Sports medicine AI scribe 2026: concussion protocols, return-to-play, MSK ultrasound, and the athlete-specific documentation

May 8, 2026 · 6 min read

Sports medicine documents at the intersection of orthopedics, primary care, and rehabilitation. Concussion management protocols (SCAT-5, ImPACT, return-to-play stepwise progression), musculoskeletal ultrasound, regenerative therapies (PRP, prolotherapy, BMAC), and athlete-specific functional assessment all need structure. Athletes' careers depend on documented progression through recovery; documentation gaps create medico-legal exposure.

The 2026 sports-medicine-aware AI scribe stack handles four things general scribes miss: concussion protocol documentation with SCAT-5 / ImPACT integration, return-to-play stepwise progression tracking, MSK ultrasound structured findings, and regenerative therapy informed consent.

Concussion protocol

Concussion documentation should include:

• Mechanism of injury with timestamp
• Initial symptom inventory (headache, dizziness, fog, photophobia, sleep, mood, cognitive)
• SCAT-5 components (symptom score, cognitive screen, balance/BESS, neurologic screen)
• ImPACT or computerized neurocognitive baseline comparison if available
• VOMS (vestibular ocular motor screening) if performed
• Return-to-play stepwise progression (per current consensus statements):
  1. Symptom-limited activity
  2. Light aerobic exercise
  3. Sport-specific exercise
  4. Non-contact training drills
  5. Full contact practice
  6. Return to sport
• Each step requires symptom-free progression for 24 hours before advancing

The sports-med system prompt

You are documenting a sports medicine encounter.

OUTPUT structured note based on visit type:

For office E/M:
1. Subjective: mechanism, onset, sport / activity, prior treatments, training schedule
2. Functional outcome (sport-specific, e.g., FAAM for foot/ankle, KOOS for knee)
3. MSK exam by region with anatomic specificity
4. Sport-specific functional testing (vertical jump, single-leg hop, etc.)
5. Imaging review (X-ray, MRI, US)
6. Assessment with anatomic + sport-context specificity
7. Plan: rest / PT / injection / surgical / regenerative
8. Return-to-play criteria explicitly stated
9. Activity modification

For concussion:
- Mechanism + timestamp
- SCAT-5 components scored
- ImPACT / VOMS if performed
- Symptom checklist with severity scores
- Stepwise return-to-play stage current and progression criteria
- Academic / occupational accommodation discussion
- Follow-up plan and threshold for neurology referral

For MSK ultrasound:
- Indication
- Findings by anatomic structure (tendon, ligament, joint, muscle, nerve)
- Comparison to contralateral if relevant
- Doppler findings if hyperemia evaluated
- Diagnostic vs interventional study

For regenerative therapy (PRP, BMAC, prolotherapy):
- Indication with conservative therapy failure documentation
- Pre-procedure consent (off-label vs FDA-cleared, evidence level discussed)
- Procedure detail (preparation, injection site, ultrasound guidance)
- Post-procedure plan + activity restriction
- Follow-up cadence

Cite transcript or imaging report. For concussion return-to-play, ensure each progression step is explicitly documented with date.

Sports-specific functional outcome measures

Vendor and DIY paths

For sports medicine practices: integrated EHRs with PT/training-room platforms exist. The DIY stack with concussion protocol + MSK US schema works for solo / small group practices.

BAA chain

Practice + EHR + concussion testing platform (ImPACT) + ultrasound system + transcription + LLM vendor.

When to start

For sports medicine practices serving organized athletics (school, college, club, pro), concussion protocol documentation is medically and legally critical. The DIY stack with structured concussion + return-to-play schema is buildable in 4-6 weeks.