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Why not ask directly for standard errors on the response by specifying type= response" in the predict function?
For building the receiver operator characteristic (ROC) curves, the type = 'prob' option in the predict function was used.
Meanwhile, there are 3 peptides (1264.6 Da, 2740.8 Da, and 2935.4 Da) participating in the predict model for aGVHD and non-GVHD during stage 3. AUROC is up to 0.929), accuracy is 90.6%, while the sensitivity and specificity are 89.4% and 87.5%.
The estimated cross-validated algorithm AUC in ROC analysis in the PREDICT development set was 0.77 (95% CI 0.73 to 0.81); prospective validation in an independent PREDICT validation set of 526 patients (192 cases, 334 controls) yielded an AUC of 0.70 (95% CI = 0.65 to 0.75) [ 6].
Others have also shown CAC to strongly predict short-term CVD events over 2 years, with no events occurring in those with CAC scores <10 (21), and Elkeles et al. (22), in the PREDICT cohort, showed over a median 4-year follow-up somewhat higher HRs for CHD and stroke (11.9 for CAC 401 100 vs. <11) than our study.
Patient acceptability and engagement remains high with 95% of all approached eligible patients choosing to participate in the PREDICT project (Figure 1). Figure 1 Patient engagement in PREDICT remains high.
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These are right in the predicted range.
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Now I know that were I born in the predicted future, space would feel finite.
The two models yield stark theoretical differences in the predicted dynamics of extremity bias.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com