Elevated troponin levels in rhabdomyolysis as a predictor of mortality in patients with normal kidney and cardiac function.

For log-transformed troponin, while the confidence interval crossed 1, the first positive troponin value at admission showed a trend toward an association with higher mortality (OR 1.78, CI 0.92–3.4) (Fig. 3 ).A Random Forest classifier was utilised to evaluate the relative contributions of log-transformed troponin levels, age, and the Charlson Comorbidity Index (CCI) in predicting mortality.

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While the analysis of raw troponin levels demonstrated a statistically significant association with mortality, the log-transformed troponin levels showed only a trend toward significance (OR 1.78, CI 0.92–3.4).

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