Prediction tool Demo · synthetic inference

Predict competing-risk outcomes

Enter donor and recipient HLA typing across five loci. CAPA returns cumulative-incidence curves, per-risk estimates, and interpretability views. Use a preset to start instantly.


HLA Typing
LocusDonorRecipient
Allele match / 10

Enter HLA typing and run a prediction to see results.

GvHD
0%
5-yr cumulative incidence
Relapse
0%
5-yr cumulative incidence
TRM
0%
5-yr cumulative incidence
Cumulative incidence functions0 – 72 months
0.25 .50.751.0 036 mo72 mo
GvHD Relapse TRM
Locus attribution · relapseSHAP, signed

Positive (right) increases predicted risk; negative (left) decreases it.

Cross-attentiondonor → recipient
ABCDRB1DQB1

Research demo only. Outputs are generated by a deterministic synthetic model for interface demonstration and must not inform any clinical decision.