Comparison of data extraction on 6 clinical trial papers, extraction by RobotReviewer, by 3 novice data extractors, and from a published Cochrane review.

Hoang, Linh; Cao, Linh ; Guan, Yingjun; Cheng, Yi-Yun; Schneider, Jodi

doi:10.13012/B2IDB-6679875_V1

Illinois Data Bank - Dataset

Comparison of data extraction on 6 clinical trial papers, extraction by RobotReviewer, by 3 novice data extractors, and from a published Cochrane review.

Cite this dataset:

Hoang, Linh; Cao, Linh ; Guan, Yingjun; Cheng, Yi-Yun; Schneider, Jodi (2018): Comparison of data extraction on 6 clinical trial papers, extraction by RobotReviewer, by 3 novice data extractors, and from a published Cochrane review.. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-6679875_V1

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Dataset Description	This annotation study compared RobotReviewer's data extraction to that of three novice data extractors, using six included articles synthesized in one Cochrane review: Bailey E, Worthington HV, van Wijk A, Yates JM, Coulthard P, Afzal Z. Ibuprofen and/or paracetamol (acetaminophen) for pain relief after surgical removal of lower wisdom teeth. Cochrane Database Syst Rev. 2013; CD004624; doi:10.1002/14651858.CD004624.pub2 The goal was to assess the relative advantage of RobotReviewer's data extraction with respect to quality.
Subject	Social Sciences
Keywords	RobotReviewer; annotation; information extraction; data extraction; systematic review automation; systematic reviewing;
License	CC BY
Funder	U.S. National Institutes of Health (NIH)-Grant:R01LM010817
Funder	U.S. National Institutes of Health (NIH)-Grant:T15LM007059
Corresponding Creator	Jodi Schneider
Downloaded	681 times
Related Materials (12) Demonstration Computer System RobotReviewer demonstration system Article Bailey E, Worthington HV, van Wijk A, Yates JM, Coulthard P, Afzal Z. Ibuprofen and/or paracetamol (acetaminophen) for pain relief after surgical removal of lower wisdom teeth. Cochrane Database Syst Rev. 2013; CD004624; doi:10.1002/14651858.CD004624.pub2 Article Daniels S, Reader S, Berry P, Goulder M. Onset of analgesia with sodium ibuprofen, ibuprofen acid incorporating poloxamer and acetaminophen--a single-dose, double-blind, placebo-controlled study in patients with post-operative dental pain. European Journal of Clinical Pharmacology 2009;65(4):343–53. Article Hersh 2000: Hersh EV, Levin LM, Cooper SA, Doyle G, Waksman J, Wedell D, et al.Ibuprofen liquigel for oral surgery pain. Clinical Therapeutics 2000;22(11):1306–18. Paper 3 - Mehlisch 1995: Mehlisch DR, Jasper RD, Brown P, Korn SH, McCarroll K, Murakami AA. Comparative study of ibuprofen lysine and acetaminophen in patients with postoperative dental pain. Clinical Therapeutics 1995;17(5):852–60. Article Mehlisch 2010: Mehlisch DR, Aspley S, Daniels SE, Bandy DP. Comparison of the analgesic efficacy of concurrent ibuprofen and paracetamol with ibuprofen or paracetamol alone in the management of moderate to severe acute postoperative dental pain in adolescents and adults: a randomized, double- blind, placebo-controlled, parallel-group, single-dose, two- center, modified factorial study. Clinical Therapeutics 2010; 32(5):882–95. Article Mehlisch 2010a: Mehlisch DR, Aspley S, Daniels SE, Southerden KA, Christensen KS. A single-tablet fixed-dose combination of racemic ibuprofen/paracetamol in the management of moderate to severe postoperative dental pain in adult and adolescent patients: a multicenter, two-stage, randomized, double-blind, parallel-group, placebo-controlled, factorial study. Clinical Therapeutics 2010;32(6):1033–49. Article Olson 1999: Olson NZ, Otero AM, Marrero I, Tirado S, Cooper S, Doyle G, et al.Onset of analgesia for liquigel ibuprofen 400 mg, acetaminophen 1000 mg, ketoprofen 25 mg, and placebo in the treatment of postoperative dental pain. Journal of Clinical Pharmacology 2001;41(11):1238–47. Code Marshall IJ & others. RobotReviewer GitHub. https://github.com/ijmarshall/robotreviewer Article Marshall IJ, Kuiper J, & Wallace BC. RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials. Journal of the American Medical Informatics Association 2015. doi:10.1093/jamia/ocv044 Dataset Scannapieco, Frank; Hoang, Linh; Schneider, Jodi (2018): Expert assessment of RobotReviewer data extraction performance on 10 articles. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-8274875_V1 Dataset Hoang, Linh; Schneider, Jodi (2018): Citation context analysis of RobotReviewer core papers circa 2018-06. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-1075526_V1 Article Mehlisch 1995: Mehlisch DR, Jasper RD, Brown P, Korn SH, McCarroll K, Murakami AA. Comparative study of ibuprofen lysine and acetaminophen in patients with postoperative dental pain. Clinical Therapeutics 1995;17(5):852–60.

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Version	DOI	Comment	Publication Date
1	10.13012/B2IDB-6679875_V1		2018-08-06

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RelatedMaterial	update: {"datacite_list"=>["IsSupplementedBy ", "IsSupplementedBy"]}	2024-04-18T18:23:34Z
Funder	destroy: {"name"=>"U.S. National Institutes of Health (NIH)", "identifier"=>"10.13039/100000002", "identifier_scheme"=>"DOI", "grant"=>"T15LM007059", "dataset_id"=>639, "code"=>"NIH"}	2019-01-25T18:31:10Z
Funder	destroy: {"name"=>"U.S. National Institutes of Health (NIH)", "identifier"=>"10.13039/100000002", "identifier_scheme"=>"DOI", "grant"=>"R01LM010817", "dataset_id"=>639, "code"=>"NIH"}	2019-01-25T18:31:10Z