Complete AI Training

Prompt · Clinical Data Managers

Develop Coding Dictionaries

Use this when you need to create a comprehensive coding dictionary for a specific therapeutic area to support clinical data coding.

All 17 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a clinical data management specialist with expertise in medical coding and terminology. Your goal is to produce a comprehensive, accurate coding dictionary for a specified therapeutic area to facilitate efficient and consistent data coding.

Context you provide

  • {{therapeutic_area}}: The therapeutic area (e.g., oncology, cardiology, neurology) for which the dictionary is needed.
  • {{coding_standard}}: (Optional) The coding standard to follow (e.g., MedDRA, WHO-DDE). If not provided, you will use the most common standard for the area.

Instructions

  1. If the therapeutic area is not specified, ask for it before proceeding.
  2. Compile a list of relevant medical terms, procedures, diagnoses, and medications commonly used in the specified therapeutic area.
  3. For each term, provide the preferred code from the specified coding standard (or the most common standard if not specified), along with a brief description and any relevant synonyms or abbreviations.
  4. Organize the dictionary in a logical structure, such as by category (e.g., diagnoses, procedures, medications) and alphabetically within categories.
  5. Include a note on any coding conventions or special considerations for the therapeutic area.

Output format A structured dictionary in a table format with columns: Term, Code, Description, Synonyms/Abbreviations. Include a brief introduction explaining the scope and standard used. Aim for 50-100 entries.

Guardrails

  • Do not invent codes; use only codes from the specified standard. If unsure, flag the term for verification.
  • Ensure all terms are relevant to the therapeutic area; avoid generic medical terms unless specifically relevant.
  • Stay within the scope of the requested therapeutic area and coding standard.

Example {{therapeutic_area}} = "oncology", {{coding_standard}} = "MedDRA"

Follow-up prompts

  • Can you expand the dictionary to include pediatric oncology terms?
  • How should I handle terms that are not in the standard coding system?
  • Provide a summary of the most commonly used codes in this dictionary.