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Compare the published Medicare service mix of Julio C Machado, MD with clinicians in the same registry specialty: Geriatric Psychiatry (CMS).

FL · Exact areaEdit location

2024 published service data · 13 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Arthur Lyakhovetsky, MD

Psychiatry (CMS) · Hollywood, FL

Shared published services
2 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
65%Service-mix similarityView profile →

Connie E Poetter, MD

Geriatric Medicine · Psychiatry (CMS) · Zephyrhills, FL

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
63%Service-mix similarityView profile →

Parlane J Reid, MD

Psychiatry (CMS) · Sarasota, FL

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
30%Service-mix similarityView profile →

Mohammad Jawed Latif Jangda, M.D.

Addiction Medicine · Geriatric Psychiatry · Psychiatry (CMS) · Pembroke Pines, FL

Shared published services
1 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
22%Service-mix similarityView profile →

Maria J Paricio, M.D.

Geriatric Psychiatry · Psychiatry (CMS) · South Miami, FL

Shared published services
1 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
20%Service-mix similarityView profile →

Willy Philias, M.D.

Psychiatry (CMS) · West Palm Beach, FL

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
20%Service-mix similarityView profile →

Luis Gregorio Allen, M.D.

Psychiatry (CMS) · Orlando, FL

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
16%Service-mix similarityView profile →

Luis Manuel Vinuela, MD

Psychiatry (CMS) · Melbourne, FL

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
15%Service-mix similarityView profile →

Ivan Eduardo Cichowicz, M.D.

Psychiatry (CMS) · Boca Raton, FL

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
8%Service-mix similarityView profile →
How this comparison works

We use the same calendar year of CMS Medicare Physician & Other Practitioners data for both providers. Published non-drug service counts are combined by HCPCS code across places of service. We apply log(1 + count), normalize the vectors, and compare them using cosine similarity.

Candidates share the reference provider’s current NPPES primary taxonomy and match the location you enter. We examine up to 500 candidates in NPI order, then show up to 12 with the highest positive similarity within that set. The score is not a percentile, medical recommendation, or prediction. Suppressed services are not estimated. Medicare fee-for-service data does not describe a provider’s entire practice.

Source: CMS Medicare Physician & Other Practitioners - by Provider and Service : 2024-12-01 · Published May 21, 2026.