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

CPE-007 · synthetic case CVR-FX-17

On a statin, no lipid panel for 18 months

A monitoring gap.

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

Purpose: A monitoring gap.

Inputs the engine received

Lipids and risk estimate

LDL-C
105 mg/dL
Total cholesterol
190 mg/dL
HDL-C
49 mg/dL
10-year ASCVD risk (from your calculator)
9 %
Calculator used
Pooled Cohort

Patient

Age
59 years

Treatment and familial risk

On lipid-lowering therapy
Yes
Months since last LDL-C
18 months

What the engine reports

Detected clinical pattern

Intermediate 10-Year Risk (7.5% to <20%)

Category from the entered Pooled Cohort Equations risk.

  • 10-year risk: 10-year risk 9% · intermediate

Calculations

Non-HDL cholesterol
141 mg/dL

Total cholesterol minus HDL-C.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Repeat a lipid panel: none is recorded in the last 12 months.
Evidence and rule trace · 3 rules

CV-CALC-01Derived value

Inputs: total cholesterol 190 · HDL-C 49

Non-HDL cholesterol 141 mg/dL.

CV-0410-year ASCVD risk category

Inputs: 10-year risk 9% (Pooled Cohort Equations)

Risk category: intermediate.

CV-11Monitoring gap

Inputs: last LDL-C 18 months ago

Follow-up lipid measurement is overdue.

Evidence

  • EV-ACCAHA-CHOL-2018 · Grundy SM, Stone NJ, Bailey AL, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA Guideline on the Management of Blood Cholesterol. Circulation. 2019;139(25):e1082-e1143.
  • EV-ACCAHA-PREV-2019 · Arnett DK, Blumenthal RS, Albert MA, et al. 2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease. Circulation. 2019;140(11):e596-e646.

Physician adjudication required. Clinical decision support for physician review. This output organizes guideline categories and risk modifiers. It does not calculate a 10-year risk, select a drug or dose, or replace a shared decision with the patient. 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.

10-year risk category (Pooled Cohort Equations)

  1. ✓ Low · <5%

    Lifestyle emphasis

  2. ✓ Borderline · 5 to <7.5%

    Enhancers inform the discussion

  3. ● Intermediate · 7.5 to <20%

    Statin discussion favored; CAC can help

  4. ○ High · ≥20%

    Statin benefit is greatest

Lipids and risk estimate
  • <100
  • 100–159
  • 160–189
  • ≥190
  • <150
  • 150–499
  • ≥500
  • ≥1000

This engine does not calculate it.

Calculator used
Patient

Recent ACS, prior MI, ischemic stroke, symptomatic PAD.

Age ≥65, HeFH, prior revascularization, diabetes, hypertension, CKD, smoking, HF.

Risk enhancers and extra tests
Lp(a) unit
Treatment and familial risk

Live result · computed in your browser

Detected clinical pattern

Intermediate 10-Year Risk (7.5% to <20%)

Category from the entered Pooled Cohort Equations risk.

  • 10-year risk: 10-year risk 9% · intermediate

Calculations

Non-HDL cholesterol
141 mg/dL

Total cholesterol minus HDL-C.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Repeat a lipid panel: none is recorded in the last 12 months.
Evidence and rule trace · 3 rules

CV-CALC-01Derived value

Inputs: total cholesterol 190 · HDL-C 49

Non-HDL cholesterol 141 mg/dL.

CV-0410-year ASCVD risk category

Inputs: 10-year risk 9% (Pooled Cohort Equations)

Risk category: intermediate.

CV-11Monitoring gap

Inputs: last LDL-C 18 months ago

Follow-up lipid measurement is overdue.

Evidence

  • EV-ACCAHA-CHOL-2018 · Grundy SM, Stone NJ, Bailey AL, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA Guideline on the Management of Blood Cholesterol. Circulation. 2019;139(25):e1082-e1143.
  • EV-ACCAHA-PREV-2019 · Arnett DK, Blumenthal RS, Albert MA, et al. 2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease. Circulation. 2019;140(11):e596-e646.

Physician adjudication required. Clinical decision support for physician review. This output organizes guideline categories and risk modifiers. It does not calculate a 10-year risk, select a drug or dose, or replace a shared decision with the patient. Physician adjudication is required.

More cardio cases

All cardio cases

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

Contact Biod