Used and loved by millions
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
sensitive scenario
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "sensitive scenario" is correct and usable in written English.
It can be used to describe a situation that requires careful handling due to its delicate nature or potential consequences. Example: "In a sensitive scenario like this, it's important to approach the matter with empathy and understanding."
✓ Grammatically correct
Science
News & Media
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
2 human-written examples
Here, we recommend the use of alkaline mobile phase with polymer-based zwitterionic hydrophilic interaction chromatography (ZIC pHILIC) as the most sensitive scenario for absolute quantification for a broad range of metabolites.
Science
Our explanation addresses the mechanical CPR, because it is the most time sensitive scenario as well as hypotension (patients at a risk for CPR or post-resuscitation care), where the concept can be modified for there is more time to perform the extended FEEL examination.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
"It's essential that we can rehearse these sensitive scenarios privately," said Munro in his email.
News & Media
While, as mentioned above, examples of small between- to within-subject ratios of variance are abundant in the literature, relative sizes of unit costs are largely unknown, and thus we do not consider it justified so-far to form an opinion on the actual occurrence of such sensitive scenarios.
To tackle a more challenging latency-sensitive scenario, we picked ECG monitoring as the target information gathering application.
With the addition of MetaCost framework, the model works stably well and incurs small costs in various cost-sensitive scenarios.
For instance, recent attempts to augment the human decision-making process, especially in dynamic and time-sensitive scenarios such as military command and control, game theory, home automation, and swarm robotics, have focused primarily on environmental details such as positions, orientations, and other characteristics of objects and actors of an operating environment.
The delay remains fairly constant in our proposed model and is reasonable for delay sensitive application scenarios.
Additionally, the model was sensitive to the scenario which assumed that in 90% of all prophylaxis administrations a 100 mg vial was used whereas in 10% of all administrations, both, a 50 mg and 100 mg vial was used.
Science
For example, it could be that most of the improvement in c-AIC scores is derived from a few 'outlier' sites (scenario sensitive to stochastic sampling) or that a majority of sites contribute to the improvement in c-AIC (scenario robust to stochastic sampling).
Science
For Simu 3 we see that the sensitivity is lower than for the other simulation scenarios with equivalent expected counts (as were the rates of false positive in Table 4), in line with the true relative risks being closer to 1 than for Simu 1 and Simu 2. Hence, the decision rule D 0.8, 1) is more specific but less sensitive in this scenario.
Expert writing Tips
Best practice
When describing potentially problematic events or issues, use "sensitive scenario" to emphasize the need for careful consideration and tact.
Common error
Avoid using "sensitive scenario" excessively. Vary your language with synonyms like "delicate situation" or "challenging circumstance" to maintain reader engagement and precision.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "sensitive scenario" functions as a noun phrase that describes a situation requiring careful consideration. Ludwig AI indicates it's usable in written English.
Frequent in
Science
50%
News & Media
50%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "sensitive scenario" is a grammatically correct phrase used to describe situations requiring careful and tactful handling. While Ludwig AI confirms its usability, it's important to recognize it appears more frequently in scientific and news contexts. Be mindful of overuse and consider synonyms like "delicate situation" or "challenging circumstance" for variety. When writing, ensure that you clearly convey the need for caution and awareness when dealing with a "sensitive scenario".
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
delicate situation
Focuses on the fragility and potential for negative outcomes in a situation.
challenging circumstance
Emphasizes the difficulty and demands of the situation.
precarious circumstance
Highlights the instability and risk associated with the situation.
difficult context
Shifts the focus to the surrounding conditions that make the situation problematic.
critical juncture
Indicates a turning point where important decisions must be made.
complicated matter
Draws attention to the intricacy and complexity of the situation.
complex situation
Highlights the multifaceted nature of the situation.
awkward situation
Implies discomfort and potential social challenges.
tricky situation
Suggests a need for cleverness and careful navigation.
uncomfortable situation
Implies a feeling of unease or awkwardness.
FAQs
How can I use "sensitive scenario" in a sentence?
You can use "sensitive scenario" to describe situations requiring careful handling. For example: "In a "sensitive scenario" like a workplace conflict, it's important to remain neutral."
What are some alternatives to "sensitive scenario"?
Alternatives include "delicate situation", "challenging circumstance", or "precarious situation", each emphasizing different aspects of the situation.
Is "sensitive scenario" formal or informal?
"Sensitive scenario" is generally suitable for both formal and informal contexts, though in very formal writing, more precise alternatives might be preferred.
When should I use "sensitive scenario" instead of "difficult situation"?
Use "sensitive scenario" when you want to highlight the need for tact and careful handling, whereas "difficult situation" simply emphasizes the challenges involved. Not all difficult situations are necessarily sensitive.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested