Evidence map›Paper›PMID 41256238›Full record

ArticleRisk management and healthcare policy2025

Daily Improvement in APACHE II Score (APACHE/m) and Outcomes in ICU Trauma Patients.

Pao-Jen Kuo, Sheng-En Chou, Hang-Tsung Liu, Ching-Hua Tsai, Ching-Hua Hsieh

Abstract read
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Article in Risk management and healthcare policy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Pao-Jen Kuo *Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University and College of Medicine, Kaohsiung, 83301, Taiwan.ORCID 0000-0003-0430-6843
Sheng-En Chou *Department of General Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University and College of Medicine, Kaohsiung, 83301, Taiwan.
Hang-Tsung LiuDepartment of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, 833, Taiwan.
Ching-Hua TsaiDepartment of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, 833, Taiwan.
Ching-Hua HsiehDepartment of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University and College of Medicine, Kaohsiung, 83301, Taiwan.ORCID 0000-0002-0945-2746

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The Acute Physiology and Chronic Health Evaluation II (APACHE II) is a widely used intensive care unit (ICU) severity score; however, it provides only an admission snapshot. Therefore, we introduced a novel metric, APACHE/m (average daily decrease in APACHE II score during ICU stay), to examine whether faster physiological improvement was correlated with better outcomes in ICU trauma patients. Methods: This retrospective cohort study was conducted at a level I trauma center. Participants comprised 1784 adult trauma patients admitted to the ICU (2016-2023) who survived ICU discharge were included in this study. The APACHE II scores at ICU admission and discharge were recorded. APACHE/m was calculated as the decrease in APACHE II divided by the length of stay in the ICU. We analyzed the ability of APACHE/m to predict post-ICU in-hospital mortality and compared outcomes between the high and low APACHE/m groups. Propensity score matching (1:1) was used to adjust for initial injury severity and comorbidities. Results: Hospital mortality after ICU discharge was 2.3% (41/1784). APACHE/m alone showed poor discrimination for mortality (AUC = 0.57). In the unmatched cohort, mortality was 2.6% in high APACHE/m patients (>1.03 points/day) vs 2.0% in low APACHE/m patients (≤1.03), P = 0.523. After matching (199 pairs), high APACHE/m patients had longer hospital stays (median, 14 vs 12 days, P = 0.005) and higher mortality (3.5% vs 0%, P = 0.022) than matched low APACHE/m patients. Conclusion: A rapid APACHE II score decline (high APACHE/m) did not predict improved survival in ICU trauma patients. Paradoxically, the patients with the fastest APACHE II improvements had similar or worse late outcomes, likely because they were initially more critically ill. Thus, initial severity remains an important predictor of outcomes than the ICU recovery rate.

Indexed as

APACHE IIintensive care unitmortalityprognosistrauma

Identifiers

PMID41256238
PMCPMC12622357

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.