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Behavioral economic implementation strategies to improve serious illness communication between clinicians and high-risk patients with cancer: protocol for a cluster randomized pragmatic trial.
Takvorian SU, Bekelman J, Beidas RS, Schnoll R, Clifton ABW, Salam T, Gabriel P, Wileyto EP, Scott CA, Asch DA, Buttenheim AM, Rendle KA, Chaiyachati K, Shelton RC, Ware S, Chivers C, Schuchter LM, Kumar P, Shulman LN, O'Connor N, Lieberman A, Zentgraf K, Parikh RB. Takvorian SU, et al. Among authors: kumar p. Implement Sci. 2021 Sep 25;16(1):90. doi: 10.1186/s13012-021-01156-6. Implement Sci. 2021. PMID: 34563227 Free PMC article.
Long-term Effect of Machine Learning-Triggered Behavioral Nudges on Serious Illness Conversations and End-of-Life Outcomes Among Patients With Cancer: A Randomized Clinical Trial.
Manz CR, Zhang Y, Chen K, Long Q, Small DS, Evans CN, Chivers C, Regli SH, Hanson CW, Bekelman JE, Braun J, Rareshide CAL, O'Connor N, Kumar P, Schuchter LM, Shulman LN, Patel MS, Parikh RB. Manz CR, et al. Among authors: kumar p. JAMA Oncol. 2023 Mar 1;9(3):414-418. doi: 10.1001/jamaoncol.2022.6303. JAMA Oncol. 2023. PMID: 36633868 Free PMC article. Clinical Trial.
Oncologist phenotypes and associations with response to a machine learning-based intervention to increase advance care planning: Secondary analysis of a randomized clinical trial.
Li E, Manz C, Liu M, Chen J, Chivers C, Braun J, Schuchter LM, Kumar P, Patel MS, Shulman LN, Parikh RB. Li E, et al. Among authors: kumar p. PLoS One. 2022 May 27;17(5):e0267012. doi: 10.1371/journal.pone.0267012. eCollection 2022. PLoS One. 2022. PMID: 35622812 Free PMC article. Clinical Trial.
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