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Study schema with Discovery (Gene Feature Selection) and Training/Validation (Classification) phases indicated. RT-qPCR Reverse Transcription quantitative polymerase chain reaction, SIRS systemic inflammatory response syndrome, Inf+ infected patients, Inf- non-infected patients; Inf+ OD- uncomplicated infection patients
