Health Lens dimensions

Injection Exposure

Dimension 471 of 1,100 · Health Lens

Excitement Index
0.0590

Injection Exposure measures the extent to which an expression centers on receiving, using, or discussing injections, needles, shots, and related medication delivery or vaccination experiences. It encompasses references ranging from general medication use to explicit, regular, or salient injection-based treatment or vaccination activity.

evidence final name · Injection Needle

Bands

Minimal Injection Exposure

Expressions activating this band contain little to no clear injection-related content and are dominated by unrelated health, medication, administrative, or everyday topics. When medication is mentioned, it is general and not specifically framed around injections, needles, or shots.

Low Injection Exposure

Expressions activating this band refer to medical conditions, drugs, dosage, or treatment in a general way, with only limited or incidental cues that treatment could involve injections. The emphasis is on health status or medication use rather than on injection delivery itself.

Moderate Injection Exposure

Expressions activating this band explicitly mention medicine, injections, or prescribed treatment as part of ongoing health care. Injection-related content is present as one treatment detail among broader discussion of diagnosis, medication, or health management.

High Injection Exposure

Expressions activating this band focus directly on injecting behavior, self-injection, shared injection equipment, or vaccination events. The expression centers on the act of injection rather than merely naming medication or illness.

Intensive Injection Exposure

Expressions activating this band depict injections, shots, needles, or vaccination as a prominent and recurring concern, including regular injection courses or strong salience of vaccine-related decisions and experiences. Injection-based treatment or vaccination is the main subject of the expression.

Evidence summary

Candidate names

Injection Needle1.00
Are0.50
Receive0.50

Sentence counts by range

B-8..B-3379,189
B-2..B44,594,691
B5..B67,077
B7..B13805
B14..B2781

Dataset representation

01__health_reviews__druglib__benefits_effectiveness57
03__fact_checking__liar__truth_ordinal50
05__whole_disney_dataset__rating52
06__text_reviews__acl_imdb__binary_sentiment62
07__emotion_labels__goemotions_reddit__multilabel103
08__dialogue_emotion__empathetic_dialogues__context72
10__social_media_sentiment__sentiment140__binary85
11__consumer_complaints__response_explanation_vs_relief60

Anchor definitions

Minimal Injection Needle

Minimal Injection Needle: Content characterized by complaint, are, painkillers, and related themes. Expressions activating this band reflect injection needle at this level.

Emerging Injection Needle

Emerging Injection Needle: Content characterized by golfing, corrective, receive, and related themes. Expressions activating this band reflect injection needle at this level.

Elevated Injection Needle

Elevated Injection Needle: Content characterized by antibiotics, immune, receive, and related themes. Expressions activating this band reflect injection needle at this level.

Severe Injection Needle

Severe Injection Needle: Content characterized by vaccination, received, getting, and related themes. Expressions activating this band reflect injection needle at this level.