2-3 hrs
saved per week on documentation
Time Savings and Documentation Burden with AI Ambient Scribes in Outpatient Practice
Documentation FreedomObservational
2025 · 8 minRead
Research &Evidence
Peer-reviewed research on AI in healthcare. Each summary highlights key conclusions with links to dive deeper into methodology and citations.
20-40%
higher burnout with excess EHR time
Clinical Documentation Burden as a Driver of Physician Burnout
Documentation FreedomSystematic Review
2025 · 7 minRead
80-90%
of patients comfortable with AI scribes
Patient Perceptions of AI Ambient Scribes in the Exam Room
Documentation FreedomObservational
2025 · 6 minRead
Better
completeness with AI + human review
Clinical Documentation Quality: AI-Generated vs Manually Authored Notes
Documentation FreedomSystematic Review
2024 · 8 minRead
20-22%
reduction in burnout prevalence
Physician Satisfaction and Experience with AI Documentation Tools
Documentation FreedomObservational
2025 · 7 minRead
Months
of build time for proper integration
EHR Integration of AI Documentation Tools: Challenges and Solutions
Documentation FreedomObservational
2025 · 6 minRead
BAA
required for all AI vendors handling PHI
HIPAA and Regulatory Compliance in AI-Based Clinical Documentation
Documentation FreedomObservational
2025 · 6 minRead
≤5 hrs
weekly threshold for lower burnout
After-Hours Documentation ("Pajama Time") and Physician Work–Life Balance
Documentation FreedomObservational
2023 · 7 minRead
0.5-1 min
saved per encounter in primary care
AI-Enabled Clinical Documentation in Primary Care Workflows
Documentation FreedomMixed Methods
2025 · 7 minRead
High
perceived burden reduction in ED
AI-Supported Clinical Documentation in Emergency Medicine
Documentation FreedomObservational
2025 · 6 minRead
>1-2 hrs
daily time savings reported
AI-Assisted Psychiatric Note-Taking and Behavioral Health Documentation
Documentation FreedomObservational
2025 · 7 minRead
Gap
no OMT-specific AI tools exist yet
AI Solutions for OMT and Musculoskeletal (MSK) Documentation Challenges
Documentation FreedomObservational
2024 · 6 minRead
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