About DocG Clinical Summaries
What are DocG Clinical Summaries?
DocG Clinical Summaries are AI-generated summaries of evidence-based research focused on patient-oriented outcomes. These concise summaries are designed for primary care physicians who need quick access to evidence-based medicine.
Each summary provides a complete evidence review in approximately 250 words, including:
- One-line Clinical Bottom Line: The key takeaway (e.g., "In adults ≥65 with type 2 diabetes, GLP-1 receptor agonists reduce major cardiovascular events")
- Structured Evidence Review: Background, Patients, Intervention, Control, Outcome, Study Design, Results, and Limitations
- Clinical Applicability: Practical guidance on "Should I adopt this intervention?" with considerations for cost, feasibility, and implementation
- Level of Evidence: Clear indication of study quality and reliability
Our Methodology
Our summaries are generated using advanced language models trained on peer-reviewed medical literature. Our process combines:
- Automated extraction of key clinical findings from top-tier medical journals
- Structured formatting based on evidence-based principles
- Focus on patient-oriented outcomes rather than disease-oriented outcomes
- Expert review to ensure clinical accuracy and relevance
We prioritize evidence that changes clinical practice—studies showing morbidity, mortality, or quality of life improvements, rather than surrogate endpoints like lab values or imaging findings.
Research Paper
Our research on LLM summaries titled, "Large Language Model versus Clinician Written Summaries of Research Papers" is published in the Journal of the American Board of Family Medicine. This paper describes our evaluation and validation of the accuracy and quality of summaries generated by large language models compared with expert-authored POEMs.
Who We Serve
Our platform is designed for:
- Primary Care Physicians: Stay current with evidence-based medicine without spending hours reading full papers
- Residency Programs: Provide residents with daily exposure to high-quality evidence
- Medical Educators: Use summaries as teaching tools for evidence-based practice
- Busy Clinicians: Anyone who needs quick, reliable clinical updates
Our Mission
We believe that staying current with medical literature shouldn't require hours of reading. DocG delivers the essential insights you need in under 2 minutes, helping you provide better patient care based on the latest evidence.
Our Team
DocG is developed by a team of physicians, data scientists, and medical educators committed to improving evidence-based practice.
- Richard Guthmann, MD, MPH — Faculty, Advocate Illinois Masonic Family Medicine Residency, University of Illinois at Chicago
- Charlie Guthmann — Software Engineer and Data Science
- Max Guthmann — Software Engineer and Data Science
Contact Us
Have questions, feedback, or suggestions? We'd love to hear from you.
Email us at info@docgmedicalsummaries.com
Privacy Policy
DocG Medical Summaries collects your email address and name for account creation and email delivery. We do not sell or share your personal information with third parties. We use Google OAuth for authentication and Stripe for payment processing. You may delete your account at any time by contacting us.
Terms of Service
DocG Medical Summaries provides AI-generated summaries of medical literature for educational purposes only. These summaries do not constitute medical advice. By using this service, you agree to use the content responsibly and understand that AI-generated content should be verified against primary sources.