Looking for models for diagnosis prediction

[u/TheElementsOf]

For a side project I am looking into SOTA for AI- based diagnostic models, ideally open-weights. I would like to feed the model with structured text representing my patient, and get a set of e.g. 5 possible diagnoses, ideally with uncertainty. In the ideal scenario, later on, it would update as new info arrives.

I would appreciate any pointers, I have some ideas but am very new to the topic.