Clinical Encounter No. 4,271

A 54-year-old male presents with persistent fatigue, joint pain, and elevated ferritin.

His last three physicians missed the diagnosis.

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Delphica Clinical Reasoning Engine
→ Ingesting encounter... structured
→ Parsing symptoms: fatigue, arthralgia, elevated ferritin
→ Retrieving differential: 12 candidates
→ Querying literature: 2,847 indexed sources
→ Cross-referencing: hereditary hemochromatosis — probability 0.87
→ Recommended: HFE gene test, transferrin saturation panel
→ 3 physicians missed this. The literature didn't.
This took Delphica 4 seconds.
The average diagnostic delay for hereditary hemochromatosis is 4.3 years.
Early Validation

Diagnostic accuracy that
changes the math.

In blinded evaluations against board-certified physicians, Delphica's reasoning engine consistently identifies conditions that fall through the cracks of standard clinical workflows.

2.7x
faster to diagnosis
Median time-to-correct-diagnosis vs. standard clinical pathway across rare disease cohorts
40%
fewer missed diagnoses
Reduction in diagnostic error rate when Delphica is used as a secondary reasoning layer
92%
physician agreement
Of reviewing physicians rated Delphica's differential as clinically appropriate and actionable
$4.2T
Annual US healthcare spend
12M
Diagnostic errors per year (US)
$100B+
Estimated cost of misdiagnosis

Clinical reasoning,
augmented.

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