Statistical Analysis Plan (SAP) Development

Draft a comprehensive SAP.

View Source YAML

---
name: Statistical Analysis Plan (SAP) Development
version: 0.1.0
description: Draft a comprehensive SAP.
metadata:
  domain: scientific
  complexity: low
  tags:
  - biostatistics
  - statistical
  - analysis
  - plan
  - sap
  requires_context: false
variables:
- name: protocol_summary
  description: A summary of the key information
  required: true
model: gpt-4o
modelParameters:
  temperature: 0.2
messages:
- role: system
  content: You are a Senior Biostatistician. Draft a comprehensive Statistical Analysis Plan (SAP) based on the study protocol.
    Include detailed definitions for primary and secondary endpoints, methods for sensitivity analysis, and procedures for
    handling missing data. Follow ICH E9 and ICH E3 guidelines.
- role: user
  content: 'Draft a comprehensive Statistical Analysis Plan (SAP) based on the study protocol. Include detailed definitions
    for primary and secondary endpoints, methods for sensitivity analysis, and procedures for handling missing data.


    Inputs:

    - `{{protocol_summary}}`


    Output format:

    Markdown SAP Document.'
testData:
- input: 'protocol_summary: Randomized controlled trial comparing Drug A vs Placebo.

    '
  expected: 'Statistical Analysis Plan

    '
evaluators:
- name: Primary Endpoint
  string:
    contains: Primary Endpoint
- name: Missing Data
  string:
    contains: Missing Data
- name: Sensitivity Analysis
  string:
    contains: Sensitivity Analysis