Health Lens dimensions

Cardiometabolic Risk

Dimension 227 of 1,100 · Health Lens

Excitement Index
0.0677

Cardiometabolic Risk measures the extent to which an expression reflects concern about, diagnosis of, or management of cardiovascular and metabolic health problems. It encompasses perceived threat, reported conditions, and active attention to markers such as blood pressure, cholesterol, and related diet or medication management.

evidence final name · Longstanding Illness Disability

Bands

Minimal Cardiometabolic Risk

Expressions activating this band contain little to no cardiometabolic health content, or only very indirect and incidental references to bodily states or everyday behavior without a clear focus on cardiovascular or metabolic problems.

Mild Cardiometabolic Risk

Expressions activating this band reflect emerging awareness of possible cardiovascular or metabolic problems, often through worry about symptoms, mention of health-related eating, or reference to illness as a concern without a firmly centered diagnosis.

Moderate Cardiometabolic Risk

Expressions activating this band describe recognized medical vulnerability through reported diagnoses or recurrent worry about specific health problems such as heart disease, diabetes, blood pressure, or choking-related health threat.

High Cardiometabolic Risk

Expressions activating this band center on established cardiometabolic conditions and their behavioral management, including high blood pressure, metabolic syndrome, heart attack history, and deliberate dietary control of fat and cholesterol.

Severe Cardiometabolic Risk

Expressions activating this band focus strongly on active cardiometabolic disease management and biomarker control, especially high blood pressure and cholesterol regulation through statins, lipid targets, diet, and exercise.

Evidence summary

Candidate names

Illness56.00
Longstanding Illness Disability39.90
Cardiac Anxiety Caq39.50
Public Surveillance Well-being37.20
Swallowing Difficulties36.60

Sentence counts by range

B-9..B-2462,815
B-1..B54,485,636
B6..B831,721
B9..B151,556
B16..B37115

Dataset representation

01__health_reviews__druglib__benefits_effectiveness253
03__fact_checking__liar__truth_ordinal121
05__whole_disney_dataset__rating89
06__text_reviews__acl_imdb__binary_sentiment146
07__emotion_labels__goemotions_reddit__multilabel127
08__dialogue_emotion__empathetic_dialogues__context114
10__social_media_sentiment__sentiment140__binary152
11__consumer_complaints__response_explanation_vs_relief110

Anchor definitions

Minimal Longstanding Illness Disability

Minimal Longstanding Illness Disability: Longstanding illness disability is present at a low level. Expressions activating this band reflect early or diffuse longstanding illness disability.

Emerging Longstanding Illness Disability

Emerging Longstanding Illness Disability: Longstanding illness disability is experienced here as physiological and somatic distress, reflecting embodied arousal and clinical-grade symptom intensity. 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 physiological and embodied longstanding illness disability.

Elevated Longstanding Illness Disability

Elevated Longstanding Illness Disability: Longstanding illness disability is present here in a general or mixed form without a single dominant facet. Unlike the band below, where longstanding illness disability 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 longstanding illness disability.

Severe Longstanding Illness Disability

Severe Longstanding Illness Disability: Longstanding illness disability is experienced here as physiological and somatic distress, reflecting embodied arousal and clinical-grade symptom intensity. Unlike the band below, where longstanding illness disability was characterized by a general or mixed form, 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 longstanding illness disability.