diff --git a/vignettes/estimating-with-slcm.qmd b/vignettes/estimating-with-slcm.qmd
index 0d1edf7..149d35b 100644
--- a/vignettes/estimating-with-slcm.qmd
+++ b/vignettes/estimating-with-slcm.qmd
@@ -114,6 +114,6 @@ model_reasoning$estimates$theta$mean
 ### Q Matrix
 
 ```{r}
-# Item response probabilities
+# Estimated 0/1 Q matrix
 model_reasoning$estimates$q
 ```