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The Scoop, Vol. 12 Issue 11, February 2026, Health Sciences Library

Volume 12

Latest news and updates from the Health Sciences Library in our monthly newsletter for February 2026. Please see page 2 for a text-only version of this issue!

Caregivers' Experiences Of Assessment And Treatment For Their Child With Childhood Apraxia Of Speech: An International Questionnaire Study, Donna Claire Thomas, Maryane Gomez, Angela Muis, Nathan Trezise, Eliza Williamson, Julie Case, Elizabeth Murray, Maria Irene Grigos, Jenya Iuzzini-Seigel, Shelley L. Velleman

Speech Pathology and Audiology Faculty Research and Publications

Purpose: The aim of this study was to understand caregivers' preferences and experiences with diagnosis and treatment of childhood apraxia of speech (CAS).

Method: Caregivers of children with CAS completed a 70-item online survey that explored demographics, initial concerns, the CAS diagnostic process, speech therapy goals, and preferred and received speech therapy service delivery (session frequency, length, and context). Quantitative data were analyzed descriptively and with inferential statistics; qualitative data were analyzed using content analysis.

Results: One hundred sixty-one caregivers participated, mostly from the United States, Australia, and Canada. A total of 72% of caregivers had concerns about their child's …

Cost-Effectiveness Analysis Of Transitioning Tandem And Ovoid Insertions From Or To Clinic, Akihiro Uno, Hasan Danish Md

USF-LVHN SELECT

No abstract provided.

Effectiveness Of Dialectical-Behavioral Intervention On Emotional Regulation Difficulties, Distress Tolerance, And Social Functioning Among Patients With Bipolar Disorder: Randomized Controlled Trial, Nashwa Ibrahim

Nursing

Aim

To determine the effect of implementing dialectical behavior therapy (DBT) skills training groups on emotional regulation difficulties, distress tolerance, and social functioning among patients with bipolar disorder (BD).

Methods

A randomized controlled trial was conducted with 120 patients diagnosed with BD who were attending follow-up at the outpatient clinic. Participants were randomly assigned to either the experimental group, which received 16 group psychoeducation sessions held twice weekly, or the control group, which received standard outpatient care. Analysis of variance (ANOVA) with repeated measures was applied to compare normally distributed quantitative variables across more than two time points or stages, …

Utilization Of Plastic Waste In The Concrete Industry, Nancy Abdelmoneim Sakr

Theses and Dissertations

Plastic recycling has emerged as a crucial strategy that aligns with environmental, social and economic sustainability indicators. Currently, substantial volumes of plastic waste are either deposited in landfills or incinerated, neglecting the potential to harness its embodied energy and the energy consumed for producing virgin materials. A key advantage of plastic lies in its promising mechanical properties. Concrete mix design is fundamental to a wide range of construction applications, including brick walls, reinforced concrete slabs and concrete pavements. Despite the adoption of recycled plastic in construction materials in various countries, its widespread implementation remains limited. This is primarily due to …

Media Use And Pro-Equality Attitudes Toward Women As Leaders, Mark Tremayne, Dustin Harp, Ariana Hernandez

Communication Faculty Publications

This study examines how Americans’ media use corresponds with attitudes toward women as leaders. We surveyed 1,030 adults and measured pro-equality attitudes using a 17-item index. Newspaper reading and streaming video use were positively associated with pro-equality views, while time spent on social media (particularly Facebook and X) showed small negative associations. Participants who used newspapers for political content reported higher pro-equality scores than non-users, whereas those who used X for politics reported lower scores. The findings suggest that media habits and political ideology are connected to gender attitudes.

Association Of Clinical Severity In Autism Spectrum Disorder With Biomolecules Involved In Lipid Metabolism, Inflammation And Mirnas, Maria Gevezova, Michael Maes, Iliana Pacheva, Nikolay Mehterov, Zdravko Ivanov, Elena Timova, Stefka Spassieva, Erhard Bieberich, Maria Kazakova, Ivan Ivanov, Victoria Sarafian

Markey Cancer Center Faculty Publications

Autism spectrum disorder (ASD) is a heterogeneous neurological condition with an unclear etiology and pathogenesis. In recent years, studies have identified changes in lipid metabolism, inflammation, mitochondrial dysfunction, and mitophagy in patients with ASD. However, the specific interactions between these molecular signatures and their clinical applications in ASD remain largely unexplored. The aim of our study is to search for correlations between changes in gene and miRNA expression and the clinical characteristics of ASD. The investigation included a cohort of children with idiopathic ASD and healthy controls (HC). Diagnosis was established based on ADOS assessment (autism diagnostic observation schedule). Gene …

Perioperative Anaphylaxis In A Healthy Adolescent After First Lifetime Surgery, Shayan Sazdar, Salman Aljubran

Posters

Introduction: Perioperative anaphylaxis is a rare life-threatening event. Its evaluation poses complex considerations inherent to the use of multiple medications. Patient presentation: A healthy 11-year-old boy developed anaphylaxis shortly after discharge home from first lifetime surgery for orchiopexy. Perioperative medications included rocuronium, propofol, fentanyl, bupivacaine, sugammadex, ondansetron, dexamethasone, dexmedetomidine, and ketorolac. No antibiotics. After surgery, he consumed fast food dinner and ice cream. Within 2 hours after discharge home, he returned to our Emergency Department (ED) with facial and tongue angioedema, hives, and respiratory distress. He received multiple doses of intramuscular epinephrine and briefly required epinephrine drip in the ED. …

Asthma Phenotypes And Control In 22q11.2 Deletion Syndrome: A Single-Center Retrospective Study, Cody Shopper, Katey Campbell, Nikita S. Raje

Posters

Background: Patients with 22q11.2 deletion syndrome have increased rates of atopy and immune dysregulation and may experience a higher burden of asthma; however, real-world data describing asthma control, severity, and treatment patterns in this population are limited. We hypothesized that asthma control and severity patterns in patients with 22q11.2 deletion syndrome differ from those observed in the general asthma population. Objectives/Goal: To characterize asthma control, severity, and treatment patterns among patients with 22q11.2 deletion syndrome and to compare observed patterns with those typically reported in the general asthma population. Methods/Design: We conducted a retrospective observational cohort study of patients with …

A Case Report Of Milk-Alkali Syndrome Secondary To Excessive Antacid Use, Samir Beso, Layla Abubshait

Einstein Health Papers

INTRODUCTION: Milk-alkali syndrome is characterized by the triad of hypercalcemia, metabolic alkalosis, and acute kidney injury resulting from excessive intake of calcium and absorbable alkali. Despite falling out of prominence with the advent of modern ulcer treatments, milk-alkali syndrome has experienced a resurgence with the widespread availability of over-the-counter calcium preparations, which now account for up to 10% of hypercalcemia cases.

CASE REPORT: A 60-year-old man with multiple comorbidities presented to the emergency department with altered mental status after his scheduled kyphoplasty was canceled due to concerning neurological findings. Laboratory evaluation revealed severe hypercalcemia, marked metabolic alkalosis, and acute kidney …

Market Culture And Innovation Acceptance In Fire Safety Products: The Moderating Role Of Perceived Market Regulation, Xu Zhang

Dissertations and Theses Collection (Open Access)

Against the backdrop of continuously rising global fire safety standards and ongoing technological iteration in fire protection products, whether innovative fire protection products can be effectively accepted by the market has become a critical issue influencing the returns on firms’ innovation investments and the high-quality development of the industry. Existing studies have predominantly explored innovation diffusion mechanisms from the perspectives of technological attributes or organizational factors, while paying relatively limited attention to market culture as a contextual factor, as well as to the differentiated role that government regulation may play in this process. Based on this, this study takes institutional …

The American College Of Radiology Diagnostic Fluoroscopy Dose Index Registry Pilot, Steve D. Mann, Donald L. Miller, Grant Fong, Allen R. Goode, Emily L. Marshall, Thomas Nishino, Pavlina Boxx, Liqiang Ren, Celalettin Topbas, Alan H. Schoenfeld, Vivek Singh, Jie Zhang

Radiology Faculty Publications

Background: The ACR Diagnostic Fluoroscopy Dose Index Registry (DIR-Fluoro) is expanding to include diagnostic fluoroscopy. Variations in dose reference points and overhead radiography events may introduce unique challenges for benchmarking. Purpose: To survey the technological status and dosimetric performance of fluoroscopes participating in the DIR-Fluoro pilot project, focusing on longitudinal stability and variability of fluoroscopic dose reporting accuracy across multiple institutions and vendors. Methods: Sixty-six fluoroscopic systems from nine institutions (24 facilities) were surveyed for facility type, fluoroscope type, image receptor type, age, dose reporting capabilities, and other key features. Of these, 56 were evaluable. Semi-annual measurements assessed reference air …

Flare Guns And Trauma: Patterns, Severity, And Clinical Implications From Case And National Surveillance Data, Ramsay Hafer, Andrew Huff, Lara Phillips

Department of Emergency Medicine Faculty Papers

Flare guns are pyrotechnic devices capable of causing serious injury due to high-temperature combustion and projectile discharge. Though intended for signaling in maritime or wilderness settings, improper use can result in trauma patterns distinct from those seen with typical burns or fireworks. Despite their severity, flare gun injuries remain underreported and poorly characterized. We conducted a scoping review of PubMed, Scopus, and Ovid to identify 12 case reports involving 13 patients, and reviewed US National Electronic Injury Surveillance System records from 2015 to 2024, identifying 18 flare gun-specific injuries for a combined total of 31 injuries. Demographic, injury mechanism, body …

Border Perceptions: Security And Immigration In The South Texas Borderlands, Carla Angulo-Pasel, Mi-Son Kim, Adrien A. Halliez

School of Political Science, Public Affairs, Legal and Security Studies Faculty Publications

With the Trump administration, we witnessed a hardening of border security policy and practices. Trump used his leadership and celebrity to explicitly attack and criminalize “undocumented” migrants with a discourse of threat, danger, invasion, crisis. Policywise, he took steps to further securitize the borderlands. In this paper, we examine how public opinion has differed with regards to the support or opposition to these hard security policies, especially in borderland areas when compared to the overall national population. The aim of this paper is to examine this difference by directing our attention to the Rio Grande Valley (RGV), a borderlands region …

Uncovering Predictors Of Bipolar Ii Conversion To Bipolar I: A Machine Learning Analysis Of National Health Records In Taiwan, Chih-Wei Hsu, Yang-Chieh Brian Chen, Liang-Jen Wang, Kuo-Chuan Hung, Mu-Hong Chen, Eduard Vieta, Chien-Yuan Chen, Chih-Sung Liang, Andre F Carvalho

Children’s Nutrition Research Center Staff Publications

Background: Bipolar II disorder (BD-II) can progress to bipolar I disorder (BD-I), carrying profound psychosocial consequences. However, limited research has investigated the transition from BD-II to BD-I. Our study uses machine learning to predict the conversion using real-world data.

Methods: We conducted a retrospective cohort study using the Taiwan National Health Insurance Research Database (2000-2013) to identify adults diagnosed with BD-II. A predictive model for BD-I conversion was developed using extreme gradient boosting (XGBoost), incorporating demographic factors, healthcare utilization, comorbidities, and psychotropic medication use. The dataset was randomly divided into development (80 %) and test (20 %) sets. Model performance …

Catatonia And Elevated Mortality: A Population-Wide Cohort Study With Healthy, Sibling, And Schizophrenia Spectrum Controls, Chih-Wei Hsu, Yang-Chieh Brian Chen, Marco Solmi, Chih-Sung Liang, Mu-Hong Chen, Yao-Hsu Yang, Liang-Jen Wang, Edward Chia-Cheng Lai

Children’s Nutrition Research Center Staff Publications

Aim: To determine whether catatonia is associated with increased long-term all-cause and cause-specific mortality.

Methods: Using Taiwan's National Health Insurance Database (2000-2022), we assembled a population-based cohort of all adults (≥18 years) with catatonia and matched each to four controls without catatonia on sex and birthdate. Mortality was compared between (1) individuals with catatonia and their unaffected siblings and (2) individuals with schizophrenia spectrum disorders with catatonia and those with schizophrenia spectrum disorders without catatonia. The primary outcome was all-cause mortality; secondary outcomes were natural- and unnatural-cause deaths. Adjusted hazard ratios (HRs) with 95% confidence intervals (CIs) were estimated with …

Lightweight Open-Source Large Language Models Versus Ctakes For Information Extraction From Discharge Summaries: Tobacco Smoking Status Test Case, David M Dávila-García, Matthew J Schuelke, Adam B Wilcox

2020-Current year OA Pubs

OBJECTIVES: To compare lightweight open-source large language models (LLMs) with cTAKES, a state-of-the-art natural language processing (NLP) system, in an information extraction task from hospitalization discharge summaries.

MATERIALS AND METHODS: Two readers annotated 250 randomly sampled adult discharge summaries (BJC HealthCare, 2018-2023) for tobacco smoking status as "Smoker," "Never smoker," "Unknown." Six LLMs (Llama-3 [1B-70B], gpt-oss-20B, MedGemma-27B) and cTAKES extracted smoking status from summaries. Performance was benchmarked against consensus annotations using weighted F1-score, macro F1-score, and per-class F1-scores and a noninferiority test.

RESULTS: Inter-reader agreement was excellent (κ = 0.91). LLM size (2.3-47.3 GB) and inference time (2.5-14.5 s/note) varied. …

Effects Of Dual-Eligible Integrated Care Plans On Medicaid Enrollment And Retention: Evidence From The Implementation Of Medicare-Medicaid Plans, Eric T Roberts, Eliza Macneal, Kenton J Johnston, José F Figueroa

2020-Current year OA Pubs

Medicare and Medicaid are separate programs that together cover 13 million low-income older adults and people with disabilities, known as dual-eligible individuals. Concern about a lack of coordination across Medicare and Medicaid has prompted the development of Integrated Care Programs (ICPs). Although the primary goal of ICPs is to coordinate financing and care across Medicare and Medicaid, ICPs may also influence whether low-income individuals obtain or keep Medicaid. We evaluated whether the rollout of Medicare-Medicaid Plans (MMPs)-one of the largest ICPs-was associated with changes in Medicaid take-up and retention among Medicare beneficiaries residing in high-poverty zip codes. Using a stacked …

Phenofit: A Framework For Determining Computable Phenotyping Algorithm Fitness For Purpose And Reuse, Laura K Wiley, Luke V Rasmussen, Rebecca T Levinson, Jennnifer Malinowski, Sheila M Manemann, Melissa P Wilson, Martin Chapman, Jennifer A Pacheco, Theresa L Walunas, Justin B Starren, Suzette J Bielinski, Rachel L Richesson

2020-Current year OA Pubs

BACKGROUND: Computational phenotyping from electronic health records (EHRs) is essential for clinical research, decision support, and quality/population health assessment, but the proliferation of algorithms for the same conditions makes it difficult to identify which algorithm is most appropriate for reuse.

OBJECTIVE: To develop a framework for assessing phenotyping algorithm fitness for purpose and reuse.

FITNESS FOR PURPOSE: Phenotyping algorithms are fit for purpose when they identify the intended population with performance characteristics appropriate for the intended application.

FITNESS FOR REUSE: Phenotyping algorithms are fit for reuse when the algorithm is implementable and generalizable-that is, it identifies the same intended population …

The Sport Publication Observational Research Tool (Sport): An Objective Tool To Score The Methodological Quality Of Observational Clinical Sports Medicine Research, Andrew W Kuhn, Paul M Inclan, Ameer A Haider, Michele N Christy, Robert Brophy, Matthew Smith, Matthew J Matava, Et Al.

2020-Current year OA Pubs

BACKGROUND: A critical component of conducting systematic reviews or meta-analyses is assessing the methodological quality and bias of included studies. Several methodological quality assessment tools have been developed; however, these tools may not be relevant to observational sports medicine research, which carries numerous unique nuances and biases.

PURPOSE: To develop the Sport Publication Observational Research Tool (SPORT), which evaluates and scores the methodological quality of observational sports medicine research.

STUDY DESIGN: Consensus statement.

METHODS: SPORT was developed through a modified Delphi approach involving members from the Herodicus Society and The FORUM. All active members were invited to participate in the …

Blood Dna Methylation-Predicted Plasma Protein Levels And Colorectal Cancer Survival, Alicia R Richards, Maria F Gomez, Bianca I Dowling, Esther Jean-Baptiste, Biljana Gigic, Jane C Figueiredo, Christopher I Li, David Shibata, Adetunji T Toriola, Doratha A Byrd, Cornelia M Ulrich, Paul A Stewart, Erin M Siegel, Jacob K Kresovich

2020-Current year OA Pubs

BACKGROUND: Protein EpiScores are a novel class of DNA methylation (DNAm)-based metrics proposed to measure peripheral immune system characteristics. Although Protein EpiScores have been associated with chronic disease risk, their relationship with colorectal cancer (CRC) survival has not been investigated.

METHODS: We generated new genome-wide DNAm data on pre-treatment whole blood samples from a case-control sample of 136 newly diagnosed CRC patients nested in the ColoCare Study and calculated 107 Protein EpiScores using the developer's algorithm. Over a median follow-up of 7.3 years (range: 0.3-13.8 years), 35 (26%) patients experienced disease recurrence, and 47 (35%) died. Protein EpiScore associations with …

Neural Cells Are Susceptible To Historic And Recently Emerged Oropouche Virus Strains, Kaleigh A. Connors, Maris R. Pedlow, Zachary D. Frey, Marjorie Cornejo Pontelli, Sean P. J. Whelan, W. Paul Duprex, Leonardo D'Aiuto, Zachary P. Wills, Amy L. Hartman

2020-Current year OA Pubs

Oropouche fever is a re-emerging global viral threat caused by infection with Oropouche virus (OROV). While disease is generally self-limiting, historical and recent reports of neurologic involvement highlight the importance of understanding the neuropathogenesis of OROV. In this study, we characterize viral replication kinetics in neurons, microglia, and astrocytes derived from immortalized, primary, and induced pluripotent stem cell-derived cells, which are all permissive to infection with the prototypic OROV BeAn19991. We demonstrate cell-type dependent replication kinetics with both historic and recently emerged viral strains. Further, we show that ex vivo rat brain slice cultures can be infected by all OROV …

Serine/Threonine Protein Kinase Phosphorylation Of Dosr Alters Target Gene Transcription Mechanics And Regulates Mycobacterium Tuberculosis Response To Nitric Oxide Stress, Natalie R. Sontag, Ana Ruiz Manzano, Alwyn M. V. Ecker, Eric A. Galburt, Shumin Tan

2020-Current year OA Pubs

Successful host colonization by bacterial pathogens requires appropriate response and adaptation to environmental signals encountered during infection, with two-component systems (TCSs) and serine/threonine protein kinases (STPKs) being two important signal transduction mechanisms. Mycobacterium tuberculosis (Mtb) possesses similar numbers of STPKs (11) and TCSs (12), but if and how these two regulatory systems coordinate to enable Mtb adaptation in response to key environmental cues remains poorly understood. Here, we identify extensive interactions between STPKs and TCSs, with a subset of STPKs demonstrating interactions with multiple TCS response regulators. STPK phosphorylation of purified DosR, the response regulator of the key nitric oxide …

Multi-Modal Pediatric Critical Care Datamart For Extracorporeal Support Prediction And Decision Support, Miranda Edmunds, Aditi Gupta, Inez Oh, Levi Kaster, Jonathan Sagel, Andrew Michelson, Yuyao Zhuge, Philip Payne, Ahmed Said

2020-Current year OA Pubs

OBJECTIVES: To develop a multimodal pediatric critical care datamart supporting predictive modeling and decision support tool development, integrating high-resolution physiologic and clinical data and future clinical deployment.

MATERIALS AND METHODS: We developed a continuously expanding datamart integrating electronic health record data, high-resolution telemetry, and extracorporeal membrane oxygenation (ECMO)-domain datasets. The platform links static and longitudinal time-series variables with expert-curated neurologic outcomes for both ECMO and non-ECMO patients, enabling trajectory-based analyses.

RESULTS: The datamart currently includes 25 762 pediatric patients, of whom 395 received ECMO support. The datamart captures granular longitudinal physiologic, laboratory, medication, and telemetry data suitable for dynamic predictive …

Clinical Presentation, Risk Factors And Outcome Of Non-Tuberculous Mycobacteria Infection In Hematopoietic Stem-Cell Transplantation: A Multinational Case-Control Study, Mario Fernández-Ruiz, Sasinuch Rutjanawech, Carlos Mejía-Chew, Et Al.

2020-Current year OA Pubs

BACKGROUND: The clinical and microbiological features of infection due to non-tuberculous mycobacteria (NTM) after hematopoietic stem-cell transplantation (HSCT) remain poorly understood.

METHODS: We performed a retrospective, multinational case-control study that included HSCT recipients (≥12 years) diagnosed with NTM disease between January 2008 and December 2018. Controls were HSCT recipients with no evidence of NTM disease, matched (1:2 ratio) by participating center and post-transplant survival. Logistic regression on matched pairs was used to investigate risk factors for NTM disease.

RESULTS: We included 25 cases of NTM disease. The most common HSCT type was allogeneic from unrelated donor (72.0%) after myeloablative conditioning …

Objective Selection Of Bone Mimetic Materials Using Impact Microindentation, Lucas R Budd, Rachana S Vaidya, Babak Jahani, Saideep Nakka, Alexander Proctor, Peter T Burks, Blake K Montgomery, Simon Y Tang

2020-Current year OA Pubs

BACKGROUND: Research and development for orthopedic medical devices, implants, surgical technique, and surgical education all require the appropriate selection of bone mimetic materials to align with the physiologic conditions. There is a critical need for an objective measure of material strength that can be collected, practically, on both bone mimetic materials and living human bone to improve mimetic material selection.

METHODS: This study stratifies commonly used synthetic materials in orthopedic research, as well as animal and human bone, using impact microindentation. The impact microindentation is performed with the OsteoProbe, an FDA-approved handheld medical device that can quantify material strength via …

Risk Factors For Complication And Reoperation In The Treatment Of Discoid Lateral Meniscus In Children And Adolescents: A Multicenter Study, Suzanna Ohlsen, Jeffrey J Nepple, Et Al.

2020-Current year OA Pubs

BACKGROUND: The discoid lateral meniscus (DLM) is a common congenital abnormality of the meniscus. Tears are common, and initial treatment is often not definitive, leading to a spectrum of complications, including persistent symptoms, meniscal insufficiency, osteochondral defects, and recurrent tears potentially requiring reoperation.

PURPOSE: To determine demographic, injury, and perioperative risk factors that increase the likelihood of complications and reoperation after treatment in patients with DLM.

STUDY DESIGN: Case series; Level of evidence, 4.

METHODS: Patients surgically treated for DLM from 9 institutions between 2000 and 2020 were reviewed. Data on demographics, presenting symptoms and signs, surgical findings and treatments, …

Beyond Resilience: The Case For Regenerative, Restorative Cities, Lily Kong

Research Collection School of Social Sciences

In a commentary, SMU President Professor Lily Kong mentioned that at the City Dialogues event, co-convened by SMU and Urban Innovation Vienna, participants agreed that cities must equip their residents to withstand shocks and thrive in an evolving urban environment. Prof Kong said resilient cities anticipate, adapt and respond effectively to disruptions, which involves attention not only to physical infrastructure, but also to social cohesion and institutional foresight. She said that embedding sustainability into urban design is fundamental to ensuring cities flourish in a world of climate uncertainty and resource constraints. She added that the value of urban resilience lies …

Counter-Urbanization In China: A Systematic Review Toward A Comprehensive Typology, Chengxue Yang, Qian Forrest Zhang

Research Collection School of Social Sciences

Drawing on a systematic review of both international and Chinese-language scholarship on counter-urbanization in China, this article proposes a comprehensive typology of counter-urbanization migrations—consisting of eight types of new migrants—based on the diverse motivations driving such migration. We build a bilingual corpus of 273 research papers published between the 1970s and 2025. Integrating bibliometric mapping and qualitative synthesis, we conduct a systematic review to trace the temporal evolution and thematic diversification of counter-urbanization research. The review reveals persistent conceptual ambiguity surrounding counter-urbanization in the Chinese context, which this study addresses by conceptually distinguishing counter-urbanization from suburban expansion, population decentralization, and …

Derivation Of An Updated Brief Multivariable Prediction Model To Detect Panic-Related Anxiety In Emergency Department Patients With Cardiopulmonary Complaints, Sharon C. Sung, Felicia J. L. Ang, Arul Earnest, Leslie E. C. Lim, Shreshtha Jolly, Gilaine Rui Ng, A. John Rush, Marcus E. H. Ong

Research Collection School of Social Sciences

Background Patients with panic related-anxiety (i.e., panic attacks or panic disorder) frequently present to emergency departments (EDs) with cardiopulmonary complaints but are often undiagnosed, which can lead to recurrent visits and prolonged distress. This study aimed to derive a new symptom-based multivariable diagnostic prediction model to detect panic-related anxiety in ED patients with cardiopulmonary symptoms.Methods We conducted a single-blind prospective derivation study over 15 months in the ED of a major tertiary hospital in Singapore. Patients presenting with symptoms of palpitations, chest pain, dizziness, or difficulty breathing were assessed using the Structured Clinical Interview for DSM Disorders (SCID) to diagnose …