Research Interface
Reset Mock Database
Clinician Research Dashboard
Demonstration Data Only — No real PHI is stored in this database environment.
Filter Parameters
Showing de-identified cohort KB-0100 through KB-0500
Status:
Review suggested
Cohort Active
5
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Speech Adherence
--%
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Avg Sleep Duration
--h --m
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Quality Alerts
0
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Longitudinal Digital Twin Trajectory
Combined Speech-Sleep Score (0 - 100)
Score index
Confidence Interval
Baseline target
Conversational Speech Metrics
Rate (Syllables/s) & Pause Duration (Seconds)
Speech Rate (L)
Pause Duration (R)
Passive Sleep Parameters
Efficiency (%) & REM/Deep sleep (Minutes)
Sleep Efficiency (L)
Deep + REM minutes (R)
Contextual Modality Comparison
Speech vs Sleep vs Fused Estimates
Speech only
Speech + Sleep
Neuro-Symbolic Fused
Explainable AI Monitoring Insights
Loading explainable insights for active participant baseline...
De-Identified Participant Register
| Demo ID | Age Range | Preferred Language | Speech Adherence | Avg Speech Rate | Avg Pause Duration | Status Alert |
|---|---|---|---|---|---|---|
| KB-0104 | 75-79 | Korean | 70% | 3.27 syl/s | 1.01 s | Review suggested |
| KB-0211 | 80-84 | Korean | 80% | 3.48 syl/s | 0.81 s | Stable |
| KB-0344 | 70-74 | English | 77% | 3.33 syl/s | 0.92 s | Follow-up suggested |
| KB-0418 | 75-79 | Korean | 83% | 3.51 syl/s | 0.81 s | Stable |
| KB-0512 | 85+ | English | 40% | 3.48 syl/s | 0.78 s | Stable |