explain a Term: Paste a confusing term — with the sentence it appeared in, if you have it — for a plain explanation
  5. 🎯 After a decode, ask what it means for you: the tool checks the actual paper against your situation on three separate questions instead of collapsing them into one verdict
  6. 🕘 Recent keeps a light record of what you've decoded, checked, compared, or looked up — view it again, or revisit it to run a new pass

Example

Scenario: You read a headline claiming a new study 'proves' processed food shortens your life. You find the actual abstract: a prospective cohort study linking a 10% increase in ultra-processed food intake to a 14% higher all-cause mortality hazard ratio, adjusted for confounders, with self-reported diet and an observational design.

What you do: Paste the abstract into Decode. Then paste the same headline into Headline Check alongside the research text.

Result: Decode explains the finding as it's actually reported — an association, not a proven cause — notes plainly that the diet data was self-reported, and gives a bottom line that this is evidence worth noting, not a personal directive. Headline Check flags that 'proves' overstates an observational, hazard-ratio finding, and offers a more accurate version of the claim.

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