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stat.ME2023
More power to you: Using machine learning to augment human coding for more efficient inference in text-based randomized trials
Reagan Mozer, Luke Miratrix
For randomized trials that use text as an outcome, traditional approaches for assessing treatment impact require that each document first be manually coded for constructs of intere…
cs.CL2023
Leveraging text data for causal inference using electronic health records
Reagan Mozer, Aaron R. Kaufman, Leo A. Celi +1
In studies that rely on data from electronic health records (EHRs), unstructured text data such as clinical progress notes offer a rich source of information about patient characte…