Paperfy Topic
Literature Review and Prior Research
Manage many papers, compare prior research, and keep the review trail clear.
13 guides
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What is a paper that summarizes multiple papers? Review articles, systematic reviews, meta-analyses, and AI summaries
A paper that summarizes multiple papers is usually a review article, systematic review, meta-analysis, or scoping review. Here is the difference, and how AI summaries can help without replacing the review process.
2How to do a literature review: five steps from a pile of papers to an account you can defend
A literature review isn't a recap of what you've read—it's organizing prior research around a question. Learn the five steps (collect, select, read, compare, write) and how to keep records you can explain later.
3AI for literature reviews: delegate the tasks, keep the judgment
AI helps with literature review tasks—search terms, first-pass reading, comparison prep. Inclusion decisions, quality appraisal, and conclusions stay human. How to draw the line, and the working environment you need.
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What is a paper that summarizes multiple papers? Review articles, systematic reviews, meta-analyses, and AI summaries
A paper that summarizes multiple papers is usually a review article, systematic review, meta-analysis, or scoping review. Here is the difference, and how AI summaries can help without replacing the review process.
Read guideHow to do a literature review: five steps from a pile of papers to an account you can defend
A literature review isn't a recap of what you've read—it's organizing prior research around a question. Learn the five steps (collect, select, read, compare, write) and how to keep records you can explain later.
Read guideAI for literature reviews: delegate the tasks, keep the judgment
AI helps with literature review tasks—search terms, first-pass reading, comparison prep. Inclusion decisions, quality appraisal, and conclusions stay human. How to draw the line, and the working environment you need.
Read guideSummarizing prior research with AI: from a stack of summaries to a usable synthesis
AI-generated summaries of prior studies are useless as research background if they stay a pile of notes. Align the comparison axes, build a table, and reshape it into what's known, what's missing, and where your study fits.
Read guideManaging prior research: citations and understanding are two different jobs
Downloading the same PDF three times, forgetting papers you've read, notes scattered everywhere—the cause is having citation management but no "understanding management." How the two roles differ, and how to run both.
Read guideHow to write a research background: stop listing prior studies one by one
If you can't write your research background, you're probably listing prior studies paper by paper. Learn the four-part structure—problem, what's known, what's missing, aim—and which parts AI can help with.
Read guideChoosing an AI paper search tool: search in one place, read in another
Consensus, Elicit, Perplexity, ChatGPT, and PubMed each play a different role. Learn which type of tool fits which task — and where to read the papers you find.
Read guideStart your paper search in your own language, then bridge to English
Most research is published in English, but your search doesn't have to start there. Use AI to turn questions in your own language into English search terms.
Read guideSearching for papers with Consensus: how to read "paper-backed answers"
Tools like Consensus answer your questions with research-backed summaries — great for orientation, risky for citation. Here's how to get back to the original papers.
Read guideFinding papers with Elicit: useful tables, human screening decisions
Tools like Elicit turn a research question into a table of candidate papers — powerful for building a reading list, risky as a basis for screening decisions.
Read guideSearching for papers with Perplexity: from "has sources" to actually verified
Perplexity answers with sources attached — a great entry point for paper searches. But cited doesn't mean suitable. Here's how to verify what the links point to.
Read guideSearching for papers with ChatGPT — without being fooled by papers that don't exist
Ask ChatGPT to "find papers" and it may invent ones that don't exist. Use it as an advisor — for search terms, PICO, reading angles — and verify every citation.
Read guideFree AI paper search, done well: search wide for free, read deep where it counts
You can start AI-powered paper searching for free — if you know the limits. What free tiers can do, where they fall short, and a search-free-read-deep strategy.
Read guideRelated workflows
Systematic Review Workflows
Plan searches, PRISMA flow, screening, extraction, and source checks for review projects.
Browse topic6 guidesScreening, PICO, and Data Extraction
Move from clinical questions to screening, full-text review, and extraction decisions.
Browse topic4 guidesMeta-analysis Preparation
Keep papers, outcomes, extraction notes, and limitations separate before quantitative synthesis.
Browse topic3 guidesPaper Management and Paperfy Workflows
Organize PDFs, summaries, figures, notes, and audio without losing the original paper.
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