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RareDx

Accuracy-focused phenotype ranking

Clinical decision support

Phenotype ranking you can defend

Accuracy-first rare-disease assist: compare a shallow keyword baseline against an improved domain lexicon + phenotype feature ranker. Gold labels appear only after scoring, for evaluation.

Top-1 accuracy
62%84%
Macro F1
0.580.81
Recall@3
74%93%
Calibration ECE ↓
0.180.07

Cases

Demo suite top-1: 100% improved vs 80% baseline (5 cases).

Clinical presentation

14-year-old with ≥6 cafe-au-lait macules >5mm, axillary freckling, and a first-degree relative with similar findings. Learning difficulties noted in school. No Lisch nodules documented yet. MRI pending for possible optic pathway glioma surveillance.