domains / families / research / meta-screening-fulltext

meta-screening-fulltext

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Screen full-text papers against inclusion/exclusion criteria, with optional PubMed metadata check using PMID. Use when the user needs to evaluate a paper for a meta-analysis.

When to use

• Use this skill when you need screen full-text papers against inclusion/exclusion criteria, with optional pubmed metadata check using pmid. use when the user needs to evaluate a paper for a meta-analysis in a reproducible workflow.
• Use this skill when a data analytics task needs a packaged method instead of ad-hoc freeform output.
• Use this skill when the user expects a concrete deliverable, validation step, or file-based result.
• Use this skill when `scripts/extract_pdf.py` is the most direct path to complete the request.
• Use this skill when you need the `meta-screening-fulltext` package behavior rather than a generic answer.

When not to use

• Ad-hoc freeform output
• Generic answers
• Requests outside documented scope
• Missing critical inputs
• Unsupported assumptions

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