System Dashboard

MongoDB Atlas — patient notes and payer guidelines loaded for the PA decision demo

Live system status: MongoDB… Gemini…
98 Patient notes ingested
1222 Patient note chunks (with embeddings)
60 Payer guidelines
300 Guideline chunks (with embeddings)

Payer corpus

10 distinct payers covered in the guideline corpus:

Aetna Anthem BCBS CareFirst BCBS Cigna Highmark Humana Choice Medicare Sentara Health Plans Tricare East UHC

Clinical topics

6 clinical topics covered:

ed hypogonadism hematuria bladder cancer kidney stones hydronephrosis oab incontinence prostate bph cancer uti cystitis management

How the demo works

  1. Browse loaded data — go to Patients to see all 98 de-identified notes, or Guidelines to see all 60 payer policies.
  2. Run a Prior Authorization decision — go to Run Decision, select a patient, optionally specify a procedure and ICD, and see the explainable decision in real-time.
  3. Each decision shows the hybrid retrieval evidence, the 12-feature rule-engine breakdown, and the Gemini grounded explanation citing the retrieved chunk IDs.
Start a PA Decision Demo → View Evaluation Analytics →