An alternative approach is by regressing high workload (as a binary indicator) on model predictions, which shows a large and highly significant coefficient (Table 1 , Column 1), controlling for patient characteristics, physician fixed effects, and time controls (time of day, day of week, week of year, and year).
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A machine learning model using clinical notes to identify physician fatigue.
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