Methodology And Source Transparency

How MediSum Works

MediSum is designed to make recent PubMed literature easier to scan while keeping the original source record visible.

1. Source From PubMed-Linked Records

MediSum public examples are drawn from records already stored in the application data with valid PubMed identifiers. Public article cards include PubMed links so users can inspect the original source before relying on a summary.

2. Organize By Specialty Signals

MediSum uses specialty, subspecialty, procedure, domain, and topic tags where those signals exist in the data. Public specialty pages use supported lanes only, and they broaden to real related records rather than displaying invented examples.

3. Create Literature-Awareness Summaries

AI-assisted summaries are written to help clinicians decide whether an article merits closer review. They are not a substitute for reading the PubMed record or the full source publication.

Source And Safety Notes

MediSum summaries are educational literature-awareness summaries linked to PubMed. They are not medical advice, diagnosis, or treatment guidance, and they should not replace reading the original source.

Public article samples show valid PubMed-linked records when available. Each sample should be verified in the original PubMed record before using the finding in clinical, research, or educational decisions.

Explore The Public Examples

Start with the specialty research update hub, view the email-style sample issue, or use the interactive demo to switch supported specialties and subspecialties.