nikolamilosevic
commited on
Commit
·
86ed3d3
1
Parent(s):
4ceabcb
Update README.md
Browse files
README.md
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
---
|
2 |
-
license:
|
3 |
base_model: xlm-roberta-large
|
4 |
tags:
|
5 |
- generated_from_trainer
|
@@ -13,7 +13,34 @@ datasets:
|
|
13 |
language:
|
14 |
- en
|
15 |
widget:
|
16 |
-
- text:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
17 |
library_name: transformers
|
18 |
---
|
19 |
|
|
|
1 |
---
|
2 |
+
license: agpl-3.0
|
3 |
base_model: xlm-roberta-large
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
13 |
language:
|
14 |
- en
|
15 |
widget:
|
16 |
+
- text: >-
|
17 |
+
[CLS]A country's Vaccine Alliance (GAVI) eligibility is indictivate of
|
18 |
+
accelerated adoption of the Hub vaccine.[SEP]Accelerating Policy Decisions
|
19 |
+
to Adopt Haemophilus influenzae Type b Vaccine: A Global, Multivariable
|
20 |
+
Analysis BACKGROUND Adoption of new and underutilized vaccines by national
|
21 |
+
immunization programs is an essential step towards reducing child mortality.
|
22 |
+
Policy decisions to adopt new vaccines in high mortality countries often lag
|
23 |
+
behind decisions in high-income countries. Using the case of Haemophilus
|
24 |
+
influenzae type b (Hib) vaccine, this paper endeavors to explain these
|
25 |
+
delays through the analysis of country-level economic, epidemiological,
|
26 |
+
programmatic and policy-related factors, as well as the role of the Global
|
27 |
+
Alliance for Vaccines and Immunisation (GAVI Alliance). METHODS AND FINDINGS
|
28 |
+
Data for 147 countries from 1990 to 2007 were analyzed in accelerated
|
29 |
+
failure time models to identify factors that are associated with the time to
|
30 |
+
decision to adopt Hib vaccine. In multivariable models that control for
|
31 |
+
Gross National Income, region, and burden of Hib disease, the receipt of
|
32 |
+
GAVI support speeded the time to decision by a factor of 0.37 (95% CI
|
33 |
+
0.18-0.76), or 63%. The presence of two or more neighboring country adopters
|
34 |
+
accelerated decisions to adopt by a factor of 0.50 (95% CI 0.33-0.75). For
|
35 |
+
each 1% increase in vaccine price, decisions to adopt are delayed by a
|
36 |
+
factor of 1.02 (95% CI 1.00-1.04). Global recommendations and local studies
|
37 |
+
were not associated with time to decision.CONCLUSIONS This study
|
38 |
+
substantiates previous findings related to vaccine price and presents new
|
39 |
+
evidence to suggest that GAVI eligibility is associated with accelerated
|
40 |
+
decisions to adopt Hib vaccine. The influence of neighboring country
|
41 |
+
decisions was also highly significant, suggesting that approaches to support
|
42 |
+
the adoption of new vaccines should consider supply- and demand-side
|
43 |
+
factors.
|
44 |
library_name: transformers
|
45 |
---
|
46 |
|