Receipts

Op Note AI: Validation Examples

Fifteen worked examples from the deterministic coding engine behind the AI Op Note Assistant: the scenario, the expected codes, the live tool output, and the rule that decided it. Every example on this page is passing, generated by running the shipped engine at build time, not hand written.

The bottom line
Generated by running the shipped engine at build time; these cannot drift from the tool.

The engines behind these tools pass more than 31,000 automated checks on every build: more than 31,000 office visit encounter checks and more than 180 operative scenarios across 200+ procedures. Bundling logic follows the CMS NCCI Policy Manual 2026 and CPT guidance; commercial payer rules may vary. See also the public What changed log.

Operative note examples

Knee scope, chondroplasty includedPASS

Partial medial meniscectomy plus patellofemoral chondroplasty, both compartments documented.

Expected29881-RT
Tool output29881-RT (6.85 wRVU)

Per CMS NCCI 2026, 29877 is not reported with knee arthroscopy codes 29866 to 29889; since 2020, 29880 and 29881 include chondroplasty in the same or a separate compartment. Medicare G0289 applies only to loose or foreign body removal from a different compartment. Payer specific: some commercial plans differ.

ACL with meniscectomy and chondroplastyPASS

ACL reconstruction, medial meniscectomy, chondroplasty.

Expected29888-LT + 29881-LT/51
Tool output29888-LT + 29881-LT/51 (20.79 wRVU)

Published NCCI guidance bundles chondroplasty into ACL reconstruction regardless of compartment; the meniscectomy stays with modifier 51.

Limited synovectomy rejectedPASS

Meniscectomy with limited synovectomy of the same knee.

Expected29881
Tool output29881 (6.85 wRVU)

NCCI: 29875 is a separate procedure code and is never reported with another arthroscopic procedure of the same knee.

Shoulder four-code casePASS

Cuff repair, biceps tenodesis, subacromial decompression, extensive debridement in a different area.

Expected29827-RT + 29828-RT/51 + 29826-RT + 29823-59/RT/51
Tool output29827-RT + 29828-RT/51 + 29826-RT + 29823-59/RT/51 (30.96 wRVU plus 1 to verify)

29826 is an add-on to cuff, claviculectomy, tenodesis, labral, and SLAP work; 29823 survives only with a documented different area of the same shoulder.

SLAP repair with decompressionPASS

SLAP repair plus subacromial decompression.

Expected29807-LT + 29826-LT
Tool output29807-LT + 29826-LT (17.23 wRVU)

The decompression add-on attaches to SLAP repair and never takes modifier 51.

Trimalleolar ankle fracturePASS

Note documents fixation of all three malleoli.

Expected27822-RT
Tool output27822-RT (value to verify)

Exclusive family: the trimalleolar code replaces the bimalleolar code rather than stacking with it.

Peritrochanteric femur, IM nailPASS

Cephalomedullary nail for an intertrochanteric fracture.

Expected27245-LT
Tool output27245-LT (17.73 wRVU)

Single fracture fixation code, valued at 17.73 from the 2026 file.

Total knee arthroplastyPASS

Primary TKA.

Expected27447-RT
Tool output27447-RT (19.11 wRVU)

Valued at 19.11, the 2026 figure; hip and knee primaries were equalized in the 2021 revaluation.

Revision THA, both componentsPASS

Acetabular and femoral component revision.

Expected27134-LT
Tool output27134-LT (29.52 wRVU)

Both-component revision is a single code at 29.52, not two codes.

Femoral neck fracture, hemiarthroplastyPASS

Displaced femoral neck fracture treated with hemiarthroplasty.

Expected27236-LT
Tool output27236-LT (14.76 wRVU)

One code covers open reduction or prosthetic replacement of the femoral neck; the 2026 file values it at 14.76.

Two scopes, one sessionPASS

Colonoscopy with biopsy plus EGD with biopsy.

Expected45380 + 43239-51
Tool output45380 + 43239-51 (5.80 wRVU)

Different endoscopic families in one session are each reportable; the lesser-valued scope takes modifier 51.

Bilateral endoscopic carpal tunnelPASS

Endoscopic release, both wrists; open code also mentioned.

Expected29848-50
Tool output29848-50 (value to verify)

The endoscopic code excludes the open code for the same release, and bilateral surgery takes modifier 50 with 150 percent credit.

Two-level ACDF, full stackPASS

ACDF at two interspaces with plate, cage, and structural allograft.

Expected22551 + 22845 + 22552 + 22853 + 20931
Tool output22551 + 22845 + 22552 + 22853 + 20931 (48.09 wRVU)

Add-ons stack on the primary in value order and never take modifier 51; the set totals 48.09 wRVU.

Hip hemiarthroplasty for femoral neck fracturePASS

Displaced femoral neck fracture treated with hemiarthroplasty.

Expected27236-LT
Tool output27236-LT (14.76 wRVU)

27236 covers open treatment of a femoral neck fracture including prosthetic replacement; the elective hip arthroplasty codes do not apply to fracture care.

Hardware removal, deep versus superficialPASS

Removal of a deep plate and screws from a healed fracture.

Expected20680-LT
Tool output20680-LT (5.81 wRVU)

Deep implant removal is 20680 at 5.81; a superficial pin or wire is 20670 at 1.79. One code per fracture site regardless of the number of screws, and a staged removal planned at the index surgery takes modifier 58.

Coding logic validated; wRVU value pending official fee schedule verification

Lap chole with cholangiogramPASS

Cholecystectomy with intraoperative cholangiography.

Expected47563
Tool output47563 (11.18 wRVU)

The cholangiogram upgrades the code rather than adding one; valued at 11.18 from the 2026 file; the plain chole is 10.21, so documenting the cholangiogram is worth about one wRVU.

Ventral hernia, current familyPASS

Open ventral hernia repair with mesh placement.

Expected49591
Tool output49591 (value to verify)

The 2023 CPT revision deleted 49560 to 49590 and mesh add-on 49568. The current family is 49591 to 49596 for initial repairs, sized by defect, with 49613 to 49618 for recurrent; mesh is included when performed.

Office visit examples

99213 vs 99214, the borderlinePASS

One stable chronic problem on a continued prescription, nothing else.

Expected99213
Tool output99213

Two of three columns set the level and the second highest here is low: one stable chronic problem is low complexity even with prescription management at moderate risk.

Two stable chronics plus prescriptionsPASS

Hypertension and diabetes, both stable, both medications continued after review.

Expected99214 + G2211
Tool output99214 + G2211

Two or more stable chronic conditions reach moderate problem complexity; with prescription management this is a defensible level 4, and the stated return plan adds G2211.

G2211 blocked by a same day procedurePASS

Knee injection today plus diabetes managed separately.

Expected99214-25 + 20610
Tool output99214-25 + 20610

A modifier 25 procedure day excludes G2211 on ordinary visits; the level rests only on the diabetes because assessing the injected joint is part of the injection. CMS preventive service exceptions such as the AWV are the carve out.

Procedure only, no separate visitPASS

Patient returns solely for the planned injection.

Expected20610
Tool output20610

The only documented problem is the one treated by the procedure, so no separate E/M was coded; distinct work on a different problem is what earns modifier 25.

Time beats MDMPASS

Simple stable problem, but 33 documented minutes of counseling and education.

Expected99214
Tool output99214

MDM alone supports only a low level, but 30 to 39 documented total minutes supports 99214 on time; one sentence with real minutes changes the level.

Hospitalization consideration lifts to level 5PASS

Suspected giant cell arteritis with transient vision loss; urgent workup; hospitalization considered.

Expected99205
Tool output99205

High problem complexity plus high risk once hospitalization is considered and documented; without that sentence the same chart is an airtight 99204.

Try it on a real case in the AI Op Note Assistant. De-identified notes only.
PreviousGlossary