Health Lens dimensions

Physical Health Problems

Dimension 442 of 1,100 · Health Lens

Excitement Index
0.0598

Physical Health Problems measures the presence and salience of bodily symptoms, medical conditions, and organ-related health complaints expressed in an expression. It encompasses general physical discomfort, diagnosed conditions, functional impact from bodily problems, and more specific internal or urinary complaints.

evidence final name · Somatisation Psychological Distress

Bands

Minimal Physical Health Problems

Expressions activating this band contain little to no clear bodily symptom or medical-condition content, or only incidental references that do not establish an active physical complaint.

Mild Physical Health Problems

Expressions activating this band describe recognizable physical symptoms or health concerns such as coughing, numbness, allergy symptoms, mouth irritation, noise sensitivity, or needing some help with usual activities.

Moderate Physical Health Problems

Expressions activating this band describe established medical conditions or persistent bodily problems, especially digestive, metabolic, swelling, or movement-related difficulties that affect daily functioning.

Marked Physical Health Problems

Expressions activating this band center on acute, localized bodily distress with a clear internal or urinary pain complaint, such as pain during urination.

Severe Physical Health Problems

Expressions activating this band describe serious organ-related or painful internal health problems, including liver disease, ulcers, and pain, burning, or blood in urine.

Evidence summary

Candidate names

Somatisation Psychological Distress43.80
Psychological Distress38.20
Somatisation Psychological38.20
Quality Well-being36.00
Distress32.60

Sentence counts by range

B-9..B-63,067
B-5..B14,260,488
B2..B8717,723
B9220
B10..B32345

Dataset representation

01__health_reviews__druglib__benefits_effectiveness90
03__fact_checking__liar__truth_ordinal102
05__whole_disney_dataset__rating88
06__text_reviews__acl_imdb__binary_sentiment201
07__emotion_labels__goemotions_reddit__multilabel149
08__dialogue_emotion__empathetic_dialogues__context91
10__social_media_sentiment__sentiment140__binary183
11__consumer_complaints__response_explanation_vs_relief130

Anchor definitions

Minimal Somatisation Psychological Distress

Minimal Somatisation Psychological Distress: Expressions show no meaningful somatisation psychological distress content. The proxy is effectively absent. Expressions activating this band are unrelated to somatisation psychological distress.

Emerging Somatisation Psychological Distress

Emerging Somatisation Psychological Distress: Somatisation psychological distress is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. This is the first band where somatisation psychological distress becomes detectable. Expressions activating this band likely reflect direct functional disruption from somatisation psychological distress.

Elevated Somatisation Psychological Distress

Elevated Somatisation Psychological Distress: Somatisation psychological distress is experienced here as physiological and somatic distress, reflecting embodied arousal and clinical-grade symptom intensity. Unlike the band below, where somatisation psychological distress 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 likely reflect physiological and embodied somatisation psychological distress.

Severe Somatisation Psychological Distress

Severe Somatisation Psychological Distress: Somatisation psychological distress is present here in a general or mixed form without a single dominant facet. Unlike the band below, where somatisation psychological distress was characterized by the somatic and physiological form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse somatisation psychological distress.