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Smarter Notes, Faster Care
From auto-drafting SOAP notes to self-taught clinical logic AI tools are edging closer to real world impact
Matt Neufeld
July 21, 2025
Volume 17 July 21, 2025
From the Editor
AI continues to move from proof-of-concept to point-of-care. This week, we’re looking at tools that help reduce burnout, improve triage, and even streamline plan-of-care decisions. Plus, we explore how AI might soon think more like clinicians, and note that some of these tools are already available with ManagePT.
đź“° This Week's Highlights
AI Tool Reduces Clinician Burnout by Auto‑Drafting Notes
Researchers at Mayo Clinic piloted an ambient‑listening documentation assistant (via Abridge) for outpatient care. Early implementations reported a 43% reduction in note‑writing time and significantly boosted clinician satisfaction.
Why this matters for PTs:
Burnout is real—and documentation is a big part of it. Tools like this could give PTs more face time with patients and less screen time after hours.
AI-Powered Triage Improves Ortho Clinic Efficiency
A Canadian health system tested AI-enabled referral triage, prioritizing urgent cases and directing appropriate patients to PTs. The system slashed wait times by an average of 18 days.
Why this matters for PTs:
Smart triage can mean faster care and fuller schedules. PTs might see more direct-access patients earlier in their condition’s progression.
LLMs Suggest Evidence‑Based Exercise Progressions
A University of Michigan study evaluated GPT‑4’s recommendations for shoulder impingement exercise progressions, finding 85% agreement with expert consensus—though cueing and dosage still varied.
Why this matters for PTs:
LLMs might soon serve as brainstorming partners for newer clinicians or help standardize templates—just don’t skip the clinical reasoning.
Can AI “Daydream” Its Way to Clinical Insight?
Gwern’s essay explores how LLMs might self-train through “daydreaming”—a process of internal simulation and problem-solving that could sharpen clinical reasoning without explicit human data.
Why this matters for PTs:
Imagine an AI assistant that evolves its clinical judgment via self-generated case simulations. Decision-support tools could become much smarter—more like a thinking partner over time.
What’s New in ManagePT
Already Here: AI Notes + Smart Progressions
The recent Mayo Clinic and University of Michigan studies may be exciting, but if you're using ManagePT, you're already ahead. Our AI-assisted documentation tool cuts note time by up to 90%, and our built-in progression engine recommends evidence-based exercises based on diagnosis and phase of care.
Why it helps:
Less time writing, more time treating. And for newer clinicians, the smart progression tool feels like having a clinical mentor in your back pocket.
Bonus Reads
STAT News: “The math behind AI in clinical triage” — breaks down how algorithmic decisions are being integrated into everyday referrals.
AI Med Podcast: A recent episode on “How clinicians are co-writing notes with ChatGPT” offers practical insights from early adopters.