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Mental health status and coping strategy of medical workers in China during The COVID-19 outbreak

Siyu, C.; Xia, M.; Wen, W.; Cui, L.; Yang, W.; Liu, S.; Fan, J. F.; Yue, H.; Tang, S.; Tang, B.; Li, X.; Chen, L.; Qin, Z.; Lv, K.; Guo, X.; Lin, Y.; Wen, Y.; Gao, W.; Zheng, Y.; Xu, W.; Li, Y.; Xu, Y.; Ling, L.; Lei, W.

2020-02-25 psychiatry and clinical psychology
10.1101/2020.02.23.20026872 medRxiv
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The authors have withdrawn their manuscript whilst they perform additional experiments to test some of their conclusions further. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author.

Matching journals

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

1
PLOS ONE
● 5266 papers in training set
Top 3%
36.3%
Similar papers in this journal
2
International Journal of Environmental Research and Public Health
○ 128 papers in training set
Top 0.9%
4.9%
Similar papers in this journal
3
BMJ Open
● 601 papers in training set
Top 5%
4.9%
Similar papers in this journal
4
Psychiatry Research
○ 41 papers in training set
Top 0.2%
4.3%
Similar papers in this journal
50% of probability mass above
5
Frontiers in Public Health
○ 148 papers in training set
Top 1%
4.1%
Similar papers in this journal
6
Frontiers in Psychology
○ 56 papers in training set
Top 0.3%
4.1%
7
Frontiers in Psychiatry
○ 87 papers in training set
Top 0.6%
3.3%
8
Brain and Behavior
○ 43 papers in training set
Top 0.2%
2.8%
9
Journal of Affective Disorders
○ 92 papers in training set
Top 0.8%
2.7%
10
PeerJ
◐ 308 papers in training set
Top 3%
2.5%
11
Social Psychiatry and Psychiatric Epidemiology
○ 12 papers in training set
Top 0.1%
1.7%
12
Epidemiology and Infection
◐ 89 papers in training set
Top 1%
1.7%
13
Journal of Family Medicine and Primary Care
○ 12 papers in training set
Top 0.3%
1.5%
14
Disaster Medicine and Public Health Preparedness
◐ 16 papers in training set
Top 0.4%
1.1%
15
Scientific Reports
○ 3612 papers in training set
Top 63%
1.1%
16
BMC Psychiatry
○ 25 papers in training set
Top 0.6%
1.1%
17
JMIR Public Health and Surveillance
◐ 45 papers in training set
Top 1%
1.1%
18
PLOS Global Public Health
● 344 papers in training set
Top 7%
1.1%
19
Journal of Occupational & Environmental Medicine
○ 17 papers in training set
Top 0.1%
1.1%
20
Journal of Infection and Public Health
○ 15 papers in training set
Top 0.2%
1.1%
21
eClinicalMedicine
○ 77 papers in training set
Top 2%
1.1%
22
Heliyon
○ 152 papers in training set
Top 6%
1.1%
23
Brain, Behavior, and Immunity
○ 116 papers in training set
Top 2%
1.0%
24
Public Health in Practice
○ 13 papers in training set
Top 0.3%
1.0%
25
Vaccines
○ 198 papers in training set
Top 3%
0.8%
26
Journal of Medical Internet Research
◐ 87 papers in training set
Top 3%
0.8%

"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.