Covidence for Screening in Systematic Reviews: 2 Machine Learning (ML) Options & 3 Key Tips Using ML

This is brief training for using Covidence to screen the titles and abstracts of the records retrieved from the search for systematic reviews. This training includes an explanation for using automation options such as the Cochrane RCT Classifier and Active Machine Learning for Priority Screening. In addition, some explanation on using Labelling or Tagging in parallel to Records Screening, more in the following URL:
farhadinfo.med...
3 key points when using Machine Learning:
1. English Language Bias in Machine Learning
2. Completeness of Records Helps Machine Learning
3. Garbage in = Garbage Out: The machine that learns from the human is as good as the human that teaches the machine.
Delivered by Dr Farhad Shokraneh

[@damien7730]

"Promosm" 🌹