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 {{tool:ChatGPT.url}} 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).