Healthcare & Wellness

Verified against ChatGPT · 2026-08-14

Build a personal glossary of the medical terms scattered across your own chart or reports

Pulls every unfamiliar medical term out of a patient's own chart notes, reports, or after-visit summaries and defines each one in plain language, without ever explaining what a term means specifically for that patient's own case.

ChatGPT (GPT-5.1)3 fillable variables
Scope for this category: Organizational, educational and communication support only — no diagnosis, treatment recommendation, or medication guidance. Every prompt states plainly that a qualified clinician must review anything before it is acted on.

The prompt

Ready to copy — highlighted parts are example details you can swap.

Build a plain-language glossary of medical terms found in the following document, for someone trying to understand their own chart or reports.

DOCUMENT TEXT
Impression: mild bilateral pes planus, no acute osseous abnormality. Recommend orthotics as needed, f/u PRN.

TERMS ALREADY UNDERSTOOD (skip these)
I already know what 'bilateral' means.

PRIMARY GOAL FOR UNDERSTANDING THIS
I want to understand my own foot X-ray report before a follow-up call with the podiatrist.

HOW TO BUILD THE GLOSSARY
Scan the document and pull out every term, abbreviation, or piece of jargon likely unfamiliar to someone without a medical background, skipping anything already listed as known. Define each term generally — what it means, what kind of thing it is (a condition, a measurement, a type of test, a body structure) — using general, textbook-level definitions, not an explanation of what that specific instance of the term means for this particular document or patient. If a term is ambiguous out of context (an abbreviation with more than one common meaning), give the most likely general meaning based on the surrounding text and note that it could mean something else if it doesn't fit. Organize entries alphabetically rather than in the order they appear in the document, since this is meant to function as a reference someone can come back to, not a linear read-through.

WHAT NOT TO DO
Do not explain what a term's presence in this specific document implies about the patient's condition, severity, or prognosis — that crosses from defining a word into interpreting a case, which isn't what a glossary is for. Do not skip a term because it seems minor; someone building a personal glossary benefits from completeness more than editorial judgment about what's worth defining.

OUTPUT FORMAT
Alphabetical glossary: term, plain-language definition, one line noting where in the document it appears (e.g., "appears in the assessment section") so the person can find it in context.
A closing line stating this glossary defines general medical vocabulary only and does not interpret what any of these terms mean for this person's own health — that requires the clinician who wrote or ordered the document.

Customize

Optional — swap in your own details for the highlighted parts above.

Why this works

The line between defining a term generally and interpreting what it means for this specific document is the entire safety mechanism of this prompt, and it's a genuinely fine line for a model to hold: asked to define "pes planus" in a document that also says "mild" and "as needed," the natural pull is to blend the general definition with an implicit read on how significant this particular finding is — a model will often slide from "pes planus means flat feet" into something like "this is a mild, not particularly concerning finding," which has quietly crossed from vocabulary into case interpretation using information (the surrounding words "mild," "as needed") that the person building a glossary didn't ask to have synthesized into a judgment. Alphabetizing rather than following document order reinforces that this is meant to be a standing reference tool, not a narrative walkthrough of the report — someone re-reading their chart six months later needs to look up one term quickly, not re-read the whole structure. Explicitly allowing ambiguous abbreviations to be flagged as possibly meaning something else, rather than picking one confident definition, matters because medical abbreviations are genuinely overloaded across specialties, and a wrong confident definition is worse than an honestly uncertain one since the reader has no independent way to catch the error. The instruction to define everything rather than exercise editorial judgment about what's "worth" defining keeps the tool from silently deciding what matters in someone else's own medical document, which isn't a call a glossary tool should be making on the patient's behalf.

What you get back

Bilateral: affecting both sides of the body (already known — skipped). Osseous: relating to bone. Pes planus: the medical term for flat feet, a condition where the arch of the foot is lower than typical. (Appears in the impression section.) PRN: a common medical abbreviation meaning "as needed" — could occasionally appear with a different specific meaning depending on context, but this is the standard reading. (Appears in the recommendation section.) This glossary defines general medical vocabulary only and does not interpret what these terms mean for your own health — that requires your podiatrist.

Verified against

ChatGPT GPT-5.1 · 2026-08-14

Changelog

  • 2026-08-14 Initial publish, verified against ChatGPT GPT-5.1.

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