Evidence map›Paper›PMID 40862291›Full record

ArticleRisk management and healthcare policy2025

Application of Modified Early Warning Score System (MEWS) in the Assessment of Disease Condition and Prognosis of Patients After Neurosurgical Procedure or Intervention.

Ping Liu, Jiao Xu, Yuhua Liu, Xuexuan Wang, Qili Tan, Ying Wang

Abstract read
In one paragraph

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 1 paper.

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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Ping Liu *Neurosurgery Department, Chinese People's Liberation Army Special Medical Center, Chongqing, 400042, People's Republic of China.
Jiao Xu *Neurosurgery Department, Chinese People's Liberation Army Special Medical Center, Chongqing, 400042, People's Republic of China.
Yuhua LiuNeurosurgery Department, Chinese People's Liberation Army Special Medical Center, Chongqing, 400042, People's Republic of China.
Xuexuan WangNeurosurgery Department, Chinese People's Liberation Army Special Medical Center, Chongqing, 400042, People's Republic of China.
Qili TanNeurosurgery Department, Chinese People's Liberation Army Special Medical Center, Chongqing, 400042, People's Republic of China.
Ying WangNursing Department, Renji Hospital, School of Medicine, Chongqing University, Chongqing, 400062, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To evaluate the safety and clinical utility of the corrected Modified Early Warning Score (MEWS) system in predicting postoperative clinical deterioration and long-term prognosis in neurosurgical patients. Methods: A prospective cohort study was conducted on 344 neurosurgical patients admitted between December 2021 and April 2022. Physiological parameters including axillary temperature, respiratory rate, heart rate, systolic blood pressure, arterial oxygen saturation, and consciousness level were systematically recorded. Patients were monitored for clinical deterioration and final outcomes over a 90-day postoperative period. Receiver operating characteristic (ROC) curve analysis was performed with 90-day mortality as the primary endpoint. Results: The study demonstrated a significant correlation between elevated corrected MEWS scores and clinical severity (p<0.001). ROC analysis revealed excellent predictive accuracy for 90-day mortality (AUC=0.944), with an optimal cutoff value of 4.5 points demonstrating high sensitivity (92.9%) and specificity (82.0%). The maximum Youden's index of 0.749 further confirmed the robust discriminative capacity of this threshold. Conclusion: The corrected MEWS scoring system shows strong predictive validity for postoperative clinical deterioration and long-term outcomes in neurosurgical patients.

Indexed as

after neurosurgerycheck MEWScorrection and improvement of early warning scoreprognostic assessment

Identifiers

PMID40862291
PMCPMC12372822

What Socratic holds

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LicenceCC BY-NC
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Registered trials

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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.