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Mental health professionals know firsthand how societal stigma may prevent many individuals from seeking care. What has been discussed less, however, is the experience of mental health providers who themselves are dealing with a serious mental illness. This book aims to educate readers about the contributions of and discrimination against mental health professionals who manage mental health challenges, providing support and proposing new avenues for research, advocacy, and organizational change. Each chapter features a comprehensive review of the relevant empirical literature, brought to life through personal narratives. Many also provide strategic recommendations for addressing the systemic impact of exclusion and stigma on the mental health profession and broader culture as a whole. Designed for academic educators, clinicians, and researchers, as well as individuals managing mental health challenges, this volume is a valuable resource for undergraduate and graduate courses in diversity, disability, mental health, as well as industrial and organizational psychology.
Critical Evidence taps into a growing body of scholarship that demonstrates evidence law is fundamentally about power, setting the boundaries of whose voices will be heard and what types of knowledge will be cognizable in courts of law in the United States. The book brings together leading and emerging Critical Evidence scholars to examine the major rules that govern admissibility in court, from relevancy to hearsay to privileges. These scholars show that many such rules are not neutral as constructed or applied, but, in fact, privilege insiders at the expense of outsiders, namely poor people, women, people of color, disabled people, and LGBTQ+ people. Through a close reading of rules and doctrine, Critical Evidence shows that evidence law must and should change in order to serve as a system that promotes truth, justice and fairness for all in the American legal system.
In the context of the rapidly evolving modern food environment, there is a need for dietary assessment tools to accurately assess current food intake. The objective of this research was to develop and validate a new food frequency questionnaire (FFQ). A 265 item web-based, self-administered FFQ (PREDICT-FFQ-v1) was developed using information from two FFQs and US and UK cohort level data. Over a 1-month period, 68 participants completed the PREDICT-FFQ-v1 and six 24-h recalls (reference tool; Intake24). Relative validity was assessed using Bland–Altman plots, cross-classification food group analysis, and Spearman’s rank correlation for food groups and nutrients. From the Bland–Altman plots, the median bias between the PREDICT-FFQ-v1 and Intake24 were energy (414 kcal (95%CI 289 to 609) (1734 kj (95% CI 1208 to 2549)), carbohydrate (2.3 %EI, 95%CI 0.08 to 3.68), fat (2.5 %EI, 95%CI 0.23 to 3.52), protein (−1.14 %EI, 95% CI −1.64 to −0.23), and fibre (1.86 g/1000 kcal, 95% CI 1.05 to 2.65). Cross-classification by quartiles of diet quality (plant-based diet index) categorised >76% of participants into the same or adjacent quartiles. Correlation coefficients for food groups assessed using both tools ranged from 0.38 (legumes) to 0.78 (meat), and for energy-adjusted nutrients ranged from 0.28 (total fat) to 0.82 (alcohol). The PREDICT-FFQ-v1 captures intakes of foods that are commonly consumed in modern diets, with greater resolution at the food level than previous tools. The PREDICT-FFQ-v1 has acceptable relative validity in comparison to 24-h dietary recall and provides a valuable alternative for assessing dietary intake in nutritional epidemiology.
Saltmarshes along the United States South Atlantic Coast, and globally, face critical threats from sea-level rise, edge erosion, ponding and historical human modifications, all of which are exacerbated by sediment deficits. Uncontaminated sediment stored in confined disposal facilities (CDFs) represents a significant and often overlooked resource for marsh restoration. As a result of management practices in the second half of the twentieth century, many unnaturally high earthen structures occur adjacent to drowning saltmarshes in the United States. In this perspective article, we explore the potential for mining CDFs to provide the sediment necessary to restore and sustain at-risk saltmarshes. Using publicly available data from the US South Atlantic coast, we estimate that reclaiming sediment from existing CDFs could offset sea-level rise impacts by 2100 for 13% of South Atlantic marshes. While the potential benefit is substantial, scientific, planning and implementation hurdles are presented. These pitfalls include potential issues with sediment characterization, limited guidance on chemical evaluation to reduce environmental risks, construction complications due to soft soils and legal and financial considerations. Despite these barriers, we conclude with a path forward for researchers and practitioners to address the hurdles through dedicated case studies, adaptive management principles and stakeholder engagement.
Diets low in diverse fibre-rich plant foods contribute to the rise of chronic disease. The BIOME study (NCT06231706; 6-week parallel randomised controlled trial) in 399 adults (35–65 years; BMI 18·5–40 kg/m2; fibre intake < 20 g/d) investigated a whole-food plant blend containing > 30 ingredients, rich in (poly)phenols, fibre and micronutrients. Participants were randomised (1:1:1) to the blend (30 g/d), an isoenergetic control (bread croutons, 28 g/d) or probiotic (Lactobacillus rhamnosus, 15bn CFU/d). Analysts were blinded to allocation. The primary outcome was change in ‘favourable’ and ‘unfavourable’ gut microbiome species (ZOE Microbiome Health Ranking 2025); secondary outcomes included blood metabolites, symptoms, stool output, anthropometry, hunger, sleep, energy and mood. A crossover sub-study explored postprandial glucose, hunger and mood. Of 349 participants analysed (fifty excluded), self-reported adherence was > 98 %. The 30+ plant blend resulted in more species changing relative abundance at 6 weeks v. control (57 v. 14 species-level genome bins (SGB), P < 0·001) and probiotic (57 v. 4 SGB, P < 0·001). There were no significant between-group differences in microbiome health ranks of significantly changing species (increasing or decreasing). Blend participants self-reported reduced indigestion, constipation, heartburn and flatulence and increased energy v. control (all P < 0·05). Six related but no serious adverse events occurred. In the sub-study, adding the blend to a high-carbohydrate meal (v. meal alone) reduced hunger, increased fullness and energy (3-h incremental AUC, all P < 0·05), with no effect on postprandial glucose. This 30+ plant blend represents a simple strategy to modify gut microbiome composition and benefit gastrointestinal symptoms in healthy adults.
The Southern-sky MWA Rapid Two-metre survey, which capitalises on the MWA’s large field of view and voltage recording capability, is an ambitious effort to conduct sensitive searches for pulsars and fast transients in the 140–170 MHz band. The novelty of voltage recording, long dwell times (4 800 s), and the high-time and -frequency resolutions (100 $\unicode{x03BC}$s/10-kHz) exchange a large survey speed ($\sim450\,\text{deg}^ {2} \, \text{h}^{-1}$) for high computational cost. The survey covers the entire sky south of $+30^{\circ}$ in declination through a series of dedicated observing campaigns, accumulating nearly four petabytes of data. The large volumes of data and the processing challenges at low frequencies necessitate data processing to be approached in multiple phases, and the initial searches focused on a first-pass (shallow) survey of parts of the skies, as reported in earlier papers in this series. These data are also processed for re-detections of hundreds of known pulsars in the southern sky, many of which are also the first detections at frequencies below 400 MHz. This paper is motivated by the need to address the inherent difficulties (for the wider community) in handling large amounts of voltage data and software/processing challenges for routine pulsar detections and also by the fast-evolving landscape of the SKA Observatory (SKAO). With the construction and commissioning ramping up towards the full-scale SKA-Low, a low-frequency catalogue of detectable pulsars in the southern sky will prove to be a valuable reference for the science verification exercise. A growing sample of low-frequency pulsar detections and measurements will also prove invaluable in a variety of science applications including population studies, survey simulations, and emission beam models, refining interstellar medium models for electron densities and the spatial distribution of turbulence, and also for forecasting the detection prospects and survey yield from pulsar surveys planned with SKA-Low. We also present an electronic catalogue of various data products, including pulse profiles, time series, and multi-channel folded archives, along with the measurements of dispersion and rotation measures, and mean flux densities for the detected pulsars, and this will be periodically updated as more detections flow on from the ongoing data processing.
Surgical site infection (SSI) surveillance can be time consuming and resource intensive. This study investigates the potential of generative artificial intelligence (GenAI) to augment the detection and classification of SSIs.
Methods:
A case control study of patients with SSI following spine surgery at one US hospital. SSIs were classified into superficial, deep, and organ space. All SSIs were confirmed by infection prevention (IP) experts as they occurred from October, 2023 to September, 2025 and matched 1:1 by year to surgeries deemed non-SSI. A secure GenAI was used to determine if patients had an SSI based on standardized prompts and clinical data. IP nurses used GenAI output to review cases with the ability to ask GenAI questions within the data provided or independently open the medical record. We compared GenAI determinations to initial IP nurses’ determinations.
Results:
A total of 555 patients had spine surgeries. All 16 SSIs were matched by year to 16 non-SSI. All SSIs were correctly identified by GenAI (sensitivity 100%, 16/16) and only 1 non-SSI was incorrectly identified as SSI (specificity 93.7%, 15/16). Although GenAI accurately identified all SSI cases, it was discordant with original review at classifying the level of infection in 37.5% (6/16) of cases. Upon final IP physician review, GenAI was correct in 66.7% (4/6) of discordant cases (often determining “organ space infections” rather than “deep”). Median time to complete GenAI assisted SSI reviews was 9 minutes (IQR 7–21).
Conclusion:
GenAI is a promising tool to assist in SSI surveillance following spinal surgery that could improve efficiency.
Contact precaution policies are used to prevent the spread of pathogenic organisms. We aimed to test whether AI-assisted cameras could monitor aspects of compliance with these policies. Testing in both simulated and real patient care settings yielded exceptional sensitivity and good specificity, indicating potential to monitor adherence to contact precautions.
To provide an up-to-date review of existing and current literature in the field of radiological and nuclear disasters to support the needs of research applications for health care and public health preparedness and response.
Methods
A systematic literature search using 4 databases to identify articles which included a multitude of topics relevant to preparedness for nuclear and radiological disasters. One hundred articles that met inclusion criteria were summarized into 7 themes addressing medical and health care preparedness for nuclear and radiological events.
Results
The review generated evidence supporting and defining various measures health care and government entities can take to improve nuclear and radiological disaster readiness and responsiveness in health systems. Strengthening preventive measures and policies, prehospital and hospital mechanisms, training and education, regional collaboration, communication, and infrastructure support were the main gaps identified.
Conclusions
An overarching concern regarding the inadequacies of the modern health care system’s radiological disaster preparedness was a clear-cut conclusion from the literature. The major challenges and proposed solutions for public safety to the growing threat of radiologic disasters were identified.
Firearm violence remains a critical public health issue in the United States, disproportionately impacting youth and communities of color while imposing significant emotional and economic costs. Hospital-Based Violence Intervention Programs (HVIPs) have emerged as effective, multidisciplinary strategies with the goal of interrupting cycles of violence by providing trauma-informed care and community services initiated during hospitalization. To develop a strong HVIP, it is imperative to collaborate with local stakeholders, and the aim of this study was to create and evaluate the effectiveness of a novel approach to the creation of a community advisory board (CAB) for a local HVIP.
Methods:
This study presents a novel approach to the creation of a CAB to inform an HVIP in Houston, Texas. The CAB included diverse stakeholders such as community leaders, youth advocates, healthcare professionals, law enforcement professionals, and people with firearm violence lived experiences. Using a modified Intervention Mapping (IM) framework and the Community and Stakeholder Engagement Studio (CSES) model, the CAB convened through a series of structured meetings to identify community priorities, define modifiable risk factors, and inform HVIP programming.
Results:
CAB engagement led to the identification and development of key HVIP program components. The collaborative process emphasized transparency and mutual respect, fostering trust and increasing the likelihood of program acceptance and sustainability. CAB feedback was instrumental in shaping both short- and long-term implementation strategies.
Conclusion:
Integrating equitable, community-driven stakeholder engagement into HVIP development enhances cultural relevance and responsiveness. This approach not only strengthens program design but also builds community trust.
Acute gastrointestinal illness (AGI) remains a significant public health issue and differences in risk based on a comprehensive set of sociodemographic characteristics remain poorly understood. Thus, this retrospective cohort study was conducted to identify the risk of incurring an AGI-related emergency department (ED) visit or inpatient hospitalization based on various sociodemographic factors. Linked respondents of Canadian Community Health Survey cycles 2.1, 3.1, and 2007–2015 were followed from their interview date until 31 December 2017, using the National Ambulatory Care Reporting System (NACRS) and the Discharge Abstract Database (DAD) to capture emergency ED visits and hospitalizations due to AGI, respectively. Effects of identified potential risk factors for the incidence of AGI-related ED visits or hospitalizations were estimated Cox proportional hazards regression to generate hazard ratios (HRs) with 95% confidence intervals (CIs). A total of 190,700 respondents were linked to NACRS and 470,700 were linked to DAD. Six per cent of respondents visited an ED and 2% were hospitalized for AGI. Fully-adjusted estimates revealed that high-risk groups with the strongest effects were people with poor self-perceived health (ED visits: HR 1.47 (95% CI 1.40–1.54), hospitalizations: HR 1.92 (95% CI 1.82–2.02)), and people living with at least one chronic condition (ED visits: HR 1.54 (95% CI 1.47–1.61), hospitalizations: HR 1.65 (95% CI 1.57–1.73)). This study identified risk factors for requiring hospital care for AGI in the Canadian context. Additional research is needed to investigate mechanisms for differential exposure to pathogens by sociodemographic characteristics that might lead to increased risks of AGI.
To determine the rate of healthcare personnel (HCP) glove or gown contamination with methicillin-resistant Staphylococcus aureus (MRSA) and to estimate which patient care interactions and HCP roles are associated with greater contamination.
Design:
Multicenter cohort study.
Setting:
Five Veterans Affairs medical centers in the United States.
Patients and participants:
Patients with a positive MRSA clinical or surveillance culture within the past 7 days were enrolled. Five HCP in the room were observed for each patient. After completion of tasks and prior to room exit, HCP gloves and gowns were cultured separately.
Results:
We enrolled 799 patients and obtained 3,832 glove and gown cultures. Contamination of HCP gloves or gown with MRSA occurred 713 of 3,832 (18.6%) of the time, while 589 of 3,832 (15.4%) of interactions resulted in contamination of gloves, and 319 of 3,831 (8.3%) of interactions resulted in contamination of gowns. The gloves and gowns of physical therapists and occupational therapists were most frequently contaminated. Any interactions that involved touching the patient resulted in glove or gown contamination in 622 of 2,901 (21.4%) of observations, while touching only the environment resulted contamination in 91 of 931 (9.8%) of observations. Rates of glove or gown contamination were similar in the intensive care unit (ICU) and non-ICU.
Conclusions:
Contamination of HCP gloves and gowns with MRSA occurs frequently when caring for Veteran patients particularly when there is direct patient contact. Hospitals may consider optimizing contact precautions by using fewer precautions for low-risk interactions and more precautions for high-risk interactions.
The n-3 index has been proposed as a risk factor for CVD endpoints. However, the association of the O3I defined with different cut-offs and cardiometabolic risk factors has been less studied. This study aimed to investigate the association between two cut-off points of the O3I and cardiometabolic risk factors in Brazilian and Puerto Rican adults. This cross-sectional analysis included 249 Brazilians and 1261 Puerto Ricans, aged 45–75 years. Fatty acids composition was quantified in erythrocyte membranes using GC with a flame ionisation detector. The O3I was categorised as ≤ 4 % (low), > 4–8 % (intermediate) and ≥ 8 % (desirable), and as ≤ 4 % (very low), > 4–6 % (low), > 6–8 % (moderate) and > 8 % (high) in the second cut-off classification. Serum lipids, waist circumference and insulin resistance were measured from standardised protocols. Multivariable-adjusted linear models tested the association between the O3I and cardiometabolic factors. Brazilians had a mean (sd) O3I of 4·65 % (1·19 %) v. 4·43 % (1·14 %) in Puerto Ricans (P = 0·033), with only 1·6 % of Brazilians and 1·2 % of Puerto Ricans presenting a desirable/high O3I. The O3I, as continuous or for > 4 % (v. ≤ 4 %), was inversely associated with TAG, VLDL and TAG/HDL-cholesterol ratio in Puerto Ricans. In Brazilians, an O3I > 6 % (v. ≤ 6 %) was associated with higher total cholesterol, LDL-cholesterol and non-HDL-cholesterol. Both populations presented O3I below the desirable levels, and the magnitude and direction of associations with cardiometabolic factors varied by study and cut-offs, reinforcing the importance of expanding these investigations to more diverse populations.
Electronic Health Record (EHR) data are critical for advancing translational research and AI technologies. The ENACT network offers access to structured EHR data across 57 CTSA hubs. However, substantial information is contained in clinical narratives, requiring natural language processing (NLP) for research. The ENACT NLP Working Group was formed to make NLP-derived clinical information accessible and queryable across the network.
Methods:
We established the ENACT NLP Working Group with 13 sites selected based on criteria including clinical notes access, IT infrastructure, NLP expertise, and institutional support. We divided sites into five focus groups targeting clinical tasks within disease contexts. Each focus group consisted of two development sites and two validation sites. We extended the ENACT ontology to standardize NLP-derived data and conducted multisite evaluations using the Open Health Natural Language Processing (OHNLP) Toolkit.
Results:
The working group achieved 100% site retention and deployed NLP infrastructure across all sites. We developed and validated NLP algorithms for rare disease phenotyping, social determinants of health, opioid use disorder, sleep phenotyping, and delirium phenotyping. Performance varied across sites (F1 scores 0.53–0.96), highlighting data heterogeneity impacts. We extended the ENACT common data model and ontology to incorporate NLP-derived data while maintaining Shared Health Research Informatics NEtwork (SHRINE) compatibility.
Conclusion:
This demonstrates feasibility of deploying NLP infrastructure across large, federated networks. The focus group approach proved more practical than general-purpose approaches. Key lessons include the challenge of data heterogeneity and importance of collaborative governance. This work also provides a foundation that other networks can build on to implement NLP capabilities for translational research.
Comprehensive cognitive remediation improves cognitive and functional outcomes in people with serious mental illness, but the specific components required for effective programs are uncertain. The most common methods to improve cognition are facilitated computerized cognitive training with coaching and teaching cognitive self-management strategies. We compared these methods by dismantling the Thinking Skills for Work program, a comprehensive, validated cognitive remediation program that incorporates both strategies.
Methods
In a randomized controlled trial we assigned 203 unemployed people with serious mental illness in supported employment programs at two mental health agencies to receive either the full Thinking Skills for Work (TSW) program, which included computerized cognitive training (based on Cogpack software), or the program with cognitive self-management (CSM) but no computer training. Outcomes included employment, cognition, and mental health over 2 years. To benchmark outcomes, we also examined competitive work outcomes in a similar prior trial comparing the TSW program with supported employment only.
Results
The TSW and CSM groups improved significantly on all outcomes, but there were no differences between the groups. Competitive work outcomes for both groups resembled those of the TSW program in a prior trial and were better than the supported employment-only group in that study, suggesting that participants in both groups benefited from cognitive remediation.
Conclusions
Providing facilitated computerized cognitive training improved neither employment nor cognitive outcomes beyond teaching cognitive self-management strategies in people receiving supported employment. Computerized cognitive training may not be necessary for cognitive remediation programs to improve cognitive and functional outcomes.
Multicenter clinical trials are essential for evaluating interventions but often face significant challenges in study design, site coordination, participant recruitment, and regulatory compliance. To address these issues, the National Institutes of Health’s National Center for Advancing Translational Sciences established the Trial Innovation Network (TIN). The TIN offers a scientific consultation process, providing access to clinical trial and disease experts who provide input and recommendations throughout the trial’s duration, at no cost to investigators. This approach aims to improve trial design, accelerate implementation, foster interdisciplinary teamwork, and spur innovations that enhance multicenter trial quality and efficiency. The TIN leverages resources of the Clinical and Translational Science Awards (CTSA) program, complementing local capabilities at the investigator’s institution. The Initial Consultation process focuses on the study’s scientific premise, design, site development, recruitment and retention strategies, funding feasibility, and other support areas. As of 6/1/2024, the TIN has provided 431 Initial Consultations to increase efficiency and accelerate trial implementation by delivering customized support and tailored recommendations. Across a range of clinical trials, the TIN has developed standardized, streamlined, and adaptable processes. We describe these processes, provide operational metrics, and include a set of lessons learned for consideration by other trial support and innovation networks.
Abstract: This chapter applies the art historical notion of the picture plane to contemporary digital cinema in order to address the emerging spatial complexities which result from the dematerialization of the frame, the camera, and the lens in the digital age. Analyzing instances in which digital films oscillate between visually representing the picture plane as a diegetic surface (e.g., the trope of blood spatter on the camera lens) and visually representing the dissolution of this surface (e.g., trompe l’oeil, negative parallax), it argues that: (1) the picture plane has become an arbiter of cinematic immersion, and (2) its porous, virtual nature in dematerialized digital cinema reconfigures and renegotiates spatial relations on screen, and between screen and spectator.
Keywords: digital cinema, spatiality, materiality, aesthetics, media archeology
This chapter is concerned with the art historical notion of the “picture plane,” insofar as it relates to the configuration of immersive spatiality in an increasingly dematerialized digital cinema. The picture plane has largely been framed as a pedagogical concept rather than as a theoretical one, first in terms of how it is taught today, as an entry principle to students of the plastic arts, and second in terms of its historical invention, attributed to the perspectival thinkers of the fifteenth and sixteenth centuries, as an optical tool to aid in the accurate rendering of objects in space as they are transcribed and projected from real-world three-dimensionality into pictorial two-dimensionality. The concept of the picture plane thus already has a polyvocal meaning, simultaneously referring to both the physical devices of artistic observation which make this graphic projection possible—Leon Battista Alberti's veil or drawing grid, Albrecht Dürer's draughtsman's net or sheet of glass, or Filippo Brunelleschi's tavoletta, for example—and the optical-mental processes that render perspective legible for the spectator.
When it comes to cinematic images, we rarely speak of a picture plane proper; instead, its role seems to have been usurped by theorizations of the frame and of the lens or of the screen and of the spectator's gaze. But today, with the dematerialization of many of cinema's devices and materials and with the rise of films created by increasingly digital means, these elements, their codes and uses, and the relationship between them are shifting.
To identify and present the pathogens and sources of contamination linked to outbreaks within hematopoietic stem cell transplant (HSCT) units.
Design:
Systematic review.
Setting:
Inpatient HSCT units.
Methods:
The PubMed/Medline databases were systematically searched as per the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines, employing the search terms “stem cell”, “bone marrow”, “transplant”, “transplantation”, “outbreak” and “pseudo-outbreak” from inception until July 31, 2024. Data on the type of event, pathogen involved, and source of contamination were extracted from eligible publications.
Results:
In total, 39 studies including 387 patients were included in this review. The overall mortality rate was 23%. Pathogens identified included adenovirus, RSV, Pseudomonas aeruginosa, Aspergillus spp., and non-tuberculous mycobacteria (NTM). P. aeruginosa outbreaks were associated with contaminated sanitary fixtures (P = .007) and water (P = .039), outbreaks caused by NTM were associated with water (P = .009), while Aspergillus spp. outbreaks were associated with construction (P < .001). An index case was identified in 36.8% of viral outbreaks (P = .016). Other sources included inadequate disinfection and transmission from visitors.
Conclusions:
Our study highlights several associations between pathogens involved in HSCT unit outbreaks and their respective sources. Establishing standardized guidelines for unit construction – particularly for ventilation and water safety – could further reduce the risk of pathogen transmission and enhance infection prevention in these high-risk settings.