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AI Coding (MDM) for Psychiatry — How to Evaluate + What to Test

Nov 4, 2025

Nov 4, 2025

Quick answer

Choose a scribe that explains its E/M suggestion using the three MDM pillars—Problems, Data, Risk—and keeps psychotherapy add-on 90833 separate with its own minutes/modality/justification.

What “good” MDM support looks like (checklist)

  1. Explicit MDM pillars — Problems addressed (severity/chronicity), Data reviewed/ordered, Risk of management; each with concrete bullets from the visit.

  2. Transparent code rationale — A single line like: “99214 supported due to 2+ chronic problems with exacerbation; rx management with monitoring; med labs ordered.”

  3. Source linking — Each MDM bullet traces back to text in the note (e.g., assessment/plan, meds, results).

  4. Psychotherapy separation90833 shown outside the E/M logic with minutes, modality, and clinical justification.

  5. Medication management detail — Changes, titrations, side-effects, adherence, and monitoring (e.g., labs, AIMS) surfaced in MDM-Risk.

  6. Continuity signals — Prior response to meds/therapy and treatment-plan goals pull forward to support medical necessity.

  7. Audit-friendly export — The MDM explanation prints with the note and is editable pre-sign.

10-minute evaluation script (copy/paste)

  1. Record a 7–10 min psychiatric follow-up (med review + brief therapy).

  2. Generate the draft and scroll to MDM: verify Problems/Data/Risk are each populated with specifics from today’s visit.

  3. Read the E/M suggestion line (e.g., 99214) and confirm the reasoning aligns with the visit content.

  4. Check psychotherapy: 90833 shows minutes, modality, and a specific justification—separate from MDM.

  5. Edit one item (e.g., remove a lab order) and confirm the MDM recommendation updates.

  6. Export a PDF and confirm the MDM explanation and psychotherapy add-on appear for audit.

Example structure — Psychiatric Follow-Up with MDM

  • Reason / Interval History (symptoms, function, stressors)

  • Medications (changes, adherence, side-effects; monitoring)

  • Psychotherapy Provided (minutes, modality, focus)

  • Mental Status Exam

  • Assessment & Plan (dx, changes, orders, safety plan)

  • MDM (explained)

    • Problems: e.g., “MDD—partial response; GAD—worsened sleep.”

    • Data: e.g., “Reviewed PHQ-9; ordered TSH; reviewed labs from PCP.”

    • Risk: e.g., “Medication adjustment with monitoring; suicide risk low; counseling provided.”

    • Suggested E/M: e.g., 99214 with one-line rationale

  • 90833 Psychotherapy Add-On (minutes, modality, justification)

FAQ

Is time-based coding better than MDM for psych?
Both are allowed. MDM often reflects psychiatric complexity more accurately when meds are adjusted or data is reviewed.

Should psychotherapy minutes affect the E/M level?
No. Keep 90833 separate; E/M should be driven by MDM (problems, data, risk).

Can groups standardize MDM phrasing?
Yes—set org defaults for MDM bullets and require an editable rationale line.

Next steps

  • Run the 10-minute evaluation with your shortlist.

  • Add a med-change and a stable med scenario to see if recommendations adjust properly.

  • Confirm the MDM explanation exports with the note.

Shanice

Author, Nudge AI

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