Random forest model confidence and probability

Hi,

I built a random forest model. I understand the confidence given by the model is not exactly the probability. How to convert the confidence to probability? There is an operator of Rescale Confidences (Logistic), but I am not sure it works well for random forest, or are there any other methods?

Thank you.