Health Lens dimensions

Musculoskeletal Pain

Dimension 387 of 1,100 · Health Lens

Excitement Index
0.0612

Musculoskeletal Pain measures the presence and severity of bodily pain and related physical discomfort centered in muscles, joints, back, neck, shoulders, limbs, and nearby regions. It encompasses aching, tightness, stiffness, numbness, spread of pain, and activity-limiting physical symptoms.

evidence final name · Pain Impact

Bands

Minimal Musculoskeletal Pain

Expressions activating this band contain little to no clear bodily pain content, or mention pain only incidentally, generally, or in unrelated contexts without a sustained focus on physical discomfort.

Mild Musculoskeletal Pain

Expressions activating this band describe localized physical pain or soreness, often in the back, chest, jaw, neck, or stomach, with some awareness of discomfort or caution about movement and activity.

Moderate Musculoskeletal Pain

Expressions activating this band describe recurring or bothersome pain across joints, jaw, back, or limbs, often with stiffness, cramps, weakness, or numbness that makes the discomfort a noticeable problem.

High Musculoskeletal Pain

Expressions activating this band describe pronounced pain concentrated in the neck, shoulders, and back, often accompanied by muscle tension, tightness, radiating pain, or neurologic sensations such as numbness.

Severe Musculoskeletal Pain

Expressions activating this band convey intense, persistent, and functionally disruptive bodily pain, often framed as injury-related hurting with strong physical impairment, pulling, squeezing, or marked restriction in comfort and movement.

Evidence summary

Candidate names

Pain56.10
Central Sensitization Csi44.70
Keele Start Back41.40
Criteria Tmd Patient39.70
Diagnostic Criteria Tmd39.70

Sentence counts by range

B-8..B-3215,460
B-2..B44,735,248
B5..B930,406
B10..B16572
B17..B30157

Dataset representation

01__health_reviews__druglib__benefits_effectiveness96
03__fact_checking__liar__truth_ordinal95
05__whole_disney_dataset__rating125
06__text_reviews__acl_imdb__binary_sentiment148
07__emotion_labels__goemotions_reddit__multilabel103
08__dialogue_emotion__empathetic_dialogues__context109
10__social_media_sentiment__sentiment140__binary224
11__consumer_complaints__response_explanation_vs_relief123

Anchor definitions

Minimal Pain Impact

Minimal Pain Impact: Pain impact is present at a low level. Expressions activating this band reflect early or diffuse pain impact.

Emerging Pain Impact

Emerging Pain Impact: Pain impact is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where pain impact was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band likely reflect pain impact at a clinical or disorder-relevant level.

Elevated Pain Impact

Elevated Pain Impact: Pain impact is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Compared to the band below, pain impact is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect pain impact at a clinical or disorder-relevant level.

Severe Pain Impact

Severe Pain Impact: Pain impact is present here in a general or mixed form without a single dominant facet. Unlike the band below, where pain impact was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse pain impact.