
Max Callaghan
@MaxCallaghan5
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Postdoctoral researcher @PIK_Climate on natural language processing and climate science.
Joined February 2020
Our work using machine learning to map out a "topography" of climate change research, with Jan Minx and @piersforster .
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RT @PIK_Climate: 🆕 PIK-led research work in @ClimateActionSN generates the map of research on #ClimatePolicy from 85,000 individual studies….
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There is a lot more to do on improving and evaluating stopping criteria. We set out a blueprint for some of this in the paper, but it requires lots of engagement and further work, some of which is already happening - e.g. in DESTINY @wellcometrust.
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To help users navigate this landscape, we argue that organisations like @cochranecollab and @CampbellReviews need to update their methodological guidance to help users distinguish between well-justified and ill-justified stopping criteria 12/N.
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We also argue that software providers (@Covidence @EPPIReviewer @asreviewlab @rayyanapp @evidencepartner @PICO_Portal) need to provide better guidance on how their ML-prioritisation tools can be used responsibly (i.e. with appropriate stopping criteria). 11/N.
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There is also lots of great software that allows scientists the opportunity to benefit from AI/ML for screening without needing to program: @Covidence @EPPIReviewer @asreviewlab @rayyanapp @evidencepartner @PICO_Portal , . 3/N.
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RT @ESRIDublin: Today, we have published a new research bulletin titled 'The impact of planning and regulatory delays for energy infrastruc….
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RT @PeteOlusoga: This isnt going where you think it is. 🧵. One of the most annoying things about children is that they want you to stop wha….
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