Health Lens dimensions

Treatment Utilization

Dimension 663 of 1,100 · Health Lens

Excitement Index
0.0545

Treatment Utilization measures the extent to which an expression reflects engagement with formal health services, especially attendance, admission, and outpatient contact. It encompasses references to receiving care, visiting treatment settings, and ongoing participation in clinical services.

evidence final name · Visit Outpatient

Bands

Minimal Treatment Utilization

Expressions activating this band contain little to no clear indication of active health-service contact and are often administrative, descriptive, or unrelated to receiving treatment.

Low Treatment Utilization

Expressions activating this band refer to health-service contact in a limited or incidental way, such as isolated hospital stays, general location questions, or broad references to care settings without sustained treatment participation.

Moderate Treatment Utilization

Expressions activating this band describe identifiable involvement with treatment services, including outpatient attendance, discharge, stopping treatment, or decisions about continuing care.

High Treatment Utilization

Expressions activating this band center on active and specific use of formal treatment services, especially repeated outpatient visits, inpatient episodes, admission details, and current attendance at clinical departments.

Evidence summary

Candidate names

Visit Outpatient1.00
Visits0.50
Location0.50

Sentence counts by range

B-7..B-3592,847
B-2..B44,375,890
B58,054
B6..B125,052

Dataset representation

01__health_reviews__druglib__benefits_effectiveness54
03__fact_checking__liar__truth_ordinal56
05__whole_disney_dataset__rating80
06__text_reviews__acl_imdb__binary_sentiment72
07__emotion_labels__goemotions_reddit__multilabel81
08__dialogue_emotion__empathetic_dialogues__context63
10__social_media_sentiment__sentiment140__binary85
11__consumer_complaints__response_explanation_vs_relief123

Anchor definitions

Minimal Visit Outpatient

Minimal Visit Outpatient: Content characterized by status, updated, credit, and related themes. Expressions activating this band reflect visit outpatient at this level.

Moderate Visit Outpatient

Moderate Visit Outpatient: Content characterized by visit, visits, overnight, and related themes. Expressions activating this band reflect visit outpatient at this level.

Intense Visit Outpatient

Intense Visit Outpatient: Content characterized by office, goes, there, and related themes. Expressions activating this band reflect visit outpatient at this level.

Peak Visit Outpatient

Peak Visit Outpatient: Content characterized by residence, receive, location, and related themes. Expressions activating this band reflect visit outpatient at this level.