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Abstracts of peer-reviewed and grey literature were screened by four raters for inclusion based on abstract rating criteria (see Additional file 2).
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The second conclusion is that crude publication rates are probably an insufficient tool to analyse abstract publication rates from a broadly based scientific meeting such as the BSG annual meetings, which genuinely spans bench to bedside to community, as the proportion of underlying basic-science abstracts may significantly influence publication rates.
A Cochrane review examined abstract publication rates of all medical subspecialties and reported a mean full (peer-reviwed journal) publication rate of 44.5%, with higher rates of 63.1% for randomised or controlled clinical trials.
A number of variables make the survey results inevitably imprecise, particularly when trying to turn an abstract death rate into a number of actual deaths.
Whatever young people's attitudes toward insurance in the abstract, if rates go up way too fast, they almost certainly won't buy into the new system, opting (whether consciously or semi-accidentally) to pay the fine instead.
Therefore, it is unsurprising that collaborations between European countries and either the USA or another 'rest of world' country have the highest abstract conversion rates.
Internal medicine and paediatrics had higher abstract acceptance rates than surgery.
Conclusions: There was no evidence of a decline in overall abstract publication rates between 1995 and 2005.
These findings are at variance with some earlier studies that indicated that the abstract publication rates were declining within gastroenterology.
Full texts were obtained and a third analyst scrutinized the papers for the details to verify that the abstract CR rates and reported cases were accurately reported.
In this study, each abstract was rated by three randomly-assigned reviewers, therefore, a one-way random-effects model for ICC calculations is the most appropriate[ 12, 13].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com