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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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apply caution

Grammar usage guide and real-world examples

USAGE SUMMARY

"apply caution" is a correct and usable phrase in written English.
You can use it to describe the need for caution to be taken when making a decision or when considering a certain course of action. For example, you might say: "When discussing this sensitive issue, we must apply caution to ensure that all parties feel respected."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

The important thing is to approach the project with some qualms and to apply caution.

Users must hence apply caution when using and interpreting the data.

Science & Research

Nature

Because of this, users often don't apply caution as they browse the Internet, which brings them one step closer to being a victim of a cyber crime.

It is difficult to draw conclusions, because patients in the HES group were more severely injured than patients in the saline group; we should apply caution when we interpret the results, because the study is based on a small sample size.

One must apply caution to these analyses, however, because undetected population structure, or lack of sufficient variation among the individuals may obscure the detection of recombination.

In the meantime, clinicians should apply caution when screening for falls risk using these methods until more robust evidence is available.

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Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

By applying caution and logic you will avoid getting caught out by scammers and have a memorable experience instead".

Applying caution to inferences drawn from phylogenetically naive diet-intestinal length studies is being increasingly advocated [ 18, 24, 25, 33].

It is sensible to apply some caution when comparing markedly different health systems.

News & Media

The Guardian

"You should apply double caution when it comes to policies which will strengthen already powerful groups," Dr. Acemoglu told me.

News & Media

The New York Times

The US census data is of course just for one year so it's wise to apply some caution and examine how sustainable the changes might be.

News & Media

The Guardian
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Expert writing Tips

Best practice

When using "apply caution", be specific about the area or situation where caution is needed to provide clear guidance.

Common error

Avoid stating "apply caution" without specifying the context. This can lead to ambiguity and a lack of clear direction.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

80%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "apply caution" functions as a directive, urging a careful and prudent approach to a situation. Based on Ludwig and its examples, it's often used when interpreting data or making decisions with potential consequences.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

30%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "apply caution" serves as a directive to exercise prudence, primarily in scenarios involving data interpretation, decision-making, or potential risks. Ludwig AI validates the grammatical correctness and usability of this phrase, noting its presence across diverse reputable sources. While "apply caution" is not as prevalent as simpler alternatives like "be careful", it is commonly found in formal contexts such as scientific publications, news reports, and academic discussions, reflecting a deliberate and considered tone. When using "apply caution", clarity is key; specify the context or area where caution is needed to provide actionable guidance.

FAQs

How can I use "apply caution" in a sentence?

You can use "apply caution" to advise careful consideration in a particular situation. For example, "We must "apply caution" when interpreting these results due to the small sample size."

What are some alternatives to "apply caution"?

Depending on the context, you could use phrases like "exercise vigilance", "demonstrate prudence", or "proceed carefully".

Is it better to say "apply caution" or "use caution"?

Both "apply caution" and "use caution" are grammatically correct, but "apply caution" is often used in more formal or analytical contexts, while "use caution" can be more general. The choice depends on the specific nuance you wish to convey.

In what scenarios should I "apply caution"?

You should ""apply caution"" when dealing with uncertain data, interpreting preliminary results, or making decisions that could have significant consequences. It's about approaching situations with a mindful awareness of potential risks.

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Source & Trust

80%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: