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

CPE-005 · synthetic case LIVER-FX-15

Jaundice and ascites

Signs of decompensation.

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

Purpose: Signs of decompensation.

Inputs the engine received

Liver tests and imaging

Hepatic steatosis documented
Yes
Total bilirubin
4.8 mg/dL

Patient

Age
61 years
Sex
Male

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
3 months
Jaundice
Yes
Ascites
Yes

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

Markers of impaired liver function

LV-SAFE-03

Bilirubin, INR or albumin is outside the range expected in uncomplicated MASLD. Do not attribute to MASLD without excluding other causes.

Detected clinical pattern

Urgent Review Finding

A safety rule calls for urgent clinical assessment. Read the safety findings first.

  • Pattern: cirrhosis pathway

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Urgent clinical assessment of possible decompensated liver disease.
  2. 2Priority review of impaired liver function.
  3. 3Consider referral to hepatology.AASLD 2023.

Differentials, pitfalls and contradicting signals

  • Other causes of steatosis: drugs, genetic and endocrine causes, rapid weight loss, malnutrition, lipodystrophy.

Missing information

  • FIB-4 inputs: AST, ALT, platelets.
Evidence and rule trace · 6 rules

LV-03Steatosis without a cardiometabolic risk factor

Inputs: steatosis documented · no cardiometabolic risk factor

MASLD criteria not met; consider other causes of steatosis.

LV-FIB-05Advanced fibrosis likely

Inputs: cirrhosis known

High-risk fibrosis result.

LV-REF-01Hepatology referral to consider

Inputs: advanced fibrosis likely · decompensation

Referral to hepatology is reasonable to consider.

LV-SAFE-01Signs of decompensated liver disease

Inputs: jaundice · ascites

Urgent clinical assessment: possible decompensated liver disease.

LV-SAFE-03Synthetic dysfunction or marked cholestasis

Inputs: bilirubin 4.8 mg/dL

Priority review: markers of impaired liver function.

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.

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

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

Markers of impaired liver function

LV-SAFE-03

Bilirubin, INR or albumin is outside the range expected in uncomplicated MASLD. Do not attribute to MASLD without excluding other causes.

Detected clinical pattern

Urgent Review Finding

A safety rule calls for urgent clinical assessment. Read the safety findings first.

  • Pattern: cirrhosis pathway

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Urgent clinical assessment of possible decompensated liver disease.
  2. 2Priority review of impaired liver function.
  3. 3Consider referral to hepatology.AASLD 2023.

Differentials, pitfalls and contradicting signals

  • Other causes of steatosis: drugs, genetic and endocrine causes, rapid weight loss, malnutrition, lipodystrophy.

Missing information

  • FIB-4 inputs: AST, ALT, platelets.
Evidence and rule trace · 6 rules

LV-03Steatosis without a cardiometabolic risk factor

Inputs: steatosis documented · no cardiometabolic risk factor

MASLD criteria not met; consider other causes of steatosis.

LV-FIB-05Advanced fibrosis likely

Inputs: cirrhosis known

High-risk fibrosis result.

LV-REF-01Hepatology referral to consider

Inputs: advanced fibrosis likely · decompensation

Referral to hepatology is reasonable to consider.

LV-SAFE-01Signs of decompensated liver disease

Inputs: jaundice · ascites

Urgent clinical assessment: possible decompensated liver disease.

LV-SAFE-03Synthetic dysfunction or marked cholestasis

Inputs: bilirubin 4.8 mg/dL

Priority review: markers of impaired liver function.

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.

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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