A new method based on AI and text analysis could help diagnose the condition more efficiently.
This was achieved through the Reddit platform. The data gathering phase involved storing anonymous texts about all kinds of experiences with no less than 13,568 samples. In this mass of stories, 352 were related to burnout and 979 to depression. The objective for the model is to succeed in automatically detecting which statements are related to burnout. This method achieved a success rate of about 93% in identifying burnout cases.
As promising as the results from this text-analysing AI model may be, human input should not be overlooked, according to the study authors. Instead of replacing health professionals and mental health specialists, this technology should no doubt remain an additional support tool to aid their decision-making.
To further verify the model's results, the next step will be to use this AI system on real cases in a representative sample of the population rather than on anonymous testimonies. – AFP Relaxnews
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