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Causal inference for planning randomised critical care trials: Protocol for a scoping review.

Benjamin Skov Kaas-HansenAnders GranholmCarl Thomas AnthonMaj-Brit Nørerregaard KjaerPraleene SivapalanMathias MaagaardOlav Lilleholt SchjørringSteen Kåre FagerbergKaren Louise EllekjaerJesper MølgaardClaus Thorn EkstrømMorten Hylander MöllerAnders Perner
Published in: Acta anaesthesiologica Scandinavica (2022)
The outlined scoping review aims to assess the use of causal inference methods and secondary data for planned predictive enrichment in randomised critical care trials. This will help guide methodological improvements to increase the utility, and facilitate the use, of causal inference estimates when planning such trials in the future.
Keyphrases
  • clinical trial
  • single cell
  • open label
  • double blind
  • study protocol
  • randomized controlled trial
  • placebo controlled
  • electronic health record
  • machine learning