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Every page on this site, grouped by what you came to do. Search engines get the same list in sitemap.xml, and AI assistants in llms.txt.
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- Medical records summary AI: how it fails and how to check itMedical records summary AI drops facts, flips negatives and misdates visits. 10 failure types, a sampling calculator, a checklist and a synthetic test file.2,130 words · updated 2026-11-12
- How AI summaries of medical records fail: 10 failure typesThe 10 ways an AI summary of a medical record goes wrong, from omissions and lost negatives to copy-forward and wrong-patient pages, with checks.1,752 words · updated 2026-11-12
Check a summary
- Citation checks: how to verify the pages an AI summary citesHow to check page citations in an AI medical record summary: 6 ways a citation misleads, how many lines to sample, and how 9 tools link sources.1,452 words · updated 2026-11-12
- Wrong dates and lost negatives: 2 errors a read-through missesWhy AI summaries of medical records pick the wrong date and drop negatives and hedges: a field guide to 12 date types and the cue words to search for.1,295 words · updated 2026-11-12
- AI medical summary verification checklist, by failure typeAn interactive checklist for verifying an AI summary of medical records, by failure type, that shows which of 10 failure types are still open.1,014 words · updated 2026-11-12
Test a tool
- A synthetic test file for AI medical record summaries, with answer keyA free 12-page synthetic medical record with 15 planted traps and an answer key. Run it through any AI summary tool and score what it gets wrong.2,155 words · updated 2026-11-12
- What studies show about errors in AI medical summaries10 published studies on errors in AI summaries of clinical text: what each measured, what it found, and why the rates don't transfer to your files.1,252 words · updated 2026-11-12
- Medrecords AI: what it checks for you, and what it leaves to youOur own product, plainly: how Medrecords AI links summary lines to source pages, what you still check, its price, and when to pick another tool.872 words · updated 2026-11-12
Look something up
- Glossary: terms for AI summary errors and checksPlain definitions of the terms for errors in AI summaries of medical records, from hallucination and omission to upper bound and reverse spot check.714 words · updated 2026-11-12
- Questions about checking AI summaries of medical recordsShort answers on checking AI summaries of medical records: error types, how many lines to check, citations, dates, test files and who signs.752 words · updated 2026-11-12
About this site
- Methodology and conflict of interestHow this site picks studies, reads vendor pages, computes sampling bounds and builds the synthetic test file, and how we handle publishing it as a vendor.771 words · updated 2026-11-12
- About Medical Records Summary AIMedical Records Summary AI is a guide to checking AI summaries of medical records, published by Medrecords AI. Owner, author and corrections.471 words · updated 2026-11-12
- PrivacyThis site has no forms that send data, no accounts, no ads and no tracking cookies. The calculator and checklists run in your browser. What our host logs.126 words · updated 2026-11-12