Health Lens dimensions

Postpartum Distress

Dimension 124 of 1,100 · Health Lens

Excitement Index
0.0741

Postpartum Distress measures emotional and mental health strain associated with pregnancy, birth, and the period after birth. It encompasses self-critical mood, irritability, exhaustion, reduced confidence, resentment, and explicit reports of depression or other health problems tied to this transition.

evidence final name · Acute Stress Disorder

Bands

Minimal Postpartum Distress

Expressions activating this band show little clear postpartum emotional strain and are often dominated by neutral reproductive, health, or service-related content, with only occasional diffuse references to upset, loss of interest, or difficulty imagining the baby.

Mild Postpartum Distress

Expressions activating this band reflect emerging emotional burden around the perinatal period, including feeling down, irritable, tired, self-critical, or stressed by events affecting oneself or family.

Moderate Postpartum Distress

Expressions activating this band describe more established strain after birth, marked by reduced confidence in caring for a child, resentment about sacrifices, and references to depression or other mental or physical health problems during pregnancy or after birth.

Severe Postpartum Distress

Expressions activating this band explicitly center on significant mental or physical health problems after birth, especially depressed mood and postpartum depression linked to the impact of having a baby.

Evidence summary

Candidate names

Stress80.70
Maternal63.00
Acute Stress Disorder57.30
Sleep50.50
Acute Stress49.20

Sentence counts by range

B-8..B-3212,184
B-2..B44,746,681
B5..B922,950
B10..B1628

Dataset representation

01__health_reviews__druglib__benefits_effectiveness80
03__fact_checking__liar__truth_ordinal76
05__whole_disney_dataset__rating87
06__text_reviews__acl_imdb__binary_sentiment117
07__emotion_labels__goemotions_reddit__multilabel85
08__dialogue_emotion__empathetic_dialogues__context104
10__social_media_sentiment__sentiment140__binary140
11__consumer_complaints__response_explanation_vs_relief128

Anchor definitions

Minimal Acute Stress Disorder

Minimal Acute Stress Disorder: Acute stress disorder is present at a low level. Expressions activating this band reflect early or diffuse acute stress disorder.

Moderate Acute Stress Disorder

Moderate Acute Stress Disorder: Acute stress disorder is clearly present at this level. Unlike the band below, where acute stress disorder was characterized by the clinical form, the proxy here has shifted in character. Expressions activating this band reflect acute stress disorder at this level of intensity.

Intense Acute Stress Disorder

Intense Acute Stress Disorder: Acute stress disorder is clearly present at this level. Compared to the band below, acute stress disorder is more intense and concentrated but retains the same essential character. Expressions activating this band reflect acute stress disorder at this level of intensity.

Peak Acute Stress Disorder

Peak Acute Stress Disorder: Acute stress disorder is clearly present at this level. Compared to the band below, acute stress disorder is more intense and concentrated but retains the same essential character. Expressions activating this band reflect acute stress disorder at this level of intensity.