From Retrieval to Typed Decisions: Calibrated System One Models from Biomedical Sentence Encoders

Typed decision models answer schema-constrained questions about a text in one forward pass and return probabilities meant to be thresholded. We ask whether biomedical sentence encoders trained for retrieval are good starting points for such models.