Health Lens dimensions

Bowel Dysfunction

Dimension 978 of 1,100 · Health Lens

Excitement Index
0.0441

Bowel Dysfunction measures the presence and severity of gastrointestinal and bowel-related problems in an expression, especially disturbed bowel habits, abdominal discomfort, gas, urgency, and impaired control or cleanup after elimination. It encompasses both intermittent digestive complaints and more pronounced disruption of bowel functioning.

evidence final name · Bowel Constipation

Bands

Minimal Bowel Dysfunction

Expressions activating this band contain little to no clear gastrointestinal or bowel-related content, or only vague administrative or status language that does not indicate active digestive symptoms or bowel difficulty.

Mild Bowel Dysfunction

Expressions activating this band describe occasional or nonspecific digestive and elimination-related symptoms such as nausea, swallowing difficulty, abdominal or pelvic pain, constipation, or needing to use the bathroom at night. The bowel-related disturbance is present but diffuse and not yet centered on persistent bowel habit disruption.

Moderate Bowel Dysfunction

Expressions activating this band describe clear bowel and digestive problems such as indigestion, stomach pain, cramping, frequent urination, constipation, diarrhea, or difficulty eliminating in the toilet. The expression reflects recurring gastrointestinal discomfort with noticeable interference in elimination.

Marked Bowel Dysfunction

Expressions activating this band focus on bowel-specific impairment, especially stomach cramps and reduced bowel control. The disturbance is experienced as direct difficulty managing defecation rather than general digestive discomfort alone.

Severe Bowel Dysfunction

Expressions activating this band describe pronounced bowel disturbance marked by diarrhea, constipation, alternating bowel habits, flatulence, bleeding, loss of control, or difficulty cleaning after a bowel movement. The expression reflects persistent and functionally disruptive bowel symptoms.

Evidence summary

Candidate names

Bowel Constipation1.00
Pooped0.50
Fart0.50

Sentence counts by range

B-6..B-410,053
B-3..B34,969,326
B4..B102,211
B11..B13154
B14..B2799

Dataset representation

01__health_reviews__druglib__benefits_effectiveness82
03__fact_checking__liar__truth_ordinal21
05__whole_disney_dataset__rating41
06__text_reviews__acl_imdb__binary_sentiment47
07__emotion_labels__goemotions_reddit__multilabel88
08__dialogue_emotion__empathetic_dialogues__context66
10__social_media_sentiment__sentiment140__binary96
11__consumer_complaints__response_explanation_vs_relief52

Anchor definitions

Minimal Bowel Constipation

Minimal Bowel Constipation: Content characterized by date, opened, closed, and related themes. Expressions activating this band reflect bowel constipation at this level.

Emerging Bowel Constipation

Emerging Bowel Constipation: Content characterized by open, constipation, bathroom, and related themes. Expressions activating this band reflect bowel constipation at this level.

Elevated Bowel Constipation

Elevated Bowel Constipation: Content characterized by fart, know, stomach, and related themes. Expressions activating this band reflect bowel constipation at this level.

Severe Bowel Constipation

Severe Bowel Constipation: Content characterized by rectum, pooped, fart, and related themes. Expressions activating this band reflect bowel constipation at this level.