Favourable discharge after cardiac arrest across APACHE IVa-predicted hospital mortality: a multicentre observational study
Gorenshtein, A.; Srour, A.; Adiniaev, Y.; Barash, Y.; Klang, E.; Daniel, O.
Show abstract
Aim: General ICU severity scores predict hospital mortality across heterogeneous populations, not recovery within one diagnosis. We described favourable discharge across the range of APACHE IVa-predicted hospital mortality after cardiac arrest, and tested whether any bedside subgroup fell below a pre-specified benchmark. Methods: Observational cohort of 3,641 first ICU admissions in 161 eICU hospitals with a cardiac-arrest diagnosis documented within 24 hours. The exposure was APACHE IVa-predicted hospital mortality; the outcome was favourable discharge (home or rehabilitation), a functional-outcome proxy. Fourteen bedside subgroups were pre-specified; the benchmark required an upper 95% bound below 5%. Results: Favourable discharge occurred in 1,039 (28.5%), falling from 78.9% in the lowest predicted-mortality decile to 4.1% in the highest (trend z, -27.2; P < 0.001). Among 2,139 patients with predicted mortality at or above 50%, 301 (14.1%; 95% CI, 12.6 to 15.6) had a favourable discharge; among 281 at or above 90%, 9 (3.2%) did. No subgroup had an upper 95% bound below 5%; the lowest was 8 of 264 (3.0%; 95% CI, 1.3 to 5.9). At a more permissive 10% benchmark, two qualified. Among 1,961 not obeying commands, 263 (13.4%) had a favourable discharge. Discrimination did not differ detectably between unfavourable functional outcome (AUROC 0.789) and in-hospital death (0.774; P = 0.078). Conclusion: Favourable discharge declined as predicted mortality rose but remained observable at the highest risk levels, and no pre-specified subgroup was bounded below 5%. A general ICU mortality estimate is not on its own evidence that a favourable outcome is absent.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Emergency calls are early indicators of ICU bed requirement during the COVID-19 epidemic 93%
- Derivation and validation of a triage tool for acutely ill adults with suspected COVID-19: The PRIEST observational cohort study 93%
- Multivariable prediction model of intensive care unit transfer and death: a French prospective cohort study of COVID-19 patients. 92%
Similar papers in this journal
Similar papers in this journal
- Use of the first National Early Warning Score recorded within 24 hours of admission to estimate the risk of in-hospital mortality in unplanned COVID-19 patients: a retrospective cohort study 94%
- The COVID-19 Critical Care Consortium observational study: Design and rationale of a prospective, international, multicenter, observational study 92%
- COVID Outcome Prediction in the Emergency Department (COPE): Development and validation of a model for predicting death and need for intensive care in COVID-19 patients 92%
Similar papers in this journal
- ABCDEF Bundle Implementation: The influence of access to bundle-enhancing supplies and equipment 91%
- Early detection of in-patient deterioration: one prediction model does not fit all 89%
- Cardiovascular disease and severe hypoxemia associated with higher rates of non-invasive respiratory support failure in COVID-19 89%
Similar papers in this journal
- The impact of atypical intrahospital transfers on patient outcomes: a mixed methods study 92%
- Calprotectin as a sepsis diagnostic marker in critical care: a retrospective observational study 90%
- Ethnic disparities in hospitalisation and hospital-outcomes during the second wave of COVID-19 infection in east London 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.