RESEARCH TRANSLATION

Individual prognosis for PCNSL.

Explore overall and progression-free survival in primary central nervous system lymphoma, with individualized risk groups, survival estimates and interpretable feature contributions.

Loading the prediction models…

PREDICTION NOTES

Understanding your prediction.

01

Individual, not group-average, survival

Your risk score, risk group and survival curve come from the same endpoint-specific Cox model. Individual probabilities use its baseline survival function, not the Kaplan–Meier curve of a risk group.

02

Use the correct prediction time

Time is measured from the study index date, not the date you complete this form. Use only information known at that index date. Endpoint definitions and novel-agent categories must be confirmed against the study protocol.

03

Interpret long-term estimates cautiously

Only 8 OS and 7 PFS development patients remained at risk at 60 months. Long-term estimates have limited support. SHAP explains the risk score, not changes in survival percentage or the causal effect of treatment.