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Andrés Pomi conceived the application of the model to medical diagnosis, drafted the manuscript and carried out the implementation with real data of neonates with suspected late-onset sepsis. Fernando Olivera participated in the elaboration of the numerical examples, computational programs and the discussion of the model. Both authors read and approved the final manuscript.
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