Health Lens dimensions

Addiction Severity

Dimension 1054 of 1,100 · Health Lens

Excitement Index
0.0386

Addiction Severity measures the degree to which an expression reflects compulsive substance use, craving, loss of control, and self-recognition of problematic use. It encompasses urges to use, difficulty limiting use, preoccupation with substances, and identification with addiction or impaired sobriety.

evidence final name · Severity Substance Use

Bands

Minimal Addiction Severity

Expressions activating this band show little to no clear substance-related compulsion and are often diffuse, unrelated, or only indirectly connected to self-control, sacrifice, or distress. Substance use problems are not distinctly present as an active experience.

Mild Addiction Severity

Expressions activating this band reflect emerging concern about substance use, including cravings, harmful use for pleasure, withdrawal-like experiences, or a felt need for help. The experience is recognizable as problematic but not yet dominated by persistent loss of control.

Moderate Addiction Severity

Expressions activating this band reflect intrusive preoccupation with substances and difficulty stopping behavior despite knowing it is wrong or harmful. Substance use is experienced as compelling, identity-relevant, or mentally consuming.

High Addiction Severity

Expressions activating this band reflect established addiction marked by strong craving, repeated questioning of harm, inability to reliably stop, and difficulty maintaining limits or sobriety. Substance use is experienced as a persistent controlling force with interpersonal and self-regulatory consequences.

Severe Addiction Severity

Expressions activating this band reflect explicit recognition of addiction and pronounced loss of control over substance use. The experience centers on being unable to quit or confidently govern use, often with direct self-labeling as addicted or alcoholic.

Evidence summary

Candidate names

Severity Substance Use81.60
Substance72.40
Substance Use70.60
Severity Substance69.40
Severity58.40

Sentence counts by range

B-9..B-3647,368
B-2..B44,323,856
B55,621
B6..B124,714
B13..B23284

Dataset representation

01__health_reviews__druglib__benefits_effectiveness93
03__fact_checking__liar__truth_ordinal88
05__whole_disney_dataset__rating109
06__text_reviews__acl_imdb__binary_sentiment169
07__emotion_labels__goemotions_reddit__multilabel121
08__dialogue_emotion__empathetic_dialogues__context136
10__social_media_sentiment__sentiment140__binary204
11__consumer_complaints__response_explanation_vs_relief118

Anchor definitions

Minimal Severity Substance Use

Minimal Severity Substance Use: Severity substance use is present at a low level. Expressions activating this band reflect early or diffuse severity substance use.

Emerging Severity Substance Use

Emerging Severity Substance Use: Severity substance use is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where severity substance use was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with severity substance use at a level associated with formal behavioral assessment.

Elevated Severity Substance Use

Elevated Severity Substance Use: Severity substance use is present here in a general or mixed form without a single dominant facet. Unlike the band below, where severity substance use was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse severity substance use.

Severe Severity Substance Use

Severe Severity Substance Use: Severity substance use is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where severity substance use was characterized by a general or mixed form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band engage with severity substance use at a level associated with formal behavioral assessment.