Paperfy Topic
Systematic Review Workflows
Plan searches, PRISMA flow, screening, extraction, and source checks for review projects.
8 guides
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Systematic review methodology: what separates it from a very thorough literature review
A systematic review isn't just a very thorough literature review—it's one where the question, search, selection, appraisal, and synthesis are designed before you begin. An overview of the full process, from protocol to PRISMA.
2Using AI in systematic reviews: the more you use it, the more your records matter
In systematic reviews, AI belongs in first-pass reading, candidate generation, and drafting. Inclusion calls, exclusion reasons, risk of bias, and conclusions stay human—and the more AI you use, the more your decision records matter.
3Systematic Review Literature Management: Keep the Decisions, Not Just the PDFs
What gets lost in a systematic review isn't the PDFs — it's your decisions. How to keep screening calls, exclusion reasons, and extracted data tied to each paper.
All guides in this topic
Systematic review methodology: what separates it from a very thorough literature review
A systematic review isn't just a very thorough literature review—it's one where the question, search, selection, appraisal, and synthesis are designed before you begin. An overview of the full process, from protocol to PRISMA.
Read guideUsing AI in systematic reviews: the more you use it, the more your records matter
In systematic reviews, AI belongs in first-pass reading, candidate generation, and drafting. Inclusion calls, exclusion reasons, risk of bias, and conclusions stay human—and the more AI you use, the more your decision records matter.
Read guideSystematic Review Literature Management: Keep the Decisions, Not Just the PDFs
What gets lost in a systematic review isn't the PDFs — it's your decisions. How to keep screening calls, exclusion reasons, and extracted data tied to each paper.
Read guideThe PRISMA Flow Diagram: Count From Day One, Don't Draw It at the End
PRISMA flow diagrams only hurt when you rebuild the numbers at write-up. Record search hits, deduplication, and exclusion reasons as you go — then just fill in the boxes.
Read guideRisk of Bias Assessment: Ask About Distortion, Not Quality
Risk of bias assessment gauges how much the methods leave room for distortion, not how good the paper is. What to check in RCTs — and why AI summaries can't judge it.
Read guideSystematic Review vs. Meta-Analysis: One Is a Process, the Other Is a Tool
A systematic review is the process of finding and appraising studies; a meta-analysis is the statistical tool that pools their results. Here's how the two really relate.
Read guideHow to Do a Scoping Review: Draw the Map, Don't Chase the Answer
A scoping review doesn't answer "does it work?"—it maps what research exists in a field. Learn to frame questions with PCC, search broadly, chart studies, and spot gaps.
Read guideWhat Is PCC? Framing Scoping Review Questions, Explained Through PICO
Scoping review questions use PCC—Population, Concept, Context—not PICO. A beginner's guide to the difference, with examples and how PCC drives your search and criteria.
Read guideRelated workflows
Screening, 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 topic13 guidesLiterature Review and Prior Research
Manage many papers, compare prior research, and keep the review trail clear.
Browse topic3 guidesPaper Management and Paperfy Workflows
Organize PDFs, summaries, figures, notes, and audio without losing the original paper.
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