Health Lens dimensions

Hazard Exposure

Dimension 96 of 1,100 · Health Lens

Excitement Index
0.0770

Hazard Exposure measures the extent to which an expression reflects contact with dangerous, harmful, or injury-producing conditions. It encompasses exposure to accidents, explosions, toxic substances, unsafe environments, and other threats to physical health or safety.

evidence final name · Disaster Trauma

Bands

Minimal Hazard Exposure

Expressions activating this band contain little to no clear indication of dangerous environmental or injury-related conditions, and often focus on unrelated health, daily life, or background experiences.

Low Hazard Exposure

Expressions activating this band refer to possible contact with risky situations or unsafe surroundings in a general or occasional way, such as frightening events, traffic, sun exposure, or physically demanding conditions.

Moderate Hazard Exposure

Expressions activating this band describe direct involvement with concrete accident or contagion risks, including serious crashes, close contact with infectious illness, or strenuous work conditions tied to physical danger.

High Hazard Exposure

Expressions activating this band describe sustained or salient exposure to harmful workplace or environmental agents, such as dangerous chemicals, radioactivity, dust, noise, foul air, or substantial risk of injury.

Severe Hazard Exposure

Expressions activating this band center on acute or explicitly toxic danger, especially exposure to hazardous substances, radiation, fire, or explosion with clear potential for serious physical harm.

Evidence summary

Candidate names

Trauma122.60
Stress82.30
Disaster Trauma58.30
Disaster44.70
Sure41.10

Sentence counts by range

B-7..B-11,169,048
B0..B63,810,621
B7..B91,777
B10..B23391
B24..B306

Dataset representation

01__health_reviews__druglib__benefits_effectiveness91
03__fact_checking__liar__truth_ordinal106
05__whole_disney_dataset__rating114
06__text_reviews__acl_imdb__binary_sentiment140
07__emotion_labels__goemotions_reddit__multilabel104
08__dialogue_emotion__empathetic_dialogues__context110
10__social_media_sentiment__sentiment140__binary136
11__consumer_complaints__response_explanation_vs_relief134

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 experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where disaster trauma was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect disaster trauma at a clinical or disorder-relevant level.

Elevated Disaster Trauma

Elevated 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 the clinical 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.

Severe Disaster Trauma

Severe 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. The facets that dominated at lower levels have receded. Expressions activating this band reflect disaster trauma at this level of intensity.