Health Lens dimensions

Breathing Difficulty

Dimension 898 of 1,100 · Health Lens

Excitement Index
0.0477

Breathing Difficulty measures the extent to which an expression reflects impaired, uncomfortable, or effortful breathing, including shortness of breath, inability to breathe comfortably or deeply, and activity limitation tied to breathing. It encompasses both exertional breathlessness and breathing problems present during rest or sleep.

evidence final name · Breath Breathing

Bands

Minimal Breathing Difficulty

Expressions activating this band show no clear breathing problem or only remote, definitional, or incidental mention of breathing-related content without a current experience of breathlessness or respiratory limitation.

Mild Breathing Difficulty

Expressions activating this band describe occasional or situational breathing discomfort, such as becoming out of breath with exertion, coughing or snoring that disrupts sleep, or mild difficulty completing everyday physical activities.

Moderate Breathing Difficulty

Expressions activating this band describe clear and recurring shortness of breath that interferes with walking, stairs, brisk activity, sleep, or comfort, including trouble breathing even outside exercise.

Severe Breathing Difficulty

Expressions activating this band describe pronounced breathlessness as a salient problem, including inability to breathe deeply enough, faster-than-normal breathing, and distressing shortness of breath during routine activities or at rest.

Evidence summary

Candidate names

Breath Breathing1.00
Shortness0.50
Breathe0.50

Sentence counts by range

B-5..B-33,284
B-2..B44,977,299
B5..B101,253
B11..B177

Dataset representation

01__health_reviews__druglib__benefits_effectiveness67
03__fact_checking__liar__truth_ordinal47
05__whole_disney_dataset__rating45
06__text_reviews__acl_imdb__binary_sentiment52
07__emotion_labels__goemotions_reddit__multilabel53
08__dialogue_emotion__empathetic_dialogues__context38
10__social_media_sentiment__sentiment140__binary81
11__consumer_complaints__response_explanation_vs_relief118

Anchor definitions

Minimal Breath Breathing

Minimal Breath Breathing: Content characterized by addresses, names, address, and related themes. Expressions activating this band reflect breath breathing at this level.

Moderate Breath Breathing

Moderate Breath Breathing: Content characterized by phh, breathing, chest, and related themes. Expressions activating this band reflect breath breathing at this level.

Intense Breath Breathing

Intense Breath Breathing: Content characterized by breathing, exercise, struggle, and related themes. Expressions activating this band reflect breath breathing at this level.

Peak Breath Breathing

Peak Breath Breathing: Content characterized by inhale, breath, shortness, and related themes. Expressions activating this band reflect breath breathing at this level.