Health Lens dimensions

Metabolic Disease Burden

Dimension 578 of 1,100 · Health Lens

Excitement Index
0.0566

Metabolic Disease Burden measures the extent to which an expression reflects cardiometabolic illness, especially blood pressure, cholesterol, glucose regulation, and diabetes-related disease status. It encompasses reported diagnoses, medically managed metabolic conditions, and associated bodily changes tied to metabolic dysfunction.

evidence final name · Diabetes Diagnosed

Bands

Minimal Metabolic Disease Burden

Expressions activating this band mention general health problems, symptoms, functional difficulties, or treatment adherence without a clear focus on cardiometabolic disease. The metabolic burden is absent or only minimally implied.

Mild Metabolic Disease Burden

Expressions activating this band identify common cardiometabolic conditions such as high blood pressure, high cholesterol, heart disease, stroke, or prescribed dietary management. The burden appears as recognized medical risk or established vascular-metabolic illness.

Moderate Metabolic Disease Burden

Expressions activating this band reflect metabolic dysregulation through glucose-related concerns, diabetes cues, or bodily change such as notable unintended weight gain. The burden is experienced as active metabolic disturbance rather than only general cardiovascular diagnosis.

High Metabolic Disease Burden

Expressions activating this band center on diabetes as an ongoing managed condition, including medication use, insulin, glucose monitoring, and food regulation. The burden is experienced as daily disease management for impaired glucose control.

Severe Metabolic Disease Burden

Expressions activating this band explicitly identify diabetes, fasting glucose abnormalities, or metabolic syndrome as salient health conditions. The burden is experienced as clear, established metabolic disease with direct emphasis on glucose pathology.

Evidence summary

Candidate names

Diabetes Diagnosed1.00
Sugar0.50
Told0.50

Sentence counts by range

B-6..B44,807,719
B5..B11172,950
B12..B181,009
B19..B27124
B28..B4141

Dataset representation

01__health_reviews__druglib__benefits_effectiveness97
03__fact_checking__liar__truth_ordinal26
05__whole_disney_dataset__rating57
06__text_reviews__acl_imdb__binary_sentiment57
07__emotion_labels__goemotions_reddit__multilabel71
08__dialogue_emotion__empathetic_dialogues__context88
10__social_media_sentiment__sentiment140__binary91
11__consumer_complaints__response_explanation_vs_relief46

Anchor definitions

Minimal Diabetes Diagnosed

Minimal Diabetes Diagnosed: Content characterized by screws, due, end, and related themes. Expressions activating this band reflect diabetes diagnosed at this level.

Emerging Diabetes Diagnosed

Emerging Diabetes Diagnosed: Content characterized by cases, sweet, cake, and related themes. Expressions activating this band reflect diabetes diagnosed at this level.

Elevated Diabetes Diagnosed

Elevated Diabetes Diagnosed: Content characterized by sugar, levels, terrible, and related themes. Expressions activating this band reflect diabetes diagnosed at this level.

Severe Diabetes Diagnosed

Severe Diabetes Diagnosed: Content characterized by diabetes, metformin, insulin, and related themes. Expressions activating this band reflect diabetes diagnosed at this level.