Health Lens dimensions

Abuse Exposure

Dimension 958 of 1,100 · Health Lens

Excitement Index
0.0453

Abuse Exposure measures the extent to which an expression reflects experiences of interpersonal abuse, violation, neglect, or coercive harm across emotional, physical, and sexual forms. It encompasses direct victimization, threatening or injurious treatment, and harmful experiences occurring in childhood or later life.

evidence final name · Sexual Abuse

Bands

Absent Abuse Exposure

Expressions activating this band do not convey abuse, neglect, coercion, or interpersonal harm and instead contain unrelated or non-diagnostic content.

Minimal Abuse Exposure

Expressions activating this band refer to isolated force, taking, or unsafe interpersonal acts without clear evidence of sustained abuse, neglect, or sexual violation. The harm is concrete but only weakly specified as abuse.

Moderate Abuse Exposure

Expressions activating this band describe recognizable abusive or traumatic experiences, including physical assault, sexual coercion, severe family conflict, or fear of serious harm. Abuse is present as a specific event or experience, but not yet framed as broad, repeated, or multi-form victimization.

High Abuse Exposure

Expressions activating this band describe clear abuse or neglect with stronger severity, developmental vulnerability, or invasive sexual and physical violation. The expression often reflects childhood maltreatment, physical threat, neglect, or unresolved trauma tied to abusive treatment.

Severe Abuse Exposure

Expressions activating this band describe explicit abuse as a central life experience, including emotional, physical, and sexual abuse, often as ongoing, repeated, or identity-defining harm. The expression directly names abuse, abusers, molestation, or enduring harmful treatment.

Evidence summary

Candidate names

Sexual Abuse1.00
Abusive0.50
Abuser0.50

Sentence counts by range

B-12..B-657,317
B-5..B-4734,474
B-3..B33,959,370
B4..B9229,237
B10..B231,445

Dataset representation

01__health_reviews__druglib__benefits_effectiveness33
03__fact_checking__liar__truth_ordinal48
05__whole_disney_dataset__rating48
06__text_reviews__acl_imdb__binary_sentiment116
07__emotion_labels__goemotions_reddit__multilabel78
08__dialogue_emotion__empathetic_dialogues__context68
10__social_media_sentiment__sentiment140__binary49
11__consumer_complaints__response_explanation_vs_relief101

Anchor definitions

Minimal Sexual Abuse

Minimal Sexual Abuse: Content characterized by powers, branch, executive, and related themes. Expressions activating this band reflect sexual abuse at this level.

Emerging Sexual Abuse

Emerging Sexual Abuse: Content characterized by detail, big, move, and related themes. Expressions activating this band reflect sexual abuse at this level.

Elevated Sexual Abuse

Elevated Sexual Abuse: Content characterized by told, believe, sexual, and related themes. Expressions activating this band reflect sexual abuse at this level.

Severe Sexual Abuse

Severe Sexual Abuse: Content characterized by sure, says, money, and related themes. Expressions activating this band reflect sexual abuse at this level.