Build research, not formatting.
Your personal AI research editor. Paste the rough notes or the thesis idea. ResearchBerry asks the pointed questions, finds and verifies the citations, drafts the structured paper, and takes every edit in plain English — then hands you Word, PDF, or LaTeX.
LLM-Assisted Triage in Emergency Departments: A Convergent Mixed-Methods Evaluation
Watch a paper think.
Not a screenshot. A faithful simulation of the ResearchBerry flow — paste, ask, verify, draft, export — compressed into a single scroll. Keep going; the manuscript writes itself.
What outcome defines successful triage in your setting?
Shorter time-to-first-assessment — without missed deterioration.
Which method carries the primary claim?
Quantitative. The interviews explain the why.
Three hospitals — comparable data?
Two on Epic, one paper-based. Site becomes a covariate.
We examine whether LLM-assisted triage reduces time-to-first-assessment across three emergency departments, while preserving detection of clinical deterioration.
[2] A. Rao & S. Iyer, “Mixed-methods evaluation,” npj Digit. Med., 2025.
[3] WHO, “Emergency triage guidelines,” 2022.
Four moves. No ceremony.
Paste your ideas.
Drop the thesis, the scribbles, the two-in-the-morning paragraph. Messy is the point — ResearchBerry begins exactly where you actually are, not where a template pretends you are.
Answer smart questions.
Before a single sentence, it interviews you — the gap, the method, the claim you are willing to defend. Context, not assumptions. The draft that follows already knows your study.
Choose verified citations.
It searches the literature and shows its work — every paper real, every DOI checked against its source. You approve what gets cited. Nothing phantom slips into your bibliography.
Edit in plain English.
“Rewrite the introduction.” “Add a limitations section.” “Make it IEEE.” Said, done — and every dependent section follows the change without being asked twice.
The ritual ends. The thinking stays.
The ritual
- 01Export citations to a reference manager
- 02Re-export them when the manager corrupts the file
- 03Chase down broken DOIs by hand
- 04Hunt for PDFs behind paywalls
- 05Reformat the bibliography — again
- 06Convert the document from Word to LaTeX
- 07Fix the LaTeX errors the conversion invented
- 08Resize diagrams until they fit the column
- 09Reformat everything for IEEE
- 10Rewrite the abstract for the seventh time
- 11Check the margins against the style guide
- 12Rename the file final_final_v7
The work that matters
- Thinking the question through.
- Reading deeply, not skimming abstracts.
- Deciding what the evidence actually says.
- Discovering the thing no one asked you to find.
Everything a manuscript needs. Nothing it doesn’t.
Building the future of AI-powered productivity.
Mayavis makes intelligent software that amplifies human capability. Not to replace researchers — to remove the repetitive work that keeps them from researching. The thinking, the discovering, the deciding: that stays human. Everything that orbits it becomes software, quietly, in the background.
- 01Research · ResearchBerryAvailable now
- 02Enterprise productivityIn development
- 03Document intelligenceIn development
- 04Knowledge workOn the horizon
Mayavis Research Studio — Noida, UP, India
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