Abstract: A system for generating an interactive patient dashboard displaying metrics of a type of host response. The system may include processors and memory devices with instructions that configure the processors to perform operations. The operations may include transmitting a patient ID to a management platform or one or more devices (e.g., client devices), receiving electronic records, and employing a machine learning model to generate an acuity score based on the patient data. The operations may also include identifying critical parameters in the patient data by comparing parameters in the patient data with a distribution of parameters. The system can determine a ranking of the parameters, and generating a patient dashboard graphical user interface (GUI) for display. The dashboard GUI may include a prognostic indicator, and a list displaying the parameters according to the ranking.