Health Lens dimensions

Infectious Exposure

Dimension 1050 of 1,100 · Health Lens

Excitement Index
0.0391

Infectious Exposure measures the extent to which an expression reflects direct or consequential contact with contagious illness, especially through suspected or confirmed cases in one's surroundings. It encompasses everyday public-health context, role-based decision involvement, and close personal or household exposure to severe outcomes.

evidence final name · Covid Affected

Bands

Minimal Infectious Exposure

Expressions activating this band reflect unrelated health, activity, or life-status content, with little to no clear indication of contact with contagious illness or its immediate consequences.

Indirect Infectious Exposure

Expressions activating this band reflect broad public-health conditions and behavioral disruption surrounding contagious illness, such as restrictions, masking, vaccination, or changes in routine, without clear direct contact with infected people.

Responsibility-Linked Infectious Exposure

Expressions activating this band reflect involvement in consequential decisions or duties tied to contagious illness, where exposure is experienced through responsibility for others' health outcomes.

Direct Infectious Exposure

Expressions activating this band reflect close, concrete contact with suspected or confirmed contagious illness through household members, nearby others, workplace encounters, or witnessing severe illness and death.

Evidence summary

Candidate names

Covid Affected1.00
Having0.50
Diagnosed0.50

Sentence counts by range

B-4..B24,963,033
B3..B917,926
B10..B13742
B14..B20142

Dataset representation

01__health_reviews__druglib__benefits_effectiveness37
03__fact_checking__liar__truth_ordinal31
05__whole_disney_dataset__rating31
06__text_reviews__acl_imdb__binary_sentiment48
07__emotion_labels__goemotions_reddit__multilabel40
08__dialogue_emotion__empathetic_dialogues__context42
10__social_media_sentiment__sentiment140__binary62
11__consumer_complaints__response_explanation_vs_relief246

Anchor definitions

Minimal Covid Affected

Minimal Covid Affected: Content characterized by them, capital, symptoms, and related themes. Expressions activating this band reflect covid affected at this level.

Moderate Covid Affected

Moderate Covid Affected: Content characterized by masks, homemade, vaccine, and related themes. Expressions activating this band reflect covid affected at this level.

Intense Covid Affected

Intense Covid Affected: Content characterized by covid, financial, friday, and related themes. Expressions activating this band reflect covid affected at this level.

Peak Covid Affected

Peak Covid Affected: Content characterized by covid, having, affected, and related themes. Expressions activating this band reflect covid affected at this level.