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Temporal Trends in COVID-19 associated AKI from March to December 2020 in New York City

Dellepiane, S.; Vaid, A.; Jaladanki, S. K.; Paranjpe, I.; Coca, S.; Fayad, Z.; Charney, A.; Bottinger, E. P.; He, J. C.; Glicksberg, B. S.; Chan, L.; Nadkarni, G.

2021-01-20 nephrology
10.1101/2021.01.18.21249414 medRxiv
Show abstract

Acute Kidney Injury (AKI) is among the most common complications of Coronavirus Disease 2019 (COVID-19). Throughout 2020 pandemic, the clinical approach to COVID-19 has progressively improved, but it is unknown how these changes have affected AKI incidence and severity. In this retrospective analysis, we report the trend over time of COVID-19 associated AKI and need of renal replacement therapy in a large health system in New York City, the first COVID-19 epicenter in United States.

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The top 4 journals account for 50% of the predicted probability mass.

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"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.