Health Lens dimensions

Substance Use Frequency

Dimension 671 of 1,100 · Health Lens

Excitement Index
0.0543

Substance Use Frequency measures how regularly an expression reports using consumable substances such as tobacco, nicotine products, or alcohol. It encompasses experimentation, occasional use, and established routine use described in terms of frequency, amount, or typical pattern.

evidence final name · Cigarettes Approximately

Bands

Low Substance Use Frequency

Expressions activating this band describe no use, one-time experimentation, uncertain future use, or background screening about whether use has ever occurred. Use is minimal, remote, or framed as a possibility rather than a current routine.

Moderate Substance Use Frequency

Expressions activating this band describe intermittent or occasional use with some current pattern, such as smoking less than weekly, reporting recent use, or identifying usual product type and amount. Use is present and recurring, but expressed as limited or not yet strongly habitual.

High Substance Use Frequency

Expressions activating this band describe established, regular use framed as a usual daily or weekly pattern, often quantified by cigarettes, tobacco amount, or average alcohol intake. Use is presented as a stable habit with routine consumption.

Evidence summary

Candidate names

Cigarettes Approximately1.00
Maintain0.50
Usually0.50

Sentence counts by range

B-5..B13,740,197
B2..B51,238,196
B6..B123,450

Dataset representation

01__health_reviews__druglib__benefits_effectiveness59
03__fact_checking__liar__truth_ordinal61
05__whole_disney_dataset__rating88
06__text_reviews__acl_imdb__binary_sentiment83
07__emotion_labels__goemotions_reddit__multilabel54
08__dialogue_emotion__empathetic_dialogues__context76
10__social_media_sentiment__sentiment140__binary71
11__consumer_complaints__response_explanation_vs_relief108

Anchor definitions

Low Cigarettes Approximately

Low Cigarettes Approximately: Content characterized by cigarettes, occupational, section, and related themes. Expressions activating this band reflect cigarettes approximately at this level.

Moderate Cigarettes Approximately

Moderate Cigarettes Approximately: Content characterized by according, cigarettes, cigarette, and related themes. Expressions activating this band reflect cigarettes approximately at this level.

High Cigarettes Approximately

High Cigarettes Approximately: Content characterized by maintain, cigarettes, usually, and related themes. Expressions activating this band reflect cigarettes approximately at this level.