Table 6. Logistic regression model for clotting during intermittent hemodialysis.
Variable | P | OR (95% CI) |
---|---|---|
Model A (simple)* | ||
Heparin (yes/no) | 0.047 | 0.57 (0.33–0.98) |
Malfunctioning catheter | < 0.0001 | 3.59 (2.24–5.77) |
System pressure increase over 25% | < 0.0001 | 2.59 (1.61–4.17) |
Model B (mixed effect for repeated measures model)* * | ||
Platelets < 100,000/mm3 | 0.047 | 0.28 (0.08–0.98) |
Heparin (yes/no) | 0.032 | 0.48 (0.25–0.94) |
Malfunctioning catheter | < 0.0001 | 2.92 (1.77–4.80) |
System pressure increase over 25% | 0.001 | 2.17 (1.40–3.38) |
* Model performance: area under ROC curve = 0.71 (0.65–0.77); Hosmer-Lemeshow χ2 = 0.76.
** Model performance: area under ROC curve = 0.72 (0.66–0.77); ROC, receiver operating characteristic; OR, odds ratio; CI, confidence interval.