Evaluating large language model performance and reliability in scoring picture description tasks for neuropsychological assessment
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Picture description tasks, such as the Cookie Theft task, are widely used in neuropsychological assessments to detect cognitive impairment. However, manual scoring is time-consuming, requires specialized training, and is subject to interrater variability. Rece... ...