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Household transmission of COVID-19, Shenzhen, January-February 2020

Wei, L.; Lv, Q.; Wen, Y.; Feng, S.; Gao, W.; Chen, Z.; Cao, B.; Wu, X.; Lu, Y.; Zhao, J.; Zou, X.; Feng, T.; Cowling, B. J.; Mei, S.

2020-05-18 epidemiology
10.1101/2020.05.11.20092692 medRxiv
Show abstract

Coronavirus disease 2019 has led to more than three million cases globally. Since the first family cluster of COVID-19 cases identified in Shenzhen in early January, most of the local transmission occurred within household contacts. Identifying the factors associated with household transmission is of great importance to guide preventive measures.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
International Journal of Infectious Diseases
○ 129 papers in training set
Top 0.1%
10.7%
Similar papers in this journal
2
eLife
● 5828 papers in training set
Top 10%
9.7%
Similar papers in this journal
3
Emerging Infectious Diseases
● 105 papers in training set
Top 0.1%
7.9%
Similar papers in this journal
4
The Lancet Infectious Diseases
○ 73 papers in training set
Top 0.1%
6.3%
Similar papers in this journal
5
Nature Communications
○ 5641 papers in training set
Top 32%
4.1%
6
Science China Life Sciences
○ 29 papers in training set
Top 0.1%
4.1%
Similar papers in this journal
7
Journal of Medical Virology
○ 140 papers in training set
Top 0.5%
4.1%
8
Scientific Reports
○ 3612 papers in training set
Top 33%
3.2%
9
Epidemics
○ 116 papers in training set
Top 0.8%
2.8%
50% of probability mass above
10
The Journal of Infectious Diseases
◐ 202 papers in training set
Top 1%
2.5%
11
Eurosurveillance
● 83 papers in training set
Top 0.3%
2.4%
12
Transboundary and Emerging Diseases
○ 37 papers in training set
Top 0.2%
2.4%
13
Communications Biology
○ 993 papers in training set
Top 10%
2.1%
14
Emerging Microbes & Infections
○ 74 papers in training set
Top 0.5%
2.1%
15
Science of The Total Environment
○ 186 papers in training set
Top 2%
2.1%
16
PeerJ
◐ 308 papers in training set
Top 5%
1.9%
17
Swiss Medical Weekly
● 15 papers in training set
Top 0.1%
1.3%
18
BMC Public Health
○ 158 papers in training set
Top 4%
1.1%
19
Epidemiology and Infection
◐ 89 papers in training set
Top 2%
1.1%
20
Influenza and Other Respiratory Viruses
○ 46 papers in training set
Top 0.5%
1.1%
21
Frontiers in Physics
○ 21 papers in training set
Top 0.2%
1.1%
22
The Lancet Regional Health - Western Pacific
○ 15 papers in training set
Top 0.3%
1.0%
23
Frontiers in Medicine
○ 120 papers in training set
Top 3%
1.0%
24
BMC Medicine
○ 176 papers in training set
Top 5%
0.8%
25
Frontiers in Public Health
○ 148 papers in training set
Top 6%
0.8%
26
Cell Discovery
○ 57 papers in training set
Top 1%
0.8%
27
Heliyon
○ 152 papers in training set
Top 8%
0.8%
28
Viruses
○ 332 papers in training set
Top 5%
0.8%
29
Clinical Infectious Diseases
◐ 235 papers in training set
Top 3%
0.6%
30
Science
● 477 papers in training set
Top 10%
0.6%

"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.