Major subtasks included modifying the ESSENCE chief complaint processor (2) for CAPER syndrome classification, selection and judicious use of fields in chemistry and microbiology test data, selection of generic code number (GCN) groups of prescribed medications, development and implementation of an algorithm testbed for the various streams to be fused and elicitation of domain expertise to design BNs for practical decision support.