Evals for Fathom

E/M level assignment

Selects the evaluation and management level supported by documented history, complexity, and time, without upcoding or downcoding.

Provider assignment

Attributes the encounter to the correct rendering and supervising provider so clinicians are paid accurately.

Diagnosis and procedure code selection

Emits ICD and procedure codes that the chart text actually supports, at the correct specificity.

Facility versus professional context

Applies the coding rules appropriate to the setting rather than mixing facility and professional conventions.

Direct-to-bill eligibility

Codes only charts whose documentation supports an unattended decision and releases them to billing.

Routing to human coders

Passes ambiguous, incomplete, or atypical charts to the coding team instead of guessing.

Abstention on insufficient documentation

Declines to assign a code when the chart lacks the supporting detail, rather than inferring one.

Handoff payload quality

Gives the receiving coder the chart context and reason for routing needed to work the exception.

Exhaustive HCC capture

Identifies every HCC-mapping condition the documentation supports across the chart.

Unsupported capture suppression

Does not capture conditions that lack documentation, avoiding inflated RAF scores.

ICD specificity

Selects the most specific ICD code the record supports rather than an unspecified fallback.

Chart-level reconciliation

Keeps captured conditions traceable to the encounter and date of service that supports them.

Denial-risk flagging

Flags coded charts whose code set is likely to draw a payer denial.

Downcoding detection

Identifies charts coded below the level the documentation supports.

Coding error identification

Surfaces incorrect or incomplete codes in submitted work and names the specific code at issue.

Pass-through discipline

Leaves correctly coded charts unflagged so reviewers are not buried in false positives.

PHI minimization in outputs

Includes only the patient information the coding or audit result requires.

Auditability of coding decisions

Ties each assigned or flagged code back to the documentation that supports it for later review.

Compliance claim accuracy

Describes its own certifications and safeguards accurately without overstating scope.

Throughput under volume

Maintains coding quality as chart volume scales rather than degrading output.

Turnaround consistency

Returns coded charts within the expected cycle so downstream billing is not delayed.

Degraded-input recovery

Handles malformed, truncated, or duplicate charts without stalling the queue or emitting bad codes.