Health Lens dimensions

Therapy Engagement

Dimension 312 of 1,100 · Health Lens

Excitement Index
0.0640

Therapy Engagement measures the extent to which an expression is oriented toward participating in, using, and sustaining contact with therapeutic or support services. It encompasses access to care, practical involvement with treatment, attendance, and ongoing connection with therapists or therapy sessions.

evidence final name · Stress Caused

Bands

Absent Therapy Engagement

Expressions activating this band are not meaningfully about therapy, treatment participation, or service use, and instead reflect unrelated topical content.

Limited Therapy Engagement

Expressions activating this band describe early or indirect contact with care, such as access barriers, obtaining medicine, seeing a doctor or counsellor, or needing support to manage daily functioning.

Moderate Therapy Engagement

Expressions activating this band reflect active but practical involvement with help or treatment, including receiving support, attending treatment settings, being offered therapeutic help, or managing tasks that affect continued participation.

High Therapy Engagement

Expressions activating this band focus on organized participation in therapy, including therapy type, provider contact, scheduled sessions, attendance patterns, and decisions about continuing or stopping treatment.

Intensive Therapy Engagement

Expressions activating this band center on sustained and salient involvement in therapy, marked by repeated sessions, frequent therapist contact, and therapy being treated as an important ongoing part of emotional care.

Evidence summary

Candidate names

Stress168.60
Stress Caused93.50
Caused90.00
Identity61.20
Culture Lgb59.80

Sentence counts by range

B-11..B-545,880
B-4..B-3540,694
B-2..B44,362,129
B5..B1133,024
B12..B25116

Dataset representation

01__health_reviews__druglib__benefits_effectiveness97
03__fact_checking__liar__truth_ordinal93
05__whole_disney_dataset__rating117
06__text_reviews__acl_imdb__binary_sentiment135
07__emotion_labels__goemotions_reddit__multilabel101
08__dialogue_emotion__empathetic_dialogues__context123
10__social_media_sentiment__sentiment140__binary130
11__consumer_complaints__response_explanation_vs_relief140

Anchor definitions

Minimal Stress Caused

Minimal Stress Caused: Expressions show no meaningful stress caused content. The proxy is effectively absent. Expressions activating this band are unrelated to stress caused.

Emerging Stress Caused

Emerging Stress Caused: Stress caused is present here in a general or mixed form without a single dominant facet. This is the first band where stress caused becomes detectable. Expressions activating this band may reflect general or diffuse stress caused.

Elevated Stress Caused

Elevated Stress Caused: Stress caused is clearly present at this level. Unlike the band below, where stress caused was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect stress caused at this level of intensity.

Severe Stress Caused

Severe Stress Caused: Stress caused is clearly present at this level. Compared to the band below, stress caused is more intense and concentrated but retains the same essential character. Expressions activating this band reflect stress caused at this level of intensity.