Screening for in vitro systematic reviews: a comparison of screening methods and training of a machine learning classifier.

"the study protocol for the comparison of screening methods is available at https://osf io/cq48b/ .; the study protocol for the development of a machine learning classifier is available at https://osf io/bjsp2/ . data availability data and code used in the analysis are available on github ( https://github com/emma-wilson/in-vitro-screening ) and are shared under a creative commons attribution 4 0 international license."

"data availability data and code used in the analysis are available on github ( https://github com/emma-wilson/in-vitro-screening ) and are shared under a creative commons attribution 4 0 international license."

"Competing Interests The authors declare that there are no competing interests associated with the manuscript."

"Funding S.K.M. and F.C. were supported by the German Federal Ministry of Education and Research (BMBF) under the Confirmatory Preclinical Studies and Systematic Reviews Initiative [grant number 01KC190]."