Table 2.

The feature table depicts the top 26 features included in the model.

Features
Sociodemographic	Race/ethnicity
	Sex
	Age
Symptoms	Negative thoughts—binary
	Concentration difficulties—binary
	Suicidal ideation and planning—binary
	Excessive guilt—binary
	Early insomnia
	Hypochondriasis
	Psychomotor agitation
	Late insomnia
	Overall suicidal ideation
	Weight loss
	Genital symptoms (loss of libido, menstrual disturbances)
	Guilt
	Decreased appetite
	Middle insomnia
	Feelings of worthlessness
	Anxiety—somatic (gastrointestinal, indigestion, cardiovascular, palpitation, headaches, respiratory, genito-urinary, etc.)
	Insight
	Gastrointestinal disturbances
	Anxiety—psychic
	Hopeless outlook on the future
	Anxiety/tension/inability to relax—binary
	Anxious state
	Leaden paralysis