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Understand flagged blood test results while waiting for a doctor with Claude

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by Kate Ruder (NPR)
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Outcome

When Judith Miller, a 76-year-old Milwaukee resident, saw routine blood work posted online, Miller messaged the doctor to ask about an elevated carbon dioxide reading and a 'low anion gap'. While waiting for a reply, Miller put the results into Claude and asked it to evaluate them. 'Claude helped give me a clear understanding of the abnormalities,' Miller told NPR, and because it didn't report anything alarming, the wait for the doctor's answer wasn't an anxious one. NPR's article also covers what to keep in mind before sharing lab results with a chatbot.

AI tool

Claude

Prompt Recreated prompt

The source didn't share its exact prompt, so we wrote this from what it describes.

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Here are my latest blood test results. While I wait to hear back from my doctor, please explain in plain language what the flagged items mean, including the high carbon dioxide and the low anion gap.

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Before you start, ask me 1–3 short questions about the details below and wait for my answers. Once I've answered, confirm the plan in one line and run the whole task start to finish.

Goal: Explain my lab results in plain language and help me prepare questions for my doctor. This isn't a diagnosis.

Questions to ask me first:
- Which results are flagged, and what made me want to ask about them?
- Do I have any conditions or take any medicines my doctor would consider when reading these?
- Have I already asked my doctor, and when do I expect a reply?

Inputs (fill in or confirm):
- Lab results with the lab's reference ranges, with my name, date of birth and ID numbers removed: [RESULTS]
- Relevant conditions and medicines: [CONTEXT]

Rules:
- Explain each flagged item: what it measures, what the lab's range is, and common general reasons it can be high or low.
- Use the reference ranges printed on my report, not general ones.
- Don't diagnose, and don't suggest starting, stopping or changing any medicine or supplement.
- If I have symptoms or anything worries me, tell me to contact my doctor or seek urgent care rather than wait.
- Remind me what personal details to leave out before sharing.

Checkpoint: Before explaining anything, list the flagged results you see so I can confirm you've read them correctly.

If you get stuck: If a value or unit is unclear, ask me to re-type it rather than guessing.

Verify before you finish: Check each value and range you quote against what I gave you.

Output: A plain-language note per flagged result, then 3–5 questions to ask my doctor.

Done when: I understand what each flagged result measures and have clear questions for my doctor.

Source

https://www.npr.org/sections/shots-health-news/2025/09/11/nx-s1-5537067/ai-medicine-privacy-test-results

  • After a type 2 diabetes diagnosis, Edwin van Wijk had the Claude CLI build a categorized list of ingredients available in a standard Dutch supermarket, removed everything disliked (cheese included), then wrote goals and constraints in a CLAUDE.md file. Claude generated 30 varied recipes plus a table showing each one's main protein, carbohydrates and why it suits a diabetic. Each recipe van Wijk cooks gets printed for the recipe binder in the kitchen. Alongside exercising more and other diet changes, van Wijk reports losing almost 4 kg in four weeks and a glucose drop from around 15 to around 6 mmol/L.

    Claude · Personal · Source date:

  • Dan Taylor-Watt gave Claude, ChatGPT and Gemini the same brief, with deep research turned on, to research a paternal grandfather, Cecil, who died in 1960, starting from a Word document written by Taylor-Watt's father. Claude took about 6 minutes, used 340 sources and wrote an 11-page, 4,219-word report; it found no significant new information but flagged inaccurate dates, and it later made a 3-minute-30-second narrated video using code and an open-source voice model. ChatGPT took 9 minutes, ran 714 searches and wrote 14 pages (4,659 words); it caught an error about the year of the fire that destroyed service records, noted that the LNER railway wasn't created until 1923, found information on the first wife's family, and spotted a Lance-Corporal's chevron in a photo, but its video attempt fell short. Gemini wrote the longest and most visual report (5,347 words), but its maps were wrong (Osmotherley is east, not south, of Northallerton), it missed the date problems, and it said it couldn't make a video.

    Claude, ChatGPT, Gemini · Personal · Source date:

  • Adam Davidson gave Claude access to two Proxmox machines in a home lab and asked it to look for problems without changing anything. Writing for How-To Geek, Davidson says Claude found three overlooked problems. The backup job only covered services Davidson had picked by hand, so newly added services were being skipped; the fix was to back up everything by default and exclude what isn't needed. The ISP had changed the IPv6 prefix, so a few services still pointed at a Pi-hole IPv6 address that no longer existed, which was why a Jellyfin list plugin had been silently failing. And on the OptiPlex running Proxmox, the enterprise repository was off with no free repository turned on, so it was stuck on 9.1.1; it has since been updated.

    Claude · Personal · Source date: