Health Lens dimensions

Head Injury Severity

Dimension 599 of 1,100 · Health Lens

Excitement Index
0.0561

Head Injury Severity measures the presence and seriousness of head trauma and its immediate neurological consequences, including concussion, loss of consciousness, confusion, amnesia, and impaired speech or orientation. It encompasses expressions ranging from minimal or absent evidence of head injury through clear traumatic brain injury with marked disruption of consciousness and memory.

evidence final name · Head Concussion

Bands

Minimal Head Injury Severity

Expressions activating this band contain no clear evidence of head trauma or neurological disruption, or only incidental administrative or unrelated content. The proxy is effectively absent or only minimally implied.

Mild Head Injury Severity

Expressions activating this band suggest possible transient effects consistent with minor neurological disruption, such as concentration problems, feeling dazed, or brief functional difficulty, without clear evidence of major injury. The presentation is tentative, mixed, or limited in specificity.

Moderate Head Injury Severity

Expressions activating this band describe recognizable neurological signs following head impact, such as slurred speech, blackout, memory gaps, impaired orientation, or repeated injuries. The injury is concrete and associated with noticeable cognitive or behavioral disruption.

High Head Injury Severity

Expressions activating this band describe definite head or neck trauma with substantial acute consequences, including concussion, amnesia, confusion, loss of consciousness, seizures, or emergency treatment. The injury is explicit and medically significant.

Severe Head Injury Severity

Expressions activating this band indicate severe traumatic head injury marked by blunt impact, concussion, skull involvement, loss of consciousness, and major gaps in recollection. The presentation centers on profound disruption of awareness and memory following head trauma.

Evidence summary

Candidate names

Head Concussion1.00
Injuries0.50
Hit0.50

Sentence counts by range

B-9..B-4368,979
B-3..B34,607,966
B4..B54,643
B6..B12243
B13..B1912

Dataset representation

01__health_reviews__druglib__benefits_effectiveness44
03__fact_checking__liar__truth_ordinal37
05__whole_disney_dataset__rating40
06__text_reviews__acl_imdb__binary_sentiment67
07__emotion_labels__goemotions_reddit__multilabel58
08__dialogue_emotion__empathetic_dialogues__context47
10__social_media_sentiment__sentiment140__binary81
11__consumer_complaints__response_explanation_vs_relief83

Anchor definitions

Minimal Head Concussion

Minimal Head Concussion: Content characterized by documents, request, additionally, and related themes. Expressions activating this band reflect head concussion at this level.

Emerging Head Concussion

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

Elevated Head Concussion

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

Severe Head Concussion

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