Iron with slowly start "rusting", which is a process by which iron oxides and hydroxides form. It will not necessarily happen because of the citric acid --- most acids would start the process of rusting.
The many things that take place are
very involved and somewhat complex, but the
reddish-brown product (rust) is known to be mostly
a compound called lepidocrocite with the formula FeO (OH).