Health Lens dimensions

Cancer Status

Dimension 1011 of 1,100 · Health Lens

Excitement Index
0.0423

Cancer Status measures whether an expression indicates the presence, diagnosis, treatment context, or lived significance of cancer. It encompasses references ranging from unrelated or nonspecific health content through cancer-related treatment and identity to explicit confirmation of a cancer diagnosis.

evidence final name · Cancer Taking

Bands

Absent Cancer Status

Expressions activating this band contain unrelated health, self-evaluative, or social concern content without clear indication of cancer as a present condition or defining context.

Possible Cancer Status

Expressions activating this band frame illness-related meaning, appearance concerns, future threat, treatment choice, or disclosure in a way that is compatible with serious illness but does not directly establish cancer.

Established Cancer Status

Expressions activating this band explicitly place the speaker in a cancer-related medical context through diagnosis, treatment, surgery, hospital care, or efforts to learn about treatment.

Confirmed Cancer Status

Expressions activating this band directly state or query whether a person has been told they have cancer or has been diagnosed with cancer, often treating cancer as a central and life-defining condition.

Evidence summary

Candidate names

Cancer Taking1.00
Diagnosed0.50
Result0.50

Sentence counts by range

B-5..B14,332,027
B2..B4647,173
B5..B112,598
B12..B1845

Dataset representation

01__health_reviews__druglib__benefits_effectiveness59
03__fact_checking__liar__truth_ordinal49
05__whole_disney_dataset__rating44
06__text_reviews__acl_imdb__binary_sentiment63
07__emotion_labels__goemotions_reddit__multilabel48
08__dialogue_emotion__empathetic_dialogues__context96
10__social_media_sentiment__sentiment140__binary81
11__consumer_complaints__response_explanation_vs_relief56

Anchor definitions

Minimal Cancer Taking

Minimal Cancer Taking: Content characterized by disabled, com, next, and related themes. Expressions activating this band reflect cancer taking at this level.

Moderate Cancer Taking

Moderate Cancer Taking: Content characterized by visit, result, worry, and related themes. Expressions activating this band reflect cancer taking at this level.

Intense Cancer Taking

Intense Cancer Taking: Content characterized by cancer, chemoradiation, result, and related themes. Expressions activating this band reflect cancer taking at this level.

Peak Cancer Taking

Peak Cancer Taking: Content characterized by cancer, destroys, taking, and related themes. Expressions activating this band reflect cancer taking at this level.