# AI Lab Abnormality Interpreter
> Paste an abnormal lab pattern; get a structured differential and workup framework with the specific guideline / review to verify against. Clinical education — not medical advice.

## Overview

The Lab Abnormality Interpreter takes free-text laboratory findings and returns a structured differential framework: the headline abnormality, common causes with brief mechanism, the workup steps clinicians commonly consider, the clinical features to reassess, and red-flag findings that warrant urgent evaluation. Every response carries a verify-against-sources field naming the relevant guideline, review, or laboratory medicine reference.

## Who this is for

- Internal medicine residents on consultative services
- Hospitalists and emergency physicians on busy services
- Medical students mapping abnormal labs to differentials

## Cited source

**Source-grounded lab interpretation** (2024) — Rounds AI

_Primary publication:_ Each response cites the specific guideline or review the clinician should open to verify.

## FAQs

### What kinds of labs work best?

Common chemistry, haematology, liver, renal, and acid-base patterns. The tool is least useful for highly specialised assays where institutional reference ranges dominate interpretation.

### Can I paste raw EHR output?

Strip identifiers first. The tool accepts unstructured free text; the more it has (units, abnormal-flag context, trend), the better the output.

### Will it tell me what to order next?

It returns a workup framework the clinician should consider — not an order. The clinician validates and orders.

### Does it know my institution's reference ranges?

No. Reference ranges vary by laboratory; if the result is borderline, verify with your local lab.

### Is it useful in paediatrics or pregnancy?

Reference ranges differ in those populations. Always interpret with population-specific guidance.

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_Rounds AI is a citation-first clinical AI assistant. It supports clinical reasoning by surfacing cited information and is not a substitute for independent clinical judgement._