958 papers
Using longitudinal data from Australia, this study reveals that while regional settlement increases refugee employment rates compared to urban areas, it also leads to greater occupational downgrading and rising work-related stress over time, challenging the assumption that higher employment equates to successful integration.
This study developed an interpretable machine learning model for predicting invasive fungal infections in critically ill patients using MIMIC-IV and eICU databases, revealing that while multi-center training data significantly enhances cross-institutional generalizability, successful model transfer is critically dependent on harmonizing feature definitions and scoring systems to overcome distribution shifts.
This study demonstrates that short-read genome sequencing combined with automated prioritization tools significantly improves diagnostic yields for neurodegenerative and neuromuscular disorders by identifying previously missed structural variants in patients who had inconclusive results from standard gene panels or exome sequencing.
A 2024 cross-sectional analysis of U.S. adults reveals that past-month e-cigarette use, particularly nicotine-only vaping, is significantly associated with higher odds of moderate-to-severe anxiety symptoms, though the link for THC vaping appears largely confounded by concurrent marijuana use and depression.
This prospective longitudinal study demonstrates that in adolescents with major depressive disorder and comorbid non-suicidal self-injury, the dynamic change in interleukin-12 (ΔIL-12) following six weeks of SSRI monotherapy serves as an independent predictive biomarker for symptomatic improvement, highlighting its potential utility for precision psychiatry in this high-risk population.
This study reveals that the prokaryotic actin homolog MreB undergoes continuous nucleotide exchange within its filaments to regulate stability, a mechanism distinct from canonical actin and tubulin where such exchange occurs only in soluble subunits.
This qualitative study of 30 youths with psychosis in Zimbabwe reveals that the COVID-19 pandemic exacerbated their vulnerability through pervasive anxiety, socio-economic hardships, and inadequate support systems, underscoring the urgent need for inclusive crisis preparedness and targeted interventions for people with psychosocial disabilities.
This paper proposes IBKA-Transformer, a novel fault diagnosis method that integrates an improved Black Kite Algorithm with a Transformer model to optimize hyperparameters and select features, achieving 99.86% accuracy in industrial robot bearing fault diagnosis.
This study establishes and validates a 15-gene copper and lipid metabolism-related prognostic signature for gastric cancer that effectively stratifies patient risk, correlates with distinct metabolic subtypes and immune microenvironment features, and identifies GAD1 as a key driver of tumor progression.
This study utilizes a 6,000-year paleoclimate record and Generalized Additive Modeling to demonstrate that *Acropora palmata* populations across the Caribbean have historically experienced non-linear, geographically divergent fluctuations driven by natural climate variability, indicating that recent anthropogenic declines are part of a longer pattern of instability rather than an unprecedented event.