Letter to Editor External Clinical Validation of the RECOVER Research Index: A Response to Goldman and Martin - Takeaways - MDSpire
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Response to Goldman and Martin on the External Clinical Validation of the RECOVER Research Index

  • By

  • Alba Azola

  • Rebecca T. Veenhuis

  • Leah H. Rubin

  • October 7, 2026

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  • 1

    The study evaluated the RECOVER PASC score in a rigorously phenotyped specialty referral cohort, not in the general population.

  • 2

    Expert clinical diagnosis using the 2024 NASEM consensus definition served as the reference standard because Long COVID lacks a biological gold standard.

  • 3

    Participants had to exhibit at least one neuropsychiatric manifestation, but enrollment did not depend on RECOVER PASC score results or threshold criteria.

  • 4

    Recovered SARS-CoV-2 controls were selected to assess discrimination between clinically diagnosed Long COVID and uncomplicated recovery.

  • 5

    The RECOVER PASC score showed high specificity but limited sensitivity in the clinically characterized cohort, and predictive values should not be extrapolated beyond it.

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