Elicit helps researchers plan reviews, find papers, and extract key data using language models. AI-assisted queries surface relevant studies beyond strict keywords, and tables capture methods and outcomes with links back to sources. Workflows document screening choices, while summaries become drafts labeled for review. Exports move notes into docs and sheets so analysis stays traceable and reproducible.
Compose research questions in natural language and retrieve relevant papers without relying only on exact keywords. Model guidance broadens or narrows scope, and abstracts show why items were surfaced. Filters target study type, date, or population so screening starts with stronger candidates. Rationales display alongside abstracts so experts validate relevance fast during busy triage periods.
Extract sample sizes, interventions, comparators, and outcomes into sortable rows. Direct quotes link back to papers for verification, and custom columns hold metrics unique to your field. Notes capture judgments on quality or bias for transparent synthesis. Cell provenance records sources, enabling spot checks that catch extraction errors before they cascade into summaries and recommendations.
Generate quick rationales or paragraph drafts labeled for review. Models highlight limitations; you edit for accuracy and tone. Templates keep phrasing consistent across sections like methods, results, and implications, speeding iteration while preserving scrutiny. Guidance emphasizes drafts require verification, encouraging notes on uncertainty, scope limits, and alternative interpretations.
Save search strategies, screening decisions, and inclusion criteria to reproduce steps later. Branch workflows for subquestions and sensitivity checks, and use version history to show how conclusions evolved so collaborators understand context. Fork views clarify subgroup analyses, improving discussions when similar evidence leads to different judgments across teams and specialties.
Export tables to spreadsheets and summaries to docs; share projects so colleagues can comment or extend. Tags and status fields track each paper from screening to inclusion, keeping momentum on complex topics. Lightweight sharing invites advisory input without full edit rights, protecting integrity while enabling targeted critique that strengthens final recommendations.
Recommended for researchers, analysts, and policy teams conducting scoping reviews and syntheses. Elicit accelerates discovery and extraction while keeping evidence traceable. Teams spend less time wrangling PDFs and more time interpreting results, and outputs transfer smoothly into stakeholder formats for peer review, briefings, and decision-making under time constraints.
Keyword search alone misses nuance, and manual extraction is slow. Elicit organizes questions, papers, and data into a repeatable workflow that preserves context. Structured notes and exports reduce rework and make reasoning auditable. The result is quicker evidence summaries and clearer recommendations without sacrificing rigor, even when topics evolve mid-project.
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