ai-se / ML-assisted-SLR

Automated Systematic Literature Review
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Some crowdsourcing supporting SLR #25

Open azhe825 opened 7 years ago

azhe825 commented 7 years ago

EMBASE

As by the end of April, a total of 232 volunteers have signed up and screened more than 38,000 records identifying 1147 RCTs or quasi-RCTS. Early data on the accuracy of the crowd and the robustness of the algorithm is extremely positive with 99.8% sensitivity and 99.8% specificity.

Wallace in evidence-based medicine

Crowd labels are collected via Amazon Mechanical Turk.

FN costs 10 times more than FP.

A typical (Mechanical Turk) crowd worker might earn ≈ $1.5 / hour, while a trained physician might earn ≈ $150 /hour.