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Latest articles, guides, and updates.
Systematic Reviewers: PRISMA Screening Automation, Pilot 50–200 Records
PRISMA 2020 checklist for reproducible automation: two pass screening, audit logs, portable exports, and a 50–200 record pilot to validate thresholds and...
Quick Scopus RIS Import: Reviewer Tips and a PaperSynapse Alternative
Step by step Scopus RIS export and import. Fix common export errors, stage files below the 2,000 record cap, or use PaperSynapse to extract structured data.
Researchers: Automate Inclusion/Exclusion Screening, Pilot 5–100 Records
Workflow to automate inclusion and exclusion screening: pilot 5–100 records, combine rules with ML, and validate exclusions with two independent reviewers.
Fix Low Kappa in Screening: Interrater Agreement for Review Teams
Compute Cohen's kappa from a 2×2 table, apply stage specific thresholds for systematic reviews, diagnose prevalence bias, and cut extraction variance with...
Reproducible Custom Data Extraction Fields for Systematic Reviewers
Reproducibility first workflow for systematic reviewers: map fields to PICO, pilot 3–5 studies, write a codebook, and export auditable data.
Pilot 50–100 Records First: Scoping Review Screening With PRISMA-ScR Exports
Practical, tool friendly workflow for scoping review screening: two-stage screening, pilot 50–100 records, blinded dual reviewers, and PRISMA-ScR ready...
Review Teams: PRISMA Screening Workflow for Stepwise Counts and AI
A practical PRISMA 2020 workflow for review teams: follow stepwise counting rules, report automation and reviewer roles correctly, and map AI outputs...
Fix Import Failures in 5 Minutes: EndNote RIS Export for Reviewers
EndNote RIS export for systematic reviewers: dedupe, preflight checks, confirm TY/ER tags, then test import. Fast fixes and an automation tool.
Review Teams: Full Text Screening Faster With Automation, Pilot 20–30
Full text screening for review teams. Pilot 20–30 records, lock codebook edge cases, log one exclusion reason, and use automation to assist.
Pilot 50–100: Title & Abstract Screening (AI+Human) For Reviewers
Systematic review teams: pilot 50–100 records, use double screening, and apply human verified AI to prioritize and save eligible studies.
Zotero RIS Export for Reviewers: Bypass the Web Cap of 100 Items
Practical steps for researchers to export RIS from Zotero, bypass the ~100-item web export cap by syncing to desktop, verify imports, and fix common problems.
Cut Months Off Your Literature Review: 5 Stage Workflow for Researchers
Methods-first, five-stage workflow to automate search, screening, and extraction with human validation. Learn where Papersynapse speeds extraction and...