Assessing the accuracy of machine-assisted abstract screening with DistillerAI: a user study

Gerald Gartlehner; Gernot Wagner; Linda Lux; Lisa Affengruber; Andreea Dobrescu; Angela Kaminski-Hartenthaler; Meera Viswanathan

doi:10.1186/s13643-019-1221-3

Assessing the accuracy of machine-assisted abstract screening with DistillerAI: a user study

Gerald Gartlehner^*, Gernot Wagner, Linda Lux, Lisa Affengruber, Andreea Dobrescu, Angela Kaminski-Hartenthaler, Meera Viswanathan

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

Original language	English
Article number	277
Number of pages	10
Journal	Systematic Reviews
Volume	8
Issue number	1
DOIs	https://doi.org/10.1186/s13643-019-1221-3
Publication status	Published - 14 Nov 2019

Keywords

Systematic reviews
Machine-learning
Rapid reviews
Accuracy
Methods study

Access to Document

10.1186/s13643-019-1221-3Licence: CC BY

Cite this

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title = "Assessing the accuracy of machine-assisted abstract screening with DistillerAI: a user study",

keywords = "Systematic reviews, Machine-learning, Rapid reviews, Accuracy, Methods study",

author = "Gerald Gartlehner and Gernot Wagner and Linda Lux and Lisa Affengruber and Andreea Dobrescu and Angela Kaminski-Hartenthaler and Meera Viswanathan",

year = "2019",

month = nov,

day = "14",

doi = "10.1186/s13643-019-1221-3",

language = "English",

volume = "8",

journal = "Systematic Reviews",

issn = "2046-4053",

publisher = "BioMed Central Ltd",

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Assessing the accuracy of machine-assisted abstract screening with DistillerAI : a user study. / Gartlehner, Gerald; Wagner, Gernot; Lux, Linda; Affengruber, Lisa; Dobrescu, Andreea; Kaminski-Hartenthaler, Angela; Viswanathan, Meera.

In: Systematic Reviews, Vol. 8, No. 1, 277, 14.11.2019.

Research output: Contribution to journal › Article › Academic › peer-review

TY - JOUR

T1 - Assessing the accuracy of machine-assisted abstract screening with DistillerAI

T2 - a user study

AU - Gartlehner, Gerald

AU - Wagner, Gernot

AU - Lux, Linda

AU - Affengruber, Lisa

AU - Dobrescu, Andreea

AU - Kaminski-Hartenthaler, Angela

AU - Viswanathan, Meera

PY - 2019/11/14

Y1 - 2019/11/14

KW - Systematic reviews

KW - Machine-learning

KW - Rapid reviews

KW - Accuracy

KW - Methods study

U2 - 10.1186/s13643-019-1221-3

DO - 10.1186/s13643-019-1221-3

M3 - Article

C2 - 31727159

VL - 8

JO - Systematic Reviews

JF - Systematic Reviews

SN - 2046-4053

IS - 1

M1 - 277

ER -