Evidence map›Paper›PMID 42907275›Full record

ArticleSurgery2026

Accounting for urgency: Implications of risk adjustment for surgical site infection after emergency colon surgery at safety net hospitals.

Nina M Clark, Griffen Allen, Alexandra H Hernandez, Devin Gaskins, Dustin R Long, Christopher P Childers, Charles Liu, John W Scott, Erika Bisgaard

Abstract read
In one paragraph

Article in Surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Nina M ClarkDepartment of Surgery, University of Washington, Seattle, WA. Electronic address: clarkninam@gmail.com.
Griffen AllenDepartment of Surgery, University of Washington, Seattle, WA.
Alexandra H HernandezDepartment of Surgery, University of Washington, Seattle, WA.
Devin GaskinsDepartment of Surgery, University of Washington, Seattle, WA.
Dustin R LongDepartment of Anesthesia and Pain Medicine, University of Washington, Seattle, WA.
Christopher P ChildersDepartment of Surgery, University of Washington, Seattle, WA. Electronic address: http://twitter.com/cchildersmd.
Charles LiuDepartment of Surgery, University of Washington, Seattle, WA.
John W ScottDivision of Trauma, Burn, and Critical Care, Department of Surgery, University of Washington, Seattle, WA. Electronic address: http://twitter.com/drjohnscott.
Erika BisgaardDivision of Trauma, Burn, and Critical Care, Department of Surgery, University of Washington, Seattle, WA. Electronic address: http://twitter.com/erika_bisgaard.

Funding

Renewal: Gastrointestinal Surgery Outcomes Research FellowshipT32DK070555 · NIDDK · UNIVERSITY OF WASHINGTON · PI FLUM, DAVID R · 2010 to 2024
$3.6M
Insurance Coverage and Workforce Incentives to Improve Access to Surgical CareR01DK137466 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Andrew Mounir Ibrahim, Jonathan William Scott · 2023 to 2026
$1.5M
NIDDK NIH HHS R01 DK137466NIDDK NIH HHS T32 DK070555
6 · The paper itself

Abstract

backgroundColon operations performed for urgent indications or trauma are associated with a higher risk of surgical site infection. Prior models for surgical site infection surveillance did not account for this urgency, potentially yielding inadequate risk adjustment for surgical site infection at safety net hospitals that perform a disproportionate number of these emergency operations.

methodsWe used data from the 2021 Healthcare Cost and Utilization Project State Inpatient and Emergency Department Databases from California and Florida. We evaluated index encounters during which colon surgery was performed, excluding hospitals performing <25 colon operations per year. We calculated risk- and reliability-adjusted surgical site infection rates, first adjusting for covariables modeled on the 2015 baseline National Healthcare Safety Network surgical site infection surveillance model, which did not account for trauma or emergency status: comorbidity index, diabetes, obesity, and endoscopic/laparoscopic approach; and subsequently adjusting for National Healthcare Safety Network-based covariables plus an indicator of emergency surgery. We then evaluated whether including this indicator affected the adjusted risk of surgical site infection among safety net hospitals and non-safety net hospitals.

resultsWe identified 360 hospitals that performed >25 colon operations in 2021, including 79 (22%) safety net hospitals. Safety net hospitals were more likely to be in the highest quintile of adjusted surgical site infection risk using the National Healthcare Safety Network-based covariates alone (P < .05) but not after adding the emergency surgery indicator to the model. The proportion of safety net hospitals in the highest quintile of adjusted surgical site infection risk decreased after accounting for emergency surgery.

conclusionModifying risk adjustment models to include emergency status may reduce inadequate adjustment of surgical site infection risk after colon surgery, with important financial implications for safety net hospitals in the era of value-based incentives.

Identifiers

PMID42907275
PMCPMC13693541

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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.