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@vaicli/vai-workflow-clinical-protocol-match

v1.0.0

Published

9 days ago

Match clinical presentations to relevant protocols and guidelines with structured recommendations and evidence citations.

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vai-workflow domain-specific clinical healthcare protocols medical

vai-workflow-clinical-protocol-match

Clinical informaticists need to match patient presentations to relevant clinical protocols and guidelines. The search must be precise (wrong protocols are dangerous) and the output must be structured for clinical decision support.

Install

vai workflow install vai-workflow-clinical-protocol-match

How It Works

Search — Query the clinical knowledge base with specialty filtering
Rerank — Rerank with enriched clinical context
Summarize — Generate structured protocol recommendations with safety disclaimers

Execution Plan

Layer 1:  protocol_search
Layer 2:  rerank_clinical
Layer 3:  protocol_summary

Example Usage

vai workflow run vai-workflow-clinical-protocol-match \
  --input presentation="Adult patient presenting with acute chest pain, elevated troponin, ST-segment changes on ECG" \
  --input collection="clinical_guidelines" \
  --input specialty="cardiology"

What This Teaches

Healthcare workflows require safety disclaimers in the generate prompt
Specialty filtering via metadata narrows results to relevant clinical domains
Structured output format demonstrates domain-tailored generation
The same pipeline pattern (query → rerank → generate) adapts to clinical contexts

License

MIT © 2026 Michael Lynn