Health Lens dimensions

Pain Severity

Dimension 270 of 1,100 · Health Lens

Excitement Index
0.0654

Pain Severity measures the presence, intensity, bodily spread, and disruptive impact of physical pain and discomfort. It encompasses expressions of painful sensations, pain-related restriction, need for relief, and catastrophic appraisal of pain.

evidence final name · Pain Impact

Bands

Absent Pain Severity

Expressions activating this band do not convey a recognizable pain experience and are largely unrelated to bodily discomfort or pain impact.

Mild Pain Severity

Expressions activating this band describe pain as intermittent or situational, with noticeable effects on movement, daily participation, planning, or confidence. Pain is present but framed through restrictions, caution, or occasional attacks rather than pervasive bodily suffering.

Moderate Pain Severity

Expressions activating this band describe clearly felt pain or discomfort with meaningful intensity, possible spread across body areas, and concern that the pain signals bodily danger. Pain commonly prompts medication use or is described as unpleasant, bad, or physically uncomfortable.

Severe Pain Severity

Expressions activating this band describe frequent, intense, or widespread bodily pain marked by aching, soreness, hurting, or suffering. Pain is experienced as severe, persistent, and overwhelming, sometimes accompanied by hopeless appraisal that it will not improve.

Evidence summary

Candidate names

Pain145.00
Pain Impact76.90
Impact56.80
Pain Screeing Ppst50.90
Ascq-me Pain Impact50.30

Sentence counts by range

B-8..B-6866
B-5..B14,773,644
B2..B4205,218
B5..B112,115

Dataset representation

01__health_reviews__druglib__benefits_effectiveness77
03__fact_checking__liar__truth_ordinal73
05__whole_disney_dataset__rating87
06__text_reviews__acl_imdb__binary_sentiment102
07__emotion_labels__goemotions_reddit__multilabel95
08__dialogue_emotion__empathetic_dialogues__context90
10__social_media_sentiment__sentiment140__binary144
11__consumer_complaints__response_explanation_vs_relief85

Anchor definitions

Minimal Pain Impact

Minimal Pain Impact: Expressions show no meaningful pain impact content. The proxy is effectively absent. Expressions activating this band are unrelated to pain impact.

Moderate Pain Impact

Moderate Pain Impact: Pain impact is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. This is the first band where pain impact becomes detectable. Expressions activating this band likely reflect direct functional disruption from pain impact.

Intense Pain Impact

Intense Pain Impact: Pain impact is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Compared to the band below, pain impact is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect direct functional disruption from pain impact.

Peak Pain Impact

Peak Pain Impact: Pain impact is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Compared to the band below, pain impact is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect direct functional disruption from pain impact.