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How you segment data or choose an output variable, for example, may affect predictive fairness across different sub-populations.
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As we hypothesized that using different cut offs or a different definition for erosive joints (according to the SENS method) may affect the predictive ability of the prediction rule, data on the number of erosive joints were added to the logistic regression model with a backward selection procedure that was used to derive the prediction rule [ 7].
There may be a divergence of the risk factors' predictive effect in different populations which may affect the predictive value of the model in other settings [ 45].
To investigate whether the time interval between serum antimüllerian hormone (AMH) sampling and initiation of ovarian stimulation for in vitro fertilization intracytoplasmic sperm injection (IVF-ICSI) may affect the predictive ability of the marker for low and excessive ovarian response.
Alternatively, because some predictors have certain similarity in training, we also assessed whether the minified predictors may affect the predictive power.
Finally, the choice of hPSC line may affect the predictive nature of the resultant BMEC population.
This variability in time until first available test results from admission may affect the predictive ability of the scoring tools.
However, differences in patient populations, clinical settings, and models of care may affect the predictive value of the score.
YKL-40 is excreted by the kidney and this may affect the predictive ability of the biomarker in patients with impaired kidney function.
The different composition of MTB isolates, including various genotypes and drug susceptibility profiles, may affect the predictive value of PZase activity testing and causes of the discordant results.
Secondly, the average caries prevalence and increment was rather low in the study population and only manifest lesions were considered, which may affect the predictive ability and clinical value of any test.
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