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The Journal of Allergy and Clinical... Sep 2019
Topics: Allergens; Desensitization, Immunologic; Double-Blind Method; Immunotherapy; Lolium
PubMed: 31288045
DOI: 10.1016/j.jaci.2019.06.033 -
MMW Fortschritte Der Medizin Feb 2021
Topics: Child; Cough; Double-Blind Method; Humans; Materia Medica
PubMed: 33527301
DOI: 10.1007/s15006-021-9579-2 -
Maturitas May 2023
Topics: Humans; Female; Estradiol; Primary Ovarian Insufficiency; Osteoporosis, Postmenopausal; Double-Blind Method; Bone Density
PubMed: 36958110
DOI: 10.1016/j.maturitas.2023.03.001 -
Gastroenterology Sep 2019
Topics: Celiac Disease; Diet, Gluten-Free; Double-Blind Method; Glutens; Humans
PubMed: 31233735
DOI: 10.1053/j.gastro.2019.06.024 -
European Heart Journal Dec 2019
Topics: Angina, Stable; Double-Blind Method; Humans; Nitrates; Pentaerythritol Tetranitrate; Vasodilator Agents
PubMed: 24126881
DOI: 10.1093/eurheartj/eht403 -
PloS One 2023Double-blind peer review is considered a pillar of academic research because it is perceived to ensure a fair, unbiased, and fact-centered scientific discussion. Yet,...
Double-blind peer review is considered a pillar of academic research because it is perceived to ensure a fair, unbiased, and fact-centered scientific discussion. Yet, experienced researchers can often correctly guess from which research group an anonymous submission originates, biasing the peer-review process. In this work, we present a transformer-based, neural-network architecture that only uses the text content and the author names in the bibliography to attribute an anonymous manuscript to an author. To train and evaluate our method, we created the largest authorship-identification dataset to date. It leverages all research papers publicly available on arXiv amounting to over 2 million manuscripts. In arXiv-subsets with up to 2,000 different authors, our method achieves an unprecedented authorship attribution accuracy, where up to 73% of papers are attributed correctly. We present a scaling analysis to highlight the applicability of the proposed method to even larger datasets when sufficient compute capabilities are more widely available to the academic community. Furthermore, we analyze the attribution accuracy in settings where the goal is to identify all authors of an anonymous manuscript. Thanks to our method, we are not only able to predict the author of an anonymous work but we also provide empirical evidence of the key aspects that make a paper attributable. We have open-sourced the necessary tools to reproduce our experiments.
Topics: Authorship; Deep Learning; Double-Blind Method; Electric Power Supplies; Neural Networks, Computer
PubMed: 37390072
DOI: 10.1371/journal.pone.0287611 -
Drug and Therapeutics Bulletin Feb 2024Li RHW, Lo SST, Gemzell-Danielsson K, et al. Oral emergency contraception with levonorgestrel plus piroxicam: a randomised double-blind placebo-controlled trial... (Randomized Controlled Trial)
Randomized Controlled Trial
Li RHW, Lo SST, Gemzell-Danielsson K, et al. Oral emergency contraception with levonorgestrel plus piroxicam: a randomised double-blind placebo-controlled trial [correction appears in 2023;402:850]. 2023;402:851-8.
Topics: Humans; Contraception, Postcoital; Levonorgestrel; Piroxicam; Double-Blind Method
PubMed: 38326010
DOI: 10.1136/dtb.2024.000011 -
Aesthetic Surgery Journal May 2021
Commentary on: A Randomized, Double-Blind, Split-Body, Placebo-Controlled Clinical Study to Evaluate the Efficacy and Tolerability of a Topical Firming Moisturizer for Upper Arm Rejuvenation.
Topics: Arm; Double-Blind Method; Humans; Rejuvenation
PubMed: 33599249
DOI: 10.1093/asj/sjaa307 -
The American Journal of Gastroenterology Feb 2021
Topics: Diarrhea; Double-Blind Method; Humans; Irritable Bowel Syndrome; Ondansetron
PubMed: 33110016
DOI: 10.14309/ajg.0000000000001009 -
Nature Aug 2019
Topics: Cannabidiol; Cannabis; Double-Blind Method; Dronabinol; Drug Combinations; Humans; Motor Neuron Disease
PubMed: 31462792
DOI: 10.1038/d41586-019-02532-5