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CPE-005 · synthetic case LIVER-FX-13

Cirrhosis with no ultrasound for nine months

A surveillance gap in known cirrhosis.

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

Purpose: A surveillance gap in known cirrhosis.

Inputs the engine received

Liver tests and imaging

Hepatic steatosis documented
Yes

Patient

Age
66 years
Sex
Male
Alcohol intake
0 g/day

Cardiometabolic criteria

BMI
31 kg/m²

Other liver disease and context

Hepatitis B and C testing already done
Yes

Cirrhosis, decompensation and trends

Cirrhosis known
Yes
Months since last liver ultrasound
9 months

What the engine reports

Priority

Advanced fibrosis likely

LV-FIB-05

A high-risk non-invasive result (or known cirrhosis) needs specialist evaluation. Confirmation of stage belongs to hepatology.

Priority

HCC surveillance overdue

LV-HCC-01

AASLD recommends ultrasound with or without AFP every 6 months in cirrhosis, and none is recorded in that window.

Detected clinical pattern

Known Cirrhosis — Surveillance and Risk Pathway

Cirrhosis is documented. Surveillance, decompensation risk and complications matter more than classification.

  • Alcohol: Alcohol 0 g/day · MASLD range

Why this pattern was identified

  • MASLD criteria. Steatosis is documented and 1 cardiometabolic criterion/criteria are met (BMI 31).

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Arrange surveillance imaging per AASLD 2023.
  2. 2Consider referral to hepatology.AASLD 2023.
  3. 3Assess cardiovascular risk: it is the leading cause of death in MASLD.

Missing information

  • FIB-4 inputs: AST, ALT, platelets.
Evidence and rule trace · 7 rules

LV-ALC-01Alcohol intake category

Inputs: alcohol 0 g/day (male)

Alcohol intake in the MASLD range.

LV-01MASLD criteria met

Inputs: steatosis documented · 1 cardiometabolic criterion/criteria: BMI 31 · 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-FIB-05Advanced fibrosis likely

Inputs: cirrhosis known

High-risk fibrosis result.

LV-REF-01Hepatology referral to consider

Inputs: advanced fibrosis likely

Referral to hepatology is reasonable to consider.

LV-HCC-01Cirrhosis without recent surveillance imaging

Inputs: cirrhosis known · last ultrasound 9 months ago

Surveillance gap.

LV-MISS-01FIB-4 inputs incomplete

Inputs: FIB-4 inputs incomplete

FIB-4 cannot be calculated.

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-AASLD-HCC-2023 · Singal AG, Llovet JM, Yarchoan M, et al. AASLD Practice Guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma. Hepatology. 2023;78(6):1922-1965.

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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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

No stage is assigned for the values entered.

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

Priority

Advanced fibrosis likely

LV-FIB-05

A high-risk non-invasive result (or known cirrhosis) needs specialist evaluation. Confirmation of stage belongs to hepatology.

Priority

HCC surveillance overdue

LV-HCC-01

AASLD recommends ultrasound with or without AFP every 6 months in cirrhosis, and none is recorded in that window.

Detected clinical pattern

Known Cirrhosis — Surveillance and Risk Pathway

Cirrhosis is documented. Surveillance, decompensation risk and complications matter more than classification.

  • Alcohol: Alcohol 0 g/day · MASLD range

Why this pattern was identified

  • MASLD criteria. Steatosis is documented and 1 cardiometabolic criterion/criteria are met (BMI 31).

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Arrange surveillance imaging per AASLD 2023.
  2. 2Consider referral to hepatology.AASLD 2023.
  3. 3Assess cardiovascular risk: it is the leading cause of death in MASLD.

Missing information

  • FIB-4 inputs: AST, ALT, platelets.
Evidence and rule trace · 7 rules

LV-ALC-01Alcohol intake category

Inputs: alcohol 0 g/day (male)

Alcohol intake in the MASLD range.

LV-01MASLD criteria met

Inputs: steatosis documented · 1 cardiometabolic criterion/criteria: BMI 31 · 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-FIB-05Advanced fibrosis likely

Inputs: cirrhosis known

High-risk fibrosis result.

LV-REF-01Hepatology referral to consider

Inputs: advanced fibrosis likely

Referral to hepatology is reasonable to consider.

LV-HCC-01Cirrhosis without recent surveillance imaging

Inputs: cirrhosis known · last ultrasound 9 months ago

Surveillance gap.

LV-MISS-01FIB-4 inputs incomplete

Inputs: FIB-4 inputs incomplete

FIB-4 cannot be calculated.

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-AASLD-HCC-2023 · Singal AG, Llovet JM, Yarchoan M, et al. AASLD Practice Guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma. Hepatology. 2023;78(6):1922-1965.

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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