Fine-tuned GPT-4o predicts early-onset colorectal cancer from EHR data 2-7 months before diagnosis with 73% sensitivity and 91% specificity, but with only 7.6% precision at 1% prevalence.
Advanced-stage colorectal cancer in persons younger than 50 years not associated with longer dura.on of symptoms or .me to diagnosis
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Predicting Early-Onset Colorectal Cancer with Large Language Models
Fine-tuned GPT-4o predicts early-onset colorectal cancer from EHR data 2-7 months before diagnosis with 73% sensitivity and 91% specificity, but with only 7.6% precision at 1% prevalence.