Case for a preprints index

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Presentation transcript:

Case for a preprints index

1. Scientists search multiple sources

How life sciences researchers search for academic literature https://figshare.com/articles/Europe_PMC_Literature_Search_User_Research_Report/4789744

2. The collection is (re)used.

15-20,000 papers per year mention PubMed Enables writing of systematic reviews, QA and reproducibility, deep learning, algorithm development Characterization of the mechanism of drug-drug interactions from PubMed using MeSH terms. Important Difference to Infer Changes in Health Related Quality of Life - A Systematic Review. A Case Study on Sepsis Using PubMed and Deep Learning for Ontology Learning The quality of the reported sample size calculations in randomized controlled trials indexed in PubMed.

3. Use cases that rely on good metadata.

Integrated research, impact assessment, compliance monitoring Articles People Institutions Reused from: seier+seier, Flickr Data Reused from: Images Money, Flickr Funders

4. Driving development and adoption of standards

Metadata standards are not static ORCIDs Article types Identifiers for funders, institutions, reagents Data citation Author roles Versions management

5. Community-driven resources save time and meet community needs

Scaling the efforts of a few