Health Lens dimensions

Therapy Engagement

Dimension 461 of 1,100 · Health Lens

Excitement Index
0.0593

Therapy Engagement measures the extent to which an expression reflects involvement with counseling, psychotherapy, or other talking-based professional help. It encompasses mention of contact with helping professionals, participation in sessions, and ongoing or accumulated use of therapeutic services.

evidence final name · Counselling Therapy

Bands

Minimal Therapy Engagement

Expressions activating this band contain little to no clear therapeutic-help content, or only highly indirect and minimal reference to personal guidance or self-direction without identifiable counseling involvement.

Low Therapy Engagement

Expressions activating this band refer to counseling or helping professionals in a limited, occasional, or evaluative way, such as asking whether contact occurred or describing dissatisfaction with a consultation.

Moderate Therapy Engagement

Expressions activating this band describe active use of counseling or therapy services, including visits, sessions, home visits, or tasks connected to treatment between meetings.

High Therapy Engagement

Expressions activating this band reflect clear and current participation in talking therapy, with specific attention to therapist contact, treatment setting, therapy type, or sustained therapeutic involvement.

Intensive Therapy Engagement

Expressions activating this band indicate substantial or ongoing therapeutic participation, emphasizing accumulated sessions or continued receipt of counseling or therapy in the present.

Evidence summary

Candidate names

Counselling Therapy1.00
Sessions0.50
Counseling0.50

Sentence counts by range

B-7..B-3152,656
B-2..B44,819,375
B5..B109,575
B11..B17232
B18..B205

Dataset representation

01__health_reviews__druglib__benefits_effectiveness45
03__fact_checking__liar__truth_ordinal48
05__whole_disney_dataset__rating45
06__text_reviews__acl_imdb__binary_sentiment69
07__emotion_labels__goemotions_reddit__multilabel60
08__dialogue_emotion__empathetic_dialogues__context80
10__social_media_sentiment__sentiment140__binary75
11__consumer_complaints__response_explanation_vs_relief74

Anchor definitions

Minimal Counselling Therapy

Minimal Counselling Therapy: Content characterized by sotomayor, online, favorite, and related themes. Expressions activating this band reflect counselling therapy at this level.

Emerging Counselling Therapy

Emerging Counselling Therapy: Content characterized by counseling, therapist, when, and related themes. Expressions activating this band reflect counselling therapy at this level.

Elevated Counselling Therapy

Elevated Counselling Therapy: Content characterized by counselor, lasted, colour, and related themes. Expressions activating this band reflect counselling therapy at this level.

Severe Counselling Therapy

Severe Counselling Therapy: Content characterized by counselors, counseling, therapy, and related themes. Expressions activating this band reflect counselling therapy at this level.