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Hammad A Khan

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#natural language process... Preprint Oct 2026

Clinician use of language models diverges from how the models are evaluated

Large language model (LLM) assistants are being deployed to clinicians across health systems, and judgments about their readiness rest largely on benchmark scores, most of them derived from examination questions or curated cases. A benchmark predicts performance in deployment only to the extent that its items resemble...

K. Vishwanath, Hai-Tong Lin, A. Alyakin et al. · 0 citations
Jul 2026

Benchmarking risk prediction tools in spine surgery: a national registry analysis of albumin, frailty, and surgical calculators.

Lower preoperative albumin and higher ACS SRC predictions were robust, independent predictors of increased risk for major complications, CD-IV events, and mortality, and Multivariable regression confirmed that ACS SRC remains among the comprehensive tools for risk stratification in spine surgery.

Michael Farid, Nicolai Blasdel, Justin Wang et al. · 0 citations

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