Gary Weissman
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gweissman.bsky.social
Gary Weissman
@gweissman.bsky.social
ICU Doc, Assistant Professor of Medicine and Informatics, Palliative and Advanced Illness Research (PAIR) Center, UPenn. Clinical informatics, AI, ML, clinical decision support, health policy.
Reposted by Gary Weissman
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@ajsharmamd.bsky.social @benrosnermdphd.bsky.social
August 28, 2025 at 4:55 PM
Reposted by Gary Weissman
Sepsis prediction models are a promising tool, but very few have been successfully employed in clinical settings. A new study suggests a key reason: clinicians’ definitions of sepsis often differ from the “Sepsis-3” criteria used to train models

Read more: pubmed.ncbi.nlm.nih.gov/40417569/
Sepsis Prediction Models are Trained on Labels that Diverge from Clinician-Recommended Treatment Times - PubMed
Many sepsis prediction models use the Sepsis-3 definition or its variants as a training label. However, among the few sepsis models ever deployed in practice, there is scant evidence that they offer c...
pubmed.ncbi.nlm.nih.gov
July 16, 2025 at 1:56 PM