Abstract
Background
Emergency departments are pressured environment where patients with supportive and palliative care needs may not be identified. We aimed to test the predictive ability of the CriSTAL (Criteria for Screening and Triaging to Appropriate aLternative care) checklist to flag patients at risk of death within 3 months who may benefit from timely end‐of‐life discussions.
Methods
Prospective cohorts of >65 year‐old patients admitted for at least one night via emergency departments in five Australian hospitals and one Irish hospital. Purpose‐trained nurses and medical students screened for frailty using two instruments concurrently, and completed the other risk factors on the CriSTAL tool at admission. Post‐discharge telephone follow‐up used to determine survival status. Logistic regression and bootstrapping techniques used to test the predictive accuracy of CriSTAL for death within 90 days of admission as primary outcome. Predictability of in‐hospital death was the secondary outcome.
Results
1,182 patients, with median age 76‐80 years (IRE‐AUS). The deceased had significantly higher mean CriSTAL with Australian mean of 8.1 (95%CI 7.7‐8.6 vs. 5.7 95%CI 5.1‐6.2) and Irish mean 7.7 (95%CI 6.9‐8.5 vs. 5.7 95%CI 5.1‐6.2). The model with Fried Frailty score was optimal for the derivation (Australian) cohort but prediction with the Clinical Frailty Scale (CFS) was also good (AUROC 0.825 and 0.81 respectively). Values for the validation (Irish) cohort were AUROC 0.70 with Fried and 0.77 using CFS. A minimum of five out of 29 variables were sufficient for accurate prediction, and a cut point of 7+ or 6+ depending on the cohort was strongly indicative of risk of death. The most significant independent predictor of short‐term death in both cohorts was frailty, carrying a two‐fold risk of death. CriSTAL's accuracy for in‐hospital death prediction was also good (AUROC 0.795 and 0.81 in Australia and Ireland respectively), with high specificity and negative predictive values.
Conclusions
The modified CriSTAL tool (with CFS instead of Fried's frailty instrument) had good discriminant power to improve certainty of short‐term mortality prediction in both health systems. The predictive ability of models is anticipated to help clinicians gain confidence in initiating earlier end‐of‐life discussions. The practicalities of embedding screening for risk of death in routine practice warrant further investigation.
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