bioRxiv / medRxiv
open access
CC BY 4.0
Default-filled outcome labels in a deployed cognitive-screening programme: an operator-level audit and the construction of twenty-four language-model arms
BackgroundRoutine service databases are attractive sources of training labels for clinical prediction models, but the processes that write those labels are rarely audited before the labels are used. In a deployed community cognitive-screening programme we audited the routine cognitive-status label,
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