Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability inClinical LLMs

Research output: Working paper › Preprint

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title = "Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability inClinical LLMs",

author = "mahdi alkaeed and Adnan Qayyum and Kashreef, \{Nabeel Abo\} and Muhammad Bilal and Junaid Qadir",

year = "2026",

month = aug,

day = "21",

doi = "10.2139/ssrn.7304462",

language = "Undefined/Unknown",

type = "WorkingPaper",

}

TY - UNPB

T1 - Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability inClinical LLMs

AU - alkaeed, mahdi

AU - Qayyum, Adnan

AU - Kashreef, Nabeel Abo

AU - Bilal, Muhammad

AU - Qadir, Junaid

PY - 2026/8/21

Y1 - 2026/8/21

UR - https://doi.org/10.2139/ssrn.7304462

U2 - 10.2139/ssrn.7304462

DO - 10.2139/ssrn.7304462

M3 - Preprint

BT - Same Patient, Different Words, Different Diagnosis? Evaluating Semantic Stability inClinical LLMs

ER -