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A Model Based Analysis for COVID-19 Pandemic in India: Implications for Health Systems and Policy for Low- and Middle-Income Countries

Prinja, S.; Bahuguna, P.; Chugh, Y.; Vassal, A.; Pandey, A.; Aggarwal, S.; Arora, N. K.

2020-08-18 health policy
10.1101/2020.06.11.20128231 medRxiv
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Disclaimer statementThe authors have withdrawn this manuscript because they do not wish this work to be cited as reference for the project.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 5 journals account for 50% of the predicted probability mass.

1
PLOS ONE
● 5266 papers in training set
Top 6%
26.4%
Similar papers in this journal
2
Frontiers in Public Health
○ 148 papers in training set
Top 0.2%
8.8%
Similar papers in this journal
3
BMJ Open
● 601 papers in training set
Top 3%
7.8%
Similar papers in this journal
4
BMJ Global Health
● 113 papers in training set
Top 0.6%
5.4%
Similar papers in this journal
5
BMC Public Health
○ 158 papers in training set
Top 0.9%
4.8%
Similar papers in this journal
50% of probability mass above
6
Tropical Medicine & International Health
○ 14 papers in training set
Top 0.1%
4.0%
7
PLOS Global Public Health
● 344 papers in training set
Top 4%
3.2%
8
F1000Research
○ 88 papers in training set
Top 0.9%
2.4%
9
Cureus
○ 68 papers in training set
Top 2%
2.1%
10
Scientific Reports
○ 3612 papers in training set
Top 46%
2.1%
11
Risk Management and Healthcare Policy
○ 10 papers in training set
Top 0.1%
2.1%
12
BMC Health Services Research
○ 51 papers in training set
Top 1%
1.9%
13
JMIRx Med
◐ 32 papers in training set
Top 0.9%
1.7%
14
Journal of Public Health
◐ 24 papers in training set
Top 0.4%
1.7%
15
Journal of Family Medicine and Primary Care
○ 12 papers in training set
Top 0.3%
1.4%
16
Health Policy
○ 11 papers in training set
Top 0.4%
1.3%
17
PLOS Digital Health
● 106 papers in training set
Top 4%
1.1%
18
Pan African Medical Journal
● 11 papers in training set
Top 0.4%
1.1%
19
Chaos, Solitons & Fractals
○ 32 papers in training set
Top 0.7%
1.1%
20
International Journal of Medical Informatics
○ 26 papers in training set
Top 1%
1.1%
21
Heliyon
○ 152 papers in training set
Top 6%
1.1%
22
The Lancet Global Health
○ 27 papers in training set
Top 0.4%
1.1%
23
BMC Medical Education
○ 21 papers in training set
Top 0.5%
1.1%
24
JMIR Formative Research
◐ 33 papers in training set
Top 1%
1.1%
25
PLOS Medicine
● 110 papers in training set
Top 3%
1.1%
26
PeerJ
◐ 308 papers in training set
Top 9%
1.0%
27
Disaster Medicine and Public Health Preparedness
◐ 16 papers in training set
Top 0.7%
0.8%
28
eClinicalMedicine
○ 77 papers in training set
Top 2%
0.8%
29
Healthcare
○ 17 papers in training set
Top 1%
0.6%
30
JMIR Public Health and Surveillance
◐ 45 papers in training set
Top 2%
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.