ma-screening-quality
CommunityAI-assisted dual-screening for study selection.
Education & Research#screening#meta-analysis#systematic-review#risk-of-bias#inclusion-exclusion#dual-review
Authorhtlin222
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Screen professionals need to manage large search results, apply eligibility criteria, and measure study quality efficiently to produce reliable meta-analytic conclusions.
Core Features & Use Cases
- AI-assisted title/abstract screening for rapid screening of large result sets.
- Automated logging of decisions, exclusions, and RoB/quality assessments.
- Dual-review workflow support with agreement metrics and conflict resolution for PRISMA-compliant processes.
Quick Start
Configure your project in 01_protocol/eligibility.md and run the AI screening workflow with uv run tooling/python/ai_screen.py --project <project-name> to start dual-review screening.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ma-screening-quality Download link: https://github.com/htlin222/meta-pipe/archive/main.zip#ma-screening-quality Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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