ResearchBenchmarksPrediabetes-to-diabetes prediction on SyntheticMassPrediabetes-to-diabetes prediction on SyntheticMassFollow88.58AUROCCARIS88.00888.156588.30588.4535Apr 14, 2026Evaluation resultsMethodMethodLinksAUROCPrecisionRecallF1 ScoreCARISModel=XGBoost, Feature...Model=XGBoost, Feature selection=LLM features + HDL, Number of features=102026.0488.5874.7968.6270.72CARISModel=XGBoost, Feature...Model=XGBoost, Feature selection=LLM features + HDL + TG, Number of features=112026.0488.0370.9867.0468.5