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Now that you have reviewed the x historical surgery durations, we would like to ask you to predict the duration for the upcoming 30 surgeries.
Treatment 1: For this, you will receive advice of an algorithmic system. The system was trained for the task of surgery prediction and will provide you with a prediction of the respective surgery time in minutes.
The system comprises of three main components. Its final prediction provided to you is the averaged surgery time prediction of these three main components.
T2: For this, you will receive advice of three algorithmic systems. The systems were trained for the task of surgery prediction and will each provide you with a prediction of the respective surgery time in minutes.
T3: For this, you will receive advice of an algorithmic system.
The system was trained for the task of surgery prediction and will provide you with a prediction of the respective surgery time in minutes.
The system comprises of three main components. Its final prediction provided to you is the averaged surgery time prediction of these three main components.
You will additionally see the single predictions of the three main components.
As in the surgeries you have reviewed you will see information on the procedure set-up requirements, anesthesia set-up requirements and anesthesia score. Based on these we ask you to provide a first prediction of the surgery duration. Then, you will be shown the surgery duration prediction of the system. Afterwards, you will be asked to make your final prediction on the surgery duration.