Assess whether a claims ring exists or is coincidental overlap after a clinic

Situation

After a clinic billing the same modifier on 80% of visits, synthetic identity application cluster is what payments-risk officer can touch in a mortgage correspondent channel. Fraud Detection will live with A claims ring exists versus Is coincidental overlap on this Credit and Identity Fraud file.

Decision

Payments-risk officer in a mortgage correspondent channel must choose A claims ring exists / Is coincidental overlap using synthetic identity application cluster after a clinic billing the same modifier on 80% of visits.

Hypotheses to test

• The population in synthetic identity application cluster is the one a clinic billing the same modifier on 80% of visits named, so A claims ring exists follows for this Credit and Identity Fraud file.
• The population in synthetic identity application cluster is adjacent only to a clinic billing the same modifier on 80% of visits; Is coincidental overlap is the honest Fraud Detection call.
• A mortgage correspondent channel already contained a clinic billing the same modifier on 80% of visits before synthetic identity application cluster arrived; no new Credit and Identity Fraud path.
• Provenance on synthetic identity application cluster after a clinic billing the same modifier on 80% of visits is broken; do not pick A claims ring exists or Is coincidental overlap yet.

Analysis required

• Quantify loss if the hold is released before synthetic identity application cluster is complete.
• Test a one-off dispute against the first edge of a scheme around a claims ring exists.
• Check mule or round-trip markers in synthetic identity application cluster.
• For this Fraud Detection Credit and Identity Fraud file, read synthetic identity application cluster against a clinic billing the same modifier on 80% of visits and write the one fact that would move a claims ring exists for payments-risk officer.

Recommendation

Choose A claims ring exists / Is coincidental overlap on this Fraud Detection / Credit and Identity Fraud packet (synthetic identity application cluster after a clinic billing the same modifier on 80% of visits). The follow-on Credit and Identity Fraud action is what payments-risk officer does next: implement the option, assign an owner, and log the missing fact.