AI Use Disclosure
How artificial intelligence is used on this platform, what data is processed, what safeguards protect you, and what your rights are as a user of these tools.
All AI tools designed & supervised by Dr. Paul E. Kilgore, MD, MPH, FACP · Board-Certified Internist · CDC-Trained Epidemiologist · Wayne State University
How AI Is Used on This Platform
Quantitative Health LLC uses artificial intelligence to power a growing suite of educational health tools on drpaulkilgore.com. Every tool is designed, prompted, and clinically supervised by Dr. Paul E. Kilgore — a board-certified internist, CDC-trained epidemiologist, and Wayne State University professor with 36 years of clinical experience.
Biomarker Interpretation
You enter your laboratory values. The AI compares them against population-level reference ranges from published clinical literature and generates an educational explanation.
Evidence-Based Content
All AI responses are grounded in peer-reviewed medical literature. The system is prompted by Dr. Kilgore to reflect current clinical knowledge — not generic internet content.
Real-Time Generation
AI responses are generated in real time based on the data you enter. Each session is independent — no information is stored or linked to your identity between sessions.
Physician-Supervised Design
Every AI tool is designed by Dr. Kilgore — the clinical prompts, reference ranges, safety guardrails, and the logic that determines when users must seek immediate care.
Safety Guardrails
Tools detect severely abnormal values and direct users urgently to seek immediate medical care — safety takes absolute priority over platform engagement.
Not a Replacement for Care
Every AI output includes a pathway to schedule a consultation with Dr. Kilgore. The tools are a starting point for informed conversation — never a substitute for physician evaluation.
What the AI Does — and Does Not Do
Understanding the boundaries of these tools is essential to using them appropriately.
What Happens to Your Data
We handle your data with the same standard of care we apply to our clinical work.
You Enter Your Data
You type your laboratory values or health metrics into the tool form. At this stage, data exists only in your browser.
Secure Transmission
Your data is transmitted via encrypted HTTPS to our Cloudflare Workers backend, which routes it to the Anthropic Claude AI model. Data is not cached or stored.
AI Generates Your Response
The AI processes your data against its clinical knowledge base — built on peer-reviewed literature — and generates an educational response within seconds.
Response Delivered
The response is delivered to your browser. If you request an email copy, it is transmitted via Resend using your email address only — no additional data is retained.
Session Ends — Data Not Stored
Your data is not stored on our servers, not linked to your identity, and not used to train AI models. Each session is completely independent.
Safeguards Built Into Every Tool
Every AI tool on this platform includes the following protections by design.
Prominent Disclaimer
Every tool page displays a clear disclaimer that results are AI-generated educational content and do not constitute medical advice.
Population-Level Only
All outputs are based on population-level reference ranges and published literature — not individualized clinical assessment.
Emergency Escalation
Tools detect critically abnormal values and immediately direct users to seek emergency or urgent medical care.
Physician Pathway
Every result includes a direct call to action to schedule a consultation with Dr. Kilgore for physician-level interpretation.
No Medication Management
No tool provides specific medication recommendations, dosing instructions, or treatment prescriptions.
No Clinical Record Created
Using these tools does not create a medical record, establish care, or constitute a clinical encounter of any kind.
Your Consent & Acknowledgment
By using any AI-powered tool on this platform, you acknowledge the following:
Your Rights as a User
Your rights regarding AI-generated content and your data on this platform.
| Your Right | What This Means on This Platform |
|---|---|
| Know when AI is used | Every tool that uses AI is clearly labeled. This disclosure page is linked from every tool page and from our Privacy Policy. |
| Understand limitations | AI outputs are educational, population-level, and not personalized clinical assessments. This is disclosed on every tool page. |
| Access human review | You can book a Physician Interpretation Session with Dr. Kilgore at any time for personalized, physician-level review. |
| Data not stored | Your entered health data is not retained after your session ends. We do not build profiles from tool usage data. |
| Opt out | You may choose not to use any AI-powered tool at any time. All tools are optional and free. |
| Contact us | Questions about AI use? Email [email protected] or call (888) 430-9123. |
AI-Powered Tools on This Platform
The following tools use AI to generate educational health content. All are subject to this disclosure.
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