Health Lens dimensions

Psychiatric Care Intensity

Dimension 560 of 1,100 · Health Lens

Excitement Index
0.0570

Psychiatric Care Intensity measures the extent to which an expression reflects formal mental health treatment involvement, including service contact, medication management, hospital use, and legally governed admission status. It encompasses movement from incidental or mixed health-related references to detailed documentation of specialized psychiatric care and compulsory treatment status.

evidence final name · Date Admission

Bands

Minimal Psychiatric Care Intensity

Expressions activating this band mention mental health treatment only incidentally, hypothetically, or in broad terms, such as general questions about medication, therapy tasks, or reactions to events. The care context is present only as a light reference rather than as documented service involvement.

Low Psychiatric Care Intensity

Expressions activating this band reflect limited or mixed contact with health services, daily functioning concerns, or isolated treatment-related details without sustained psychiatric documentation. Mental health care appears as one part of a broader clinical or life-context record.

Moderate Psychiatric Care Intensity

Expressions activating this band describe ongoing engagement with psychiatric treatment, including named medications, psychology sessions, service contacts, and inpatient episode tracking. The expression centers on active use of mental health services rather than incidental mention.

High Psychiatric Care Intensity

Expressions activating this band document substantial psychiatric service involvement through admissions, emergency or unit-based care, referral status, prescription dates, diagnoses, and coordinated service use over time. The expression reflects organized, longitudinal management within formal mental health systems.

Severe Psychiatric Care Intensity

Expressions activating this band indicate psychiatric care under formal legal authority, including admission category and end dates tied to involuntary or regulated treatment status. The expression reflects the most administratively intensive and institutionally controlled form of mental health care.

Evidence summary

Candidate names

Date Admission1.00
Tube0.50
Discharge0.50

Sentence counts by range

B-6..B-3150,248
B-2..B44,807,568
B5..B923,929
B10..B1696
B232

Dataset representation

01__health_reviews__druglib__benefits_effectiveness90
03__fact_checking__liar__truth_ordinal75
05__whole_disney_dataset__rating74
06__text_reviews__acl_imdb__binary_sentiment74
07__emotion_labels__goemotions_reddit__multilabel70
08__dialogue_emotion__empathetic_dialogues__context87
10__social_media_sentiment__sentiment140__binary104
11__consumer_complaints__response_explanation_vs_relief237

Anchor definitions

Minimal Date Admission

Minimal Date Admission: Content characterized by since, war, told, and related themes. Expressions activating this band reflect date admission at this level.

Emerging Date Admission

Emerging Date Admission: Content characterized by due, date, outpatient, and related themes. Expressions activating this band reflect date admission at this level.

Elevated Date Admission

Elevated Date Admission: Content characterized by admission, through, tube, and related themes. Expressions activating this band reflect date admission at this level.

Severe Date Admission

Severe Date Admission: Content characterized by admitted, hospital, unit, and related themes. Expressions activating this band reflect date admission at this level.