Health Lens dimensions

Medication Treatment Intensity

Dimension 434 of 1,100 · Health Lens

Excitement Index
0.0600

Medication Treatment Intensity measures the extent to which an expression centers on active pharmacological treatment, especially specific psychiatric or neurological medicines and their timing of use. It encompasses whether treatment is merely mentioned, broadly queried, or described through concrete medication names, prescriptions, and last-use details.

evidence final name · Substance Use

Bands

Minimal Medication Treatment Intensity

Expressions activating this band contain little to no active focus on medication treatment and are often dominated by general health, history-taking, administrative, or symptom-related content.

Low Medication Treatment Intensity

Expressions activating this band refer to treatment in broad or mixed ways, such as asking whether medicines, procedures, or substances were taken, without sustained focus on specific ongoing pharmacological management.

Moderate Medication Treatment Intensity

Expressions activating this band focus on medication use as a documented part of care, including medication classes, start dates, prescriptions, or whether medicines are taken.

High Medication Treatment Intensity

Expressions activating this band center on active medication management with specific drug types and detailed treatment tracking, such as prescription dates, last-taken dates, and named medicines.

Very High Medication Treatment Intensity

Expressions activating this band are tightly concentrated on concrete, named medication regimens and precise last-use documentation, especially for specialized psychiatric or neurological drugs.

Evidence summary

Candidate names

Medication66.60
Pregnancy53.90
Substance Use46.80
Substance39.20
In-patient Voluntary37.60

Sentence counts by range

B-8..B-2336,756
B-1..B54,620,594
B6..B924,103
B10..B16379
B17..B2311

Dataset representation

01__health_reviews__druglib__benefits_effectiveness204
03__fact_checking__liar__truth_ordinal109
05__whole_disney_dataset__rating91
06__text_reviews__acl_imdb__binary_sentiment96
07__emotion_labels__goemotions_reddit__multilabel112
08__dialogue_emotion__empathetic_dialogues__context67
10__social_media_sentiment__sentiment140__binary123
11__consumer_complaints__response_explanation_vs_relief145

Anchor definitions

Minimal Substance Use

Minimal Substance Use: Substance use is present at a low level. Expressions activating this band reflect early or diffuse substance use.

Emerging Substance Use

Emerging Substance Use: Substance use is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where substance use was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with substance use at a level associated with formal behavioral assessment.

Elevated Substance Use

Elevated Substance Use: Substance use is clearly present at this level. Unlike the band below, where substance use was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect substance use at this level of intensity.

Severe Substance Use

Severe Substance Use: Substance use is present here in a general or mixed form without a single dominant facet. Unlike the band below, where substance use was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse substance use.