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"level of depression" is correct and can be used in written English.
It is usually used in the context of a person's mental or emotional state. For example: After extensive therapy sessions, the patient's level of depression had significantly decreased.
Exact(60)
I worry about living with this level of depression all the time.
Psychometric measures assessed the phobic avoidance, the level of depression and anxiety.
Results: The two groups of women did not differ in their overall level of depression.
There are ways out of that level of depression — it is just unique for each person.
The high level of violence in our schools today is unprecedented, as is the level of depression in our society.
In your case, s/he will also assess your level of depression by gathering many pieces of information.
One self-styled therapist there is offering "anger venting" classes to offset repressed emotions in a country that suffers from a high level of depression and suicide.
"We're treating a level of depression that would not have been considered a serious illness in the past," says Peter Kramer, who wrote "Listening to Prozac".
Perhaps the rising level of depression and anxiety among children is not unconnected with the sense that they must work harder and harder to qualify as good people.
■ The borough has the highest level of depression in the country – 13% of all residents suffer from it – and the highest level of psychosis.
As the level of depression increased in chronically ill hospitalized elderly patients their quality of life decreased.
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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