Health Lens dimensions

Care Deficit

Dimension 616 of 1,100 · Health Lens

Excitement Index
0.0555

Care Deficit measures the extent to which an expression reflects insufficient, inconsistent, or absent interpersonal care, protection, comfort, and attentive support. It encompasses experiences ranging from minimal signs of emotional disregard or self-devaluation to clear neglect of supervision and basic needs.

evidence final name · Childhood Abuse

Bands

Minimal Care Deficit

Expressions activating this band show only faint or indirect signs of deficient care, often through isolated expectations of not being helped, broad self-criticism, or other content not centered on sustained neglect.

Mild Care Deficit

Expressions activating this band reflect intermittent emotional unavailability, hostility, or limited responsiveness within close relationships, alongside signs of self-hate, concentration problems, or expectation of social rejection.

Moderate Care Deficit

Expressions activating this band reflect mixed care in which supportive acts may be present but are undermined by emotional invalidation, lack of comfort, self-blame, or unreliable responsiveness from close others.

High Care Deficit

Expressions activating this band reflect marked impairment in felt care through emotional disengagement, reduced enjoyment, indecision, and concern that is monitoring or partial rather than fully comforting and attuned.

Severe Care Deficit

Expressions activating this band reflect overt neglect, including failure to supervise, protect, or provide for basic physical needs such as food and clothing.

Evidence summary

Candidate names

Childhood Abuse76.60
Abuse65.40
Childhood65.40
Neglect56.00
Stress55.60

Sentence counts by range

B-9..B-4341,690
B-3..B34,549,160
B4..B963,881
B10..B1626,234
B17..B24878

Dataset representation

01__health_reviews__druglib__benefits_effectiveness97
03__fact_checking__liar__truth_ordinal131
05__whole_disney_dataset__rating182
06__text_reviews__acl_imdb__binary_sentiment212
07__emotion_labels__goemotions_reddit__multilabel182
08__dialogue_emotion__empathetic_dialogues__context211
10__social_media_sentiment__sentiment140__binary192
11__consumer_complaints__response_explanation_vs_relief192

Anchor definitions

Minimal Childhood Abuse

Minimal Childhood Abuse: Childhood abuse is present at a low level. Expressions activating this band reflect early or diffuse childhood abuse.

Emerging Childhood Abuse

Emerging Childhood Abuse: Childhood abuse is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where childhood abuse was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band likely reflect childhood abuse at a clinical or disorder-relevant level.

Elevated Childhood Abuse

Elevated Childhood Abuse: Childhood abuse is clearly present at this level. Unlike the band below, where childhood abuse was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect childhood abuse at this level of intensity.

Severe Childhood Abuse

Severe Childhood Abuse: Childhood abuse is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where childhood abuse was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band engage with childhood abuse at a level associated with formal behavioral assessment.