Health Lens dimensions

Substance Use Risk

Dimension 983 of 1,100 · Health Lens

Excitement Index
0.0438

Substance Use Risk measures the presence and severity of hazardous drug-related behavior, especially illicit use, misuse of medications, and practices that increase medical, legal, or sexual harm. It encompasses experimentation, repeated use, unsafe acquisition, injection-related behavior, and associated consequences or exposure to infection.

evidence final name · Needle Needles

Bands

Minimal Substance Use Risk

Expressions activating this band show little to no clear drug-related risk content, or only indirect, ambiguous, or minimally relevant references to potentially harmful behavior.

Low Substance Use Risk

Expressions activating this band describe drug use or medication misuse in a direct but limited way, including trying substances, using multiple drugs, diverting medication, or engaging in other risky acts without strong evidence of entrenched high-harm patterns.

Moderate Substance Use Risk

Expressions activating this band describe substance-related behavior that carries clear health or social danger, such as unprotected sex linked to risk, obtaining drugs through illegal means, repeated heroin use, or medical problems resulting from drug use.

High Substance Use Risk

Expressions activating this band reflect severe hazardous drug involvement marked by injection use, needle or syringe practices, concern from others about heroin use, and exposure to blood-borne infection or other serious consequences.

Extreme Substance Use Risk

Expressions activating this band indicate the most acute form of hazardous drug involvement, centered on needle-related use or possession and behavior strongly associated with immediate medical, legal, and infectious harm.

Evidence summary

Candidate names

Needle Needles1.00
Heroin0.50
Possession0.50

Sentence counts by range

B-7..B-3101,406
B-2..B44,878,111
B5..B82,283
B9..B1442
B221

Dataset representation

01__health_reviews__druglib__benefits_effectiveness41
03__fact_checking__liar__truth_ordinal55
05__whole_disney_dataset__rating45
06__text_reviews__acl_imdb__binary_sentiment65
07__emotion_labels__goemotions_reddit__multilabel63
08__dialogue_emotion__empathetic_dialogues__context47
10__social_media_sentiment__sentiment140__binary80
11__consumer_complaints__response_explanation_vs_relief61

Anchor definitions

Minimal Needle Needles

Minimal Needle Needles: Content characterized by subterfuge, unproven, truth, and related themes. Expressions activating this band reflect needle needles at this level.

Emerging Needle Needles

Emerging Needle Needles: Content characterized by uploading, feel, drugs, and related themes. Expressions activating this band reflect needle needles at this level.

Elevated Needle Needles

Elevated Needle Needles: Content characterized by panhandling, deere, drew, and related themes. Expressions activating this band reflect needle needles at this level.

Severe Needle Needles

Severe Needle Needles: Content characterized by syringe, needle, addicts, and related themes. Expressions activating this band reflect needle needles at this level.