Medical Dependence
Dimension 33 of 1,100 · Health Lens
Medical Dependence measures the extent to which an expression reflects ongoing reliance on treatment, medication, health-related assistance, or condition management in daily life. It encompasses the presence of a medical condition together with the degree to which regular care, support, or accommodation is needed.
evidence final name · Longstanding Illness Disability
Minimal Medical Dependence
Expressions activating this band show little to no clear medical reliance, or only broad responsibility, exposure, or situational content without sustained need for treatment or assistance.
Low Medical Dependence
Expressions activating this band refer to isolated health concerns, communication about health problems, or functional strain without clear evidence of ongoing treatment reliance or daily support needs.
Moderate Medical Dependence
Expressions activating this band describe an identified medical condition that requires treatment, clinic use, symptom management, special equipment, or adaptation of daily activities.
High Medical Dependence
Expressions activating this band describe substantial reliance on others, assistance with everyday tasks, or health-related support because a medical condition meaningfully limits independent functioning.
Severe Medical Dependence
Expressions activating this band describe persistent, regular, and necessary dependence on medication, treatment, or help with daily activities, with the medical condition shaping major life functioning and future concerns.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Longstanding Illness Disability: Expressions show no meaningful longstanding illness disability content. The proxy is effectively absent. Expressions activating this band are unrelated to longstanding illness disability.
Emerging Longstanding Illness Disability: Longstanding illness disability is clearly present at this level. This is the first band where longstanding illness disability becomes detectable. Expressions activating this band reflect longstanding illness disability at this level of intensity.
Elevated Longstanding Illness Disability: Longstanding illness disability is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where longstanding illness disability was characterized by a general form, the proxy here has shifted in character. Expressions activating this band likely reflect direct functional disruption from longstanding illness disability.
Severe Longstanding Illness Disability: Longstanding illness disability is present here in a general or mixed form without a single dominant facet. Unlike the band below, where longstanding illness disability 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 longstanding illness disability.