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

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.

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

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.

  1. 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-CALC-01Derived value

Inputs: age 58 · AST 28 · ALT 31 · platelets 250

FIB-4 = 1.17

LV-FIB-01FIB-4 and its stratum

Inputs: FIB-4 1.17 · cutoff 1.3

Low risk of advanced fibrosis.

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

  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

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.

  1. 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-CALC-01Derived value

Inputs: age 58 · AST 28 · ALT 31 · platelets 250

FIB-4 = 1.17

LV-FIB-01FIB-4 and its stratum

Inputs: FIB-4 1.17 · cutoff 1.3

Low risk of advanced fibrosis.

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.

More liver cases

All liver cases

The Clinical Intelligence Layer — transforming fragmented clinical information into structured intelligence for clinician review and action.

Contact Biod