Covidence alternative
A Covidence alternative for AI-assisted systematic review screening
Lumina Reviewer helps teams search and import citations, prioritize title and abstract screening, manage reviewer decisions, resolve conflicts, and keep PRISMA-ready counts connected to the review workflow.
Choose Lumina when you need
- AI-first screening: prioritize records against your criteria before reviewers work through the queue.
- Academic database search: search and import from supported sources or upload RIS and CSV exports.
- Lean team workflows: track reviewer decisions, conflicts, notes, and exports without a heavy setup process.
- PRISMA-ready reporting: keep screening counts and decisions structured for final reporting.
Lumina Reviewer vs Covidence
Covidence is a well-known systematic review platform. Lumina is built for researchers who want a lighter AI-assisted screening workflow with direct academic search/import, transparent reviewer decisions, and PRISMA-ready outputs.
| Need | Typical Covidence fit | Lumina Reviewer fit |
|---|---|---|
| Systematic review workflow | Established review-management workflow for screening and review stages. | AI-assisted screening workflow with project setup, imports, reviewer decisions, conflicts, and exports. |
| Academic literature search | Often used after searches are exported from databases. | Search supported academic databases in-app or upload RIS, NBIB, CSV, and other exports. |
| AI prioritization | Useful for teams with an established review process. | Ranks title and abstract records against your eligibility criteria so likely matches surface earlier. |
| Dual screening and conflicts | Supports structured reviewer workflows. | Tracks Include, Exclude, Maybe, reviewer notes, unresolved conflicts, and resolution steps. |
| PRISMA reporting | Often part of a broader review-management workflow. | Keeps counts connected and includes access to a free PRISMA 2020 flow diagram generator. |
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