Health Lens dimensions

Functional Limitation

Dimension 956 of 1,100 · Health Lens

Excitement Index
0.0453

Functional Limitation measures the extent to which health problems, illness, disability, or pain restrict an expression's ability to carry out everyday activities, work, mobility, and social participation. It encompasses perceived interference, reduced capacity, and activity restriction across routine life roles.

evidence final name · Limit Limited

Bands

Mild Functional Limitation

Expressions activating this band describe isolated, moderate, or situational restrictions in physical, social, or daily activities, with basic functioning still largely intact. Limitations are present as specific difficulties such as reduced visiting, some pain interference, or constrained performance of particular tasks.

Moderate Functional Limitation

Expressions activating this band describe clear and recurring interference from health in usual activities, including work, transportation, and everyday living tasks. Functioning is meaningfully reduced and the person may need to slow down, cut back, or feel bothered by these restrictions.

Severe Functional Limitation

Expressions activating this band describe broad activity restriction in which health conditions limit the kind or amount of regular activity the person can do across major life roles. Limitations are framed as pervasive constraints affecting work, routine activities, and participation in community life.

Evidence summary

Candidate names

Limit Limited1.00
Limitations0.50
Limitation0.50

Sentence counts by range

B-3..B14,714,652
B2..B3266,656
B4..B7535

Dataset representation

01__health_reviews__druglib__benefits_effectiveness43
03__fact_checking__liar__truth_ordinal45
05__whole_disney_dataset__rating37
06__text_reviews__acl_imdb__binary_sentiment71
07__emotion_labels__goemotions_reddit__multilabel56
08__dialogue_emotion__empathetic_dialogues__context51
10__social_media_sentiment__sentiment140__binary57
11__consumer_complaints__response_explanation_vs_relief75

Anchor definitions

Low Limit Limited

Low Limit Limited: Content characterized by limited, limit, moderate, and related themes. Expressions activating this band reflect limit limited at this level.

Moderate Limit Limited

Moderate Limit Limited: Content characterized by limit, zyrtec, limited, and related themes. Expressions activating this band reflect limit limited at this level.

High Limit Limited

High Limit Limited: Content characterized by limit, limitation, limitations, and related themes. Expressions activating this band reflect limit limited at this level.