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To explore the association between LAP, segmented into four parts, and new-onset diabetes, the COX proportional hazards model was employed for analysis. In order to explore the non-linear link between LAP and diabetes mellitus, smooth curve fitting was employed as a methodological approach. Lastly, the receiver operating characteristic (ROC) curve facilitated the evaluation of the predictive capacity of the aforementioned indic
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