Health Lens dimensions

Serious Health Threat

Dimension 472 of 1,100 · Health Lens

Excitement Index
0.0590

Serious Health Threat measures the extent to which an expression centers on severe, life-threatening, or highly consequential illness, injury, hospitalization, or death affecting oneself or close others. It encompasses both direct experience of grave medical conditions and salient exposure to major threats to life and physical well-being.

evidence final name · Threat Serious

Bands

Minimal Serious Health Threat

Expressions activating this band mention adverse events, losses, or practical harms in diffuse or incidental ways, without a clear focus on grave medical danger or life-threatening illness. Health-related content, when present, is general, mixed with unrelated circumstances, or only loosely connected to severe threat.

Mild Serious Health Threat

Expressions activating this band refer to difficult circumstances that may include health problems, confinement, or environmental damage, but the sense of acute medical peril remains limited or indirect. The expression acknowledges hardship or health burden without clearly centering on severe illness, hospitalization, or threat to life.

Moderate Serious Health Threat

Expressions activating this band focus on serious illness, inpatient treatment, severe disability, or news that someone close experienced life-threatening injury, illness, or unexpected death. The expression presents grave health danger as a concrete and personally salient reality.

Severe Serious Health Threat

Expressions activating this band center on very serious physical or mental illness, life-threatening accidents, major hospitalization, or explicit identification of grave medical conditions in oneself or close others. The expression conveys direct confrontation with extreme threat to life or major bodily integrity.

Evidence summary

Candidate names

Threat Serious1.00
Lil0.50
Sick0.50

Sentence counts by range

B-8..B-3280,133
B-2..B-12,194,965
B0..B62,506,586
B7..B13159

Dataset representation

01__health_reviews__druglib__benefits_effectiveness48
03__fact_checking__liar__truth_ordinal75
05__whole_disney_dataset__rating54
06__text_reviews__acl_imdb__binary_sentiment64
07__emotion_labels__goemotions_reddit__multilabel57
08__dialogue_emotion__empathetic_dialogues__context74
10__social_media_sentiment__sentiment140__binary93
11__consumer_complaints__response_explanation_vs_relief97

Anchor definitions

Minimal Threat Serious

Minimal Threat Serious: Content characterized by phone, address, filed, and related themes. Expressions activating this band reflect threat serious at this level.

Moderate Threat Serious

Moderate Threat Serious: Content characterized by writing, donations, tax, and related themes. Expressions activating this band reflect threat serious at this level.

Intense Threat Serious

Intense Threat Serious: Content characterized by ill, group, threat, and related themes. Expressions activating this band reflect threat serious at this level.

Peak Threat Serious

Peak Threat Serious: Content characterized by threat, lil, sick, and related themes. Expressions activating this band reflect threat serious at this level.