Application to extract the presence of apathy

Development approach: Machine-learning. Classification of past or present symptom: Both. Classes produced: Positive

The output includes- Positive mentions includes:

any indication that apathy was being reported as a symptom: “ continues to demonstrate apathy” “ some degree of apathy noted” “presentation with apathy” “his report of apathy given”.

Exclude Negative mentions of apathy:

“denied apathy” “no evidence of apathy”

Exclude ‘Unknown’ annotations of apathy:

“may develop apathy or as a possible side effect of medication” “apathy found in quite a few names” Definitions: Search term(s): apath