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We will use supervised machine learning to screen over 300,000 scientific articles, combining terms related to CCVW and human health. Here, we outline a protocol using machine learning approaches to systematically synthesize global evidence on the relationship between climate change, climate variability, and weather (CCVW) and human health. Compounding this, an exponentially increasing literature means that conventional evidence synthesis methods are no longer sufficient or feasible. Yet there has been relatively limited synthesis of key insights and trends at a global scale across fragmented disciplines. Health is not only affected by climate change via many causal pathways, but also by the emissions that drive climate change and their co-pollutants. Dangour, Conceptualization, Funding Acquisition, Methodology, Project Administration, Supervision, Writing – Review & Editing 3Ĭlimate change is already affecting health in populations around the world, threatening to undermine the past 50 years of global gains in public health. Haddaway, Funding Acquisition, Methodology, Writing – Review & Editing, 2, 4, 5 Andy Haines, Funding Acquisition, Methodology, Writing – Review & Editing, 3 Kristine Belesova, Funding Acquisition, Methodology, Writing – Review & Editing, 3 and Alan D. Minx, Conceptualization, Funding Acquisition, Methodology, Project Administration, Software, Supervision, Writing – Review & Editing, 1, 2 Pauline Scheelbeek, Conceptualization, Funding Acquisition, Methodology, Project Administration, Writing – Review & Editing, 3 Neal R.

Sietsma, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Software, Visualization, Writing – Original Draft Preparation, 1 Max Callaghan, Data Curation, Formal Analysis, Methodology, Project Administration, Software, Visualization, Writing – Original Draft Preparation, 1, 2 Ja C. Lea Berrang-Ford, Conceptualization, Funding Acquisition, Methodology, Project Administration, Supervision, Visualization, Writing – Original Draft Preparation, a, 1 Anne J.