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Synthesizing clinical evidence largely relies on systematic reviews of clinical trials and retrospective analyses from medical literature.
Validity of the agency for healthcare research and quality clinical practice guidelines: how quickly do guidelines become outdated?
Shekelle, P. G. et al · 2001
Earlier work this paper cites.
The unified medical language system (umls): integrating biomedical terminology
Bodenreider, O · 2004
Earlier work this paper cites.
Mpnet: Masked and permuted pre-training for language understanding (2020)
Song, K., Tan, X., Qin, T., Lu, J. & Liu, T.-Y · 2004
Earlier work this paper cites.
How to do a meta-analysis
Field, A. P. & Gillett, R · 2010
Earlier work this paper cites.
Statistical algorithms in review manager 5
Deeks, J. J. & Higgins, J. P · 2010
Earlier work this paper cites.
Semi-automated screening of biomedical citations for systematic reviews
Wallace, B. C., Trikalinos, T. A., Lau, J., Brodley, C. & Schmid, C. H · 2010
Earlier work this paper cites.
Randomized, controlled trials, observational studies, and the hierarchy of research designs
Concato, J., Shah, N. & Horwitz, R. I · 2017
Earlier work this paper cites.
Analysis of the time and workers needed to conduct systematic reviews of medical interventions using data from the prospero registry
Borah, R., Brown, A. W., Capers, P. L. & Kaiser, K. A · 2017
Earlier work this paper cites.
A test collection for evaluating retrieval of studies for inclusion in systematic reviews
Scells, H. et al · 2017
Earlier work this paper cites.
Clef 2018 technologically assisted reviews in empirical medicine overview
Kanoulas, E., Li, D., Azzopardi, L. & Spijker, R · 2018
Earlier work this paper cites.
Toward systematic review automation: a practical guide to using machine learning tools in research synthesis
Marshall, I. J. & Wallace, B. C · 2019
Earlier work this paper cites.
Large scale empirical evaluation of machine learning for semi-automating citation screening in systematic reviews
Trikalinos, T. et al · 2019
Earlier work this paper cites.
Language models are few-shot learners
Brown, T. et al · 2020
Earlier work this paper cites.
Retrieval-augmented generation for knowledge-intensive nlp tasks
Lewis, P. et al · 2020
Earlier work this paper cites.
Decision makers need constantly updated evidence synthesis
Elliott, J. et al · 2021
Earlier work this paper cites.
Most cochrane reviews have not been updated for more than 5 years
Hoffmeyer, B. D., Andersen, M. Z., Fonnes, S. & Rosenberg, J · 2021
Earlier work this paper cites.
Generating (factual?) narrative summaries of RCTs: Experiments with neural multi-document summarization
Wallace, B. C., Saha, S., Soboczenski, F. & Marshall, I. J · 2021
Cited alongside, same era.
The prisma 2020 statement: an updated guideline for reporting systematic reviews
Page, M. J. et al · 2021
Cited alongside, same era.
Data extraction methods for systematic review (semi) automation: Update of a living systematic review
Schmidt, L. et al · 2021
Cited alongside, same era.
Ai chains: Transparent and controllable human-ai interaction by chaining large language model prompts
Wu, T., Terry, M. & Cai, C. J · 2022
Cited alongside, same era.
Chain-of-thought prompting elicits reasoning in large language models
Wei, J. et al · 2022
Cited alongside, same era.
Can chatgpt write a good boolean query for systematic review literature search?
Human-ai collaboration to identify literature for evidence synthesis (2023)
Spillias, S. et al · 2023
Later among the works it cites.
https://www.nlm.nih.gov/bsd/medline_pubmed_production_stats.html
Medline pubmed production statistics · 2024
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Literature search sandbox: a large language model that generates search queries for systematic reviews
Adam, G. P. et al · 2024
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A span-based model for extracting overlapping pico entities from randomized controlled trial publications
Zhang, G. et al · 2024
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Closing the gap between open source and commercial large language models for medical evidence summarization
Zhang, G. et al · 2024
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Gpt-4 technical report (2024)
OpenAI · 2024
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Wang, S., Scells, H., Koopman, B. & Zuccon, G · 2023
Cited alongside, same era.
Jointly extracting interventions, outcomes, and findings from rct reports with llms
Wadhwa, S., DeYoung, J., Nye, B., Amir, S. & Wallace, B. C · 2023
Cited alongside, same era.
Assessing the ability of chatgpt to screen articles for systematic reviews
Syriani, E., David, I. & Kumar, G · 2023
Cited alongside, same era.
Summarizing, simplifying, and synthesizing medical evidence using gpt-3 (with varying success)
Shaib, C. et al · 2023
Cited alongside, same era.
Ai-generated text may have a role in evidence-based medicine
Peng, Y., Rousseau, J. F., Shortliffe, E. H. & Weng, C · 2023
Cited alongside, same era.
Towards automated meta-analysis of clinical trials: An overview
Christopoulou, S. C · 2023
Cited alongside, same era.
Appraising the potential uses and harms of llms for medical systematic reviews
Yun, H., Marshall, I., Trikalinos, T. & Wallace, B. C · 2023
Cited alongside, same era.
Closest in time.
Types of cancer treatment
National Cancer Institute · 2024
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How ai is being used to accelerate clinical trials
Hutson, M · 2024
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Pubmed and beyond: biomedical literature search in the age of artificial intelligence
Jin, Q., Leaman, R. & Lu, Z · 2024
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Yun, H. S., Pogrebitskiy, D., Marshall, I. J. & Wallace, B. C · 2024
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Leveraging generative ai for clinical evidence synthesis needs to ensure trustworthiness
Zhang, G. et al · 2024
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Factpico: Factuality evaluation for plain language summarization of medical evidence
Joseph, S. A. et al · 2024
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Hallucination rates and reference accuracy of chatgpt and bard for systematic reviews: Comparative analysis
Chelli, M. et al · 2024
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Introducing the claude 3 family
Anthropic · 2024
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Entrez programming utilities help
National Center for Biotechnology Information (NCBI) · 2024
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