Publications by authors named "Therese Canares"

Article Synopsis
  • Artificial intelligence clinical decision support systems (CDSS) have the potential to revolutionize telehealth by enabling remote diagnosis using unconventional data such as smartphone images, but provider trust and understanding are critical for their successful adoption.
  • A study tested different human-AI interaction methods with 121 telehealth providers to assess the effectiveness of an AI CDSS for strep throat detection, comparing traditional methods to explainable AI prototypes.
  • Results showed that while the AI CDSS improved prediction accuracy compared to conventional methods, clinicians expressed lower trust in AI's recommendations, leading to increased requests for in-person tests, highlighting the need for better human-machine collaboration in telehealth.
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Background: Yearly, more than 20,000 children experience a cardiac arrest. High-quality pediatric cardiopulmonary resuscitation (CPR) is generally challenging for community hospital teams, where pediatric cardiac arrest is infrequent. Current feedback systems are insufficient.

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Aim: More than 20,000 children experience a cardiac arrest event each year in the United States. Most children do not survive. High-quality cardiopulmonary resuscitation (CPR) has been associated with improved outcomes yet adherence to guidelines is poor.

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Ear related concerns and symptoms represent the leading indication for seeking pediatric healthcare attention. Despite the high incidence of such encounters, the diagnostic process of commonly encountered diseases of the middle and external presents a significant challenge. Much of this challenge stems from the lack of cost effective diagnostic testing, which necessitates the presence or absence of ear pathology to be determined clinically.

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AI relates broadly to the science of developing computer systems to imitate human intelligence, thus allowing for the automation of tasks that would otherwise necessitate human cognition. Such technology has increasingly demonstrated capacity to outperform humans for functions relating to image recognition. Given the current lack of cost-effective confirmatory testing, accurate diagnosis and subsequent management depend on visual detection of characteristic findings during otoscope examination.

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Background: Virtual reality (VR) has shown promise in reducing children's pain and anxiety during venipuncture, but studies on VR lack objective observations of pediatric coping. Notably, the process of capturing objective behavioral coping data can be labor- and personnel-intensive.

Objective: The primary aims of this pilot trial were to assess the feasibility of conducting a trial of VR in a pediatric emergency department and the feasibility of documenting observed coping behaviors during pediatric procedures.

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Objectives: Virtual reality (VR) therapy is growing in use and popularity during pediatric medical procedures. Currently, data that describe the hospital resources used during pediatric procedures with off-the-shelf VR games that are not tailored to medical procedures are lacking. In this study, we aimed to characterize procedural resources associated with VR use during venipuncture in a pediatric emergency department.

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Background: Acute otitis media is often misdiagnosed. Pediatric trainees learn otoscopy from supervisors who cannot concurrently view the eardrum. Digital, smartphone otoscopes show promise to improve the visibility and learning due to a concurrent view by trainees and supervisors.

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Background: Many children seeking emergency care at community hospitals require transport to tertiary centers for definitive management. Interhospital transport via ambulance versus patient's own vehicle (POV) are 2 possible modes of transport; however, presence of a peripheral venous catheter (PIV) can determine transport by ambulance. Caregiver satisfaction, patient comfort, and PIV complications related to POV transport have not been described.

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Background: In the United States (US), Medicaid capitated managed care costs are controlled by optimizing patients' healthcare utilization. Adults in capitated plans utilize primary care providers (PCP) more than emergency departments (ED), compared to fee-for-service (FFS). Pediatric data are lacking.

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Article Synopsis
  • - The study focused on reducing overcrowding in the Pediatric Emergency Department (PED) by cutting down the boarding time for patients, which was 10% longer than national benchmarks in 2015 and targeted a decrease from 173 to 156 minutes within 6 months.
  • - The quality-improvement initiative used the Plan-Do-Study-Act (PDSA) methodology, implementing strategies like improved communication and educational presentations, which successfully reduced mean boarding times to as low as 145 minutes and sustained this improvement for over a year.
  • - The efforts led by residents enhanced PED efficiency without negatively impacting patient transfers to the Pediatric Intensive Care Unit (PICU), showing that targeted education and workflow modifications can lead to better patient care
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Importance: Urgent care (UC) centers are a growing option to address children's acute care needs, which may cause unanticipated changes in health care use.

Objectives: To identify factors associated with high UC reliance among children enrolled in Medicaid and examine the association between UC reliance and outpatient health care use.

Design, Setting, And Participants: A retrospective cohort study used deidentified data on 4 133 238 children from the Marketscan Medicaid multistate claims database to calculate UC reliance and outpatient health care use.

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Introduction: Pediatric urgent care (UC) utilization patterns have been studied in Medicaid enrollees, but not in those with private insurance.

Methods: Utilization patterns of UC at a suburban pediatric primary care practice with patients with private health insurance were reviewed. Descriptive data were obtained.

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Low-income children with high caries risk are disproportionately affected by poor access to dental care. Retail-based clinics (RBCs) can provide accessible ancillary oral health care. The purposes of this study were: (1) to measure caregivers' acceptance rate of an oral health screening, fluoride varnish (FV) application, and caries risk assessment offered to children on a walk-in basis in an RBC; and (2) to categorize the caries risk and demographics among the participants.

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Objective: To assess healthcare utilization patterns associated with high (≥3 visits/year) urgent care utilization.

Study Design: Retrospective analysis of 2 723 792 children who were less than 19 years of age in the 2013 Marketscan Medicaid database. Healthcare utilization categorized as inpatient, emergency department, urgent care, well-child primary care provider (PCP), acute PCP, and specialist visits was documented for 4 groups.

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As Urgent Care Centers (UCCs) multiply, more children receive care in this setting. Little is known about UCC providers' perspectives on the management of common pediatric conditions. The objectives of this study are to describe the perceptions of UCC providers and identify challenges they face regarding common pediatric conditions.

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Providers in pediatric emergency departments (ED) frequently encounter a variety of life-threatening respiratory illnesses. This article reviews current updates on the management and unique adjuncts for 3 common respiratory illnesses. Discussed first is bronchiolitis and the impact of high flow nasal cannula on reducing the need for intubation.

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