Their system had been trained on Canadians who spoke English as their first language. When the system was tested on Canadians who spoke French as their first language, these speakers did not match the training data. The context collapse occurred because the signs being used to infer Alzheimer’s disease may also overlap with signals conveyed by someone searching for the right word or stringing together words in unusual ways in a second language.