Multivariable logistic regression analyses with synovitis on joint examination as outcome
Model 1 | Model 2 | |||||
Derivation | Derivation | Validation | ||||
OR (95% CI) | OR (95% CI) | B | OR (95% CI) | |||
Male | 1.7 (1.1 to 2.5) | 1.7 (1.1 to 2.5) | 0.517 | 1.7 (1.1 to 2.4) | ||
Age (years) | <40 | (ref) | 0–59.9 | (ref) | (ref) | (ref) |
40–59.9 | 1.5 (0.96 to 2.5) | ≥60 | 2.1 (1.4 to 3.1) | 0.750 | 2.1 (1.5 to 3.0) | |
≥60 | 2.9 (1.7 to 4.8) | |||||
Symptom duration (weeks) | <6 | 3.8 (2.3 to 6.4) | <6 | 3.6 (2.2 to 6.0) | 1.279 | 3.4 (2.0 to 5.7) |
6–11 | 1.7 (0.92 to 3.1) | 6–51.9 | 2.2 (1.4 to 3.6) | 0.797 | 1.9 (1.2 to 3.0) | |
12–51.9 | 2.9 (1.7 to 5.0) | ≥52 | (ref) | (ref) | (ref) | |
≥52 | (ref) | |||||
Acute onset of symptoms* | 1.0 (0.67 to 1.5) | 0.99 (0.66 to 1.5) | −0.015 | 1.0 (0.70 to 1.5) | ||
Morning stiffness (minutes) | >60 | 1.6 (0.88 to 2.9) | >60 | 1.6 (0.91 to 2.9) | 0.485 | 1.2 (0.62 to 2.3) |
Number of painful joints | 0 | (ref) | 0 | (ref) | (ref) | (ref) |
1–3 | 9.3 (1.1 to 78.2) | 1–3 | 10.0 (1.2 to 83.4) | 2.300 | 7.9 (0.91 to 68.6) | |
4–10 | 4.5 (0.53 to 37.6) | ≥4 | 4.5 (0.54 to 37.1) | 1.497 | 5.2 (0.61 to 45.1) | |
≥11 | 3.3 (0.39 to 28.4) | |||||
Number of patient-reported swollen joints | 0 | (ref) | 0 | (ref) | (ref) | (ref) |
1–3 | 3.2 (1.6 to 6.4) | ≥1 | 3.5 (1.9 to 6.6) | 1.253 | 3.7 (1.9 to 7.0) | |
4–10 | 3.4 (1.7 to 7.0) | |||||
≥11 | 4.3 (1.9 to 10.0) | |||||
Difficulty with making a fist | 1.6 (0.97 to 2.5) | 1.6 (0.99 to 2.6) | 0.467 | 1.4 (0.91 to 2.2) | ||
Intercept | −4.8 | −4.6 | −4.6 | |||
AUC | 0.76 (0.71 to 0.80) | 0.75 (0.70 to 7.79) | 0.72 (0.68 to 0.77) |
Model 1 includes categories of clinically applicable cut-offs; if within variables, several categories had similar regression coefficients, categories were pooled (model 2).
*Patients were asked to define onset of symptoms; either acute onset of symptoms or gradual onset of symptoms, see online supplementary appendix S1. Variables with p values <0.05 in univariable analysis in the derivation set were entered in multivariable regression analyses.
AUC, area under the receiver operating characteristic curve; B, beta.