CD4 and HIV infectious disease: The decline in CD4+ cell count in untreated HIV infection has commonly been modelled as linear, on a square-root scale, in terms of time since seroconversion, with a ‘random intercepts and slopes’ model used to account for inter-patient differences in the value at seroconversion and rate of decline [3].