Evidence map›Paper›PMID 41211414›Full record

ArticleAfrican journal of emergency medicine : Revue africaine de la medecine d'urgence2025

Performance of shock index, lactate and physician's gestalt in predicting adverse events among critically ill adult patients at an Emergency Department in Tanzania.

Humphrey G Medarakini, Alphonce N Simbila, Ellen Weber, Zeinab B Hassan, Florian Vedasto, Jennifer Tesha, Rebecca N Tugara, Peter P Kunambi, Elizabeth Bernard, Said S Kilindimo

Abstract read
In one paragraph

Article in African journal of emergency medicine : Revue africaine de la medecine d'urgence, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

10 authors.

Humphrey G MedarakiniMuhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.
Alphonce N SimbilaMuhimbili National Hospital, Dar es Salaam, Tanzania.
Ellen WeberUniversity of California San Francisco, San Francisco, California, United States.
Zeinab B HassanMuhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.
Florian VedastoMuhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.
Jennifer TeshaMuhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.
Rebecca N TugaraMuhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.
Peter P KunambiMuhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.
Elizabeth BernardMuhimbili National Hospital, Dar es Salaam, Tanzania.
Said S KilindimoMuhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Physicians working in Emergency Departments (ED) must be able to identify critically ill patients likely to deteriorate and prioritize their care. While shock index, point of lactate and physician gestalt are commonly used in high-income countries to predict adverse events their applicability has not been widely tested in low-middle income countries. Methods: A prospective cohort study of all adult patients (≥18 years) triaged to the resuscitation area of Muhimbili ED in Tanzania from 1 Results: A total of 320 critically ill patients were enrolled. SI (AUC = 0.734, 95 % CI 0.658 to 0.810) achieved a sensitivity of 59.3 % and a specificity of 83.1 %. Elevated lactate (AUC = 0.819, 95 % CI 0.76 to 0.88) achieved a sensitivity of 89.8 % and a specificity of 58.2 %. Physician gestalt had an AUC = 0.877, (95 % CI 0.833 to 0.922) using the optimal probability of ≥70 % and achieved a sensitivity of 88.1 % and a specificity of 76.2 %. The AUC of physician's gestalt was significantly higher than that of SI ( Discussion: Physicians gestalt in our setting demonstrated superior predictive performance compared to shock index and a comparable performance to lactate. This supports the use of gestalt as a low-resource risk stratification tool in emergency settings. However, accuracy of gestalt may depend on physician experience.

Indexed as

Adverse eventsCritically ill patientsEmergency departmentLactatePhysician gestaltShock index

Identifiers

PMID41211414
PMCPMC12593569

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.