network-meta-analysis-appraisal
Network Meta-Analysis Comprehensive Appraisal
Overview
This skill enables systematic, reproducible appraisal of network meta-analysis (NMA) papers through:
- Automated PDF intelligence - Extract text, tables, and statistical content from NMA PDFs
- Semantic evidence matching - Map 200+ checklist criteria to PDF content using AI similarity
- Triple-validation methodology - Two independent concurrent appraisals + meta-review consensus
- Comprehensive frameworks - PRISMA-NMA, NICE DSU TSD 7, ISPOR-AMCP-NPC, CINeMA integration
- Professional reports - Generate markdown checklists and structured YAML outputs
The skill transforms a complex, time-intensive manual process (~6-8 hours) into a systematic, partially-automated workflow (~2-3 hours).
When to Use This Skill
Apply this skill when:
- Conducting peer review for journal submissions containing NMA
- Evaluating evidence for clinical guideline development
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