Health Lens dimensions

Mental Health Service Use

Dimension 683 of 1,100 · Health Lens

Excitement Index
0.0540

Mental Health Service Use measures the extent to which an expression refers to contact with mental health care, including visits, treatment, counselling, psychological therapy, and involvement of relevant professionals. It encompasses both general mention of mental health-related care and more specific, repeated, or costly use of services.

evidence final name · Visit Visits

Bands

Absent Mental Health Service Use

Expressions activating this band contain little to no clear reference to mental health care and are dominated by unrelated administrative, medical, legal, or work-related content.

Low Mental Health Service Use

Expressions activating this band refer to mental health care in broad or occasional ways, such as seeing a psychologist, having a mental or emotional problem, or identifying a relevant professional contact.

Moderate Mental Health Service Use

Expressions activating this band describe recognized engagement with mental health treatment or services, including treatment history, service visits, and contact with healthcare professionals for mental health problems.

High Mental Health Service Use

Expressions activating this band describe frequent, specific, or resource-intensive mental health care, especially repeated psychological therapy or counselling visits, home or online visits, and associated service costs.

Evidence summary

Candidate names

Visit Visits1.00
Visited0.50
Professionals0.50

Sentence counts by range

B-6..B-371,475
B-2..B44,882,388
B5..B727,391
B8..B14589

Dataset representation

01__health_reviews__druglib__benefits_effectiveness48
03__fact_checking__liar__truth_ordinal58
05__whole_disney_dataset__rating93
06__text_reviews__acl_imdb__binary_sentiment88
07__emotion_labels__goemotions_reddit__multilabel61
08__dialogue_emotion__empathetic_dialogues__context57
10__social_media_sentiment__sentiment140__binary67
11__consumer_complaints__response_explanation_vs_relief70

Anchor definitions

Minimal Visit Visits

Minimal Visit Visits: Content characterized by alexandre, logic, cute, and related themes. Expressions activating this band reflect visit visits at this level.

Moderate Visit Visits

Moderate Visit Visits: Content characterized by visiting, visit, visited, and related themes. Expressions activating this band reflect visit visits at this level.

Intense Visit Visits

Intense Visit Visits: Content characterized by visit, visits, stay, and related themes. Expressions activating this band reflect visit visits at this level.

Peak Visit Visits

Peak Visit Visits: Content characterized by visit, camille, mortgage, and related themes. Expressions activating this band reflect visit visits at this level.