Health Lens dimensions

Substance Use

Dimension 185 of 1,100 · Health Lens

Excitement Index
0.0697

Substance Use measures the extent to which an expression concerns consumption of cigarettes, alcohol, or other ingested substances, including frequency, amount, and changes in use. It encompasses both routine exposure and sustained use patterns.

evidence final name · Smoke Smoking

Bands

Minimal Substance Use

Expressions activating this band contain little to no clear substance-use content and are dominated by unrelated health, bodily, or life-context material. When substance-related meaning is present, it is only incidental and not a central focus of the expression.

Moderate Substance Use

Expressions activating this band describe substance use as a present topic, typically through general smoking or drinking history, regularity, or exposure by the person or close others. The expression centers on whether use occurs and its broad pattern rather than sustained detail about amount or change.

High Substance Use

Expressions activating this band focus directly on active substance consumption, especially smoking and alcohol use, with concrete detail about amount, timing, continuation, reduction, or cessation. The expression presents use as behavior being tracked across a defined period.

Evidence summary

Candidate names

Smoke Smoking1.00
End0.50
Estimated0.50

Sentence counts by range

B-5..B-2529,637
B-1..B34,452,063
B4..B8143

Dataset representation

01__health_reviews__druglib__benefits_effectiveness51
03__fact_checking__liar__truth_ordinal46
05__whole_disney_dataset__rating67
06__text_reviews__acl_imdb__binary_sentiment66
07__emotion_labels__goemotions_reddit__multilabel54
08__dialogue_emotion__empathetic_dialogues__context49
10__social_media_sentiment__sentiment140__binary53
11__consumer_complaints__response_explanation_vs_relief61

Anchor definitions

Low Smoke Smoking

Low Smoke Smoking: Content characterized by next, obama, period, and related themes. Expressions activating this band reflect smoke smoking at this level.

Moderate Smoke Smoking

Moderate Smoke Smoking: Content characterized by smoke, air, cigarettes, and related themes. Expressions activating this band reflect smoke smoking at this level.

High Smoke Smoking

High Smoke Smoking: Content characterized by smoking, end, estimated, and related themes. Expressions activating this band reflect smoke smoking at this level.