Questions physician reviewers ask about AI in med mal work
Short version: use a page-cited record tool under a BAA for the chart, a literature tool for the medicine, and your own judgment for the opinion. The answers below link to the page that covers each topic in depth.
Limits: We read each product's own web pages on 2026-11-12 and did not upload records to any of them, ours included. Prices, plans and features change, and nothing here is legal advice or a substitute for your own clinical judgment.
Choosing a tool
Do I need my own AI tool if the retaining firm already uses one?
Often not. Ask for the chronology export with page links and check it against the record as you would your own draft. Buy your own when you review often enough to want control over the file. The tools page has picks by reviewer type.
What separates a record tool from a chatbot?
A record tool reads the whole production, removes duplicates and links each answer to a page of your file. A chatbot answers from its training or from a few uploaded pages, and its citations, if any, point to journals.
Which AI is best for guideline questions?
OpenEvidence, ChatGPT for Clinicians, UpToDate Expert AI and ClinicalKey AI all answer with citations. All of them answer with current evidence, so pull the edition in force on the date of care yourself. See the deviations page.
Privacy
Can I upload a med mal chart to an AI tool?
Only to a tool whose maker has signed a BAA covering that product and plan, and only if your engagement allows it. Consumer chatbot plans do not offer a BAA.
What about literature questions?
Describe the clinical question without names, dates of service or record numbers, and any literature tool is fine to use.
Using AI output
How should I check an AI timeline?
Confirm every time against the flowsheet and notes, mark late entries and copied exams, and add the interval from each abnormal finding to the first response. The worked example shows the 5 errors to look for.
How do I check AI-suggested references?
Find each in PubMed by title and DOI, read the results, and confirm it fits your patient. A 2023 study found fabricated references among chatbot-written literature reviews. See the causation page.
Can AI keep the outcome out of my review?
Partly. Ask cut-off questions, frame questions around what the clinician could see, and upload records in stages when the tool allows it. Tools still leak later events, so re-ask when they do.
Which records will an AI tool fail to flag as missing?
The ones no page mentions: monitor and fetal strips, pager logs, the audit trail, policies and the DICOM studies. Our checklist builds a request list for them.
Opinions and disclosure
Can AI form or write my standard-of-care opinion?
It should not form it. A tool can turn your notes into your format, but every opinion in the report has to be yours, and you sign it.
Should I disclose that I used AI?
Rules and expectations differ by jurisdiction and by case. Discuss it with the retaining attorney before you write, keep the source pages for every fact you rely on, and be ready to explain how you checked the tool's output.
What does AI review of a med mal file cost?
Published prices on 2026-11-12 ranged from free chronologies to $350 a case, $47 a month flat, or 10 cents a deduplicated page for Medrecords AI (ours). See the tools page.