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| patient_data['is_primary'] = np.where(patient_data['AttendingPhysician'].notnull(),1,0) | |
| patient_data['is_secondary'] = np.where(patient_data['OperatingPhysician'].notnull(),1,0) | |
| patient_data['is_tertiary'] = np.where(patient_data['OtherPhysician'].notnull(),1,0) |
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