ArticlePloS one2021
Evaluation of automated specialty palliative care in the intensive care unit: A retrospective cohort study.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 13 citations in OpenAlex.
- Specialist palliative care in different intensive care unit populations: a retrospective longitudinal study.BMC palliative care · 2026Article
- Development and validation of a prediction score for early identification of palliative care needs for patients in the intensive care unit: a multicentre retrospective cohort study.EClinicalMedicine · 2025Article
- The Real-World Effect of Early Screening for Palliative Care Criteria in a Medical Intensive Care Unit: An Instrumental Variable Analysis.Annals of the American Thoracic Society · 2025Article
- Perceptions on Specialist Palliative Care Involvement During and After Cardiopulmonary Resuscitation: A Qualitative Study.Critical care explorations · 2024Article
- What are the triggers for palliative care referral in burn intensive care units? Results from a qualitative study based on healthcare professionals' views, clinical experiences and practices.Palliative medicine · 2024Article
- Clinical outcomes of a joint ICU and palliative care multidisciplinary rounding model: A retrospective cohort study.PloS one · 2024Article
- Palliative care phenotypes among critically ill patients and family members: intensive care unit prospective cohort study.BMJ supportive & palliative care · 2022Article
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
Abstract
introductionAutomated specialty palliative care consultation (SPC) has been proposed as an intervention to improve patient-centered care in the intensive care unit (ICU). Existing automated SPC trigger criteria are designed to identify patients at highest risk of in-hospital death. We sought to evaluate common mortality-based SPC triggers and determine whether these triggers reflect actual use of SPC consultation. We additionally aimed to characterize the population of patients who receive SPC without meeting mortality-based triggers.
methodsWe conducted a retrospective cohort study of all adult ICU admissions from 2012-2017 at an academic medical center with five subspecialty ICUs to determine the sensitivity and specificity of the five most common SPC triggers for predicting receipt of SPC. Among ICU admissions receiving SPC, we assessed differences in patients who met any SPC trigger compared to those who met none.
resultsOf 48,744 eligible admissions, 1,965 (4.03%) received SPC; 979 (49.82%) of consultations met at least 1 trigger. The sensitivity and specificity for any trigger predicting SPC was 49.82% and 79.61%, respectively. Patients who met no triggers but received SPC were younger (62.71 years vs 66.58 years, mean difference (MD) 3.87 years (95% confidence interval (CI) 2.44-5.30) p<0.001), had longer ICU length of stay (11.43 days vs 8.42 days, MD -3.01 days (95% CI -4.30 --1.72) p<0.001), and had a lower rate of in-hospital death (48.68% vs 58.12%, p<0.001).
conclusionMortality-based triggers for specialty palliative care poorly reflect actual use of SPC in the ICU. Reliance on such triggers may unintentionally overlook an important population of patients with clinician-identified palliative care needs.
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