Health Lens dimensions

Posttraumatic Stress

Dimension 1059 of 1,100 · Health Lens

Excitement Index
0.0380

Posttraumatic Stress measures the presence and impact of trauma-related re-experiencing, hypervigilance, distress on reminders, concentration problems, nightmares, and related symptom patterns following a stressful event. It encompasses both isolated intrusive reactions and more established, impairing symptom presentations recognized as a posttraumatic condition.

evidence final name · Traumatic Stress

Bands

Minimal Posttraumatic Stress

Expressions activating this band show little to no trauma-related symptom content, or only very general references to stressful events, danger, or startle that do not indicate an ongoing posttraumatic reaction. The expression may be neutral, informational, or describe quick recovery after being startled.

Mild Posttraumatic Stress

Expressions activating this band describe recognizable trauma-related symptoms such as unwanted memories, reliving, hypervigilance, or concentration difficulty, with attention to whether these experiences have been bothersome or have affected daily life. The presentation reflects active symptoms without a strongly consolidated syndrome label.

Moderate Posttraumatic Stress

Expressions activating this band describe recurrent and emotionally salient posttraumatic symptoms, including feeling as if the event is happening again, intense upset when reminded of the trauma, nightmares, and anxiety or panic reactions linked to the event. The expression conveys a more established and disruptive symptom pattern.

High Posttraumatic Stress

Expressions activating this band refer to posttraumatic stress as a recognized clinical problem, including diagnosis, assessment, or explicit identification of the condition. The expression frames the symptoms as an organized disorder rather than isolated reactions.

Severe Posttraumatic Stress

Expressions activating this band describe posttraumatic stress symptoms together with additional problems emerging after the stressful event, indicating a pervasive and consequential posttraumatic condition. The expression emphasizes enduring symptom burden and broader disruption in living.

Evidence summary

Candidate names

Traumatic Stress1.00
Symptoms0.50
Done0.50

Sentence counts by range

B-8..B-2644,001
B-1..B34,282,241
B4..B1055,524
B11..B1757
B18..B2420

Dataset representation

01__health_reviews__druglib__benefits_effectiveness44
03__fact_checking__liar__truth_ordinal27
05__whole_disney_dataset__rating28
06__text_reviews__acl_imdb__binary_sentiment62
07__emotion_labels__goemotions_reddit__multilabel48
08__dialogue_emotion__empathetic_dialogues__context49
10__social_media_sentiment__sentiment140__binary52
11__consumer_complaints__response_explanation_vs_relief39

Anchor definitions

Minimal Traumatic Stress

Minimal Traumatic Stress: Content characterized by anything, date, account, and related themes. Expressions activating this band reflect traumatic stress at this level.

Emerging Traumatic Stress

Emerging Traumatic Stress: Content characterized by practices, reliving, since, and related themes. Expressions activating this band reflect traumatic stress at this level.

Elevated Traumatic Stress

Elevated Traumatic Stress: Content characterized by ptfe, traumatic, feingold, and related themes. Expressions activating this band reflect traumatic stress at this level.

Severe Traumatic Stress

Severe Traumatic Stress: Content characterized by traumatic, wonderful, followed, and related themes. Expressions activating this band reflect traumatic stress at this level.