GitHub - EPPI-Centre/CochraneCOVID19Classifier: Files and notebook to recreate the model etc from RIS files

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Files and notebook to recreate the model etc from RIS files

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
1_Training_Included_20878.ris.zip		1_Training_Included_20878.ris.zip
2_Training_Excluded_38635.ris.zip		2_Training_Excluded_38635.ris.zip
3_Calibration_Included_6005.ris.txt		3_Calibration_Included_6005.ris.txt
4_Calibration_Excluded_10118.ris.txt		4_Calibration_Excluded_10118.ris.txt
5_Evaluation_Included_2310.ris.txt		5_Evaluation_Included_2310.ris.txt
6_Evaluation_Excluded_2412.ris.txt		6_Evaluation_Excluded_2412.ris.txt
Cochrane COVID-19 classifier.ipynb		Cochrane COVID-19 classifier.ipynb
LICENSE		LICENSE
README		README
pubmed.stoplist.csv		pubmed.stoplist.csv

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This repository contains data and code to replicate the results reported in: Shemilt, I., Noel-Storr, A., Thomas, J. et al. Machine learning reduced workload for the Cochrane COVID-19 Study Register: development and evaluation of the Cochrane COVID-19 Study Classifier. Syst Rev 11, 15 (2022). https://doi.org/10.1186/s13643-021-01880-6

Available at: https://systematicreviewsjournal.biomedcentral.com/articles/10.1186/s13643-021-01880-6