Health Lens dimensions

Psychiatric Disturbance

Dimension 787 of 1,100 · Health Lens

Excitement Index
0.0513

Psychiatric Disturbance measures the presence and severity of mental and behavioral health problems as expressed through emotional symptoms, maladaptive behavior, and clinically concerning states. It encompasses anxiety, depression, mood instability, compulsive or personality-related problems, substance misuse, and suicidal or manic features.

evidence final name · Anxiety Risky

Bands

Minimal Psychiatric Disturbance

Expressions activating this band are largely administrative, routine, or context-setting and show little to no clear mental or behavioral health content. When psychological content appears, it is minimal, indirect, or not sufficient to indicate an active disturbance.

Moderate Psychiatric Disturbance

Expressions activating this band describe identifiable emotional or behavioral health concerns, including anxiety, depression, sexual functioning concerns, compulsive symptoms, or problematic interpersonal behavior. The disturbance is recognizable as a mental health issue but is expressed as a problem area or diagnosis rather than an acute high-risk state.

Severe Psychiatric Disturbance

Expressions activating this band describe pronounced and clinically serious mental or behavioral dysregulation, including depressive symptoms, mood lability, hyperactivity or mania, substance misuse, and suicidal thoughts or actions. The disturbance is experienced as acute, destabilizing, or high-risk.

Evidence summary

Candidate names

Anxiety Risky1.00
Depressive0.50
Suicidal0.50

Sentence counts by range

B-5..B-3693
B-2..B34,974,327
B4..B86,823

Dataset representation

01__health_reviews__druglib__benefits_effectiveness43
03__fact_checking__liar__truth_ordinal47
05__whole_disney_dataset__rating62
06__text_reviews__acl_imdb__binary_sentiment60
07__emotion_labels__goemotions_reddit__multilabel55
08__dialogue_emotion__empathetic_dialogues__context49
10__social_media_sentiment__sentiment140__binary68
11__consumer_complaints__response_explanation_vs_relief75

Anchor definitions

Low Anxiety Risky

Low Anxiety Risky: Content characterized by open, bail, balance, and related themes. Expressions activating this band reflect anxiety risky at this level.

Moderate Anxiety Risky

Moderate Anxiety Risky: Content characterized by sexual, borderline, are, and related themes. Expressions activating this band reflect anxiety risky at this level.

High Anxiety Risky

High Anxiety Risky: Content characterized by anxiety, risky, depressive, and related themes. Expressions activating this band reflect anxiety risky at this level.