Mental Health Problems

Dimension 847 of 1,100 · Health Lens

Excitement Index

0.0496

Mental Health Problems measures the extent to which an expression concerns emotional, nervous, psychiatric, or related psychological difficulties as a recognized problem, including discussion, help-seeking, diagnosis, and treatment. It encompasses both general mention of such problems and explicit reference to anxiety, depression, suicidality, and professional identification of a mental condition.

evidence final name · Anxious Get

Bands

Absent Mental Health Problems

Expressions activating this band are not meaningfully about emotional, nervous, or psychiatric difficulties and instead focus on unrelated health, administrative, practical, or general life topics.

Minimal Mental Health Problems

Expressions activating this band show only weak or incidental connection to mental health problems, with primary emphasis on service use, assistance, activities, or other general circumstances rather than a clearly identified psychological difficulty.

Moderate Mental Health Problems

Expressions activating this band describe mental health problems as a recognized concern, often through mention of emotional or nervous problems, consultation with a doctor or therapist, or discussion of seeking help for psychological difficulties.

Severe Mental Health Problems

Expressions activating this band present mental health problems as explicit and clinically salient, including anxiety, depression, psychiatric conditions, suicidality, or direct statements that a doctor identified a mental, nervous, or emotional problem.

Evidence summary

Candidate names

Anxious Get1.00

Therapist0.50

Anxiety0.50

Sentence counts by range

B-9..B-31,437,717

B-21,232,964

B-1..B52,310,611

B6..B12551

Dataset representation

01__health_reviews__druglib__benefits_effectiveness67

03__fact_checking__liar__truth_ordinal62

05__whole_disney_dataset__rating45

06__text_reviews__acl_imdb__binary_sentiment56

07__emotion_labels__goemotions_reddit__multilabel79

08__dialogue_emotion__empathetic_dialogues__context79

10__social_media_sentiment__sentiment140__binary85

11__consumer_complaints__response_explanation_vs_relief99

Anchor definitions

Minimal Anxious Get

Minimal Anxious Get: Content characterized by hope, violations, require, and related themes. Expressions activating this band reflect anxious get at this level.

Moderate Anxious Get

Moderate Anxious Get: Content characterized by tried, tonight, fraudulent, and related themes. Expressions activating this band reflect anxious get at this level.

Intense Anxious Get

Intense Anxious Get: Content characterized by anxious, puked, connected, and related themes. Expressions activating this band reflect anxious get at this level.

Peak Anxious Get

Peak Anxious Get: Content characterized by therapist, anxiety, get, and related themes. Expressions activating this band reflect anxious get at this level.