Health Lens dimensions

Illness Severity

Dimension 655 of 1,100 · Health Lens

Excitement Index
0.0547

Illness Severity measures the extent to which an expression centers on the presence, seriousness, and perceived importance of a medical condition or illness. It encompasses references ranging from incidental or unrelated health content to explicit identification of serious, life-threatening, or especially consequential illness.

evidence final name · Serious Condition

Bands

Minimal Illness Severity

Expressions activating this band contain unrelated content or only incidental mentions of health, treatment, or bodily experience without a clear focus on a serious medical condition. The illness-related content is absent, diffuse, or limited to general background references.

Moderate Illness Severity

Expressions activating this band refer to a medical condition, disability, treatment need, or serious health event in a general way. The expression identifies illness or injury as meaningful and consequential, but does not strongly emphasize life-threatening status or personal salience.

High Illness Severity

Expressions activating this band explicitly describe a serious or life-threatening illness, diagnosis, disability, or major health-related hardship. The expression treats the condition as established and substantial, often with attention to duration, onset, or ongoing treatment.

Severe Illness Severity

Expressions activating this band focus directly on judging or identifying an illness as serious, most serious, or especially important. The expression foregrounds the perceived gravity and priority of the condition itself.

Evidence summary

Candidate names

Serious Condition1.00
Medical0.50
Diagnosed0.50

Sentence counts by range

B-7..B-312,900
B-2..B44,824,918
B5..B10143,579
B11..B17446

Dataset representation

01__health_reviews__druglib__benefits_effectiveness58
03__fact_checking__liar__truth_ordinal79
05__whole_disney_dataset__rating64
06__text_reviews__acl_imdb__binary_sentiment77
07__emotion_labels__goemotions_reddit__multilabel75
08__dialogue_emotion__empathetic_dialogues__context92
10__social_media_sentiment__sentiment140__binary81
11__consumer_complaints__response_explanation_vs_relief85

Anchor definitions

Minimal Serious Condition

Minimal Serious Condition: Content characterized by tax, taxes, corporate, and related themes. Expressions activating this band reflect serious condition at this level.

Moderate Serious Condition

Moderate Serious Condition: Content characterized by moves, under, medical, and related themes. Expressions activating this band reflect serious condition at this level.

Intense Serious Condition

Intense Serious Condition: Content characterized by seriously, serum, prostate, and related themes. Expressions activating this band reflect serious condition at this level.

Peak Serious Condition

Peak Serious Condition: Content characterized by serious, medical, seriuss, and related themes. Expressions activating this band reflect serious condition at this level.