Health Lens dimensions

Pain Severity

Dimension 789 of 1,100 · Health Lens

Excitement Index
0.0512

Pain Severity measures the intensity, bothersomeness, and immediate felt burden of physical pain as expressed from minimal or incidental mention to acute, explicitly rated pain. It encompasses direct reports of hurting, pain attacks, average and worst pain, and the extent to which pain disrupts comfort and daily life.

evidence final name · Pain Give

Bands

Minimal Pain Severity

Expressions activating this band mention pain or distress only incidentally, hypothetically, or in diffuse mixed-symptom contexts, with little clear emphasis on current bodily hurting. Pain may be framed as a possibility, a background condition, or one concern among unrelated difficulties.

Moderate Pain Severity

Expressions activating this band describe clearly present pain that is bothersome enough to notice, worry about, or treat with medication. The pain is experienced as ongoing and meaningful, but is usually framed in general severity or average burden terms.

High Pain Severity

Expressions activating this band describe substantial pain or closely related physical discomfort that is salient in the moment and interferes with enjoyment of life, functioning, or overall well-being. The experience is presented as a significant problem requiring active appraisal of intensity or impact.

Severe Pain Severity

Expressions activating this band report intense, immediate, and explicitly quantified pain, often focusing on current pain, worst pain, or pain during acute attacks. The hurting is vivid enough to support direct rating, localization, or visual indication of where and how much it hurts.

Evidence summary

Candidate names

Pain Give1.00
Worst0.50
Out0.50

Sentence counts by range

B-6..B-310,599
B-2..B44,843,165
B5..B6119,120
B7..B138,959

Dataset representation

01__health_reviews__druglib__benefits_effectiveness61
03__fact_checking__liar__truth_ordinal47
05__whole_disney_dataset__rating61
06__text_reviews__acl_imdb__binary_sentiment115
07__emotion_labels__goemotions_reddit__multilabel70
08__dialogue_emotion__empathetic_dialogues__context75
10__social_media_sentiment__sentiment140__binary84
11__consumer_complaints__response_explanation_vs_relief79

Anchor definitions

Minimal Pain Give

Minimal Pain Give: Content characterized by after, contacted, customer, and related themes. Expressions activating this band reflect pain give at this level.

Moderate Pain Give

Moderate Pain Give: Content characterized by most, pain, drug, and related themes. Expressions activating this band reflect pain give at this level.

Intense Pain Give

Intense Pain Give: Content characterized by biting, pain, give, and related themes. Expressions activating this band reflect pain give at this level.

Peak Pain Give

Peak Pain Give: Content characterized by out, least, give, and related themes. Expressions activating this band reflect pain give at this level.