Health Lens dimensions

Mental Health History

Dimension 423 of 1,100 · Health Lens

Excitement Index
0.0602

Mental Health History measures the extent to which an expression concerns the presence, timing, diagnosis, and course of mental health problems in oneself or relatives. It encompasses whether such problems occurred, when they began, and whether they are ongoing or resolved.

evidence final name · Illness Diagnosis

Bands

Minimal Mental Health History

Expressions activating this band mention relatives, relationships, or background context with only limited and indirect reference to mental health problems. The history content is sparse and often framed as broad family inquiry rather than specific illness timing or course.

Moderate Mental Health History

Expressions activating this band identify mental health problems or related treatment history in oneself or close relatives, often with basic timing markers such as age, duration, or dates. The content centers on whether problems occurred and when they were first recognized.

High Mental Health History

Expressions activating this band describe mental health problems in relatives with clearer attention to family lineage, age, and illness onset or status. The history is specific enough to trace who was affected and key features of the condition's course.

Extensive Mental Health History

Expressions activating this band provide detailed mental health history focused on diagnosis timing, age at onset, approximate dates, and whether problems are ongoing or resolved across multiple relatives or the self. The content reflects a well-specified account of psychiatric occurrence and course.

Evidence summary

Candidate names

Illness60.60
Substance use44.90
Substance involvement44.70
Substance consumption44.50
Sleep38.90

Sentence counts by range

B-10..B-4728,969
B-3..B34,250,799
B4..B61,730
B7..B13345

Dataset representation

01__health_reviews__druglib__benefits_effectiveness57
03__fact_checking__liar__truth_ordinal87
05__whole_disney_dataset__rating95
06__text_reviews__acl_imdb__binary_sentiment134
07__emotion_labels__goemotions_reddit__multilabel82
08__dialogue_emotion__empathetic_dialogues__context133
10__social_media_sentiment__sentiment140__binary159
11__consumer_complaints__response_explanation_vs_relief164

Anchor definitions

Minimal Illness Diagnosis

Minimal Illness Diagnosis: Illness diagnosis is present at a low level. Expressions activating this band reflect early or diffuse illness diagnosis.

Moderate Illness Diagnosis

Moderate Illness Diagnosis: Illness diagnosis is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where illness diagnosis 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 illness diagnosis.

Intense Illness Diagnosis

Intense Illness Diagnosis: Illness diagnosis is present here in a general or mixed form without a single dominant facet. Unlike the band below, where illness diagnosis 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 may reflect general or diffuse illness diagnosis.

Peak Illness Diagnosis

Peak Illness Diagnosis: Illness diagnosis is present here in a general or mixed form without a single dominant facet. Compared to the band below, illness diagnosis is more intense and concentrated but retains the same essential character. Expressions activating this band may reflect general or diffuse illness diagnosis.