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

CPE-002 · Insulin-resistance–associated pattern

IRP-004: Convergent IR-Associated Pattern

Convergent IR-Associated Pattern. Research rule, disabled in production until externally validated.

Sandbox rule · disabled by defaultSandbox — disabled by defaultMetabolic engine v1.0.0

This is a research rule. It stays off in production until an assay-specific threshold profile and external specialist validation exist. In the metabolic playground you can enable the sandbox with your own thresholds.

Required before it can be enabled

  • IRP-002 OR IRP-003 triggered
  • One or more corroborating metabolic findings
  • External validation

Output

  • PATTERN_COMPATIBLE_WITH_INSULIN_RESISTANCE_ASSOCIATED_METABOLIC_DYSFUNCTION

Diagnostic boundary

  • Pattern detection only; no autonomous diagnosis of insulin resistance.

Evidence

  • EV-NIDDK-IRNational Institute of Diabetes and Digestive and Kidney Diseases. Insulin Resistance & Prediabetes.Supports: Insulin resistance testing is not routine diagnostic testing in the same way as prediabetes testing. Prediabetes testing uses A1C, fasting plasma glucose, or OGTT.

Cases where this rule fires

Open a case to see this rule fire with real inputs, then change the values until it stops.

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