Clinical & survival visualizations
Clinical data queries — trial outcomes, meta-analyses, patient flow — produce these views. Kaplan-Meier curves are generated automatically when survival data is retrieved alongside mutation or expression stratification.

Kaplan-Meier Curve
Survival probability over time with censoring marks, risk table, confidence intervals, and log-rank p-value for group comparison.
Triggered by: survival data with mutation/expression stratification

Forest Plot
Meta-analysis effect sizes (OR, HR, RR) with 95% CI per study and a pooled estimate. Essential for systematic reviews.
Ask: "Show this meta-analysis as a forest plot"

Sankey Diagram
Flow quantities between stages — patient treatment pathways, drug metabolism, clinical trial patient flow, biological pathway flux.
Ask: "Show patient flow" or "Visualize the treatment pathway"

Pie Chart
Part-to-whole proportions — mutation type breakdown, cancer subtype prevalence, variant classification distribution. Up to 8 categories.
Ask: "Show the proportion of mutation types"