Source: https://github.com/aipoch/medical-research-skills

Clinical Outcome Extraction

Extract structured outcome data from clinical research papers for meta-analysis.

When to Use

Use this skill when you need clinical research outcome extraction for meta-analysis. use when users need to extract outcome measures (binary, continuous, or survival data) from clinical research papers for systematic review and meta-analysis. handles both database lookup by pmid and real-time llm extraction 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 outcome-extraction for clinical trials package behavior rather than a generic answer.

Scope-focused workflow aligned to: Clinical research outcome extraction for meta-analysis. Use when users need to extract outcome measures (binary, continuous, or survival data) from clinical research papers for systematic review and meta-analysis. Handles both database lookup by PMID and real-time LLM extraction.
Packaged executable path(s): scripts/extract_pdf.py.
Reference material available in references/ for task-specific guidance.
Structured execution path designed to keep outputs consistent and reviewable.