Health Lens dimensions

Hazard Exposure

Dimension 214 of 1,100 · Health Lens

Excitement Index
0.0682

Hazard Exposure measures the extent to which an expression involves contact with dangerous, injurious, or life-threatening events and conditions. It encompasses accidents, assaults, disasters, toxic exposures, and other situations marked by physical risk or harm.

evidence final name · Disaster Trauma

Bands

Minimal Hazard Exposure

Expressions activating this band contain little or no clear hazardous-event content, or refer only indirectly to adversity, impairment, or difficult circumstances without a specific dangerous exposure.

Mild Hazard Exposure

Expressions activating this band refer to discrete threatening or harmful events such as assault, weapon attack, dangerous substances, or other serious incidents, but in a general or checklist-like way.

Moderate Hazard Exposure

Expressions activating this band describe substantial exposure to dangerous events or environments, including serious accidents, disasters, detention, war-zone exposure, or roles involving meaningful risk of injury.

High Hazard Exposure

Expressions activating this band center on severe accidental harm and unsafe conditions, including sudden death, disaster, pollution, vehicle danger, and explicit safety-related risk.

Severe Hazard Exposure

Expressions activating this band depict direct exposure to acute physical danger with strong emphasis on injury, fire, toxic substances, defective equipment, falls, crashes, or death-causing accidents.

Evidence summary

Candidate names

Trauma150.20
Stress109.40
Uplift88.50
Hassles Uplift62.40
Disaster Trauma54.20

Sentence counts by range

B-7..B-328,333
B-2..B44,836,740
B5..B8114,896
B9..B151,833
B16..B2241

Dataset representation

01__health_reviews__druglib__benefits_effectiveness73
03__fact_checking__liar__truth_ordinal114
05__whole_disney_dataset__rating118
06__text_reviews__acl_imdb__binary_sentiment123
07__emotion_labels__goemotions_reddit__multilabel108
08__dialogue_emotion__empathetic_dialogues__context136
10__social_media_sentiment__sentiment140__binary120
11__consumer_complaints__response_explanation_vs_relief151

Anchor definitions

Minimal Disaster Trauma

Minimal Disaster Trauma: Disaster trauma is present at a low level. Expressions activating this band reflect early or diffuse disaster trauma.

Emerging Disaster Trauma

Emerging Disaster Trauma: Disaster trauma is clearly present at this level. Unlike the band below, where disaster trauma was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect disaster trauma at this level of intensity.

Elevated Disaster Trauma

Elevated Disaster Trauma: Disaster trauma is clearly present at this level. Compared to the band below, disaster trauma is more intense and concentrated but retains the same essential character. Expressions activating this band reflect disaster trauma at this level of intensity.

Severe Disaster Trauma

Severe Disaster Trauma: Disaster trauma is present here in a general or mixed form without a single dominant facet. Unlike the band below, where disaster trauma 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 may reflect general or diffuse disaster trauma.