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Table 4 Staging accuracy according to logistic regression models evaluating the variables of treatment, site, and age

From: The development and validation of oral cancer staging using administrative health data

 

Model 1

Model 2

Model 3

Model 4

Model 5

Model 6

Variables

Treatment

 

Treatment

Treatment

Treatment

Treatment

In

 

Site

Site

Site

Site

Site

Models

    

Age

Age

    

Treatment*site

Treatment*site

Treatment*site

      

Treatment*site*age

Outcome (subgroups)

C-statistic

Stage I versus II-IV

      

  Male

0.76

0.62

0.79

0.81

0.82

0.84

  Female

0.83

0.77

0.91

0.94

0.96

0.97

Stage I-II versus III-IV

      

  Male

0.76

0.60

0.78

0.79

0.80

0.82

  Female

0.85

0.82

0.96

0.97

0.99

0.99

Stage I-III versus IV

      

  Male

0.76

0.64

0.79

0.80

0.81

0.82

  Female

0.85

0.78

0.93

0.94

0.96

0.96