Synthetic data only. Never enter patient information; nothing is sent or stored. For clinicians. Not FDA cleared.For licensed clinicians. Educational demonstration on synthetic data. Never enter real patient identifiers or protected health information: everything runs in your browser and nothing is sent or stored. Clinical decision support only; not FDA cleared; physician review is required.
CPE-005 · synthetic case LIVER-FX-02
Type 2 diabetes, no imaging yet
A 58-year-old with diabetes and normal enzymes: the screening question.
Purpose: A 58-year-old with diabetes and normal enzymes: the screening question.
Inputs the engine received
Liver tests and imaging
- AST
- 28 U/L
- ALT
- 31 U/L
- Platelets
- 250 ×10⁹/L
Patient
- Age
- 58 years
- Sex
- Female
Cardiometabolic criteria
- BMI
- 33 kg/m²
- Type 2 diabetes
- Yes
Other liver disease and context
- Hepatitis B and C testing already done
- Yes
What the engine reports
Detected clinical pattern
Fibrosis Screening Opportunity
Steatosis is not documented, but the risk profile warrants FIB-4 under AASLD 2023. This is not a MASLD diagnosis. Fibrosis risk by non-invasive tests: low.
- Fibrosis risk: Fibrosis risk · low
Calculations
- FIB-4
- 1.17
Lower cutoff 1.3; high above 2.67.
Recommended next steps
For physician consideration. Urgent review always comes first.
- 1Review the FIB-4 result and consider liver imaging to document steatosis.AASLD 2023 recommends FIB-4 in these risk profiles.
Evidence and rule trace · 4 rules
LV-02Steatosis not documented, fibrosis screening indicated
Inputs: type 2 diabetes · steatosis not documented
Fibrosis screening opportunity.
LV-04ALT above the AASLD upper limit
Inputs: ALT 31 U/L (limit 25 for female)
ALT above the sex-specific upper limit.
Evidence
- EV-AASLD-2023 · Rinella ME, Neuschwander-Tetri BA, Siddiqui MS, et al. AASLD Practice Guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology. 2023;77(5):1797-1835.
- EV-MCPHERSON-2017 · McPherson S, Hardy T, Dufour JF, et al. Age as a confounding factor for the accurate non-invasive diagnosis of advanced NAFLD fibrosis. Am J Gastroenterol. 2017;112(5):740-751.
Physician adjudication required. Clinical decision support for physician review. This output classifies steatotic liver disease under the 2023 nomenclature and stratifies fibrosis risk. It does not stage fibrosis by itself, diagnose a cause, or recommend a drug. Physician adjudication is required.
Change the values
The same engine, starting from this case. Change any value and watch the pattern and the rule trace react.
Fibrosis risk by non-invasive tests
● Low
FIB-4 <1.3 (<2.0 from 65), stiffness <8 kPa
○ Indeterminate
Needs a second-line test
○ High
FIB-4 >2.67, stiffness ≥12 kPa or ELF ≥9.8
Liver tests and imaging
Patient
A standard US drink is about 14 g.
Cardiometabolic criteria
Other liver disease and context
Cirrhosis, decompensation and trends
More liver cases
LIVER-FX-01
Steatosis with metabolic risk and a low FIB-4
A 52-year-old man with fatty liver on ultrasound, BMI 31 and triglycerides 190.
LIVER-FX-03
Indeterminate FIB-4
FIB-4 of 2.0 in a 56-year-old with steatosis.
LIVER-FX-04
High FIB-4
FIB-4 above 5 in a 63-year-old man with low platelets.
LIVER-FX-05
FIB-4 of 1.65 at age 70
Low risk under the age-adjusted cutoff of 2.0.
LIVER-FX-06
Stiffness 14 kPa with a low FIB-4
Discordant tests: the elastography result prevails as a warning.
LIVER-FX-07
ELF 10.1
A high ELF with FIB-4 in the indeterminate range.
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