Health Lens dimensions

Mental Health Care Involvement

Dimension 902 of 1,100 · Health Lens

Excitement Index
0.0476

Mental Health Care Involvement measures the extent to which an expression reflects recognized emotional or psychiatric problems together with contact with professional evaluation, treatment, or service use. It encompasses acknowledgment of mental health conditions, clinical attention, and engagement with visits, admissions, or related care arrangements.

evidence final name · Are Visit

Bands

Low Mental Health Care Involvement

Expressions activating this band refer to general health limitations, broad concerns, or possible support needs without clear indication of identified emotional or psychiatric problems or active mental health treatment. The content may mention functioning, illness, or help-seeking in diffuse terms.

Moderate Mental Health Care Involvement

Expressions activating this band indicate recognized mental health symptoms or conditions and some degree of professional consultation, diagnosis, or treatment. The content centers on clinical acknowledgment of problems such as hallucinations, schizophrenia, mood instability, or doctor-directed care.

High Mental Health Care Involvement

Expressions activating this band describe active and concrete use of mental health services, including admissions, outpatient visits, visit frequency, service setting, and payment or insurance details. The content presents emotional or psychiatric problems as matters already linked to organized medical care.

Evidence summary

Candidate names

Are Visit1.00
Visits0.50
Insurance0.50

Sentence counts by range

B-8..B-21,433,987
B-1..B13,420,229
B2..B8127,627

Dataset representation

01__health_reviews__druglib__benefits_effectiveness54
03__fact_checking__liar__truth_ordinal65
05__whole_disney_dataset__rating89
06__text_reviews__acl_imdb__binary_sentiment95
07__emotion_labels__goemotions_reddit__multilabel48
08__dialogue_emotion__empathetic_dialogues__context55
10__social_media_sentiment__sentiment140__binary75
11__consumer_complaints__response_explanation_vs_relief89

Anchor definitions

Low Are Visit

Low Are Visit: Content characterized by senate, france, land, and related themes. Expressions activating this band reflect are visit at this level.

Moderate Are Visit

Moderate Are Visit: Content characterized by admission, are, trump, and related themes. Expressions activating this band reflect are visit at this level.

High Are Visit

High Are Visit: Content characterized by visit, insurance, medical, and related themes. Expressions activating this band reflect are visit at this level.