Subsequently , in those without inflammation , Plasmodium infection , or HIV infection , we used logistic discriminant analysis and examined receiver operating characteristics curves with corresponding area-under-the-curve to assess diagnostic performance of ZPP , alone and in combination with haemoglobin concentration .