• LOW
  • MODERATE
  • HIGH
  • HUMAN

How to classify mortality risk levels with your AI

Connect the SOFA Score Calculator to your AI client to turn patient vitals into specific risk categories.

Ask AI about this page

Short answer

How can I use AI to classify mortality risk?

Your AI calculates a total SOFA score from patient vitals and maps that score to specific mortality risk tiers. You get a structured breakdown of patient prognosis based on organ dysfunction.

Risk outcomes

Where risk levels land.

The AI processes patient data to produce these specific risk classifications.

LOW

Low risk tier

The AI identifies minimal organ dysfunction. You get a classification indicating stable status.

MODERATE

Moderate risk tier

The AI flags increasing physiological instability. This identifies patients needing closer monitoring.

HIGH

High risk tier

The AI detects significant organ failure. This signals critical status for immediate attention.

HUMAN

Clinical review needed

The AI provides the score and tier, but you must make the final clinical judgment.

The workflow

What your AI does when patient data arrives.

The AI handles the math and the categorization so you can focus on the patient.

  1. Aggregate vitals

    Your AI pulls the necessary physiological parameters from the patient record.

    calculate_total_sofa

  2. Determine score

    The AI computes the total SOFA score based on the provided organ system data.

    calculate_total_sofa

  3. Map risk tiers

    The AI compares the total score against established mortality thresholds.

    estimate_mortality_risk

  4. Categorize status

    The AI assigns a specific risk level to the patient for your review.

    estimate_mortality_risk

Try it

Copy these to start.

Use these prompts to trigger the calculation and classification.

Starting points

Swap the bracketed text with your actual patient data or specific clinical notes.

SOFA Score Calculator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_Kgi8LXdHJRZ8NohxZZ8km25LaRsYX5PmBVZQoYM6/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — SOFA Score Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sofa-score-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Kgi8LXdHJRZ8NohxZZ8km25LaRsYX5PmBVZQoYM6/mcp"
    }
  }
}
Copy into chat04

  • Calculate the total SOFA score for this patient: [insert vitals/lab data].

  • Based on a SOFA score of [insert score], what is the estimated mortality risk tier?

  • Analyze these patient labs [insert data] and classify their mortality risk level.

  • Run a mortality risk estimation for a patient with a total SOFA score of [insert score].

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect SOFA Score Calculator once, then ask.

Just link the MCP to your preferred client. Your credentials stay encrypted, and you can start running calculations immediately.

Connect SOFA Score Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the patient's medical record?

    No. The AI only calculates scores and risk tiers based on the data you provide.

  • 02

    Does the AI make the final diagnosis?

    No. The AI provides a risk classification, but all clinical decisions remain with you.

  • 03

    Can I use this with Claude or Cursor?

    Yes. Any MCP-compatible client can use this once you connect it.

  • 04

    What happens if the lab data is missing?

    The AI cannot calculate a complete SOFA score without all required physiological parameters.

  • 05

    Does the AI store my patient data?

    No. The AI processes the data you send in the chat session to perform the requested calculation.

  • More questions about SOFA Score Calculator? The Connector page answers them. See everything the SOFA Score Calculator Connector can do

Connect SOFA Score Calculator to Claude, Cursor, ChatGPT & more