Evidence map›Paper›PMID 39901084›Full record

ArticleInternational journal of emergency medicine2025

Oakland score to identify low-risk patients with lower gastrointestinal bleeding performs well among emergency department patients.

Daniel D DiLena, Sean C Bouvet, Madeline J Somers, Maqdooda A Merchant, Theodore R Levin, Adina S Rauchwerger, Dana R Sax

Abstract read
In one paragraph

Article in International journal of emergency medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
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

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

3 citing papers in PubMed.

  1. Article
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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

7 authors.

Daniel D DiLenaDivision of Research, Kaiser Permanente Northern California, 4480 Hacienda Dr, Pleasanton, CA, 94588, USA. Daniel.D.DiLena@kp.org.
Sean C BouvetDepartment of Emergency Medicine, Kaiser Permanente San Francisco Medical Center, San Francisco, CA, USA.
Madeline J SomersDivision of Research, Kaiser Permanente Northern California, 4480 Hacienda Dr, Pleasanton, CA, 94588, USA.
Maqdooda A MerchantDivision of Research, Kaiser Permanente Northern California, 4480 Hacienda Dr, Pleasanton, CA, 94588, USA.
Theodore R LevinDivision of Research, Kaiser Permanente Northern California, 4480 Hacienda Dr, Pleasanton, CA, 94588, USA.
Adina S RauchwergerDivision of Research, Kaiser Permanente Northern California, 4480 Hacienda Dr, Pleasanton, CA, 94588, USA.
Dana R SaxDivision of Research, Kaiser Permanente Northern California, 4480 Hacienda Dr, Pleasanton, CA, 94588, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe Oakland Score predicts risk of 30-day adverse events among hospitalized patients with lower gastrointestinal bleeding (LGIB) possibly identifying patients who may be safe for discharge. The Oakland Score has not been studied among emergency department (ED) patients with LGIB. The Oakland Score composite outcome includes re-bleeding, defined as additional blood transfusion requirements and/or a further decrease in hematocrit (Hct) >/= 20% after 24 h in clinical stability; red blood cell transfusion; therapeutic intervention to control bleeding, including surgery, mesenteric embolization, or endoscopic hemostasis; in-hospital death, all cause; and re-admission with further LGIB within 28 days. Prediction variables include age, sex, previous LGIB admission, systolic blood pressure, heart rate, and hemoglobin concentration, and scores range from 0 to 35 points, with higher scores indicating greater risk.

methodsRetrospective cohort study of adult (≥ 18 years old) patients with a primary ED diagnosis of LGIB across 21 EDs from March 1st, 2018, through March 1st, 2020. We excluded patients who were more likely to have upper gastrointestinal bleeding (esophago-gastroduodenoscopy without LGIB evaluation), patients who left against medical advice or prior to ED provider evaluation, ED patients without active health plan membership, and patients with incomplete Oakland Score variables. We assessed predictive accuracy by reporting the area under the receiver operator curve (AUROC) and sensitivity, specificity, positive and negative predictive values, and positive and negative likelihood ratios at multiple clinically relevant thresholds.

resultsWe identified 8,283 patients with LGIB, 52% were female, mean age was 68, 49% were non-White, and 27% had an adverse event. The AUROC for predicting an adverse event was 0.85 (95% CI 0.84-0.86). There were 1,358 patients with an Oakland Score of </=8; 4.9% had an adverse event, and sensitivity of the Oakland Score at this threshold was 97% (95% CI 96%-98%).

conclusionThe Oakland Score had high predictive accuracy among ED patients with LGIB. Prospective evaluation is needed to understand if the risk score could augment ED decision-making and improve outcomes and resource utilization.

Indexed as

Emergency medicineLower gastrointestinal bleedingRisk stratification

Identifiers

PMID39901084
PMCPMC11792187

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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 OpenQuestion graph.