Health Lens dimensions

Physical Symptom Burden

Dimension 140 of 1,100 · Health Lens

Excitement Index
0.0729

Physical Symptom Burden measures the extent to which expressions describe bodily discomfort, illness symptoms, and functional interference from physical problems. It encompasses the presence, severity, spread, and day-to-day impact of somatic complaints such as pain, stiffness, respiratory symptoms, and other physical disturbances.

evidence final name · Pain Quality

Bands

Minimal Physical Symptom Burden

Expressions activating this band describe isolated or mild physical complaints, health concerns, or limited interference from bodily symptoms. The symptoms are present as specific problems such as dry mouth, wheezing, throat sensations, or pain-related limitation, but they are not portrayed as broad or strongly disruptive.

Moderate Physical Symptom Burden

Expressions activating this band describe recurring or more consequential physical symptoms, especially pain, headaches, forgetfulness, startle reactions, allergies, and activity restriction due to concern about worsening symptoms. The bodily problems are experienced as noticeable enough to shape behavior and usual activities.

High Physical Symptom Burden

Expressions activating this band describe substantial, multisite, or persistent physical symptoms with clear functional strain, such as stiffness on getting out of bed, effortfulness, migrating pain, neck or shoulder pain, urinary pain, jaw pain, and gastrointestinal disturbance. The bodily problems are experienced as pervasive and burdensome across daily functioning.

Evidence summary

Candidate names

Pain55.40
Quality55.30
Somatisation Psychological Distress45.20
Graded Chronic Pain40.80
Psychological Distress40.10

Sentence counts by range

B-7..B-3198,010
B-2..B03,467,482
B1..B71,316,351

Dataset representation

01__health_reviews__druglib__benefits_effectiveness66
03__fact_checking__liar__truth_ordinal61
05__whole_disney_dataset__rating64
06__text_reviews__acl_imdb__binary_sentiment92
07__emotion_labels__goemotions_reddit__multilabel66
08__dialogue_emotion__empathetic_dialogues__context61
10__social_media_sentiment__sentiment140__binary83
11__consumer_complaints__response_explanation_vs_relief116

Anchor definitions

Low Pain Quality

Low Pain Quality: Pain quality is present at a low level. Expressions activating this band reflect early or diffuse pain quality.

Moderate Pain Quality

Moderate Pain Quality: Pain quality is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where pain quality was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band likely reflect pain quality at a clinical or disorder-relevant level.

High Pain Quality

High Pain Quality: Pain quality is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where pain quality was characterized by the clinical form, the proxy here has shifted in character. Expressions activating this band likely reflect direct functional disruption from pain quality.