Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy

We address an important gap in detection of political bias in news articles. Previous works that perform supervised document classification can be biased towards the writing style of each news outlet, leading to overfitting and limited generalizability. Our approach overcomes this limitation by considering both the sentence-level semantics and the document-level rhetorical structure, resulting in a more robust and style-agnostic approach to detecting political bias in news articles. We introduce a novel multi-head hierarchical attention model that effectively encodes the structure of long documents through a diverse ensemble of attention heads. While journalism follows a formalized rhetorical structure, the writing style may vary by news outlet. We demonstrate that our method overcomes this domain dependency and outperforms previous approaches for robustness and accuracy. Further analysis demonstrates the ability of our model to capture the discourse structures commonly used in the journalism domain.Comment: Preprint. Under revie

Anti-Tuberculosis Drugs and Adverse Events

Anti-tuberculosis (TB) drugs can cause adverse drug reactions, particularly the older second-line drugs. Early intervention and adequate management of adverse drug reactions are important to prevent complications. Laboratory testing at baseline and during treatment, in addition to clinical monitoring, is protocolized to improve patient and treatment management. This chapter provides an overview of the most frequent and severe adverse effects caused by the first-and second-line drugs used for the treatment of tuberculosis. An approach on how to manage the adverse drugs effects is briefly described.</p

Anti-Tuberculosis Drugs and Adverse Events

Anti-tuberculosis (TB) drugs can cause adverse drug reactions, particularly the older second-line drugs. Early intervention and adequate management of adverse drug reactions are important to prevent complications. Laboratory testing at baseline and during treatment, in addition to clinical monitoring, is protocolized to improve patient and treatment management. This chapter provides an overview of the most frequent and severe adverse effects caused by the first-and second-line drugs used for the treatment of tuberculosis. An approach on how to manage the adverse drugs effects is briefly described.</p

Anti-Tuberculosis Drugs and Adverse Events

Anti-tuberculosis (TB) drugs can cause adverse drug reactions, particularly the older second-line drugs. Early intervention and adequate management of adverse drug reactions are important to prevent complications. Laboratory testing at baseline and during treatment, in addition to clinical monitoring, is protocolized to improve patient and treatment management. This chapter provides an overview of the most frequent and severe adverse effects caused by the first-and second-line drugs used for the treatment of tuberculosis. An approach on how to manage the adverse drugs effects is briefly described.</p

Anti-Tuberculosis Drugs and Adverse Events

Anti-tuberculosis (TB) drugs can cause adverse drug reactions, particularly the older second-line drugs. Early intervention and adequate management of adverse drug reactions are important to prevent complications. Laboratory testing at baseline and during treatment, in addition to clinical monitoring, is protocolized to improve patient and treatment management. This chapter provides an overview of the most frequent and severe adverse effects caused by the first-and second-line drugs used for the treatment of tuberculosis. An approach on how to manage the adverse drugs effects is briefly described.</p

Anti-Tuberculosis Drugs and Adverse Events

Anti-tuberculosis (TB) drugs can cause adverse drug reactions, particularly the older second-line drugs. Early intervention and adequate management of adverse drug reactions are important to prevent complications. Laboratory testing at baseline and during treatment, in addition to clinical monitoring, is protocolized to improve patient and treatment management. This chapter provides an overview of the most frequent and severe adverse effects caused by the first-and second-line drugs used for the treatment of tuberculosis. An approach on how to manage the adverse drugs effects is briefly described.</p

Anti-Tuberculosis Drugs and Adverse Events

Anti-tuberculosis (TB) drugs can cause adverse drug reactions, particularly the older second-line drugs. Early intervention and adequate management of adverse drug reactions are important to prevent complications. Laboratory testing at baseline and during treatment, in addition to clinical monitoring, is protocolized to improve patient and treatment management. This chapter provides an overview of the most frequent and severe adverse effects caused by the first-and second-line drugs used for the treatment of tuberculosis. An approach on how to manage the adverse drugs effects is briefly described.</p

Serum 25-hydroxy vitamin D and the risk of low muscle mass in young and middle-aged Korean adults

Objective: Despite the known benefit of vitamin D in reducing sarcopenia risk in older adults, its effect against muscle loss in the young population is unknown. We aimed to examine the association of serum 25-hydroxy vitamin D [25(OH)D] level and its changes over time with the risk of incident low muscle mass (LMM) in young and middle-aged adults.Design: This study is a cohort study.Methods: The study included Korean adults (median age: 36.9 years) without LMM at baseline followed up for a median of 3.9 years (maximum: 7.3 years). LMM was defined as the appendicular skeletal muscle (ASM) mass by body weight (ASM/weight) of 1 s.d. below the sex-specific mean for the young reference group. Cox proportional hazard models were used to estimate hazard ratios (HRs) with 95% CIs.Results: Of the 192,908 individuals without LMM at baseline, 19,526 developed LMM. After adjusting for potential confounders, the multivariable-adjusted HRs (95% CIs) for incident LMM comparing 25(OH)D levels of 25-&lt;50, 50-&lt;75, and ≥75 nmol/L to 25(OH)D &lt;25 nmol/L were 0.93 (0.90-0.97), 0.85 (0.81-0.89), and 0.77 (0.71-0.83), respectively. The inverse association of 25(OH)D with incident LMM was consistently observed in young (aged &lt;40 years) and older individuals (aged ≥40 years). Individuals with increased 25(OH)D levels (&lt;50-≥50 nmol/L) or persistently adequate 25(OH)D levels (≥50 nmol/L) between baseline and follow-up visit had a lower risk of incident LMM than those with persistently low 25(OH)D levels.Conclusions: Maintaining sufficient serum 25(OH)D could prevent unfavourable changes in muscle mass in both young and middle-aged Korean adults.</p

Nonalcoholic fatty liver disease and risk of incident young-onset hypertension:effect modification by sex

Background and aims: although nonalcoholic fatty liver disease (NAFLD) and hypertension are increasingly common among young adults, it is uncertain if NAFLD affects incidence of young-onset hypertension, and if the association is modified by sex. We investigated potential effect modification by sex on the association between NAFLD and incident hypertension in young adults (&lt;40 years).Method and results: this cohort study comprised 85,789 women and 67,553 men aged &lt;40 years without hypertension at baseline. Hepatic steatosis was assessed by liver ultrasound and classified as mild or moderate/severe. Hypertension was defined as blood pressure (BP) ≥130/80 mmHg; self-reported history of physician-diagnosed hypertension; or current use of BP-lowering medications. Cox proportional hazard models were used to estimate hazard ratios (HRs; 95% confidence intervals [CIs]) for incident hypertension by NAFLD status (median follow-up 4.5 years). A total of 25,891 participants developed incident hypertension (incidence rates per 103 person-years: 15.6 for women and 63.5 for men). Multivariable-adjusted HRs (95% CIs) for incident hypertension comparing no NAFLD (reference) with mild or moderate/severe NAFLD were 1.68 (1.56–1.80) and 1.83 (1.60–2.09) for women and 1.21 (1.17–1.25) and 1.23 (1.17–1.30) for men, respectively. Stronger associations were consistently observed between NAFLD and incident hypertension in women, regardless of obesity/central obesity (all p-values for interaction by sex &lt;0.001).Conclusions: NAFLD is a potential risk factor for young-onset hypertension with a relatively greater impact in women and in those with more severe hepatic steatosis