Positive Urinalysis Criteria Using a Machine Learning Approach

Development of a Positive Urinalysis Criteria Using a Machine Learning Approach

Urgent Message: There are no consensus definitions for what defines a “positive” urinalysis in the pediatric population. This secondary analysis of data from a quality improvement project in a network of pediatric urgent care centers used a machine learning approach to determine which variables on urinalysis most strongly predict a subsequently positive urine culture. Kari Flicker, BS; Jessica Parrott, DNP, CPNP-PC, CNE; Tammy Speerhas, DNP, FNP-C; Turaj Vazifedan, DHSc; Theresa Guins, MD; Jeffrey Bobrowitz, MD; Anne McEvoy, MD; Jade Eves, PA-C; Debra Conrad, MD; Benjamin Klick, MD Citation: Flicker K, …
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Headache and Migraine Pathways in Pediatric Urgent Care

Development and Implementation of a Headache and Migraine Pathway in Pediatric Urgent Care: A Quality Improvement Initiative

Urgent Message: There are an estimated 250,000 visits annually associated with pediatric headaches in the United States, 84% of which are not treated according to best evidence-based practice (EBP). The development of an EBP headache and migraine pathway in a pediatric urgent care improved access to evidence-based guidelines and increased clinician confidence and knowledge regarding the diagnosis and management of headaches in children. Sarah J. Nembu, DNP, APRN, FNP-C, CPNP-AC; Melissa R. Penkalski, DNP, APRN, CPNP-PC, AE-C Citation: Nembu SJ, Penkalski MR. Development and Implementation of a Headache and Migraine …
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Major Adverse Cardiovascular Events Referred

Major Adverse Cardiovascular Events in Patients with Chest Pain And Moderate Heart Risk Scores Who Were Referred For An Expedited Outpatient Cardiology Evaluation: A Multi-Center Descriptive Study

Urgent Message: Patients with a moderate-risk HEART score referred from an urgent care center for an expedited outpatient cardiology evaluation were found to have a very low rate of MACE and no occurrence of ischemic cardiac deaths. Citation: Thomson N, Barbarash S, Lebron-Gallagher D, Julson H, Weinstock M. Major Adverse Cardiovascular Events in Patients with Chest Pain And Moderate Heart Risk Scores Who Were Referred For An Expedited Outpatient Cardiology Evaluation: A Multi-Center Descriptive Study. J Urgent Care Med. 2024; 18(11): 28-32 Nick Thomson, MD; Svetlana Barbarash, MD; Deloros Lebron-Gallagher, …
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Fast Track Improves Patient Flow

Fast Track Improves Patient Flow and Wait Times in the Pediatric Urgent Care: A Quality Improvement Project

Urgent Message: Fast trackmodels aim to improve patient throughput metrics for low-acuity patients. In this quality improvement project, a process for fast track in the pediatric urgent care significantly improved patient flow. Hayley L. Ross, MD; Sandra P. Spencer, MD; Traci Ertle, MSN, RN, CPEN; Anthony Watkins, MSN, RN, NE-BC; Mark Feldman, MD; Derrek Massanari, MD, MPH; Bernadette Johnson, MD; Alexandria J. Wiersma, MD Citation: Ross HL, Spencer SP, Ertle T, Watkins A, Feldman M, Massanari D, Johnson B, Wiersma AJ. Fast Track Improves Patient Flow and Wait Times in …
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Tachycardia Urgent Care Return Visits

Return Visits and Hospitalization Rates of Adult Patients Discharged with Tachycardia After an Urgent Care Visit: A Retrospective Cohort Study

Urgent Message: Patients discharged from an urgent care clinic with tachycardia were found to have significantly higher odds of return visits to the urgent care and emergency department as well as higher odds of being admitted to the hospital within 7 days compared to non-tachycardic patients. Vitoria Regina Nunes Maia, MD; Ryan Loh, PhD; Michael Weinstock, MD; Lindsey E. Fish, MD Citation: Maia VRN, Loh R, Weinstock M, Fish L. Return Visits and Hospitalization Rates of Adult Patients Discharged with Tachycardia After an Urgent Care Visit: A Retrospective Cohort Study …
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