TABLE 4.
Models for Excess Relative Risk (ERR) as a Function of Radiation Dose to the Thyroid Gland in the Childhood Cancer Survivor Study Cohort
Model number | Description | Equation | β1 | β2 | β3 | Deviance | Referent model | P valuea |
---|---|---|---|---|---|---|---|---|
1 | Baselineb | αc | _ | _ | _ | 1532.5 | ||
2 | Linear | α[1 + β1d] | 0.404 | _ | _ | 1469.9 | 1 | <0.001 |
3 | Quadratic | α[1 + β1d2] | 0.00798 | _ | _ | 1515.0 | 1 | <0.001 |
4 | Linear exponential | α[1 + β1d × exp(β2d)] | 2.420 | −0.0665 | _ | 1430.5 | 2 | <0.001 |
5 | Linear exponential quadratic model-1 | α[1 + β1d × exp(β2d2)] | 1.381 | −0.00164 | _ | 1419.2 | 2 | <0.001 |
6 | Linear exponential quadratic model-2 | α[1 + β1d × exp(β2d + β3d2)] | 0.670 | 0.0615 | −0.00292 | 1417.1 | 5 | 0.1 |
7 | Linear quadratic | α[1 + β1d + β2d2] | 0.758 | −0.0115 | _ | 1441.8 | 2 | <0.001 |
8 | Linear quadratic exponential | α[1 + (β1d + β2d2) × exp(β3d)] | 2.215 | −0.0362 | −0.0402 | 1426.7 | 7 | <0.001 |
9 | Linear quadratic exponential quadratic | α[1 + (β1d + β2d2) × exp(β3d2)] | 0.433 | 0.0709 | −0.00242 | 1416.6 | 5 | 0.1 |
10 | Quadratic exponential quadratic | α[1 + β1d2 × exp(β2d2)] | 0.0674 | −0.00237 | _ | 1417.5 | 3 | <0.001 |
Note. Italics represent the most parsimonious models with the lowest deviance and compatibility with radiobiological theory.
Likelihood ratio test comparing to referent (nested) model (e.g. model 2 compared to model 1, model 5 compared to model 2).
Baseline function includes natural logarithm of attained age, sex and type of childhood cancer (Hodgkin lymphoma, leukemia or other).
α represents the baseline function as described in footnote b.