Health Lens dimensions

Depression

Dimension 813 of 1,100 · Health Lens

Excitement Index
0.0506

Depression measures the presence and severity of depressive experience in an expression, including hopeless self-appraisal, loss of interest or purpose, low energy, fatigue, and difficulty initiating activity. It encompasses both cognitive-affective despair and slowed, depleted functioning.

evidence final name · Evidence Repeating

Bands

Minimal Depression

Expressions activating this band show little to no clear depressive experience, with content that is largely unrelated, procedural, or externally focused rather than centered on mood, motivation, or hopelessness.

Moderate Depression

Expressions activating this band convey negative self-worth, failure, lack of reason for living, restless sleep, and difficulty starting activities, indicating a clearly depressed state with both emotional and functional impairment.

Severe Depression

Expressions activating this band center on profound loss of energy, inability to get going, pervasive tiredness, inactivity, and loss of interest, indicating a deeply depleted depressive state dominated by anhedonia and psychomotor slowing.

Evidence summary

Candidate names

Evidence Repeating1.00
Conclusive0.50
California0.50

Sentence counts by range

B-7..B-414,627
B-3..B34,786,816
B4..B9180,400

Dataset representation

01__health_reviews__druglib__benefits_effectiveness43
03__fact_checking__liar__truth_ordinal63
05__whole_disney_dataset__rating54
06__text_reviews__acl_imdb__binary_sentiment59
07__emotion_labels__goemotions_reddit__multilabel77
08__dialogue_emotion__empathetic_dialogues__context64
10__social_media_sentiment__sentiment140__binary102
11__consumer_complaints__response_explanation_vs_relief133

Anchor definitions

Low Evidence Repeating

Low Evidence Repeating: Content characterized by thank, result, cfr, and related themes. Expressions activating this band reflect evidence repeating at this level.

Moderate Evidence Repeating

Moderate Evidence Repeating: Content characterized by hate, thought, felt, and related themes. Expressions activating this band reflect evidence repeating at this level.

High Evidence Repeating

High Evidence Repeating: Content characterized by repeating, conclusive, california, and related themes. Expressions activating this band reflect evidence repeating at this level.