Various choices existed at each stage of IGB's prediction pipeline, and ultimately only a single model was chosen for final submission.
However, uncertainties and risks exist at every stage of a software development project.
Uncertainties exist at every stage of analysis, and dealing with uncertainty in a systematic way is necessary.
Despite the popularity of this technique, little user experience research has been carried out investigating the perspective of visitors and as a result, little guidance on best practices exist at this stage.
Among the HPFs, where multifactor risks exist at the stage of design, a special place is occupied by nuclear power installations, shelf development facilities, oil and gas platforms, as well as critical infrastructure facilities as the assets essential for the healthy state of society and the national economy in conditions of impacts from the catastrophic risk factors [2 4].
From the parts used in the manufacturing of these digital-voting machines to the delivery, storage, operation and verification, we must consider where vulnerabilities could exist at every stage.
Racial disparities exist at every stage of our criminal justice system.
For example, soluble CD40 ligand is sufficient to induce proliferation of MM cells whereas normal B cells require both CD40 ligand and IL-4 for full activation [25], suggesting that CD40 ligand act differently on different cells, and that MM cells exist at a stage of differentiation or activation that does not require a second signal such as IL-4.
Marketed BTB cattle vaccination does not exist at this stage and feasible and cost effective alternatives suited to the Ethiopian context have therefore to be found.
Given the primary outcome measure of time to renal transplantation, we have no knowledge of outcomes post-transplant and whether further racial discrepancies exist at that stage.
