Health Lens dimensions

Combat Exposure

Dimension 113 of 1,100 · Health Lens

Excitement Index
0.0749

Combat Exposure measures the extent to which an expression reflects direct or indirect exposure to war-zone violence, hostile fire, and dangerous military operations. It encompasses proximity to battle, threat of injury or death, and active engagement in combat-related situations.

evidence final name · Disaster Trauma

Bands

Minimal Combat Exposure

Expressions activating this band describe violence, assault, injury, or threat in general terms without clear war-zone or combat context. The content may involve isolated traumatic events or danger cues that do not specifically indicate combat involvement.

Low Combat Exposure

Expressions activating this band reflect indirect or peripheral contact with war-related harm, such as seeing casualties, being near shootings or explosions, or referencing military-related physical danger without clear battlefield participation. The exposure is recognizable as conflict-related but not yet centered on sustained combat conditions.

Moderate Combat Exposure

Expressions activating this band describe presence in war zones, deployment settings, or nearby blasts and frightening military events. The expression indicates meaningful proximity to combat environments, even when direct enemy engagement is not explicitly stated.

High Combat Exposure

Expressions activating this band describe acute battlefield danger, including being at risk of injury or death during ambushes, overruns, near misses, or similar hostile situations. The exposure is immediate and operational, with clear personal endangerment in combat conditions.

Severe Combat Exposure

Expressions activating this band describe direct participation in combat, such as engaging the enemy, coming under enemy fire, conducting combat patrols, or serving in duties that place the person amid active war-zone casualties. The expression reflects firsthand involvement in hostile military action.

Evidence summary

Candidate names

Trauma146.90
Stress67.50
Disaster Trauma58.30
Disaster44.50
Sure41.20

Sentence counts by range

B-5..B24,751,782
B3..B9215,500
B10..B1613,453
B17..B221,007
B23..B30101

Dataset representation

01__health_reviews__druglib__benefits_effectiveness47
03__fact_checking__liar__truth_ordinal136
05__whole_disney_dataset__rating95
06__text_reviews__acl_imdb__binary_sentiment224
07__emotion_labels__goemotions_reddit__multilabel124
08__dialogue_emotion__empathetic_dialogues__context111
10__social_media_sentiment__sentiment140__binary147
11__consumer_complaints__response_explanation_vs_relief198

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 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.

Elevated Disaster Trauma

Elevated 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 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 likely reflect disaster trauma at a clinical or disorder-relevant level.

Severe Disaster Trauma

Severe Disaster Trauma: Disaster trauma is experienced here as direct combat exposure, reflecting armed engagement, enemy contact, and battlefield conditions. 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 reflect direct combat-related disaster trauma.