Can AI tell me what my lab results mean?
Nah. Lab results depend on your history, medications and the lab's own ranges, so a chat answer can scare or reassure you wrongly. Use AI to prepare questions for your clinician.
01Why nah
- Normal ranges differ by lab, age and sex.
- A single value means little without your history.
- Only your clinician can say what a result means for you.
02The prompt
Replace everything in [BRACKETS] with your own details, then paste it into your AI app.
I have lab results to discuss with my clinician. Help me prepare. Do NOT interpret my results or tell me whether anything is normal or abnormal. The tests listed on my report (names only): [e.g. CBC, lipid panel, A1C] Give me: 1. A one-line plain-English description of what each test generally measures. 2. Questions to ask my clinician about my results. 3. What to bring or note before the appointment.
03Steps
- Read the report's own notes and ranges.
- Use the questions at your appointment or through your patient portal.
- If a result is flagged as urgent, contact your clinician right away.
04What can go wrong
- Never use AI instead of your clinician for results.
- Don't paste your name, date of birth or member ID into a chat.
05What to use
06Our test runs
2 runs, each with a different made-up sample. 2 of 2 passed every check.
The made-up sample:
[e.g. CBC, lipid panel, A1C]1. CBC: counts red blood cells, white blood cells, and platelets to assess overall blood health. Lipid panel: measures total cholesterol, LDL, HDL, and triglycerides to evaluate heart‑risk fats. A1C: shows average blood glucose over the past 2‑3 months, indicating diabetes control. 2. Questions to ask: CBC – Do any values suggest anemia, infection, or other issues? Lipid panel – What are my target cholesterol numbers and do I need medication or diet changes? A1C – How does this result compare to my goal, and what steps can improve it? Are there any trends I should monitor? 3. Bring: a printed copy of the lab report, a list of current medications and supplements, recent diet/exercise log, and any symptom notes.
- Provide one-line plain-English description of each test
- Provide questions to ask clinician about results
- Provide list of what to bring or note
- Do not interpret results or label normal/abnormal
- Didn't make up details we never gave it
What came back (excerpt):
- CBC: Measures the different parts of your blood to check your overall health. - Lipid panel: Checks the levels of different types of cholesterol and fats in your blood.
Read the full answer
Here's the information to help you prepare for your appointment: 1. One-line descriptions of each test: - CBC: Measures the different parts of your blood to check your overall health. - Lipid panel: Checks the levels of different types of cholesterol and fats in your blood. - A1C: Shows your average blood sugar levels over the past few months. 2. Questions to ask your clinician: - For the CBC: Are there any values that stand out, and what do they mean for my health? - For the lipid panel: What do my results mean, and are there any changes I should make? - For the A1C: How does my result compare to what we're aiming for, and what can I do to improve it? 3. What to bring or note: - A printed copy of your lab report - A list of your current medications and supplements - A log of your recent diet and exercise habits - Any notes about symptoms you've been experiencing
Check that no specific result interpretation is given.
The made-up sample (a messier one):
[e.g. CBC, lipid panel, A1C]Tests: CBC with diff, basic metabolic panel, lipid panel, A1c, vitamin D 25‑OH, thyroid panel (TSH, free T4). 1. CBC: counts red/white cells and platelets. BMP: electrolytes, kidney function, glucose. Lipid: cholesterol & triglycerides. A1c: average blood sugar over 3 months. Vitamin D: 25‑OH level. Thyroid: hormone activity. 2. Questions: What do my numbers suggest about my health risks? Which results need repeat testing? How do they relate to my current meds and symptoms? Any specific diet or exercise changes you recommend? Should I be concerned about any borderline values? 3. Bring: printed copy of the lab report, a list of all medications and supplements, recent diet or symptom diary, and insurance card.
- Provide one-line plain-English description for each test
- List questions to ask the clinician
- List items to bring or note before appointment
- Do not interpret results or label them normal/abnormal
- Didn't make up details we never gave it
What came back (excerpt):
1. One-line plain-English descriptions of each test: * CBC with diff: Measures the different types of cells in your blood. * Basic metabolic panel: Checks various substances in your blood to see how your body is working.
Read the full answer
Here's the information you requested: 1. One-line plain-English descriptions of each test: * CBC with diff: Measures the different types of cells in your blood. * Basic metabolic panel: Checks various substances in your blood to see how your body is working. * Lipid panel: Looks at the levels of different types of cholesterol and fats in your blood. * A1c: Measures your average blood sugar levels over time. * Vitamin D 25-OH: Checks the level of vitamin D in your blood. * Thyroid panel (TSH, free T4): Measures the levels of certain hormones related to your thyroid gland. 2. Questions to ask your clinician about your results: * What do my numbers suggest about my health risks? * Which results need repeat testing? * How do they relate to my current medications and symptoms? * Are there any specific diet or exercise changes you recommend based on my results? * Should I be concerned about any borderline values? 3. What to bring or note before the appointment: * A printed copy of your lab report * A list of all medications and supplements you're currently taking * A recent diet or symptom diary (if you've been keeping one) * Your insurance card
Answer meets all required sections and avoids result interpretation.
How each run works: we fill the prompt with a made-up sample, run it once in Llama 3.3 70B, and GPT-OSS 120B grades the answer against the prompt's own rules. Word limits are counted by code, and every quote flagged as made up is checked against the full answer. Your results can differ. How we test.