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Table 1 Summary of sources of error, bias parameters, and assigned distributions used in the two bias analyses

From: Bias analysis applied to Agricultural Health Study publications to estimate non-random sources of uncertainty

Source of potential error

Bias parameters

Assigned distributions

Alachlor Bias Analysis

number of incident cancer cases

positive predictive value

negative predictive value

trapezoidal distribution with minimum = 0.95, maximum = 1.0, and modes of 0.98 and 0.99

fixed at 0.99

mismeasurement of cumulative exposure

cumulative exposure value assigned to each category

triangular distributions with minimum and maximum equal to reported bounds of exposure category, and mode equal to its reported midpoint

allocation of cases to cumulative exposure categories

number of cases in each exposure category

multinomial centered on the number of cases observed in each category

rate ratios assigned to each exposure category

log normal distribution

mean equal to the log of the reported hazard ratio for each category and variance imputed from its 95% confidence interval

Glyphosate Bias Analysis

confounding of the association by all adjustment variables

relative risk due to confounding

trapezoidal distribution with minimum of 1 (no confounding after adjustment for age), lower mode of 1.18 (bound due to confounding by education), upper mode of 1.39 (all variables but state), and maximum 1.56 (all variables, including state)

exposure misclassification

sensitivity and specificity of exposure classification

triangular distribution with minimum 0.79, maximum 0.87, mode 0.82 based on agreement proportions