For Clinical Documentation Improvement Specialists ·
What you'll accomplish
By the end of this guide, you'll have ChatGPT configured with a detailed system prompt for CDI query drafting, so every time you open a conversation you can describe a de-identified clinical scenario and get a AHIMA-compliant physician query draft in under 2 minutes. You'll also have 5 ready-to-use query template prompts for the most common CDI query types in your program.
What you'll need
Go to chatgpt.com and sign in. If you don't have an account, click Sign up and create one with your email. The setup process takes about 2 minutes.
What you should see: The ChatGPT main interface — a clean text input at the bottom and your conversation history on the left.
Click New Chat in the upper left corner. This opens a fresh conversation window.
What you should see: A blank chat interface with "What can I help with?" displayed.
In the message box, type or paste the following setup message. This tells ChatGPT how to behave for all your CDI query requests in this conversation:
You are a CDI physician query drafting assistant. Your role is to help me draft compliant, non-leading physician queries following AHIMA 2019 Physician Query Compliance Guidelines.
When I describe a clinical scenario, you will:
1. Draft a compliant query with a professional opening referencing the chart without PHI
2. State the documentation opportunity clinically and specifically
3. Provide 4-6 multiple-choice response options including "Clinically undetermined" and "Other: ___"
4. Never lead the physician toward a specific response
5. Use clinical language appropriate for a physician audience
I will provide de-identified clinical details. You will draft the query. I will review and customize before sending.
Confirm you understand these instructions.
Press Enter or click the send button.
What you should see: ChatGPT confirms it understands the instructions and is ready to draft queries.
Troubleshooting: If ChatGPT responds with a general answer instead of confirming, try rephrasing: "Acknowledge these instructions and confirm you'll follow them for all queries I request today."
Now describe a real (but de-identified) clinical scenario. Use this format:
Draft a query for a patient with: [primary reason for admission]. Clinical indicators include: [lab values, vital signs, treatment]. The documentation gap is: [what is unclear or missing]. Diagnosis in question: [the diagnosis you're querying for].
Example: "Patient admitted with pneumonia requiring oxygen therapy, WBC 14.2, temperature 38.8°C. Documentation says 'respiratory failure' without type. Query for: type of respiratory failure (hypoxic vs. hypercapnic vs. combined)."
Read the generated query carefully and check:
Copy the query into your CDI software or facility query form. Add your facility's header, the patient encounter identifier (MRN/account number), and your name/credentials. Remove any de-identification placeholders. Send through your normal query channel (EHR in-basket, CDI tool, or printed form).
What you should see after step 4: A 200–350 word query with a clinical opening, the documentation concern stated, and 4–6 labeled response options.
Use these for the most common CDI query scenarios — just fill in the brackets:
Respiratory failure type query:
Draft a query for respiratory failure. Patient required [O2 support/intubation]. ABGs show [pO2/pCO2 values if available]. Current documentation says "respiratory failure" without type. Query for: hypoxic, hypercapnic, or combined respiratory failure.
Sepsis vs. SIRS query:
Draft a query for sepsis vs. SIRS. Patient with suspected infection has [number] SIRS criteria: [list criteria present]. Blood cultures [positive/pending]. IV antibiotics started. Query for: whether this meets the clinical threshold for sepsis vs. SIRS.
Malnutrition query:
Draft a query for malnutrition. Patient has [weight loss details, albumin value, intake assessment]. Nutrition support has been consulted. Query for: severity of malnutrition (mild, moderate, severe) based on ASPEN criteria.
Acute kidney injury query:
Draft a query for AKI. Patient's creatinine has risen from [baseline] to [current value]. [Relevant contributing factors]. Query for: acute kidney injury and stage (1, 2, or 3) if appropriate.
Encephalopathy type query:
Draft a query for encephalopathy. Patient demonstrates [symptoms/altered mental status details]. Possible contributing factors include [infections, medications, metabolic]. Query for: type of encephalopathy (metabolic, toxic, hepatic, septic, or other).