Example output · Physical Therapist AI
What the Progress Note Generator actually produces
Takes structured PT visit data — diagnosis, current functional status, goal progress, deficits, and treatment provided — and drafts a payer-compliant progress note with measurable functional outcomes and a skilled-care justification narrative.
- Diagnosis:
- Left total knee arthroplasty (TKA), post-operative week 6 (ICD-10: Z96.652, M17.12)
- Current Status:
- Patient is a 64-year-old male, 6 weeks s/p left TKA, presenting with residual pain (2–3/10 at rest, 5/10 with stairs), mild effusion, and limited ROM. Ambulating with single-point cane on level surfaces for household distances (~150 ft). Requires minimal assist on stairs with one rail.
- Goals Progress:
- STG 1: Achieve left knee AROM 0–110° flexion — IN PROGRESS (current: 0–98°, up from 0–82° at eval). STG 2: Ambulate 300 ft on level surfaces without assistive device — NOT MET (currently requires cane). STG 3: Negotiate 12 stairs with single rail, modified independent — IN PROGRESS (currently min A required). LTG: Return to independent community ambulation and prior level of function for driving and recreational walking by week 10 — ON TRACK.
- Functional Improvements:
- Knee flexion AROM improved 16° over 3 visits (82° → 98°). Pain with ambulation decreased from 6/10 to 4/10. Patient reports ability to perform light meal preparation standing ~10 min (previously limited to 3 min). Sit-to-stand from standard chair now independent without upper extremity support (previously required bilateral UE assist).
- Remaining Deficits:
- Left knee flexion AROM deficit of 12° to meet STG (goal: 110°). Quadriceps strength 3+/5 left vs. 5/5 right; unable to perform single-leg press at functional load. Persistent mild effusion limiting terminal extension. Gait deviations include reduced left stance phase and antalgic pattern on inclines. Stair negotiation requires continued assist for safety.
- Treatment Provided:
- Therapeutic exercise: quad sets, SLR, terminal knee extension, step-ups (4-inch), mini-squats — 3 sets × 15 reps each. Manual therapy: patellar mobilization Grade III–IV, scar tissue mobilization to anterior incision. Gait training: level surfaces and stairs with verbal/tactile cueing. Neuromuscular re-education: weight-shifting and single-limb stance progression. Modalities: ice with compression 10 min post-exercise for effusion management. Patient education: HEP review and progression, energy conservation strategies.
PHYSICAL THERAPY PROGRESS NOTE DATE OF SERVICE: [Current date] PATIENT: 64-year-old male DIAGNOSIS: Left total knee arthroplasty, post-operative week 6 (ICD-10: Z96.652, M17.12) TIME SINCE SURGERY: 6 weeks CURRENT FUNCTIONAL STATUS: Patient presents with residual pain rated 2–3/10 at rest and 5/10 with stair negotiation. Clinical findings include mild effusion of the left knee and limited active range of motion. Ambulation status: independent ambulation on level surfaces for household distances (~150 ft) using single-point cane; requires minimal assist for stair negotiation with single rail support. COMPARISON TO PRIOR EVALUATION: Left knee active flexion range of motion has improved 16° over three visits (82° at evaluation to current 98°). Ambulation pain has decreased from 6/10 to 4/10. Sit-to-stand from standard chair has progressed from requiring bilateral upper extremity assist to independent performance without upper extremity support. Patient-reported functional tolerance for standing activities has improved from 3 minutes to approximately 10 minutes (light meal preparation). PROGRESS TOWARD ESTABLISHED GOALS: Short-Term Goal 1: Achieve left knee active range of motion 0–110° flexion — IN PROGRESS. Current status: 0–98° flexion. Deficit: 12° from goal. This represents measurable progress and indicates continued need for skilled intervention to address remaining flexion limitation. Short-Term Goal 2: Ambulate 300 feet on level surfaces without assistive device — NOT YET ACHIEVED. Current status: ambulates ~150 feet with single-point cane for household distances. Patient requires assistive device for functional safety and confidence during this phase of recovery. Short-Term Goal 3: Negotiate 12 stairs with single rail, modified independent status — IN PROGRESS. Current status: requires minimal assist with single rail. Progressive reduction in assist level is documented; continued skilled intervention is necessary to progress toward independence and ensure safe stair negotiation. Long-Term Goal: Return to independent community ambulation and prior level of function for driving and recreational walking by week 10 — ON TRACK. Current trajectory supports this goal, given documented rate of improvement. REMAINING FUNCTIONAL DEFICITS REQUIRING SKILLED INTERVENTION: Left knee active flexion range of motion remains 12° below goal (98° vs. 110° target). Quadriceps strength measured 3+/5 on the left compared to 5/5 on the right; patient unable to perform single-leg press at functional load. Persistent mild effusion limiting terminal knee extension. Gait demonstrates deviations including reduced left stance phase and antalgic pattern during incline walking. Stair negotiation requires continued manual assistance for safety. These deficits cannot be addressed through maintenance exercise alone; they require skilled assessment, manual therapy, progressive resistive exercise, and gait training provided by a licensed physical therapist. TREATMENT PROVIDED THIS SESSION: Therapeutic exercise: Quadriceps sets, straight-leg raise, terminal knee extension exercises, step-ups on 4-inch step, mini-squats — 3 sets × 15 repetitions each. Manual therapy: Grade III–IV patellar mobilization to address knee stiffness; soft tissue mobilization to scar tissue at anterior incision site to improve mobility and reduce adhesion formation. Gait training: Formal instruction and training on level surfaces and stair negotiation with verbal and tactile cueing. Neuromuscular re-education: Weight-shifting activities and single-limb stance progression to facilitate proprioceptive recovery and balance improvement. Modalities: Cryotherapy with compression applied 10 minutes post-exercise to manage persistent mild effusion. Patient education: Home exercise program review and progression; instruction in energy conservation strategies to maximize functional participation. PATIENT RESPONSE: Patient tolerated all interventions well and demonstrated good effort and compliance with therapeutic exercise. Patient reports decreased pain with functional activities and increased confidence with ambulation. CLINICAL ASSESSMENT: Patient is demonstrating expected post-operative recovery at 6 weeks following left total knee arthroplasty. Measurable improvements in range of motion, functional strength, ambulation tolerance, and independence with sit-to-stand activities document positive trajectory. Remaining deficits in knee flexion range of motion, quadriceps strength, gait mechanics, and stair safety require continued skilled physical therapy intervention. PLAN/RECOMMENDATIONS: Continue skilled physical therapy 2–3 times per week for continued progress toward short-term and long-term goals. Focus treatment on: (1) progressive resistive exercise to improve left quadriceps strength to functional level, (2) knee flexion range of motion mobilization and stretching, (3) gait training and normalization with particular attention to stance phase symmetry and safe incline walking, (4) progression of stair negotiation toward independence, (5) continued effusion management, and (6) progressive ambulation tolerance training. Patient to continue home exercise program as instructed. Next evaluation/reassessment planned per standard post-operative protocol.
Measurable functional outcomes documented: (1) Left knee active flexion improved 16° over three visits (82° → 98°); (2) Pain with ambulation decreased 2 points (6/10 → 4/10); (3) Standing tolerance for functional activities increased from 3 minutes to 10 minutes; (4) Sit-to-stand progressed from bilateral upper extremity assist to independent performance; (5) Ambulation with single-point cane on level surfaces established for household distances (~150 ft); (6) Stair negotiation progressed to minimal assist status with single rail. Current deficits: left knee flexion 12° below goal (98° vs. 110°), quadriceps strength 3+/5 left vs. 5/5 right, persistent mild effusion, gait deviations with antalgic pattern on inclines, stair negotiation requiring assist. Patient demonstrates positive recovery trajectory consistent with expected 6-week post-operative progress following total knee arthroplasty.
Continued skilled physical therapy is medically necessary at this 6-week post-operative stage because the patient has not yet achieved functional independence in all activities of daily living and community ambulation, and remaining deficits require ongoing skilled assessment, manual therapy, and therapeutic exercise beyond what maintenance programs or self-directed exercise can provide. Specifically: (1) The 12° flexion deficit requires continued skilled mobilization and stretching combined with strengthening; (2) Quadriceps weakness (3+/5) limits functional single-leg stance and stair climbing — improvements in strength require progressive resistive exercise with skilled monitoring for safety and proper mechanics; (3) Persistent gait deviations, including antalgic pattern and reduced stance phase symmetry, require skilled gait training with real-time feedback and cueing to prevent compensation patterns and long-term dysfunction; (4) Mild effusion and range-of-motion limitation require continued manual therapy and modality management; (5) Stair safety at minimal-assist level necessitates skilled supervision for progression to independence. The patient's documented rate of improvement (16° ROM gain, 2-point pain reduction, functional-tolerance increase over three visits) demonstrates responsiveness to skilled intervention. Current status — requiring single-point cane for household ambulation and minimal assist for stairs — falls short of the established goal of independent community ambulation by week 10 and prior functional level. Skilled physical therapy is essential to bridge the gap between current deficits and discharge readiness. A maintenance or self-directed program alone cannot provide the manual therapy, progressive resistance training, detailed gait analysis and correction, and safety monitoring required at this phase to achieve independence and reduce risk of long-term functional limitations, re-injury, or compensation patterns.
Replace the sample diagnosis, ROM measurements, pain scores, and goal timelines with your patient's actual visit data. Verify all ICD-10 codes against current payer-specific billing rules before submitting.
Human review: A licensed physical therapist must review and attest to every note before submission — AI-drafted clinical documentation must reflect accurate patient findings and cannot substitute for professional clinical judgment or payer compliance expertise.
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