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	<title>electronic health records in research &#8211; Science</title>
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	<title>electronic health records in research &#8211; Science</title>
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		<title>Study Reveals Elevated Risk of Rare Heart Complications in Children Following COVID-19 Infection Compared to Vaccination</title>
		<link>https://scienmag.com/study-reveals-elevated-risk-of-rare-heart-complications-in-children-following-covid-19-infection-compared-to-vaccination/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Wed, 05 Nov 2025 00:30:40 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[British Heart Foundation research initiatives]]></category>
		<category><![CDATA[cardiovascular outcomes post-COVID]]></category>
		<category><![CDATA[children's health during pandemic]]></category>
		<category><![CDATA[COVID-19 infection risks in children]]></category>
		<category><![CDATA[electronic health records in research]]></category>
		<category><![CDATA[inflammatory diseases in young people]]></category>
		<category><![CDATA[long-term effects of COVID-19 in minors]]></category>
		<category><![CDATA[public health implications of COVID-19]]></category>
		<category><![CDATA[rare heart complications in children]]></category>
		<category><![CDATA[study on COVID-19 and vaccination]]></category>
		<category><![CDATA[University of Cambridge heart study]]></category>
		<category><![CDATA[vaccination impacts on youth health]]></category>
		<guid isPermaLink="false">https://scienmag.com/study-reveals-elevated-risk-of-rare-heart-complications-in-children-following-covid-19-infection-compared-to-vaccination/</guid>

					<description><![CDATA[A groundbreaking study has comprehensively explored the delicate balance between the risks of COVID-19 infection and vaccination in children and young people, offering crucial insights into vascular and inflammatory diseases within this vulnerable population. Published in the prestigious journal The Lancet Child &#38; Adolescent Health, this research constitutes the largest population-based analysis of its kind [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>A groundbreaking study has comprehensively explored the delicate balance between the risks of COVID-19 infection and vaccination in children and young people, offering crucial insights into vascular and inflammatory diseases within this vulnerable population. Published in the prestigious journal <em>The Lancet Child &amp; Adolescent Health</em>, this research constitutes the largest population-based analysis of its kind in England, examining nearly 14 million children under 18 between January 2020 and December 2022. Led by an expert consortium from the Universities of Cambridge and Edinburgh, alongside University College London, and with vital support from the British Heart Foundation (BHF) Data Science Centre, this investigation utilises linked electronic health records (EHRs) to yield unprecedented clarity on rare but significant cardiovascular and inflammatory outcomes following COVID-19 infection or vaccination.</p>
<p>The principal investigator, Dr. Alexia Sampri from the University of Cambridge, emphasised the pivotal findings by stating that although these complications remain rare, children and adolescents exposed to a COVID-19 infection are more prone to developing heart-related, vascular, or inflammatory conditions compared to their vaccinated peers. Notably, the elevated risks post-infection tend to persist for much longer durations than any observed effects following vaccination, underscoring an important distinction that has critical implications for public health policies and paediatric healthcare strategies.</p>
<p>The study’s methodological strength lies in its comprehensive utilisation of anonymised EHRs accessed within the NHS England Secure Data Environment, a rigorous data governance framework that safeguards patient privacy. This allowed the research team to study 3.9 million children who experienced a first COVID-19 diagnosis and 3.4 million who received their initial dose of the Pfizer–BioNTech BNT162b2 vaccine during the study timeline. Harnessing such vast, real-world data across nearly the entire youth demographic of England renders this investigation both robust and widely generalizable.</p>
<p>Focusing on specific complications, the research analysed the incidence and temporal patterns of arterial and venous thrombosis, thrombocytopenia, myocarditis, pericarditis, and assorted inflammatory syndromes post exposure to either COVID-19 infection or vaccination. Strikingly, these conditions’ risks peaked during the initial four weeks following a confirmed COVID-19 diagnosis. However, unlike vaccine-related adverse effects which were transient, for several conditions, the heightened risk extended over an entire year, highlighting the protracted vascular and inflammatory sequelae potentially triggered by SARS-CoV-2 infection in younger patients.</p>
<p>In stark contrast, the elevated myocarditis and pericarditis risk associated with COVID-19 vaccination was restricted to a narrow window within four weeks post-vaccination, after which risk levels returned to baseline. This clear demarcation suggests a significantly lower and briefer duration of vaccine-associated cardiovascular risks, affirming the relative safety profile of the mRNA vaccine in this age group. Quantitatively, the data revealed that over six months, COVID-19 infection was linked to 2.24 additional cases of myocarditis or pericarditis per 100,000 young individuals diagnosed with infection. By comparison, vaccination corresponded to a markedly lower excess of 0.85 cases per 100,000 recipients.</p>
<p>Previous epidemiological studies had hinted at increased risks of myocarditis, pericarditis, and thrombocytopenia among children with prior COVID-19 diagnosis; however, this investigation provides the first large-scale, head-to-head comparison incorporating both infection and vaccination risks. Co-author Professor Pia Hardelid from University College London remarked on the significance of this evidence base, emphasizing that it equips parents, caregivers, and healthcare providers with comprehensive, data-driven insights to inform complex decisions surrounding COVID-19 prevention in children.</p>
<p>Another key contributor, Professor Angela Wood from the University of Cambridge and Associate Director at BHF Data Science Centre, reiterated the value of using exhaustive EHR linkage across an entire population. This enabled detection of extremely rare but serious adverse events and illuminated the dynamic nature of risk profiles as immunity evolves and novel viral variants emerge, thereby spotlighting the necessity for ongoing, real-time surveillance and data integration in guiding future vaccination strategies and public health interventions.</p>
<p>Adding to the discourse, Professor William Whiteley of the University of Edinburgh, also an Associate Director at BHF Data Science Centre, underscored that this study provides crucial, trustworthy information drawn directly from NHS hospital and primary care records. His commentary highlighted that while risks of myocarditis and inflammatory illnesses within children and adolescents were confirmed to be low throughout the pandemic, vaccination consistently exhibited a safer risk profile relative to infection, an important message to reassure families navigating pandemic uncertainties.</p>
<p>The findings resonate deeply within the broader scientific community as evidence continues to mount on the comparative safety of vaccines versus natural infection for vulnerable populations. They delineate how SARS-CoV-2 infection’s systemic effects can provoke prolonged immune and vascular disruptions, possibly mediated through endothelial dysfunction, hypercoagulability, and systemic inflammation mechanisms well-documented in adult cohorts but less studied in paediatric groups until now. By extending these analyses to the young, the study fills a critical knowledge gap crucial for tailoring age-specific clinical guidelines.</p>
<p>Importantly, the research also reflects expert consensus on the utility of massively linked datasets for epidemiological vigilance and health policy decision-making. The innovative methodological framework demonstrated here serves as a model for other countries aiming to leverage routinely collected health data to rapidly respond to emerging infectious threats and vaccine safety questions. As vaccine development and deployment accelerate globally, such infrastructure will be essential in maintaining public trust and optimizing benefit-risk balances.</p>
<p>In conclusion, this pioneering research decisively advances understanding of cardiovascular and inflammatory risks in children and young people exposed to COVID-19 infection and vaccination. It affirms that although adverse outcomes remain infrequent, the risk burden associated with natural infection is substantially greater and more enduring compared to vaccine exposure. This reinforces current public health recommendations advocating vaccination as a safer pathway to protect children’s health amid evolving pandemic challenges. Continued monitoring and rigorous investigation will be vital to detect changes as SARS-CoV-2 variants arise and to ensure policies remain grounded in the most comprehensive and current evidence.</p>
<hr />
<p><strong>Subject of Research</strong>: People</p>
<p><strong>Article Title</strong>: Vascular and inflammatory diseases after COVID-19 infection and vaccination in children and young people in England: a retrospective, population-based cohort study using linked electronic health records</p>
<p><strong>News Publication Date</strong>: 4-Nov-2025</p>
<p><strong>Web References</strong>:<br />
<a href="https://www.thelancet.com/journals/lanchi/article/PIIS2352-4642(25)00247-0/fulltext">https://www.thelancet.com/journals/lanchi/article/PIIS2352-4642(25)00247-0/fulltext</a><br />
<a href="http://dx.doi.org/10.1016/S2352-4642(25)00247-0">http://dx.doi.org/10.1016/S2352-4642(25)00247-0</a></p>
<p><strong>References</strong>: The Lancet Child &amp; Adolescent Health, 2025: DOI 10.1016/S2352-4642(25)00247-0</p>
<p><strong>Keywords</strong>: COVID-19, children, young people, myocarditis, pericarditis, thrombosis, thrombocytopenia, vaccination, Pfizer–BioNTech, electronic health records, population-based study, SARS-CoV-2, vaccine safety, inflammatory diseases</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">101062</post-id>	</item>
		<item>
		<title>Shifts in Infective Endocarditis Demographics: 2012-2021</title>
		<link>https://scienmag.com/shifts-in-infective-endocarditis-demographics-2012-2021/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Tue, 16 Sep 2025 02:26:48 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[adult health disparities]]></category>
		<category><![CDATA[bacterial infections and heart disease]]></category>
		<category><![CDATA[decade-long rise in infective endocarditis cases]]></category>
		<category><![CDATA[demographic shifts in heart infections]]></category>
		<category><![CDATA[electronic health records in research]]></category>
		<category><![CDATA[healthcare access and disease prevalence]]></category>
		<category><![CDATA[increased awareness of heart infections]]></category>
		<category><![CDATA[infective endocarditis trends]]></category>
		<category><![CDATA[morbidity and mortality in endocarditis]]></category>
		<category><![CDATA[national databases and health studies]]></category>
		<category><![CDATA[sociodemographic factors in endocarditis]]></category>
		<category><![CDATA[targeted interventions for endocarditis]]></category>
		<guid isPermaLink="false">https://scienmag.com/shifts-in-infective-endocarditis-demographics-2012-2021/</guid>

					<description><![CDATA[In a compelling exploration of a pressing health issue, a groundbreaking study conducted by Rushovich, Diez-Roux, Goldstein, and their team examines the intersectional demographic trends surrounding infective endocarditis among adults in the United States, spanning from 2012 to 2021. Infective endocarditis, an infection of the inner lining of the heart, represents a significant cause of [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In a compelling exploration of a pressing health issue, a groundbreaking study conducted by Rushovich, Diez-Roux, Goldstein, and their team examines the intersectional demographic trends surrounding infective endocarditis among adults in the United States, spanning from 2012 to 2021. Infective endocarditis, an infection of the inner lining of the heart, represents a significant cause of morbidity and mortality in adults. This study provides updated and essential insights into the demographic shifts associated with this life-threatening condition, shedding light on the factors contributing to its increase.</p>
<p>The research addresses a crucial gap in existing literature by using comprehensive data sets, including electronic health records and national databases. These sources are instrumental in identifying variations across different populations, highlighting how sociodemographic factors intersect with disease prevalence. Endocarditis, often resulting from bacterial infections, poses varying risks depending on lifestyle, access to healthcare, and socioeconomic status. The insightful findings of this study highlight these critical disparities, emphasizing the need for targeted interventions and increased awareness within healthcare systems.</p>
<p>One of the key takeaways from the research is the pronounced rise in infective endocarditis cases over the past decade, as revealed through meticulous data analysis. Particularly concerning is the increased incidence among specific demographic groups, such as racial and ethnic minorities and older adults. The researchers employed sophisticated statistical techniques to project trends and identify the characteristics of those most affected. This trend raises alarms about health equity, urging stakeholders to address the systemic issues that might contribute to the disproportionate burden faced by these groups.</p>
<p>The mechanisms driving these demographic trends remain complex, as the researchers delve deeper into lifestyle factors and underlying comorbidities. For instance, the increasing prevalence of conditions like heart disease, diabetes, and substance use disorders continues to correlate with higher rates of infective endocarditis. By correlating these factors with demographic data, the study illustrates how intertwined social determinants of health can exacerbate vulnerabilities, ultimately leading to poor health outcomes.</p>
<p>Moreover, the researchers emphasize the urgent need for improved clinical guidelines that consider these demographic realities. The study advocates for enhanced screening programs and educational resources tailored to high-risk populations. With the increase in antibiotic resistance and the complexity of treating infective endocarditis, timely identification and treatment become paramount. The findings serve as a clarion call to the medical community and policymakers, capitalizing on this data to drive a paradigm shift in how infective endocarditis is approached.</p>
<p>Public health initiatives highlighting the importance of preventive care and accessible healthcare services are crucial steps forward. The study stresses the significance of outreach efforts to raise awareness about the symptoms of infective endocarditis, encouraging individuals to seek medical attention sooner. Educating at-risk communities about the potential impact of substance use and heart health is essential for reducing the incidence of this severe infection.</p>
<p>In terms of research methodology, the team leverages advanced epidemiological techniques to analyze the data effectively. By employing a mixed-methods approach, they can capture both quantitative data—such as hospitalization rates—and qualitative insights through interviews and surveys. This blend of data not only enhances the overall richness of the research but also enables a nuanced understanding of the lived experiences of individuals affected by endocarditis.</p>
<p>Furthermore, the study acknowledges the critical role of healthcare accessibility in influencing demographic trends. The disparities evident in the data underscore the importance of equitable access to healthcare resources. The researchers propose that improving healthcare infrastructure in underserved areas could dramatically influence the incidence of infective endocarditis. This finding aligns with broader discussions in public health about the need for systemic change to mitigate health disparities.</p>
<p>As the research indicates, the road ahead involves confronting deeply ingrained societal issues, such as poverty, lack of education, and subpar living conditions—factors that often dictate health outcomes. For instance, individuals from lower socioeconomic backgrounds may experience barriers to accessing preventive healthcare or timely treatment, ultimately contributing to higher rates of infective endocarditis. The study serves as a pivotal reminder of the roles society and systemic barriers play in health inequities.</p>
<p>In addressing these systemic disparities, the researchers highlight the need for multidisciplinary collaboration. By engaging various stakeholders—ranging from healthcare providers to community organizations—efforts can be made to implement comprehensive strategies that address both clinical needs and social determinants of health. The study illustrates how collaborative approaches can enhance the delivery of care and promote healthier outcomes for vulnerable populations.</p>
<p>In conclusion, the implications of this research extend far beyond academic discourse. The findings present a powerful call to action for both healthcare professionals and policymakers. As communities grapple with the growing burden of infectious diseases, focusing on the intersectionality of demographic factors is crucial for building a more equitable healthcare system. Understanding the evolving landscape of infective endocarditis is essential for developing effective prevention and intervention strategies tailored to meet the diverse needs of the population.</p>
<p>Ultimately, this study sets the groundwork for future research, emphasizing the importance of continued monitoring and exploration of demographic trends. The urgency to address these disparities resonates throughout the recommendations provided by the authors. Moving forward, a commitment to equity in healthcare will be paramount in combating the growing challenge of infective endocarditis, ensuring that no demographic is left behind in the pursuit of health improvement.</p>
<p><strong>Subject of Research</strong>: Infective Endocarditis Trends in Intersectional Demographics<br />
<strong>Article Title</strong>: Intersectional Demographic Trends in Infective Endocarditis Among Adults in the US, 2012–2021<br />
<strong>Article References</strong>: Rushovich, T., Diez-Roux, A.V., Goldstein, N.D. et al. Intersectional Demographic Trends in Infective Endocarditis Among Adults in the US, 2012–2021. J GEN INTERN MED (2025). <a href="https://doi.org/10.1007/s11606-025-09872-1">https://doi.org/10.1007/s11606-025-09872-1</a><br />
<strong>Image Credits</strong>: AI Generated<br />
<strong>DOI</strong>: 10.1007/s11606-025-09872-1<br />
<strong>Keywords</strong>: Infective Endocarditis, Intersectionality, Health Disparities, Epidemiology, Public Health, Healthcare Accessibility, Social Determinants of Health.</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">78797</post-id>	</item>
		<item>
		<title>Neuropsychiatric Risks Linked to COVID-19 Revealed</title>
		<link>https://scienmag.com/neuropsychiatric-risks-linked-to-covid-19-revealed/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Fri, 01 Aug 2025 02:34:36 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[causal inference in observational studies]]></category>
		<category><![CDATA[comprehensive analysis of neuropsychiatric conditions]]></category>
		<category><![CDATA[demographic variations in mental health]]></category>
		<category><![CDATA[electronic health records in research]]></category>
		<category><![CDATA[long-term effects of SARS-CoV-2 infection]]></category>
		<category><![CDATA[mental health consequences of COVID-19]]></category>
		<category><![CDATA[methodological approaches in health research]]></category>
		<category><![CDATA[neurological disorders post-COVID]]></category>
		<category><![CDATA[neuropsychiatric risks of COVID-19]]></category>
		<category><![CDATA[pandemic impact on brain health]]></category>
		<category><![CDATA[public health implications of COVID-19]]></category>
		<category><![CDATA[risk factors for psychiatric disorders]]></category>
		<guid isPermaLink="false">https://scienmag.com/neuropsychiatric-risks-linked-to-covid-19-revealed/</guid>

					<description><![CDATA[In the ongoing quest to understand the far-reaching effects of the COVID-19 pandemic, one of the most compelling yet complex areas of investigation has been the neurological and psychiatric sequelae following SARS-CoV-2 infection. A groundbreaking study recently published in Nature Communications provides a comprehensive analysis of the risk associated with a spectrum of neuropsychiatric conditions [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In the ongoing quest to understand the far-reaching effects of the COVID-19 pandemic, one of the most compelling yet complex areas of investigation has been the neurological and psychiatric sequelae following SARS-CoV-2 infection. A groundbreaking study recently published in <em>Nature Communications</em> provides a comprehensive analysis of the risk associated with a spectrum of neuropsychiatric conditions post-COVID-19, employing a sophisticated methodological framework that offers new clarity on this critical public health issue.</p>
<p>The study navigates through the intricate relationship between SARS-CoV-2 infection and its long-term impact on the brain and mental health. Leveraging a difference-in-differences analytic approach, renowned for its strength in causal inference from observational data, researchers meticulously compared the incidence of neuropsychiatric disorders in infected individuals versus matched controls. This method accounts for baseline temporal trends and unobserved confounding factors, thereby isolating the virus’s direct contribution to emerging neurological and psychiatric symptoms with unprecedented precision.</p>
<p>At the heart of this investigation lies a vast dataset encompassing millions of electronic health records across diverse healthcare settings. By integrating data from such a broad population base, the investigators ensured the inclusivity of various demographics, spanning age groups, genders, ethnic backgrounds, and comorbidities. This comprehensive approach allowed the study to capture subtle variations in risk that are often masked in smaller cohorts or less rigorously matched controls.</p>
<p>A striking outcome of the analysis revealed a significantly elevated risk for several neuropsychiatric conditions within six months following COVID-19 diagnosis. Among these, anxiety disorders and mood disturbances surfaced prominently, pointing to the profound psychological burden exerted by the virus. Additionally, the study identified increased incidences of cognitive impairments, including what is popularly termed &#8220;brain fog,&#8221; as well as cases of psychotic disorders, indicating a multifaceted impact on mental health.</p>
<p>Beyond psychological effects, the investigation delved into neurological manifestations that have been increasingly reported throughout the pandemic. The data highlighted notable surges in cerebrovascular events such as ischemic strokes and transient ischemic attacks, potentially linked to the prothrombotic state induced by SARS-CoV-2 infection. Moreover, peripheral neuropathies and other neurological sequelae were noted, suggesting widespread neuroinflammatory processes triggered by the virus.</p>
<p>Crucially, the temporal dynamics of these conditions were scrutinized, revealing that many neuropsychiatric risks peak within the first 30 to 90 days post-infection but persist markedly up to six months. This persistent risk profile underscores the necessity for continuous clinical vigilance and the development of targeted surveillance strategies to identify and manage sufferers early, potentially mitigating long-term disability.</p>
<p>The researchers also examined the interplay of age and severity of COVID-19 on subsequent neuropsychiatric outcomes. Older adults, as anticipated, exhibited heightened vulnerability, with more severe infections correlating with an augmented risk. However, alarmingly, even individuals with mild or asymptomatic infections faced elevated risks, challenging prior assumptions that only severe COVID-19 cases precipitate such complications.</p>
<p>One critical insight uncovered by the study relates to the potential mechanisms underpinning these neuropsychiatric sequelae. While direct viral invasion of the central nervous system remains a topic of ongoing debate, the data suggest that immune dysregulation, systemic inflammation, microvascular injury, and chronic stress responses may collectively orchestrate the observed neurological damage and psychological distress after infection.</p>
<p>Another facet of the research considered the confounding role of pandemic-related societal factors, such as lockdowns and economic upheaval, which complicate disentangling the virus’s direct effects from psychosocial stressors. The difference-in-differences framework adeptly adjusted for these variables by incorporating contemporaneous control groups, thereby strengthening the causal claims associating SARS-CoV-2 infection itself with the heightened neuropsychiatric burden.</p>
<p>Importantly, the study’s extensive representative sample allowed for stratified analyses by vaccination status and viral variants, although these aspects warrant deeper exploration in future research. Preliminary trends indicated that vaccination might attenuate the risk of post-infection neuropsychiatric complications, reiterating the broader protective benefits of immunization beyond merely preventing acute illness.</p>
<p>Complementing quantitative analyses, the authors discussed implications for healthcare systems globally, highlighting the urgent need to equip neuropsychiatric services to handle surges in demand potentially triggered by the pandemic’s downstream effects. They advocate for the establishment of multidisciplinary care pathways integrating neurology, psychiatry, and rehabilitation services to address the complex needs of COVID-19 survivors with long-term neuropsychiatric symptoms.</p>
<p>From a research perspective, this robust analytical framework sets a new benchmark for observational studies probing disease outcomes in real-world settings. By systematically controlling for temporal trends and confounders, the approach enables stakeholders to discern subtle but clinically meaningful associations with greater confidence, an imperative for guiding policy and clinical decision-making in the post-pandemic era.</p>
<p>In conclusion, this landmark study elucidates the considerable burden of neuropsychiatric conditions associated with SARS-CoV-2 infection. It calls attention to the silent yet serious consequences of the virus that extend well beyond acute respiratory illness, manifesting as a spectrum of mental and neurological health challenges. As the global community continues to grapple with the evolving pandemic landscape, these findings underscore the criticality of sustained surveillance, targeted interventions, and ongoing investigation into the pathophysiological underpinnings of COVID-19’s neurological impact.</p>
<p>Ultimately, understanding the aftermath of SARS-CoV-2 infection in terms of brain health is not only essential for individual patient care but also for public health planning and resource allocation. With millions worldwide affected, acknowledging and addressing the neurological and psychiatric dimensions of COVID-19 will be pivotal in shaping a holistic recovery narrative for humanity in the years to come.</p>
<hr />
<p><strong>Subject of Research</strong>: Risk of neuropsychiatric and related conditions associated with SARS-CoV-2 infection</p>
<p><strong>Article Title</strong>: Risk of neuropsychiatric and related conditions associated with SARS-CoV-2 infection: a difference-in-differences analysis</p>
<p><strong>Article References</strong>:<br />
Lu, Y., Tong, J., Zhang, D. <em>et al.</em> Risk of neuropsychiatric and related conditions associated with SARS-CoV-2 infection: a difference-in-differences analysis. <em>Nat Commun</em> <strong>16</strong>, 6829 (2025). <a href="https://doi.org/10.1038/s41467-025-61961-1">https://doi.org/10.1038/s41467-025-61961-1</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
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