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Doctor Flags & Syndrome Detection

Patterns that single-marker tests miss - detected automatically from your blood work.

Your lab report already flags individual abnormal values. Clinical syndromes are harder to see because they emerge from patterns across multiple markers.

Our engine checks for 6 validated syndromes - including Metabolic Syndrome, NAFLD, and Iron Deficiency Anaemia - that a standard lab report misses entirely.

The 6 Clinical Syndromes

1
Metabolic Syndrome
ATP III criteria - ≥3 of 5 markers positive
Waist circumference Triglycerides ≥150 Low HDL High blood pressure Fasting glucose ≥100
Treatment priority: Lifestyle-first approach, caloric deficit, ≥150 min/week aerobic exercise
2
NAFLD Metabolic Triad
3 of 4 criteria positive
FLI ≥60 HOMA-IR >2.5 Triglycerides >150 BMI >27
Treatment priority: Address insulin resistance first, dietary carbohydrate restriction
3
Iron Deficiency Anaemia
3 of 6 criteria positive
Low hemoglobin MCV <80 (microcytosis) Depleted ferritin Low serum iron Low TIBC High transferrin saturation
Treatment priority: Oral iron supplementation + investigate underlying cause
4
Thyroid-Driven Dyslipidaemia
Elevated TSH + abnormal lipids
Elevated TSH High LDL / total cholesterol
Treatment priority: Normalize thyroid function first - lipids may resolve without statins
5
High Cardiovascular Risk Cluster
≥3 of 6 criteria positive
COX risk ≥10% AIP >0.21 LDL >160 hs-CRP >3 Non-HDL >160 TC/HDL ≥5
Treatment priority: Cardiology consultation recommended, Mediterranean/DASH diet
6
Vitamin D & Bone Mineral Deficiency
≥2 of 3 criteria positive
Vitamin D <30 ng/mL Low calcium Elevated ALP
Treatment priority: Vitamin D3 supplementation 1,000-4,000 IU/day based on severity

Doctor Flags

Beyond syndrome detection, the system flags individual critical values that warrant immediate medical attention:

These flags appear prominently in your report with clear instructions to consult your doctor.

Frequently Asked Questions

What syndromes can be detected from a blood test?

Smart Health Report detects 6 clinical syndromes: Metabolic Syndrome, Non-Alcoholic Fatty Liver Disease (NAFLD) risk, Iron Deficiency Anaemia, Thyroid dysfunction patterns, Vitamin B12 and Folate deficiency anaemia, and Chronic Kidney Disease staging. Each detection is based on validated clinical diagnostic criteria.

What is metabolic syndrome and why does it matter?

Metabolic syndrome is a cluster of conditions — high blood sugar, high triglycerides, low HDL cholesterol, high blood pressure, and excess abdominal fat — that together triple your risk of heart attack and stroke. A blood test can detect 4 of the 5 diagnostic criteria, making it one of the most detectable and reversible syndrome patterns.

What are "critical value" doctor flags in the report?

Critical value flags appear when a biomarker crosses a clinically dangerous threshold — for example, haemoglobin below 8 g/dL (severe anaemia), eGFR below 30 (stage 4 CKD), fasting glucose above 200 mg/dL, or extreme TSH values indicating overt thyroid disease. These are flagged prominently with a clear instruction to consult your doctor urgently.

Don't Miss Hidden Patterns

A standard lab report shows individual values. We connect the dots across markers to detect clinical syndromes.

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