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How effective is vaccination protection?
batista, m.; Turnsek, A.
2021-12-17
epidemiology
10.1101/2021.12.17.21267980
medRxiv
Show abstract
This short note provides a simple static model to assess the effect of vaccination against hospitalization.
Matching journals
●Non-profit
◐University press
○Commercial
The top 10 journals account for 50% of the predicted probability mass.
1
PLOS ONE
●
5266 papers in training set
Top 14%
13.0%
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2
Epidemiology and Infection
◐
89 papers in training set
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6.8%
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3
Infectious Disease Modelling
○
54 papers in training set
Top 0.2%
6.3%
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- Incorporating the mutational landscape of SARS-COV-2 variants and case-dependent vaccination rates into epidemic models 96%
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4
Scientific Reports
○
3612 papers in training set
Top 22%
4.4%
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- Model Based Estimation of the SARS-CoV-2 Immunization Level in Austria and Consequences for Herd Immunity Effects 96%
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50% of probability mass above
"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.