Synthetic data only. Never enter patient information; nothing is sent or stored. For clinicians. Not FDA cleared.

CPE-005 · synthetic case LIVER-FX-24

Asian patient with BMI 24

The Asian BMI criterion (23) is met.

Synthetic · no real patientAuthored by Biod · reviewed by Dr. AmaralLiver engine v1.0.0

Purpose: The Asian BMI criterion (23) is met.

Inputs the engine received

Liver tests and imaging

Hepatic steatosis documented
Yes
AST
33 U/L
ALT
38 U/L
Platelets
250 ×10⁹/L

Patient

Age
47 years
Sex
Female
Asian ancestry (BMI ≥23 criterion)
Yes
Alcohol intake
0 g/day

Cardiometabolic criteria

BMI
24 kg/m²

Other liver disease and context

Hepatitis B and C testing already done
Yes

What the engine reports

Detected clinical pattern

Pattern Meeting the 2023 MASLD Criteria

Steatosis with 1 cardiometabolic criterion/criteria and alcohol in range. Fibrosis risk by non-invasive tests: low.

  • Alcohol: Alcohol 0 g/day · MASLD range
  • Fibrosis risk: Fibrosis risk · low

Why this pattern was identified

  • MASLD criteria. Steatosis is documented and 1 cardiometabolic criterion/criteria are met (BMI 24).

Calculations

FIB-4
1.01

Lower cutoff 1.3; high above 2.67.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Assess cardiovascular risk: it is the leading cause of death in MASLD.
Evidence and rule trace · 6 rules

LV-ALC-01Alcohol intake category

Inputs: alcohol 0 g/day (female)

Alcohol intake in the MASLD range.

LV-CALC-01Derived value

Inputs: age 47 · AST 33 · ALT 38 · platelets 250

FIB-4 = 1.01

LV-FIB-01FIB-4 and its stratum

Inputs: FIB-4 1.01 · cutoff 1.3

Low risk of advanced fibrosis.

LV-01MASLD criteria met

Inputs: steatosis documented · 1 cardiometabolic criterion/criteria: BMI 24 · alcohol in MASLD range

Pattern meeting the 2023 MASLD criteria.

LV-CV-01Cardiovascular risk assessment

Inputs: MASLD criteria met

Formal cardiovascular risk assessment is part of the work-up.

LV-04ALT above the AASLD upper limit

Inputs: ALT 38 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-DELPHI-2023 · Rinella ME, Lazarus JV, Ratziu V, et al. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. Hepatology. 2023;78(6):1966-1986.
  • 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

  1. ● Low

    FIB-4 <1.3 (<2.0 from 65), stiffness <8 kPa

  2. ○ Indeterminate

    Needs a second-line test

  3. ○ High

    FIB-4 >2.67, stiffness ≥12 kPa or ELF ≥9.8

Liver tests and imaging
Patient
Sex

A standard US drink is about 14 g.

Cardiometabolic criteria
Other liver disease and context
Cirrhosis, decompensation and trends

Live result · computed in your browser

Detected clinical pattern

Pattern Meeting the 2023 MASLD Criteria

Steatosis with 1 cardiometabolic criterion/criteria and alcohol in range. Fibrosis risk by non-invasive tests: low.

  • Alcohol: Alcohol 0 g/day · MASLD range
  • Fibrosis risk: Fibrosis risk · low

Why this pattern was identified

  • MASLD criteria. Steatosis is documented and 1 cardiometabolic criterion/criteria are met (BMI 24).

Calculations

FIB-4
1.01

Lower cutoff 1.3; high above 2.67.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Assess cardiovascular risk: it is the leading cause of death in MASLD.
Evidence and rule trace · 6 rules

LV-ALC-01Alcohol intake category

Inputs: alcohol 0 g/day (female)

Alcohol intake in the MASLD range.

LV-CALC-01Derived value

Inputs: age 47 · AST 33 · ALT 38 · platelets 250

FIB-4 = 1.01

LV-FIB-01FIB-4 and its stratum

Inputs: FIB-4 1.01 · cutoff 1.3

Low risk of advanced fibrosis.

LV-01MASLD criteria met

Inputs: steatosis documented · 1 cardiometabolic criterion/criteria: BMI 24 · alcohol in MASLD range

Pattern meeting the 2023 MASLD criteria.

LV-CV-01Cardiovascular risk assessment

Inputs: MASLD criteria met

Formal cardiovascular risk assessment is part of the work-up.

LV-04ALT above the AASLD upper limit

Inputs: ALT 38 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-DELPHI-2023 · Rinella ME, Lazarus JV, Ratziu V, et al. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. Hepatology. 2023;78(6):1966-1986.
  • 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.

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