Signatures Health AI Signatures Health AI Patient Intelligence Workspace UT Southwestern Medical Center
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Signatures Health AI Patient Intelligence Workspace ANSWERS Karen Davis
Clinical Demonstration Case

Karen Davis

Age 62 · Hypertension · CKM Stage 3 · Eligible · Intake recommended

ANSWERS 79
Whole-Person Risk 60
Healthy Day 82
PREVENT 6.6%
Engagement Persona Motivator
Digital Twin Active 2 minutes ago
Karen's Health Journey
Follow Karen from onboarding through engagement, communication, exercise, and coordinated care
01

Complete Onboarding

Review Karen's goals, preferences, health literacy needs, readiness, confidence, and support network.

Open Onboarding →
02

Hybrid Chat

Continue Karen's persona-aware conversation with her professional care team.

Open Hybrid Chat →
03

Community Forum

Connect Karen with moderated peer support and cardiac rehabilitation discussions.

Open Community →
04

Exercise Intelligence

Review Karen's cardiac rehabilitation plan, exercise prescription, sessions, symptoms, and recovery.

Open Exercise →
05

Manage Care Team

Review Karen's professionals, care partners, and communication preferences.

Manage Care Team →
06

Persona-Aware Learning

Review content adapted to the Motivator engagement persona with plain language and teach-back.

Open Learning →
Engagement Intelligence Demonstration

How should Signatures communicate with Karen?

Clinical recommendations remain unchanged. Communication adapts to Karen's engagement persona, readiness, confidence, ambivalence, health literacy needs, and demonstrated understanding.

Readiness 72%
Confidence 68%
Importance 84%
Ambivalence Moderate
Change Talk Emerging
Teach-Back Understanding not yet confirmed

Motivational Interviewing Strategy

Explore ambivalence, reinforce progress, and collaboratively select one achievable next step.

“You’ve already made progress with walking. What feels like the most realistic next step for improving your sleep?”

Health Literacy Adaptation

Use plain language, explain one action at a time, and present cardiovascular risk using both percentages and natural frequencies.

“A PREVENT score of 6.6% means that about 7 out of 100 people with similar health information may experience cardiovascular disease within 10 years.”

Teach-Back

“Just so I know I explained it clearly, what is the first step you plan to take?”

Karen's response becomes a new understanding signal for the behavioral Digital Twin.

Persona-Aware Content Creation

Lower-Sodium Eating for Karen

Adapted for the Motivator engagement persona using plain language, achievable actions, positive reinforcement, and teach-back.

You can lower sodium one meal at a time

You do not need to change everything at once. Start with one meal today. Choose fresh foods when possible and compare food labels for sodium.

Today's action

Choose one lower-sodium option at lunch or dinner.

Why this matters

Small sodium reductions can support healthier blood pressure and strengthen the progress you are already making.

Teach-back

Just so I know this was clear, which meal will you change first, and what lower-sodium option will you choose?

Whole-Person Intelligence Updated Trusted Evidence Current
Whole-Person Intelligence Index
79
Improving

Healthy Day 82
PREVENT 6.6%
My Life Check 84
CKM Stage 3
Confidence 94%
Whole-Person Intelligence Compass
Thriving
Optimizing
Needs Support
Growing

Whole-Person Health Overview
Your current progress and projected health trajectory
Healthy Day Score

Based on your behavioral, clinical, and daily health factors.

80–100 Optimal 60–79 Moderate 0–59 Needs focus
ANSWERS Whole-Person Health Radar
Whole-Person Index 79
Healthy Day 82
PREVENT 6.6%
Trajectory Improving
Air Nutrition Sleep Water Exercise Relationships Stress Medications
Selected scenario Current baseline
Whole Person Intelligence Map

How Signatures understands Karen Davis

Clinical, behavioral, engagement, exercise, social, and care-team intelligence continuously update the Digital Twin and coordinated recommendations.

1 Observe Clinical, behavioral, and engagement signals
2 Reason Calculators, evidence, rules, and Digital Twin
3 Personalize Persona-aware recommendations and communication
4 Act SMART Plan, exercise, content, and coordinated care
5 Learn Outcomes update the whole-person model
Digital Twin Projection
Today 6.6%
6 Months 5.9%
12 Months 5.1%
24 Months 4.4%
Smart Goal Plan

Today’s behavioral goals

% Overall progress
Review Smart Goal Plan
ANSWERS Whole-Person Assessment
79

Behavioral whole-person score across Air, Nutrition, Sleep, Water, Exercise, Relationships, Stress, and Medications.

SMART Plan priorities

  • Stress: Practice five minutes of paced breathing once daily.
  • Water: Drink water with breakfast, lunch, and dinner unless fluid restriction has been prescribed.
  • Sleep: Begin a screen-free wind-down routine 30 minutes before bedtime.
Explore Your ANSWERS Domains
Select a behavior to see its health connections and recommended action
Necessaryforlife

Air

100

Tobacco, nicotine, secondhand smoke, air quality, and the breathing environment.

Necessaryforhealth

Nutrition

72

Eating pattern, food quality, sodium, fruits, vegetables, whole grains, and highly processed foods.

Necessaryforlife

Sleep

64

Sleep duration, quality, consistency, recharge, and repair.

Necessaryforlife

Water

62

Hydration relative to an individualized, clinically safe goal.

Necessaryforhealth

Exercise

76

Aerobic activity, strength, mobility, and sedentary time.

Necessaryforqualityoflife

Relationships

100

Social connection, belonging, support, conflict, isolation, and relationship safety.

Necessaryforqualityoflife

Stress

60

Perceived stress, coping effectiveness, emotional well-being, and access to support.

Clinicalbridge

Medications

100

Medication adherence, confidence, affordability, side effects, understanding, and barriers.

Recommendation Confidence

Overall Confidence

94%
  • ★★★★★ Evidence Strength
  • High Clinical Confidence
  • High Behavioral Confidence
  • Moderate Digital Twin Confidence
Today’s Priorities
My Health
My Coach