Calibrating workers' trust in intelligent automated systems.

With the exponential rise in the prevalence of automation, trust in such technology has become more critical than ever before. Trust is confidence in a particular entity, especially in regard to the consequences they can have for the trustor, and calibrated trust is the extent to which the judgments of trust are accurate. The focus of this paper is to reevaluate the general understanding of calibrating trust in automation, update this understanding, and apply it to worker's trust in automation in the workplace.

An integrated transcriptomic cell atlas of human neural organoids.

Human neural organoids, generated from pluripotent stem cells in vitro, are useful tools to study human brain development, evolution and disease. However, it is unclear which parts of the human brain are covered by existing protocols, and it has been difficult to quantitatively assess organoid variation and fidelity. Here we integrate 36 single-cell transcriptomic datasets spanning 26 protocols into one integrated human neural organoid cell atlas totalling more than 1.

Measurement Error and Methodologic Issues in Analyses of the Proportion of Variance Explained in Cognition.

Existing studies examining the predictive ability of biomarkers for cognitive outcomes do not account for variance due to measurement error, which could lead to under-estimates of the proportion of variance explained. We used data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) (N = 1084) to estimate the proportion of variance explained by Alzheimer's disease (AD) imaging biomarkers in four cognitive outcomes: memory, executive functioning, language, and visuospatial functioning. We compared estimates from standard models that do not account for measurement error, and multilevel models that do account for measurement error.

Cultivating diagnostic clarity: The importance of reporting artificial intelligence confidence levels in radiologic diagnoses.

Accurate image interpretation is essential in the field of radiology to the healthcare team in order to provide optimal patient care. This article discusses the use of artificial intelligence (AI) confidence levels to enhance the accuracy and dependability of its radiological diagnoses. The current advances in AI technologies have changed how radiologists and clinicians make the diagnoses of pathological conditions such as aneurysms, hemorrhages, pneumothorax, pneumoperitoneum, and particularly fractures.

Control of spatio-temporal patterning via cell growth in a multicellular synthetic gene circuit.

A major goal in synthetic development is to build gene regulatory circuits that control patterning. In natural development, an interplay between mechanical and chemical communication shapes the dynamics of multicellular gene regulatory circuits. For synthetic circuits, how non-genetic properties of the growth environment impact circuit behavior remains poorly explored.

Efficacy and Safety of Vuong Hoat Natural Health Supplement in Managing Low Back Pain: A Randomized Clinical Trial.

This clinical study aimed to assess the effectiveness and safety of Vuong Hoat (VH) natural health supplement for reducing the negative impact of low back pain, improving the quality of life, and enhancing functional activities in patients with lumbar degenerative disc disease (LDD). The open-label, randomized, controlled clinical trial involved 60 patients suffering from low back pain caused by LDD. The participants were randomly assigned to either a study group (SG) comprising 30 subjects or a control group (CG) comprising 30 subjects.

The Use of Event-Related Potentials in the Study of Schizophrenia: An Overview.

Event-related potentials (ERPs) are small voltage changes in the brain that reliably occur in response to auditory or visual stimuli. ERPs have been extensively studied in both humans and animals to identify biomarkers, test pharmacological agents, and generate testable hypotheses about the physiological and genetic basis of schizophrenia. In this chapter, we discuss how ERPs are generated and recorded as well as review canonical ERP components in the context of schizophrenia research in humans.

Association of Discrimination Experiences with Rapid Subsequent Changes in Anxiety and Depressive Symptoms in U.S. Adults During the COVID-19 Pandemic.

This study explores how discrimination experiences during the COVID-19 pandemic relate to anxiety and depressive symptoms in U.S. adults.

Performance of a Short Version of the Everyday Cognition Scale (ECog-12) to Detect Cognitive Impairment.

Background: The Everyday Cognition (ECog) 12-item scale, a functional decline measurement, can distinguish dementia from cognitively unimpaired (CU). Limited data compare ECog-12 performance by raters (self vs. informant) and scoring systems (average numeric vs.

Examining the Role of Community Engagement in Enhancing the Participation of Racial and Ethnic Minoritized Communities in Alzheimer's Disease Clinical Trials; A Rapid Review.

Background: Despite higher dementia prevalence in racial and ethnic minoritized communities, they are underrepresented in Alzheimer's disease clinical trials. Community-based recruitment strategies are believed to yield positive outcomes in various fields, such as cancer and cardiovascular clinical trials, but their outcomes in Alzheimer's disease and Related Dementias (AD/ADRD) require further study. In this systematic rapid review, we synthesized the available evidence on community-engaged recruitment strategies in enhancing participation in AD/ADRD clinical trials and observational study participation.

Critical Data for Critical Care: A Primer on Leveraging Electronic Health Record Data for Research From Society of Critical Care Medicine's Panel on Data Sharing and Harmonization.

A growing body of critical care research draws on real-world data from electronic health records (EHRs). The bedside clinician has myriad data sources to aid in clinical decision-making, but the lack of data sharing and harmonization standards leaves much of this data out of reach for multi-institution critical care research. The Society of Critical Care Medicine (SCCM) Discovery Data Science Campaign convened a panel of critical care and data science experts to explore and document unique advantages and opportunities for leveraging EHR data in critical care research.

Diagnosis and Care of Children With Cerebral/Cortical Visual Impairment: Clinical Report.

Cerebral/cortical visual impairment (CVI) is a leading cause of pediatric visual impairment in nations with developed economies and is increasing in those with developing economies. Because vision is the predominant sense used for learning, delay in diagnosis of CVI can negatively affect education, making early detection and management important. The American Academy of Pediatrics has published the policy statement "Visual System Assessment in Infants, Children, and Young Adults by Pediatricians" and an accompanying clinical report that are based on identifying potential causes of ocular visual impairment in children.

Unmet educational needs and expectations among tracheostomy recipients.

Objective: This study seeks to better understand unmet educational needs and treatment expectations in individuals with a tracheostomy.

Study Design: Retrospective, cross-sectional survey.

Methods: A survey was distributed to individuals who received a tracheostomy at a tertiary care center in the last five years as well as in Facebook support groups for tracheostomy and head and neck cancer patients.

Direct articulatory observation reveals phoneme recognition performance characteristics of a self-supervised speech model.

Variability in speech pronunciation is widely observed across different linguistic backgrounds, which impacts modern automatic speech recognition performance. Here, we evaluate the performance of a self-supervised speech model in phoneme recognition using direct articulatory evidence. Findings indicate significant differences in phoneme recognition, especially in front vowels, between American English and Indian English speakers.

Cognitive outcomes after magnetic resonance-guided laser interstitial thermal therapy for mesial temporal lobe epilepsy in adolescent patients.

Surgical treatment of medication-resistant mesial temporal lobe epilepsy (MTLE) is associated with cognitive deficits. Magnetic resonance-guided laser interstitial thermal therapy (MRgLITT) for MTLE has been shown to result in superior cognitive outcomes in adults when compared to open surgical resection. However, data regarding postoperative cognitive outcomes in adolescent and pediatric patients is limited.

Single-port extra-peritoneal robotic radical prostatectomy in a patient with hostile abdomen.

This video explores the technique and outcomes of robotic radical prostatectomy (RP) using the da Vinci single-port robot in a 42-year-old obese male with localized intermediate-risk prostate cancer and a prior history of extensive abdominal surgeries. The patient was placed in a supine position, with minimal Trendelenburg, and an extraperitoneal approach was taken, the abdominal cavity was not entered, and standardized steps of robotic RP were executed. The surgery lasted 190 min and the blood loss was 100 mL.

Service-Learning Through Community-Based Exercise Teaching Enhances Medical Students' Exercise Knowledge, Counseling Confidence, and Habits.

Exercise is a pivotal tool in the prevention and management of chronic disease, a cornerstone of primary care. Yet, there is little formal exercise education in medical school and many medical students feel unprepared to effectively counsel patients about exercise. Since 2019, medical students in the Primary Care Program (PCP), a primary care-focused educational track, at the Keck School of Medicine (KSOM) of the University of Southern California (USC) have taught exercise classes to the local community as part of a service-learning experience.

Premaxillary Setback in the Management of Patients With Bilateral Cleft Lip: A 2 Decade Review.

Objective: This study analyzes indications and outcomes of premaxillary setback (PS) and presents an algorithm for its use in patients with bilateral cleft lip and/or palate (BCL ± P).

Design: Retrospective review.

Setting: Children's Hospital Los Angeles.

Oncological Outcomes Following Robotic Postchemotherapy Retroperitoneal Lymph Node Dissection for Testicular Cancer: A Worldwide Multicenter Study.

Background And Objective: The feasibility and safety of a robotic approach for postchemotherapy retroperitoneal lymph node dissection (PC-RPLND) in testicular cancer have been demonstrated, but data on long-term oncological outcomes of this procedure are limited. Our aim was to evaluate oncological outcomes following robotic PC-RPLND in this setting.

Methods: This retrospective cohort study included consecutive patients with testicular cancer treated with robotic PC-RPLND at 11 academic centers worldwide between 2011 and 2023.