DocExtract

Research paper data extraction

Extract data from research papers into source-linked tables

Use DocExtract to turn public research PDFs, open-access papers, preprints, and published reports into structured tables you can verify against the source page, quote, and highlight.

Use public, open-access, or non-confidential research documents only. Do not upload patient records, private medical files, identifiable personal data, or regulated health information.

Built for the documents you actually work with.

Literature review notes

Public research-paper extraction

Evidence tables

Study comparison spreadsheets

Open-access paper review

Define the columns once, then review every value.

These are typical fields people define for this kind of document. Define your own in plain language, approve the instruction pack, and verify each value against its source page.

Paper titleStudy designPopulationSample sizeIntervention or exposureOutcomeMain findingLimitationPage numberSource quote

From upload to source review in one continuous flow.

Keep setup, approval, and evidence review inside one product instead of spreading the workflow across separate tools.

01

Upload the document set

Start with one PDF or a clean batch for the same job.

02

Define the fields that matter

Set columns, hints, and the output mode in plain language.

03

Approve the instruction pack

Review and edit the generated rules before the run starts.

04

Review evidence, not just rows

Jump from a result cell to the supporting PDF evidence.

Why not just use a PDF chatbot?

PDF chat is useful for one-off questions, but DocExtract is designed for repeatable field extraction.

DocExtract helps define columns before the run.

DocExtract produces structured rows instead of only prose answers.

DocExtract keeps source evidence attached to extracted values.

Common questions before you start.

Can I use this for systematic reviews?

You can use it for public or non-confidential literature review workflows where source-linked extraction is useful. Do not use it for regulated or confidential data.

Can I extract study fields like sample size and endpoint?

Yes, define those as fields and review the source evidence after extraction.

Is this a replacement for citation management software?

No. It is focused on extracting structured data from PDFs into reviewable tables.

Public, non-confidential PDFs only

Use public, open-access, or non-confidential research documents only. Do not upload patient records, private medical files, identifiable personal data, or regulated health information.

See our upload policy for details.

See all questions →

Other ways to use DocExtract.

Start extracting structured data from your PDFs today.

Subscribe to any plan and get 14 days free to test live extraction with your own documents. No charge until the trial ends.