Health Lens dimensions

Paternal Mental Health Salience

Dimension 701 of 1,100 · Health Lens

Excitement Index
0.0535

Paternal Mental Health Salience measures how strongly an expression centers on a father or father figure's mental health status, history, and related relational significance. It encompasses references to paternal psychiatric conditions, their course or severity, and attention to the father's role as a psychologically meaningful figure.

evidence final name · Dad Experienced

Bands

Minimal Paternal Mental Health Salience

Expressions activating this band contain largely unrelated personal, family, or background content, with at most incidental mention of relatives or emotional topics. The father's mental health is not a defining focus of the expression.

Low Paternal Mental Health Salience

Expressions activating this band mention family history, psychiatric conditions, or adverse family experiences in a broad or mixed way, with paternal references present but not central. The expression treats the father as one possible family figure among several rather than the main locus of concern.

Moderate Paternal Mental Health Salience

Expressions activating this band focus on a father or father figure as a psychologically relevant person, often through questions about his mental health history, emotional availability, or help-seeking role. The paternal reference is explicit and tied to mental or relational functioning.

High Paternal Mental Health Salience

Expressions activating this band directly center on the father's mental health condition, severity, course, or life status, often alongside evaluation of the relationship with him. The father is the clear subject of sustained psychological concern.

Intense Paternal Mental Health Salience

Expressions activating this band explicitly identify serious psychiatric conditions in the father, such as bipolar disorder or schizophrenia, in a highly concentrated way. The expression is tightly focused on severe paternal psychopathology as the primary content.

Evidence summary

Candidate names

Dad Experienced1.00
Out0.50
Mum0.50

Sentence counts by range

B-6..B03,153,938
B1..B71,822,532
B8..B113,152
B12..B191,979
B20..B26242

Dataset representation

01__health_reviews__druglib__benefits_effectiveness34
03__fact_checking__liar__truth_ordinal46
05__whole_disney_dataset__rating61
06__text_reviews__acl_imdb__binary_sentiment94
07__emotion_labels__goemotions_reddit__multilabel84
08__dialogue_emotion__empathetic_dialogues__context116
10__social_media_sentiment__sentiment140__binary125
11__consumer_complaints__response_explanation_vs_relief96

Anchor definitions

Minimal Dad Experienced

Minimal Dad Experienced: Content characterized by after, breach, securities, and related themes. Expressions activating this band reflect dad experienced at this level.

Emerging Dad Experienced

Emerging Dad Experienced: Content characterized by men, thru, saw, and related themes. Expressions activating this band reflect dad experienced at this level.

Elevated Dad Experienced

Elevated Dad Experienced: Content characterized by dad, dads, active, and related themes. Expressions activating this band reflect dad experienced at this level.

Severe Dad Experienced

Severe Dad Experienced: Content characterized by dad, out, really, and related themes. Expressions activating this band reflect dad experienced at this level.