Can this skill search for clinical guidelines?

Yes, it uses the PubMed MCP plugin and WebSearch tools to find current guidelines from organizations like NCCN, ESMO, and other medical societies.

What information do I need to provide for an evaluation?

Required inputs include the research proposal summary, target drug, indication, target population, and the specific clinical question being addressed.

Is this tool intended for real-world data analysis?

While it doesn't process raw data, it specifically evaluates the added value of using EHR (Electronic Health Record) and RWD over standard claims databases.

How is the Clinical Value Score calculated?

The skill uses a weighted formula: Patient Outcomes (35%), Clinical Decision (30%), Healthcare System (20%), and Evidence Quality (15%) to derive a final score out of 5.0.

Clinical Value Evaluator

Name: Clinical Value Evaluator
Author: tito-gh

bytito-gh

0•

Data Science & ML

Systematically assesses medical research proposals to quantify their impact on patient outcomes, clinical decision-making, and healthcare systems.

The Clinical Value skill provides a rigorous, multi-dimensional framework for evaluating the potential impact of medical research. By analyzing proposals against four critical pillars—patient outcomes, clinical decision impact, healthcare system contribution, and evidence quality—it helps researchers and medical professionals identify high-value projects. The skill integrates PubMed and web search capabilities to cross-reference proposals with current clinical guidelines and standards of care, producing a standardized scoring report that highlights unmet clinical needs and the transformative potential of the research.

Key Features

01Actionable recommendations based on score interpretation from 'Minimal' to 'Transformative'.

02Automated PubMed and WebSearch integration for evidence-based validation.

03EHR-RWD (Real-World Data) benefit analysis for research differentiation.

04Standardized reporting format including clinical context and guideline comparisons.

05Comprehensive 4-pillar clinical value scoring system with weighted results.

060 GitHub stars

Use Cases

01Prioritizing clinical trial proposals based on potential impact and feasibility.

02Evaluating how a new drug or intervention fills existing evidence gaps in current clinical guidelines.

03Generating evidence-based justifications for medical research funding and resources.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tito-gh/healthcare clinical-value

For use in Claude.ai and ChatGPT

Download Skill