• VALID
  • FLAGGED
  • HUMAN
  • LOGGED

How to validate wellbeing assessment ranges with your AI

Connect your assessment data to your AI agent to catch scoring errors or extreme clinical outliers instantly.

Ask AI about this page

Short answer

Can my AI check if WHO-5 scores are clinically valid?

Yes. Your AI uses the validation tool to compare incoming scores against established clinical bounds. It flags any results that fall outside these ranges so you can step in. You get a clear list of scores that need a human look.

Where every result lands.

Validation outcomes

The AI sorts every assessment based on its score against the WHO-5 clinical thresholds.

VALID

Normal range scores

The AI confirms the score sits within standard bounds. These results are marked as safe and require no further action.

FLAGGED

Out of bounds results

The AI identifies scores that hit extreme highs or lows. You get a specific notification to review these outliers.

HUMAN

Clinical review needed

Any score that triggers a threshold alert is sent to you. The AI stops here and waits for your professional judgment.

LOGGED

Audit trail ready

Every validation check is recorded. You can ask your AI to summarize how many scores were flagged over a specific period.

The workflow

What your AI does when a score is submitted.

The AI acts as a first-pass filter to catch errors before they hit your main database.

  1. Ingest scores

    The AI pulls the latest WHO-5 assessment data from your connected source.

    validate_assessment_range

  2. Run range check

    The agent compares each individual score against the predefined clinical limits.

    validate_assessment_range

  3. Identify outliers

    The AI isolates any scores that are mathematically impossible or clinically significant.

    validate_assessment_range

  4. Alert the user

    The agent presents a summary of which specific entries require your immediate attention.

    validate_assessment_range

Try it

Copy these to start.

Use these prompts to trigger the validation process immediately.

Starting points

Replace the bracketed text with your actual data source or specific user IDs.

WHO-5 Wellbeing Index Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7oW25ZGm2MQkr4y5nfzi1HfhHEESmdMlRVcbnVoH/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 — WHO-5 Wellbeing Index capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "who-5-wellbeing-index-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7oW25ZGm2MQkr4y5nfzi1HfhHEESmdMlRVcbnVoH/mcp"
    }
  }
}
Copy into chat04

  • Run a validation check on the latest WHO-5 scores in my Google Sheet.

  • Check the assessment results from the 'Patient_Alpha' folder for any out-of-bounds scores.

  • Validate the wellbeing scores from today's batch and tell me which ones need a human review.

  • Are there any WHO-5 scores in my current dataset that fall outside the valid clinical range?

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

Start here

Connect WHO-5 Wellbeing Index once, then ask.

Link your data source in one click. Your credentials stay encrypted, and you can start asking your AI to validate scores right away.

Connect WHO-5 Wellbeing Index to your AI

FAQ

How the validation works

  • 01

    Can the AI change a patient's score?

    No. The AI only reads the data and checks it against ranges. It cannot modify any original assessment records.

  • 02

    Does the AI make clinical diagnoses?

    No. The AI only flags scores that fall outside of the mathematical ranges defined in the tool. All clinical decisions remain with you.

  • 03

    What happens if a score is exactly on the threshold?

    The tool follows the strict logic of the WHO-5 index. If the score is within the valid range, it is marked as normal.

  • 04

    Can I use this with my own custom ranges?

    No. This specific tool is hardcoded to the standard WHO-5 clinical bounds to ensure consistency.

  • 05

    Will the AI delete any flagged data?

    No. The AI never deletes data. It only identifies and reports on it.

  • More questions about WHO-5 Wellbeing Index? The Connector page answers them. See everything the WHO-5 Wellbeing Index Connector can do

Connect WHO-5 Wellbeing Index to Claude, Cursor, ChatGPT & more