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"caution reading" is not correct and isn't a phrase that is typically used in written English.
However, you could use the phrase "exercise caution when reading" or "use caution when reading" in written English. For example: "It is important to exercise caution when reading online sources in order to ensure accuracy."
Exact(1)
(Caution: reading this book may permanently put you off Ingres, Boucher, Goya, et al).
Similar(59)
However, the caution reads: likely to be highly addictive.
"Caution!" reads the description for super-strong hashish Black Ice available from one retailer.
Economists cautioned reading too much into California's September job numbers.
And the earliest tallies aren't really a broad enough sample, he cautioned, to read much into them.
Others caution against reading too much into the numbers.
Investment advisers caution against reading too much into the discrepancy.
But the chair of the Department of African American Studies at Yale University also urged caution when reading poetry online.
Some analysts, however, caution against reading too much into the banks' strong profits.
The two caution against reading too much into Martek's success selling DHA to new parents.
We generally caution against reading too much into a single poll result.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com