Health Lens dimensions

Substance Abuse

Dimension 470 of 1,100 · Health Lens

Excitement Index
0.0590

Substance Abuse measures the presence and severity of problematic alcohol or drug use, including loss of control, urges and cravings, harmful consequences, and recognition or treatment of the problem. It encompasses both emerging concern about use and clearly identified abuse.

evidence final name · Substance Substances

Bands

Absent Substance Abuse

Expressions activating this band do not provide reliable evidence of problematic alcohol or drug use and are largely unrelated, incidental, or contextually mixed references. Any mention of use is too sparse or nonspecific to indicate abuse.

Mild Substance Abuse

Expressions activating this band describe early problematic use marked by worry, guilt, uncertainty about control, or using substances for emotional or interpersonal reasons. The problem is experienced as concerning but not yet framed as an established abuse condition.

Moderate Substance Abuse

Expressions activating this band describe active and recognized problematic use centered on substances, sobriety efforts, urges, cravings, and difficulty maintaining control. The problem is salient enough to shape self-management, family history, or clinical discussion.

Severe Substance Abuse

Expressions activating this band describe substance use as an established abuse problem, often explicitly identified by the person or a clinician and linked to treatment, duration, or ongoing suffering. The abuse is presented as a clear and consequential condition rather than a tentative concern.

Evidence summary

Candidate names

Substance Substances1.00
Subtitles0.50
Out0.50

Sentence counts by range

B-8..B-31,014,846
B-2..B43,965,430
B5..B111,542
B12..B1825

Dataset representation

01__health_reviews__druglib__benefits_effectiveness48
03__fact_checking__liar__truth_ordinal50
05__whole_disney_dataset__rating42
06__text_reviews__acl_imdb__binary_sentiment86
07__emotion_labels__goemotions_reddit__multilabel55
08__dialogue_emotion__empathetic_dialogues__context48
10__social_media_sentiment__sentiment140__binary62
11__consumer_complaints__response_explanation_vs_relief58

Anchor definitions

Minimal Substance Substances

Minimal Substance Substances: Content characterized by nielson, characters, chicken, and related themes. Expressions activating this band reflect substance substances at this level.

Moderate Substance Substances

Moderate Substance Substances: Content characterized by submarines, substances, substitutes, and related themes. Expressions activating this band reflect substance substances at this level.

Intense Substance Substances

Intense Substance Substances: Content characterized by substance, subtitles, subsidies, and related themes. Expressions activating this band reflect substance substances at this level.

Peak Substance Substances

Peak Substance Substances: Content characterized by substance, cravings, are, and related themes. Expressions activating this band reflect substance substances at this level.