No. That is an old wives tale/ urban legend.
Soda is acidic but there is not enough acid to alter the body's chemistry. The stomach normally contains acidic contents.
Soda has been associated with decreased bone density but that is certainly not due acidity of the blood. We are not sure if it is some other effect of the soda or just that people who drink more soda drink less milk.
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