Yes this is mentioned in the article

> the data cannot conclusively prove that coffee itself lowers the risk of dying; there may be other lifestyle factors contributing to that lower mortality risk among people who drink coffee, like a healthy diet or a consistent exercise routine

...and controlled for in the study

> lifestyle, sociodemographic, and clinical factors