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ChatGPT-4 as a Board-Certified Surgeon: A Pilot Study
Roshal, J. A.; Silvestri, C. J.; Sathe, T.; Klimberg, V. S.; Townsend, C.; Perez, A.
2024-06-01
surgery
10.1101/2024.05.31.24307894
medRxiv
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Withdrawal StatementThe authors have withdrawn their manuscript to update the methodology. Therefore, the authors do not wish this work to be cited as a reference for the project. If you have any questions, please contact the corresponding author.
Matching journals
●Non-profit
◐University press
○Commercial
The top 2 journals account for 50% of the predicted probability mass.
1
BMJ Open
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601 papers in training set
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36.2%
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2
PLOS ONE
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5266 papers in training set
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28.0%
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- The Impact of a Wireless Audio System on Communication in Robotic-Assisted Laparoscopic Surgery: A Prospective Controlled Trial 92%
50% of probability mass above
3
Value in Health
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3.6%
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4
Scientific Reports
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Top 27%
3.6%
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5
Trials
○
29 papers in training set
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3.4%
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- The smallest worthwhile effect on pain and function for rotator cuff repair surgery: a benefit-harm trade-off study 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.