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Peer-reviewed methods
The following are studies that detail the specific methods Atropos uses to deliver rapid Real-World Evidence.
July 2014. Longhurst CA, Harrington RA, Shah NH. PMID: 25006150
March 2018. Schuler A, Callahan A, Jung K, Shah NH. PMID: 29396125
March 2019. Gombar S, Callahan A, Califf R, Harrington R, Shah NH. PMID: 31304364
March 2021 Callahan A, Polony V, Posada J, Banda J, Gombar S, Shah N. PMID: 33712854
September 2021 Callahan A, Gombar S, Cahan E, Jung K, Steinberg E, Polony V, Morse K, Tibshirani R, Hastie T, Harrington R, Shah N.
Authors at Stanford HAI evaluate LLMs credibility for clinical use, underscoring the importance of trustwort...
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An article titled, “Screening for Metabolic Dysfunction-Associated Steatotic Liver Disease in Patients With Type 2 Diabetes: Are We Doing Enough?”...
An article titled, “Major depressive disorder in multiple sclerosis associated with differences in disease modifying therapy and demographics,” was...
A paper titled, “Introducing Answered with Evidence – A framework for evaluating whether large language model (LLM) responses to biomedical...
An article titled, “Comparison of the rates of emergent otologic adverse events following mRNA COVID-19 versus influenza vaccination: a matched...
A letter to the editor titled, “Association of Semaglutide and NAION Reviewed,” was published in JAMA Ophthalmology by Dr. David Klonoff and Atropos...
A paper titled, “Introducing Answered with Evidence - A framework for evaluating whether large language model (LLM) responses to biomedical...
A paper titled, “RWESummary: A Framework and Test for Choosing Large Language Models to Summarize Real-World Evidence (RWE) Studies,” was published...
An article titled, “Neuroendocrine cells orchestrate regeneration through Desert hedgehog signaling,” was published in Cell by authors William Kong,...
A manuscript titled, “Answering real-world clinical questions using large language model, retrieval-augmented generation, and agentic systems,” was...