Health Lens dimensions

Symptom Interference

Dimension 1022 of 1,100 · Health Lens

Excitement Index
0.0412

Symptom Interference measures how strongly physical symptoms such as pain, itch, or breathing problems disrupt daily functioning, attention, movement, enjoyment, and routine activities. It encompasses the extent to which symptoms intrude on what a person can do and how normally life can proceed.

evidence final name · Hard Pain

Bands

Minimal Symptom Interference

Expressions activating this band describe symptoms, complaints, or health conditions with little clear evidence that they are disrupting daily functioning in a sustained way. Interference appears absent, incidental, or limited to isolated difficulty.

Moderate Symptom Interference

Expressions activating this band describe symptoms that noticeably restrict activity, concentration, communication, enjoyment, or mobility in everyday situations. Daily tasks become harder, and behavior is adjusted to manage discomfort or limitation.

Severe Symptom Interference

Expressions activating this band describe symptoms as pervasive and disruptive across multiple areas of life, including movement, attention, recreation, sleep, and family routines. Functioning is substantially constrained, and normal daily life is difficult to maintain.

Evidence summary

Candidate names

Hard Pain1.00
Walk0.50
Valhalla0.50

Sentence counts by range

B-5..B-313,426
B-2..B44,948,678
B5..B919,739

Dataset representation

01__health_reviews__druglib__benefits_effectiveness79
03__fact_checking__liar__truth_ordinal53
05__whole_disney_dataset__rating60
06__text_reviews__acl_imdb__binary_sentiment79
07__emotion_labels__goemotions_reddit__multilabel71
08__dialogue_emotion__empathetic_dialogues__context68
10__social_media_sentiment__sentiment140__binary95
11__consumer_complaints__response_explanation_vs_relief97

Anchor definitions

Low Hard Pain

Low Hard Pain: Content characterized by alleged, proof, agency, and related themes. Expressions activating this band reflect hard pain at this level.

Moderate Hard Pain

Moderate Hard Pain: Content characterized by hard, touched, pain, and related themes. Expressions activating this band reflect hard pain at this level.

High Hard Pain

High Hard Pain: Content characterized by valhalla, look, walk, and related themes. Expressions activating this band reflect hard pain at this level.