Health Lens dimensions

Head Injury Severity

Dimension 579 of 1,100 · Health Lens

Excitement Index
0.0565

Head Injury Severity measures the presence and seriousness of head trauma, especially injuries involving the head or neck and their acute neurological effects. It encompasses physical injury events, concussion-related features, and signs such as dazing, memory gaps, or loss of consciousness.

evidence final name · Head Concussion

Bands

Minimal Head Injury Severity

Expressions activating this band contain little or no clear evidence of head trauma and are dominated by unrelated or weakly connected content. When injury is implied, it is not specifically characterized as head injury or neurological impact.

Mild Head Injury Severity

Expressions activating this band describe isolated physical complaints or functional difficulties that can accompany minor head or neck problems, such as chewing trouble, stiffness, confusion, memory problems, or neck tightness. The injury context is limited or indirect, and acute concussion markers are not clearly established.

Moderate Head Injury Severity

Expressions activating this band describe definite injury exposure or bodily harm involving the head, neck, or related trauma context, including accidents, blasts, repeated injuries, headaches, or diagnosed neurological problems. The expression identifies injury history or threat to health but does not center on clear acute disruption of consciousness.

High Head Injury Severity

Expressions activating this band describe concussion-level trauma with acute neurological disturbance, such as being dazed, having a memory gap, or possibly losing consciousness after impact. The injury is explicitly framed as significant head trauma rather than general bodily injury.

Severe Head Injury Severity

Expressions activating this band describe blunt head trauma with explicit concussion indicators and definite loss of consciousness or being knocked out. The expression centers on substantial acute neurological impairment following head injury.

Evidence summary

Candidate names

Head Concussion1.00
Knocked0.50
Consciousness0.50

Sentence counts by range

B-8..B-4271,721
B-3..B34,685,822
B4..B924,182
B10..B16113
B17..B235

Dataset representation

01__health_reviews__druglib__benefits_effectiveness40
03__fact_checking__liar__truth_ordinal52
05__whole_disney_dataset__rating61
06__text_reviews__acl_imdb__binary_sentiment60
07__emotion_labels__goemotions_reddit__multilabel60
08__dialogue_emotion__empathetic_dialogues__context56
10__social_media_sentiment__sentiment140__binary68
11__consumer_complaints__response_explanation_vs_relief103

Anchor definitions

Minimal Head Concussion

Minimal Head Concussion: Content characterized by intensity, agency, party, and related themes. Expressions activating this band reflect head concussion at this level.

Emerging Head Concussion

Emerging Head Concussion: Content characterized by neck, hit, head, and related themes. Expressions activating this band reflect head concussion at this level.

Elevated Head Concussion

Elevated Head Concussion: Content characterized by helmet, head, neck, and related themes. Expressions activating this band reflect head concussion at this level.

Severe Head Concussion

Severe Head Concussion: Content characterized by head, headseats, larger, and related themes. Expressions activating this band reflect head concussion at this level.