Health Lens dimensions

Swallowing Difficulty

Dimension 921 of 1,100 · Health Lens

Excitement Index
0.0468

Swallowing Difficulty measures problems with chewing, moving food or liquid through the mouth and throat, and the accompanying sensations and fears of choking or food coming back up. It encompasses functional eating and speaking interference, throat discomfort, and concern about choking during swallowing.

evidence final name · Throat Choke

Bands

Absent Swallowing Difficulty

Expressions activating this band do not show a coherent swallowing-related problem and instead contain unrelated health, behavior, or administrative content.

Mild Swallowing Difficulty

Expressions activating this band describe early or intermittent mouth, throat, cough, breathing, or eating problems that can affect speaking or meals without clearly centering on impaired swallowing itself.

Moderate Swallowing Difficulty

Expressions activating this band describe noticeable trouble eating or speaking clearly, with choking, sore throat, spilling, or meal-management problems that indicate functional disruption during oral intake.

High Swallowing Difficulty

Expressions activating this band describe clear swallowing impairment, including inability to swallow, difficulty chewing enough to eat, choking while eating, reflux into the throat, and worry triggered by throat tightness or coughing.

Severe Swallowing Difficulty

Expressions activating this band describe pronounced swallowing impairment marked by persistent choking concern, the need to alter eating pace to stay safe, lump-in-throat sensations, and combined trouble chewing, swallowing, and sometimes speaking.

Evidence summary

Candidate names

Throat Choke1.00
Choked0.50
Cough0.50

Sentence counts by range

B-6..B-312,463
B-2..B44,922,588
B5..B745,618
B8..B141,137
B15..B2337

Dataset representation

01__health_reviews__druglib__benefits_effectiveness106
03__fact_checking__liar__truth_ordinal68
05__whole_disney_dataset__rating79
06__text_reviews__acl_imdb__binary_sentiment111
07__emotion_labels__goemotions_reddit__multilabel99
08__dialogue_emotion__empathetic_dialogues__context101
10__social_media_sentiment__sentiment140__binary170
11__consumer_complaints__response_explanation_vs_relief127

Anchor definitions

Minimal Throat Choke

Minimal Throat Choke: Content characterized by therefore, formally, inquiries, and related themes. Expressions activating this band reflect throat choke at this level.

Emerging Throat Choke

Emerging Throat Choke: Content characterized by throat, stranger, coughed, and related themes. Expressions activating this band reflect throat choke at this level.

Elevated Throat Choke

Elevated Throat Choke: Content characterized by heartburn, chocolate, antacid, and related themes. Expressions activating this band reflect throat choke at this level.

Severe Throat Choke

Severe Throat Choke: Content characterized by throat, reflux, swallow, and related themes. Expressions activating this band reflect throat choke at this level.