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Article

Identification of Patient-Reported Outcome Phenotypes Among Oncology Patients With Palliative Care Needs.

JCO oncology practice - 1 Oct 2021

Kaufmann Tara L, Getz Kelly D, Hsu Jesse Y, Bennett Antonia V, Takvorian Samuel U, Kamal Arif H, DeMichele Angela

Abstract excerpt

PURPOSE: Despite evidence-based guidelines recommending early palliative care, it remains unclear how to identify and refer oncology patients, particularly in settings with constrained access to palliative care. We hypothesize that patient-reported outcome (PRO) data can be used to characterize patients with palliative care needs. To determine if PRO data can identify latent phenotypes that characterize...

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Identifiers

PMID: 33760637
DOI: 10.1200/OP.20.00849
PMCID: PMC8791824

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 6 Sept 2026. Manifest publication-graph-cohort-2026-09-06.1.

Source receipt: pubmed, retrieved 6 Sept 2026.

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