Constrained Multivariate Functional Principal Components Analysis for Novel Outcomes in Eye-Tracking Experiments.

Individuals with autism spectrum disorder (ASD) tend to experience greater difficulties with social communication and sensory information processing. Of particular interest in ASD biomarker research is the study of visual attention, effectively quantified in eye tracking (ET) experiments. Eye tracking offers a powerful, safe, and feasible platform for gaining insights into attentional processes by measuring moment-by-moment gaze patterns in response to stimuli.

The Academic Catalyst Group: A Tactical Framework for Working Groups to Enhance Clinician-Educator Academic Career Development.

Working groups have tremendous potential to contribute to the academic career development of early-career clinician-educators. These individuals may find themselves engaged in many different working spaces, including working groups or committees such as those found within specialty societies or professional organizations. Such working groups may be underrecognized opportunities for academic skill building and professional growth because they are often characterized as primarily service-oriented, citizenship, or administrative work.

Progress in Early Detection of HIV in Tajikistan.

HIV early detection (CD4 counts ≥350 cells/μL) is correlated with higher life expectancy among people living with HIV (PLHIV). Several factors, including physical, cultural, structural, and financial barriers, may limit early detection of HIV. This is a first-of-its-kind study on population-level differences in early detection of HIV across time within Tajikistan and any country in the Central Asia region.

A Qualitative Study of Internal Medicine Subspecialty Fellowship Program Directors' Perspectives on Short-Term Hospitalist Employment Prior to Fellowship.

Some internal medicine (IM) residents pursuing subspecialty training choose short-term hospitalist employment prior to fellowship, or "pre-fellowship hospitalist years." Residency and fellowship program directors (PDs) advise residents on this decision, but PD experience with fellows pursuing pre-fellowship hospitalist years and the impact on fellowship applications is unknown. We aimed to explore perceptions of fellowship PDs regarding experience with fellows who pursued pre-fellowship hospitalist years, including perceived effects on how such years affect fellowship application candidacy.

Real-Time Electronic Patient Portal Use Among Emergency Department Patients.

Importance: Patients with inequitable access to patient portals frequently present to emergency departments (EDs) for care. Little is known about portal use patterns among ED patients.

Objectives: To describe real-time patient portal usage trends among ED patients and compare demographic and clinical characteristics between portal users and nonusers.

A scoping review of artificial intelligence in medical education: BEME Guide No. 84.

Background: Artificial Intelligence (AI) is rapidly transforming healthcare, and there is a critical need for a nuanced understanding of how AI is reshaping teaching, learning, and educational practice in medical education. This review aimed to map the literature regarding AI applications in medical education, core areas of findings, potential candidates for formal systematic review and gaps for future research.

Methods: This rapid scoping review, conducted over 16 weeks, employed Arksey and O'Malley's framework and adhered to STORIES and BEME guidelines.

Association of platinum-based chemotherapy with live birth and infertility in female survivors of adolescent and young adult cancer.

Objective: To estimate the effect of platinum-based chemotherapy on live birth (LB) and infertility after cancer, in order to address a lack of treatment-specific fertility risks for female survivors of adolescent and young adult cancer, which limits counseling on fertility preservation decisions.

Design: Retrospective cohort study.

Setting: US administrative database.

Implementation of an electronic health record-integrated instant messaging system in an academic health system.

Objectives: Effective communication amongst healthcare workers simultaneously promotes optimal patient outcomes when present and is deleterious to outcomes when absent. The advent of electronic health record (EHR)-embedded secure instantaneous messaging systems has provided a new conduit for provider communication. This manuscript describes the experience of one academic medical center with deployment of one such system (Secure Chat).

An Automated System for Physician Trainee Procedure Logging via Electronic Health Records.

Importance: Procedural proficiency is a core competency for graduate medical education; however, procedural reporting often relies on manual workflows that are duplicative and generate data whose validity and accuracy are difficult to assess. Failure to accurately gather these data can impede learner progression, delay procedures, and negatively impact patient safety.

Objective: To examine accuracy and procedure logging completeness of a system that extracts procedural data from an electronic health record system and uploads these data securely to an application used by many residency programs for accreditation.

PRecision Event Monitoring for PatienTs with Heart Failure using HeartLogic (PREEMPT-HF) study design and enrolment.

Aims: The HeartLogic multisensor index has been found to be a sensitive predictor of worsening heart failure (HF). However, there is limited data on this index's association and its constituent sensors with HF readmissions.

Methods And Results: The PREEMPT-HF study is a global, multicentre, prospective, observational, single-arm, post-market study.

A Multicenter Observational Study Comparing Virtual with In-Person Morning Reports during the COVID-19 Pandemic.

Objectives: The coronavirus disease 2019 (COVID-19) pandemic disrupted how educational conferences were delivered, leaving programs to choose between in-person and virtual morning report formats. The objective of our study was to describe morning reports during the COVID-19 pandemic, including the use of virtual formats, attendance, leadership, and content.

Methods: A prospective observational study of morning reports was conducted at 13 Internal Medicine residency programs between September 1, 2020 and March 30, 2021, including a follow-up survey of current morning report format in January 2023.

Missing Voices: What Early Career Hospitalists View as Essential in Hospital Medicine-Focused Education.

Objectives: Acknowledging that a successful career in hospital medicine (HM) requires specialized skills, residency programs have developed hospital medicine-focused education (HMFE) programs. Surveys of Internal Medicine residency leaders have described HMFE curricula but are limited to that specialty and lack perspectives from early career hospitalists (ECHs) who recently completed this training. As such, we surveyed multispecialty ECHs to evaluate their preferences for HMFE and to identify gaps in standard residency training and career development that HMFE can bridge.

Assessment of a modified MINDS-based protocol for management of alcohol withdrawal syndrome on an inpatient medical service.

Objective: To determine if a novel symptom-based alcohol withdrawal syndrome (AWS) protocol in a US Veterans cohort leads to significant clinical improvements in patient outcomes and safety.

Background: Prior studies of AWS management, oftentimes using the revised version of the Clinical Institute Withdrawal Assessment for Alcohol (CIWA-Ar) index, have demonstrated the effectiveness of symptom-triggered therapy for AWS. The Minnesota Detoxification Scale (MINDS) is an alternative to the CIWA-Ar index but remains unevaluated outside of the intensive care unit (ICU) setting.

A generalized covariate-adjusted top-scoring pair algorithm with applications to diabetic kidney disease stage classification in the Chronic Renal Insufficiency Cohort (CRIC) Study.

Background: The growing amount of high dimensional biomolecular data has spawned new statistical and computational models for risk prediction and disease classification. Yet, many of these methods do not yield biologically interpretable models, despite offering high classification accuracy. An exception, the top-scoring pair (TSP) algorithm derives parameter-free, biologically interpretable single pair decision rules that are accurate and robust in disease classification.

What internal medicine attendings talk about at morning report: a multicenter study.

Background: Morning report is a core educational activity in internal medicine resident education. Attending physicians regularly participate in morning report and influence the learning environment, though no previous study has described the contribution of attending physicians to this conference. This study aims to describe attending comments at internal medicine morning reports.

Preliminary results from the LUX-Dx insertable cardiac monitor remote programming and performance (LUX-Dx PERFORM) study.

Despite the wide adoption of insertable cardiac monitors (ICMs), high false-positive rates, suboptimal signal quality, limited ability to detect atrial flutter, and lack of remote programming remain challenging. The LUX-Dx PERFORM study was designed to evaluate novel technologies engineered to address these issues. Here, we present preliminary results from the trial focusing on the safety of ICM insertion, remote monitoring rates, and the feasibility of remote programming.