Health Lens dimensions

Care Utilization

Dimension 494 of 1,100 · Health Lens

Excitement Index
0.0584

Care Utilization measures the extent to which an expression reflects contact with organized health services, including visits, stays, treatment settings, and involvement with care teams or support providers. It encompasses both whether care is accessed and how frequently or extensively that care is used.

evidence final name · Longstanding Illness Disability

Bands

Minimal Care Utilization

Expressions activating this band contain little to no clear reference to health-service contact and are often unrelated, generic, or only loosely connected to organized care.

Low Care Utilization

Expressions activating this band refer to occasional or general contact with services, providers, or supportive visits without emphasizing repeated treatment episodes or detailed service use.

Moderate Care Utilization

Expressions activating this band describe active engagement with treatment settings such as hospitals, clinics, outpatient services, or support visits, often including repeated contacts or multiple types of care.

High Care Utilization

Expressions activating this band center on frequent or extensive use of organized care, including multiple outpatient visits, inpatient stays, treatment locations, and sustained contact with care teams.

Evidence summary

Candidate names

Out-patient44.80
In-patient44.20
Illness43.50
Longstanding Illness Disability41.60
Control Before Now36.10

Sentence counts by range

B-9..B-445,998
B-3..B34,808,395
B4..B8126,251
B9..B151,199

Dataset representation

01__health_reviews__druglib__benefits_effectiveness74
03__fact_checking__liar__truth_ordinal92
05__whole_disney_dataset__rating136
06__text_reviews__acl_imdb__binary_sentiment97
07__emotion_labels__goemotions_reddit__multilabel91
08__dialogue_emotion__empathetic_dialogues__context120
10__social_media_sentiment__sentiment140__binary136
11__consumer_complaints__response_explanation_vs_relief170

Anchor definitions

Minimal Longstanding Illness Disability

Minimal Longstanding Illness Disability: Expressions show no meaningful longstanding illness disability content. The proxy is effectively absent. Expressions activating this band are unrelated to longstanding illness disability.

Moderate Longstanding Illness Disability

Moderate Longstanding Illness Disability: Longstanding illness disability is clearly present at this level. This is the first band where longstanding illness disability becomes detectable. Expressions activating this band reflect longstanding illness disability at this level of intensity.

Intense Longstanding Illness Disability

Intense Longstanding Illness Disability: Longstanding illness disability is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where longstanding illness disability was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect direct functional disruption from longstanding illness disability.

Peak Longstanding Illness Disability

Peak Longstanding Illness Disability: Longstanding illness disability is clearly present at this level. Unlike the band below, where longstanding illness disability was characterized by direct functional disruption, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect longstanding illness disability at this level of intensity.