Fraud Dashboard/CLM-2026-084721
94Risk Score

CLM-2026-084721

Critical RiskFlagged

Patient

Dorothea Harrington

PAT-39201

Provider

Riverside Orthopedic Clinic

NPI: 1234567890

Service Date

05/22/2026

Submitted: 05/23/2026

Billed Amount

$42,800

Allowed: $18,200

Total Billed

$42,800

4 procedure lines

Medicare Allowed

$18,200

CMS fee schedule

Overbilling Variance

$24,600

+135% above allowed

Fraud Exposure Est.

$17,712

72% recovery probability

ML Risk Breakdown

94/ 100

Critical Risk

Exceeds threshold by 14 pts. Composite score from 4 triggered ML rules.

FR-042 Upcoding97%
FR-007 Provider Anomaly91%
FR-018 Bundling Violation84%
FR-091 Incompatible Pair78%

Recommended Actions

2 urgent
Request Medical RecordsImmediate

Obtain operative notes and pre-auth documentation from Riverside Orthopedic Clinic within 5 business days.

Escalate to Provider Integrity UnitHigh

PRV-10482 meets threshold for full billing audit — 18 flagged claims, 6 confirmed fraud in 90 days.

Cross-Reference Patient HistoryStandard

Verify PAT-39201 prior treatment history to confirm surgical necessity for CPT 27447.

Suspend Payment ProcessingPending

Payment hold active — $0 disbursed. Maintain hold until investigation concludes.

Procedure Lines

3 flagged4 line items
CPT CodeDescriptionICD-10ModUnitsBilledAllowedVarianceFlag
27447

Total knee arthroplasty

M17.11RT1$34,000$14,800+130%
99215

Office visit, high complexity

M17.111$4,200$2,100+100%
97810

Acupuncture, 15 min

M17.114$2,800$900+211%
99213

Office visit, low complexity

Z091$1,800$400+350%
Total$42,800$18,200+135%

Diagnosis & Clinical Context

Primary Diagnosis

M17.11

Primary osteoarthritis, right knee

Service Type

Inpatient Surgical

Orthopedic — Major Joint

Place of Service

POS 21

Inpatient Hospital

Prior Auth

Not Verified

No pre-auth on record

Payer

Medicare Part B

INS-BCB-8820041

Rendering Provider

Dr. R. Patel, MD

NPI: 1234567890

Similar Flagged Claims — Same Provider

Prior claims from PRV-10482 with matching anomaly patterns

CLM-2026-071440Riverside Orthopedic$38,900
85Confirmed Fraud
CLM-2026-058812Riverside Orthopedic$29,400
79Confirmed Fraud
CLM-2026-044290Riverside Orthopedic$41,200
88Escalated

Patient

Name

Dorothea Harrington

Patient ID

PAT-39201

Date of Birth

03/14/1958

Insurer ID

INS-BCB-8820041

Age: 68 years — Medicare eligible
Sacramento, CA 95814
(916) 555-0142

Provider

HIGH RISK

Name

Riverside Orthopedic Clinic

Provider ID

PRV-10482

NPI

1234567890

Specialty

Orthopedic Surgery

Claims flagged (90d)18
Confirmed fraud6
Anomaly index3.2x avg
Fraud confirmation rate33%

Network avg: 18.4%

Investigation

Assigned To

Marcus Aldridge

Flagged

05/24/2026 08:14

Investigation Status

Awaiting Records

SLA Deadline

05/31/2026