EvidenceFlow
Systematic reviews from screening to meta-analysis
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EvidenceFlow is a free-to-use evidence synthesis workspace for systematic reviews and meta-analysis. Build PICO questions, run blinded multi-reviewer screening, resolve conflicts, extract data, generate PRISMA 2020 flow diagrams, and create forest and funnel plots in one project. Core review workflows are free; AI-assisted screening and extraction are available when teams need to move faster.
PH · launched Sep 11, 2026 · 2 upvotes (top 26%) · 0 views
Niche: academic writing and research tools · 139 launches, 4 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Education
- Workflow automation
- Prosumer
- Not AI
- Commercial product
- Productivity
- Analytics
- Artificial Intelligence
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More like this: all 139 launches in academic writing and research tools →
Could you build this?
Partial The UI and review management workflows are straightforward, but running valid medical meta-analyses (generating accurate forest plots, heterogeneity statistics, and publication bias funnel plots) requires implementing validated statistical packages or R/Python computational backends.
What it would actually take: A production implementation requires a web framework (Next.js/PostgreSQL) managing complex multi-reviewer blinding workflows, coupled with a Python or R backend (e.g. metafor package or PyMA) to compute statistical models (fixed-effect, random-effects, I^2 heterogeneity) and render scientific-grade forest/funnel plots. The domain challenge lies in validating the statistical accuracy and parsing various clinical data formats reliably.
Competitors
Other products that read as similar to this one : 85 launches clear the similarity bar, closest 8 shown.
Attention rank: #27 of 86 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 123 days after the earliest competitor.
- BeyondMeta · ph · 2026-10-30 · 1 upvotes · similarity 0.55
- IT Audit Factory · ph · 2026-10-01 · 1 upvotes · similarity 0.46
- StudyFlow · ph · 2026-09-27 · 1 upvotes · similarity 0.46
- Carbonsight · ph · 2026-10-12 · 2 upvotes · similarity 0.45
- LitSynth · ph · 2026-10-03 · 1 upvotes · similarity 0.45
- research-evidence-analyst · github · 2026-10-12 · 12 upvotes · similarity 0.44
- Meta Cognition · ph · 2026-10-31 · 1 upvotes · similarity 0.42
- Design Arc · ph · 2026-09-18 · 2 upvotes · similarity 0.41
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