Evidence map›Paper›PMID 33736724›Full record

ArticleInfection control and hospital epidemiology2021

A "resistance calculator": Simple stewardship intervention for refining empiric practices of antimicrobials in acute-care hospitals.

Shani Zilberman-Itskovich, Nathan Strul, Khalil Chedid, Emily T Martin, Akram Shorbaje, Itzhak Vitkon-Barkay, Gil Marcus, Leah Michaeli, Mor Broide, Matar Yekutiel and 14 more

Registry-linked trialAbstract read
In one paragraph

Article in Infection control and hospital epidemiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05304221 (Prospective Validation of the "Shamir Resistance Calculator"), which is not on this 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.

NCT05304221 unknown statusnot on this mapstarted 2023, after this paper: background citation

Prospective Validation of the "Shamir Resistance Calculator": an Interventional Crossover Trial to Improve Empiric Prescription of Antimicrobials in Acute Care Hospitals.

Typeobservational_patient_registrySponsorDror MarChaim, MDRan2023 to 2025Enrolled1,500ConditionsSepsisArmsShamir Resistance Calculator
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

24 authors.

Shani Zilberman-ItskovichShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.ORCID 0000-0002-9289-4392
Nathan StrulShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Khalil ChedidUniversity of Michigan School of Public Health, Ann Arbor, Michigan, United States.
Emily T MartinUniversity of Michigan School of Public Health, Ann Arbor, Michigan, United States.
Akram ShorbajeShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Itzhak Vitkon-BarkayShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Gil MarcusShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Leah MichaeliSackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel.
Mor BroideSackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel.
Matar YekutielShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Yarden ZoharShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Hadas RazinShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Amitai LowShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Ariela StruloviciShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Boaz IsraeliShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
Gal GevaShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.
David E KatzShaare Zedek Medical Center, the Hebrew University Hadassah Medical School, Jerusalem, Israel.
Eli Ben-ChetritShaare Zedek Medical Center, the Hebrew University Hadassah Medical School, Jerusalem, Israel.
Mutaz DodinShaare Zedek Medical Center, the Hebrew University Hadassah Medical School, Jerusalem, Israel.
Sorabh DharDetroit Medical Center, Detroit, Michigan, United States.
Leo Milton ParsonsDetroit Medical Center, Detroit, Michigan, United States.
Abdiel Ramos-MercadoDetroit Medical Center, Detroit, Michigan, United States.
Keith S KayeUniversity of Michigan Medical School, Ann Arbor, Michigan, United States.
Dror MarchaimShamir (Assaf Harofeh) Medical Center, Zerifin, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveIn the era of widespread resistance, there are 2 time points at which most empiric prescription errors occur among hospitalized adults: (1) upon admission (UA) when treating patients at risk of multidrug-resistant organisms (MDROs) and (2) during hospitalization, when treating patients at risk of extensively drug-resistant organisms (XDROs). These errors adversely influence patient outcomes and the hospital's ecology. DESIGN AND

settingRetrospective cohort study, Shamir Medical Center, Israel, 2016. PATIENTS: Adult patients (aged >18 years) hospitalized with sepsis.

methodsLogistic regressions were used to develop predictive models for (1) MDRO UA and (2) nosocomial XDRO. Their performances on the derivation data sets, and on 7 other validation data sets, were assessed using the area under the receiver operating characteristic curve (ROC AUC).

resultsIn total, 4,114 patients were included: 2,472 patients with sepsis UA and 1,642 with nosocomial sepsis. The MDRO UA score included 10 parameters, and with a cutoff of ≥22 points, it had an ROC AUC of 0.85. The nosocomial XDRO score included 7 parameters, and with a cutoff of ≥36 points, it had an ROC AUC of 0.87. The range of ROC AUCs for the validation data sets was 0.7-0.88 for the MDRO UA score and was 0.66-0.75 for nosocomial XDRO score. We created a free web calculator (https://assafharofe.azurewebsites.net).

conclusionsA simple electronic calculator could aid with empiric prescription during an encounter with a septic patient. Future implementation studies are needed to evaluate its utility in improving patient outcomes and in reducing overall resistances.

Indexed as

Anti-Infective AgentsSepsisAdultHospitalsHumansRetrospective StudiesROC CurveAnti-Infective Agents

Identifiers

PMID33736724
PMCPMC8459314

What Socratic holds

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Registered trials

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.