In research about diseases or treatments, this refers to a study in which nature is allowed to take its course.
Changes or differences in one characteristic (e.g., whether or not people received a specific treatment or intervention) are studied in relation to changes or differences in other(s) (e.g., whether or not they died), without the intervention of the investigator.
There is a greater risk of selection bias than in experimental studies.