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Baseline inputs
Seven sleep signals
Use the closest answer for a typical night. The coding follows the CKB measurement model.
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CKB / baseline phenotype readout
Sleep phenotype
explorer
Enter seven baseline sleep signals. The offline model returns the closest CKB sleep class and shows the outcome associations carried by Figure 4.
02 / CKB outcome readout
What the phenotype was associated with
Hazard ratios are from the full-adjusted CKB Cox models and are relative to C2, the typical-sleep / minimal-symptom class. They describe cohort associations, not an individual diagnosis or probability.
C2 reference
Model note
A phenotype readout, not a clinical score.
The five classes were learned in CKB with a categorical latent class model. This page reproduces the published measurement probabilities in the local 4-sleep workspace, then reports Figure 4 associations for the most probable class.
01
Seven categorical sleep indicators
02
K = 5 full-cohort StepMix LCA
03
FDR-corrected outcome readout