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Overview

Suspecting automatically identifies patients who may have undiagnosed or under-coded conditions based on clinical evidence in their medical records. The system analyzes prior medical history to find patterns that suggest a condition may be present but has not yet been formally coded. Suspected conditions are represented as FHIR Condition resources with a verificationStatus of unconfirmed. Each suspected condition includes the ICD-10 code, supporting evidence, and the clinical rules (definitions) that triggered the suspicion. When clinical data becomes available in our system for a patient, suspecting runs on the next analytics cycle (typically within about 30 minutes). Data may arrive through a Network Query or real-time patient notifications such as ADTs. Later cycles keep re-evaluating your patient population to surface coding opportunities and improve risk adjustment accuracy.

How It Works

The system uses two detection modes:
  • Suspect — The patient has clinical evidence suggesting a condition but no existing diagnosis code on file. For example, two fasting glucose readings above 126 mg/dL without a diabetes diagnosis.
  • Recapture — The patient had a diagnosis code in a prior year but it has not been captured in the current year, and there is supporting clinical evidence.
Each detection rule is called a definition. A definition belongs to a group (e.g., “diabetes”) and specifies the exact clinical logic used to identify the suspect. Multiple definitions within the same group may target the same ICD-10 code through different evidence pathways.

Available Condition Groups

The following condition groups are currently supported.
More condition groups are under active development. If there is a specific condition you’d like added, get in touch with us directly.

Mental Health

Condition
Bipolar Disorder
Major Depression
Dementia
Seizure Disorder
Anorexia / Bulimia
Alcohol Use Disorder

Cardiovascular

Condition
Heart Failure
Hypertension
Coronary Artery Disease
Peripheral Arterial Disease
Carotid Artery Stenosis
Angina
Arrhythmia
Aortic Aneurysm
History of Cerebrovascular Accident

Metabolic

Condition
Morbid Obesity
Diabetes
Prediabetes
Hyperlipidemia
Hyperparathyroidism
Hypothyroidism

Respiratory

Condition
COPD
Obstructive Sleep Apnea

Renal / Hepatic

Condition
Chronic Kidney Disease
Cirrhosis
Chronic Hepatitis C

Other

Condition
Diabetic Retinopathy
Retinal Vein Occlusion
Age-Related Macular Degeneration
Lung Nodule
Thyroid Nodule
Barrett’s Esophagus
Benign Carcinoid
Bone Density
Amputation
Ostomy
History of Active Cancer

Getting Started

Once suspecting is enabled for your account, suspected conditions are available through the API and Dashboard as each analytics cycle completes.

Accessing via API

Suspect results are available through the API: Each result is a FHIR Bundle that includes a Patient resource, the suspected Condition, and supporting evidence resources (Observations, Procedures, MedicationRequests).

Additional Information

For more information about working with patient data, see the data analytics documentation.