Health Lens dimensions

Treatment Discontinuation

Dimension 603 of 1,100 · Health Lens

Excitement Index
0.0561

Treatment Discontinuation measures the extent to which an expression reflects stopping, refusing, dropping out of, or failing to continue recommended care, medication, or follow-up. It encompasses disengagement from treatment through missed visits, refusal, self-directed stopping, and explicit discontinuation.

evidence final name · Stopped Stop

Bands

Absent Treatment Discontinuation

Expressions activating this band are not meaningfully about stopping or failing to continue care and instead contain unrelated administrative, informational, or general opinion content.

Low Treatment Discontinuation

Expressions activating this band refer to treatment, visits, or health decisions in a general or exploratory way, with only limited implication that care may be interrupted or avoided. The expression may mention reasons for not seeking care or stopping a behavior without clearly centering ongoing disengagement from treatment.

Moderate Treatment Discontinuation

Expressions activating this band describe partial treatment disengagement, such as deciding not to seek care, not taking medicine at times, or facing practical barriers that interfere with continuing treatment. The expression presents discontinuation as a live possibility or recurring difficulty rather than a settled pattern.

High Treatment Discontinuation

Expressions activating this band center on active interruption of care, including refusing medication, stopping attendance, difficulty maintaining treatment, or problems carrying treatment decisions through. The expression reflects clear instability in treatment continuation across medication use, appointments, or follow-up.

Severe Treatment Discontinuation

Expressions activating this band explicitly state that medication or treatment was stopped, discontinued, or quit. The expression presents treatment cessation as direct and concrete.

Evidence summary

Candidate names

Stopped Stop1.00
Lithium0.50
Severe0.50

Sentence counts by range

B-6..B-352,705
B-2..B44,910,684
B5..B616,440
B7..B132,005
B14..B209

Dataset representation

01__health_reviews__druglib__benefits_effectiveness90
03__fact_checking__liar__truth_ordinal45
05__whole_disney_dataset__rating72
06__text_reviews__acl_imdb__binary_sentiment54
07__emotion_labels__goemotions_reddit__multilabel49
08__dialogue_emotion__empathetic_dialogues__context57
10__social_media_sentiment__sentiment140__binary49
11__consumer_complaints__response_explanation_vs_relief82

Anchor definitions

Minimal Stopped Stop

Minimal Stopped Stop: Content characterized by closest, story, requires, and related themes. Expressions activating this band reflect stopped stop at this level.

Emerging Stopped Stop

Emerging Stopped Stop: Content characterized by wall, ketchup, antipsychotics, and related themes. Expressions activating this band reflect stopped stop at this level.

Elevated Stopped Stop

Elevated Stopped Stop: Content characterized by tweeter, tall, specialist, and related themes. Expressions activating this band reflect stopped stop at this level.

Severe Stopped Stop

Severe Stopped Stop: Content characterized by opting, lithium, medications, and related themes. Expressions activating this band reflect stopped stop at this level.