PsyProxy
Health Lens dimensions

Professional Care Engagement

Dimension 17 of 1,100 · Health Lens

Excitement Index
0.1001

Professional Care Engagement measures the extent to which an expression reflects contact with formal health or mental health services and professionals. It encompasses references to receiving, consulting, or evaluating care from clinicians, hospitals, clinics, and related support services.

evidence final name · See Psychologist

Bands

Minimal Professional Care Engagement

Expressions activating this band contain little to no clear involvement with formal care and are often centered on unrelated daily, institutional, or personal matters, with only occasional indirect mention of help, supervision, or action.

Moderate Professional Care Engagement

Expressions activating this band describe active but general use of services such as doctors, counselling, therapy, hospital stays, social work, or nursing support. Care is present as a practical source of help, consultation, or treatment contact.

High Professional Care Engagement

Expressions activating this band focus on frequent, specific, or specialized contact with professionals and organized services, including psychiatrists, psychologists, consultants, outpatient clinics, and hospital-based care. Care is experienced as an established and explicit part of ongoing treatment or service use.

Evidence summary

Candidate names

See Psychologist1.00
Consultant0.50
Specialist0.50

Sentence counts by range

B-5..B02,049,628
B1..B42,931,094
B5..B111,121

Dataset representation

01__health_reviews__druglib__benefits_effectiveness69
03__fact_checking__liar__truth_ordinal49
05__whole_disney_dataset__rating54
06__text_reviews__acl_imdb__binary_sentiment65
07__emotion_labels__goemotions_reddit__multilabel70
08__dialogue_emotion__empathetic_dialogues__context60
10__social_media_sentiment__sentiment140__binary64
11__consumer_complaints__response_explanation_vs_relief140

Anchor definitions

Low See Psychologist

Low See Psychologist: Content characterized by accounts, under, credit, and related themes. Expressions activating this band reflect see psychologist at this level.

Moderate See Psychologist

Moderate See Psychologist: Content characterized by see, must, counselling, and related themes. Expressions activating this band reflect see psychologist at this level.

High See Psychologist

High See Psychologist: Content characterized by consultant, see, him, and related themes. Expressions activating this band reflect see psychologist at this level.