Health Lens dimensions

Weight Loss

Dimension 327 of 1,100 · Health Lens

Excitement Index
0.0633

Weight Loss measures the presence and severity of unintended reduction in body weight, including appetite disruption, difficulty eating, and noticeable physical wasting. It encompasses both subjective concern about losing weight and explicit reports of substantial recent loss.

evidence final name · Somatisation Psychological Distress

Bands

Minimal Weight Loss

Expressions activating this band show no clear evidence of actual weight reduction and may include unrelated health content, perfectionistic themes, or broad stress and diagnostic questions. When weight-related content appears, it is limited to very indirect or minimal cues rather than a definite report of losing weight.

Mild Weight Loss

Expressions activating this band describe early appetite disturbance, reduced intake, bingeing or overeating irregularity, weakness affecting eating, or concern that eating and appetite have become problematic. The emphasis is on disrupted nourishment and emerging weight-related concern rather than confirmed substantial loss.

Moderate Weight Loss

Expressions activating this band describe noticeable or explicitly monitored change in weight, including concern about weight loss, reduced eating due to fatigue, and reports framed in pounds or thresholds. The weight change is concrete enough to be tracked or queried directly.

Severe Weight Loss

Expressions activating this band describe marked unintended loss of body weight over a recent period, often quantified in pounds or stone and sometimes accompanied by references to wasting. The presentation is one of substantial, clinically salient weight reduction.

Evidence summary

Candidate names

Somatisation Psychological Distress43.40
Dietary Decisions Task39.40
Psychological Distress38.20
Somatisation Psychological38.20
Neuro-qol Fatigue35.60

Sentence counts by range

B-6..B-2226,054
B-1..B54,754,993
B6..B12775
B13..B1921

Dataset representation

01__health_reviews__druglib__benefits_effectiveness108
03__fact_checking__liar__truth_ordinal60
05__whole_disney_dataset__rating70
06__text_reviews__acl_imdb__binary_sentiment90
07__emotion_labels__goemotions_reddit__multilabel77
08__dialogue_emotion__empathetic_dialogues__context113
10__social_media_sentiment__sentiment140__binary97
11__consumer_complaints__response_explanation_vs_relief98

Anchor definitions

Minimal Somatisation Psychological Distress

Minimal Somatisation Psychological Distress: Somatisation psychological distress is present at a low level. Expressions activating this band reflect early or diffuse somatisation psychological distress.

Moderate Somatisation Psychological Distress

Moderate Somatisation Psychological Distress: Somatisation psychological distress is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where somatisation psychological distress 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 likely reflect direct functional disruption from somatisation psychological distress.

Intense Somatisation Psychological Distress

Intense Somatisation Psychological Distress: Somatisation psychological distress is experienced here as physiological and somatic distress, reflecting embodied arousal and clinical-grade symptom intensity. Unlike the band below, where somatisation psychological distress was characterized by direct functional disruption, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect physiological and embodied somatisation psychological distress.

Peak Somatisation Psychological Distress

Peak Somatisation Psychological Distress: Somatisation psychological distress is present here in a general or mixed form without a single dominant facet. Unlike the band below, where somatisation psychological distress was characterized by the somatic and physiological form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse somatisation psychological distress.