Health Lens dimensions

Substance Cessation

Dimension 907 of 1,100 · Health Lens

Excitement Index
0.0474

Substance Cessation measures whether and how expressions focus on stopping, reducing, or remaining abstinent from alcohol, smoking, or other drug use. It encompasses attempts to quit, reasons for stopping, and the maintenance or history of discontinuation.

evidence final name · Stopped Stop

Bands

Minimal Substance Cessation

Expressions activating this band mention substance use, its effects, or related concerns without a clear focus on stopping or sustained reduction. The content may include use patterns, consequences, or vague concern about use rather than active discontinuation.

Emerging Substance Cessation

Expressions activating this band describe early quitting efforts or relapse-prevention concerns, including unsuccessful attempts to cut down, criticism prompting change, or seeking help to avoid returning to prior use. Stopping is present as an intention or struggle rather than a settled outcome.

Established Substance Cessation

Expressions activating this band describe concrete stopping or reduction decisions, including when use ended, whether stopping was voluntary, and whether treatment or professional advice shaped the change. The expression centers on an identifiable act of discontinuation or reduction.

High Substance Cessation

Expressions activating this band focus directly on reasons for quitting or reducing substance use and frame cessation as the main topic. The expression emphasizes deliberate discontinuation, often with explicit motives for stopping.

Evidence summary

Candidate names

Stopped Stop1.00
Reason0.50
Due0.50

Sentence counts by range

B-8..B-2103,841
B-1..B54,871,293
B6..B86,540
B9..B15169

Dataset representation

01__health_reviews__druglib__benefits_effectiveness53
03__fact_checking__liar__truth_ordinal60
05__whole_disney_dataset__rating50
06__text_reviews__acl_imdb__binary_sentiment52
07__emotion_labels__goemotions_reddit__multilabel53
08__dialogue_emotion__empathetic_dialogues__context66
10__social_media_sentiment__sentiment140__binary61
11__consumer_complaints__response_explanation_vs_relief126

Anchor definitions

Minimal Stopped Stop

Minimal Stopped Stop: Content characterized by date, opened, balance, and related themes. Expressions activating this band reflect stopped stop at this level.

Moderate Stopped Stop

Moderate Stopped Stop: Content characterized by alleviate, stopped, because, and related themes. Expressions activating this band reflect stopped stop at this level.

Intense Stopped Stop

Intense Stopped Stop: Content characterized by stop, due, reason, and related themes. Expressions activating this band reflect stopped stop at this level.

Peak Stopped Stop

Peak Stopped Stop: Content characterized by reason, cold, because, and related themes. Expressions activating this band reflect stopped stop at this level.