Description

Vanier et al reported a model for predicting rapid radiographic progression for a patient with early rheumatoid arthritis. The authors are from multiple institutions in Europe.


Patient selection: early rheumatoid arthritis

 

Parameters:

(1) rheumatoid factor

(2) number of rheumatoid arthritis erosions on X-rays

(3) serum CRP in mg/L

(4) number of swollen joints out of 28

 

Parameter

Finding

Points

rheumatoid factor

negative

0

 

positive

0.77

erosions on X-rays

0

0

 

>= 1

0.81

serum CRP

< 10 mg/L

0

 

10 to 30 mg/L

0.17

 

> 30 mg/L

0.77

swollen joint count

< 7

0

 

7 to 10

0.03

 

> 10

0.39

 

where:

• The matrix tool uses swollen joint count < 6 rather than < 7 for first group. The third group is >= 10 rather than > 10.

 

value of X =

= SUM(points for all of the parameters) - 2.8

 

probability of early progression =

= 1 / (1 + EXP((-1) * X))

 

Performance:

• The area under the ROC curve was 0.63 to 0.68.


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