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A unified treatment of multiple testing with prior knowledge using the p-filter

Aaditya K. Ramdas, Rina F. Barber, Martin J. Wainwright, Michael I. Jordan.

Source: The Annals of Statistics, Volume 47, Number 5, 2790--2821.

Abstract:
There is a significant literature on methods for incorporating knowledge into multiple testing procedures so as to improve their power and precision. Some common forms of prior knowledge include (a) beliefs about which hypotheses are null, modeled by nonuniform prior weights; (b) differing importances of hypotheses, modeled by differing penalties for false discoveries; (c) multiple arbitrary partitions of the hypotheses into (possibly overlapping) groups and (d) knowledge of independence, positive or arbitrary dependence between hypotheses or groups, suggesting the use of more aggressive or conservative procedures. We present a unified algorithmic framework called p-filter for global null testing and false discovery rate (FDR) control that allows the scientist to incorporate all four types of prior knowledge (a)–(d) simultaneously, recovering a variety of known algorithms as special cases.




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On Bayesian new edge prediction and anomaly detection in computer networks

Silvia Metelli, Nicholas Heard.

Source: The Annals of Applied Statistics, Volume 13, Number 4, 2586--2610.

Abstract:
Monitoring computer network traffic for anomalous behaviour presents an important security challenge. Arrivals of new edges in a network graph represent connections between a client and server pair not previously observed, and in rare cases these might suggest the presence of intruders or malicious implants. We propose a Bayesian model and anomaly detection method for simultaneously characterising existing network structure and modelling likely new edge formation. The method is demonstrated on real computer network authentication data and successfully identifies some machines which are known to be compromised.




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New Engineering X Pandemic Preparedness programme to support global innovation and knowledge sharing




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4 Sales Presentation Innovations That Keep Viewers on the Edge of Their Seats

People have been giving presentations for thousands of years, from Moses with his stone tablets to Elon Musk revealing his grand plans to colonize Mars. While the elements of a great pitchman generally have remained the same over the past 5,000 years -- conviction, charisma, credibility -- today's successful presenters do more than just get in front of an audience and talk.




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Cross Recruitment of Domain-Selective Cortical Representations Enables Flexible Semantic Knowledge

Knowledge about objects encompasses not only their prototypical features but also complex, atypical, semantic knowledge (e.g., "Pizza was invented in Naples"). This fMRI study of male and female human participants combines univariate and multivariate analyses to consider the cortical representation of this more complex semantic knowledge. Using the categories of food, people, and places, this study investigates whether access to spatially related geographic semantic knowledge (1) involves the same domain-selective neural representations involved in access to prototypical taste knowledge about food; and (2) elicits activation of neural representations classically linked to places when this geographic knowledge is accessed about food and people. In three experiments using word stimuli, domain-relevant and atypical conceptual access for the categories food, people, and places were assessed. Results uncover two principles of semantic representation: food-selective representations in the left insula continue to be recruited when prototypical taste knowledge is task-irrelevant and under conditions of high cognitive demand; access to geographic knowledge for food and people categories involves the additional recruitment of classically place-selective parahippocampal gyrus, retrosplenial complex, and transverse occipital sulcus. These findings underscore the importance of object category in the representation of a broad range of knowledge, while showing how the cross recruitment of specialized representations may endow the considerable flexibility of our complex semantic knowledge.

SIGNIFICANCE STATEMENT We know not only stereotypical things about objects (an apple is round, graspable, edible) but can also flexibly combine typical and atypical features to form complex concepts (the metaphorical role an apple plays in Judeo-Christian belief). In this fMRI study, we observe that, when atypical geographic knowledge is accessed about food dishes, domain-selective sensorimotor-related cortical representations continue to be recruited, but that regions classically associated with place perception are additionally engaged. This interplay between categorically driven representations, linked to the object being accessed, and the flexible recruitment of semantic stores linked to the content being accessed, provides a potential mechanism for the broad representational repertoire of our semantic system.




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How berry knowledgeable are you?

Ripe, juicy, and practically begging to be eaten, berries are a spring and summer treat that make your mouth water. To celebrate the pinnacle of berry season, we gathered some facts and figures and are challenging you to see how far your berry knowledge really goes. 




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Opening a world of knowledge

If you are an avid reader, then you might know that today is World Book Day. You also probably know the word prolific and when it comes to books, FAO is nothing short of prolific. In fact, a library was at the origins of FAO. David Lubin, a Polish-born American citizen, saw the struggles that farmers face and helped to start the [...]




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http://digg.com/submit?url=http://www.edge.org/conversation/science-is-the-only-news




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http://digg.com/submit?url=http://www.edge.org/conversation/a-universe-of-self-replicating-code




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http://digg.com/submit?url=http://www.edge.org/conversation/a-cultural-history-of-physics




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http://digg.com/submit?url=http://www.edge.org/conversation/-quotthe-man-who-runs-the-world-39s-smartest-website-quot-in-the-observer




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http://digg.com/submit?url=http://www.edge.org/conversation/




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Newly Unsealed Vatican Archives Lay Out Evidence of Pope Pius XII's Knowledge of the Holocaust

The Catholic Church's actions during World War II have long been a matter of historical debate




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Open COVID Pledge Makes Critical IP Freely Accessible for Pandemic Fight

Legal experts and leading scientists have teamed up with Creative Commons to create the Open COVID Pledge to help speed up the battle against the coronavirus pandemic. The Pledge gives broad permission to anyone to use intellectual property not otherwise accessible to the public, and generally replaces the need for any other license or royalty agreement.




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Raftaar: Our biggest contribution will be to acknowledge the fact that the COVID warriors are doing a brilliant job

"I have tied up with several NGO’s like Parivartan the change who donate food to over 500 people every day as well with welfare organisations like 4dogsakeindia where we feed over 200 street dogs."



  • IMC News Feed

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A Politician Takes a Sledgehammer to His Own Ego

Just in time for Easter, the story of a blind state leader who is giving up his office to join the Jesuits.




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The spiteful hedgehog brings Easter joy

With the help of puppets, Corrie, a short-term worker from the UK was able to share the message of Christ in schools and kindergartens across Hungary this Easter.




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Archbishops acknowledge pain of Catholics who cannot receive sacraments amid lockdown

London, England, May 1, 2020 / 05:00 am (CNA).- The metropolitan archbishops of England and Wales acknowledged the pain of Catholics who cannot receive the sacraments because of the coronavirus lockdown in a message issued Friday. 

In the message, entitled “A People who Hope in Christ”, published May 1, the archbishops said that while livestreamed Masses nourished faith, they were no substitute for public liturgies.

“None of us would want to be in the situation in which we find ourselves,” they wrote. “While the livestreaming of the Mass and other devotions is playing an important part in maintaining the life of faith, there is no substitute for Catholics being able to physically attend and participate in the celebration of the Mass and the other sacraments.”

Writing on behalf of the Catholic bishops of England and Wales, the five archbishops continued: “Our faith is expressed powerfully and beautifully though ‘seeing, touching, and tasting.’ We know that every bishop and every priest recognizes the pain of Catholics who, at present, cannot pray in church or receive the sacraments. This weighs heavily on our hearts.” 

“We are deeply moved by the Eucharistic yearning expressed by so many members of the faithful. We thank you sincerely for your love for the Lord Jesus, present in the sacraments and supremely so in the Holy Sacrifice of the Mass.” 

“The bishops and priests of every diocese are remembering you and your loved ones at Mass each day in our churches as we pray ‘in hope of health and well-being.’ We thank our priests for this faithfulness to their calling.”

Nevertheless, the archbishops said, the Catholic community had to play its part in preserving life and seeking the common good amid the pandemic. Restrictions on public liturgies would therefore have to remain in place until they are lifted by the government.

The U.K. is among the countries worst affected by the pandemic. With a population of 67 million, the U.K has had more than 172,000 documented coronavirus cases and 26,700 deaths as of May 1, according to Johns Hopkins University Coronavirus Resource Center.

The archbishops emphasized that Church officials were in talks with public health agencies and the government about the reopening of churches, which were closed March 24

“As the government’s restrictions are relaxed step by step, we look forward to opening our churches and resuming our liturgical, spiritual, catechetical and pastoral life step by step,” they said. 

“This will also be of service to those beyond the Catholic Church who depend on our charitable activity and outreach through which much goodness is shared by so many volunteers from our communities...”

“Together with Catholics across England and Wales, we desire the opening of our churches and access to the sacraments. Until then, we are continuing to pray and prepare.”

The message was signed by Cardinal Vincent Nichols of Westminster, Archbishop Malcolm McMahon of Liverpool, Archbishop Bernard Longley of Birmingham, Archbishop George Stack of Cardiff and Archbishop John Wilson of Southwark.

The archbishops concluded: “May the peace of the risen Lord reign in our hearts and homes as we look forward to the day we can enter church again and gather around the altar to offer together the Sacrifice of Praise.”




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Fin24.com | Hedge funds

A properly diversified portfolio needs some exposure to hedge funds, but negative perceptions remain a problem.




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Gardening: Nine hedgehog garden hazards and how to avoid them

Strimmers, bonfires and netting are among garden hazards that can harm hedgehogs, so take precautions during Hedgehog Awareness Week and beyond.




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Video: Preparing Learners: Activating Prior Knowledge

In this lesson, 7th grade English/language arts teacher Emily Park-Friend takes her students through a three-step interview activity.




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Schuylkill Speaks: Business major Morgan Edge triumphs on and off the court

Having transferred to Penn State Schuylkill from another school her sophomore year, current senior Morgan Edge didn’t let a non-traditional start hold her back. She succeeded academically and athletically, captaining the women’s basketball team this year and leading them from an 0-23 season in 2018-19 to a PSUAC playoff berth in 2019-20.




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Pediatric Residents' Knowledge, Use, and Comfort With Expedited Partner Therapy for STIs

Expedited partner therapy (EPT) is an effective method of partner treatment of sexually transmitted infections but is not used frequently. There are limited data on provider knowledge, practices, and comfort with EPT use in adolescents.

California pediatric residents have knowledge gaps and discomfort providing EPT and presence of an adolescent medicine fellowship is associated with increased EPT knowledge, use, and comfort among residents. Our findings support the need to improve EPT education in pediatric residencies. (Read the full article)




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Pediatric Providers' Self-Reported Knowledge, Practices, and Attitudes About Concussion

Previous studies have revealed misconceptions among pediatric patients, their families, and athletic coaches surrounding concussion. Little is known about pediatric primary care and emergency medicine providers’ attitudes and beliefs about diagnosis and management of this mild traumatic brain injury.

Although pediatric primary care and emergency medicine providers regularly care for concussion patients and value their role in management, they may not have adequate training or infrastructure to systematically diagnose and manage these patients. (Read the full article)




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General Pediatric Attending Physicians' and Residents' Knowledge of Inpatient Hospital Finances

Physicians have little knowledge of health care costs and charges. Studies suggest that education and awareness of hospital finances can decrease unnecessary utilization of resources. Little is known about pediatricians’ awareness of the economics of health care delivery in the inpatient setting.

Both general pediatric attending physicians and trainees acknowledged a limited understanding of hospital finances, and they demonstrated a lack of awareness of costs, charges, and reimbursements for inpatient care. (Read the full article)




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Childhood Obesity: Knowledge, Attitudes, and Practices of European Pediatric Care Providers

Health care professionals face problems managing obesity and often fail to follow guidelines for its management in practice. Only a few single-country reports are available describing delivery of primary care to children with obesity.

Nearly all primary pediatric care providers from 4 European countries recognize the importance of obesity in pediatric practice, but only half use BMI clinically, and many lack the confidence and the infrastructure needed for providing care to patients with obesity. (Read the full article)




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Parental Knowledge of Potential Cancer Risks From Exposure to Computed Tomography

Studies have highlighted a lack of patient awareness of potential increased cancer risks associated with computed tomography (CT) scans in adult patients and in nonurgent settings. However, little is known about parental awareness of these risks in an emergency setting.

Approximately half of parents were aware of the potential cancer risks from CT scans in an emergency setting. Although risk disclosure moderately reduced willingness to proceed with recommended testing, almost all parents preferred an informed discussion before CT imaging. (Read the full article)




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Pediatric Advance Directives: Parents' Knowledge, Experience, and Preferences

As the number of chronically ill children grows in the United States, end-of-life discussions and advance directives (AD) will become increasingly important. Although pediatric palliative care is gaining interest, little is known about parental preferences regarding ADs for chronically ill children.

Knowledge about ADs is limited among caregivers of children who have chronic illness. However, interest in creating ADs is high, suggesting an unmet need and opportunity for health care providers to improve the care of children who have chronic illness. (Read the full article)




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Parent and Adolescent Knowledge of HPV and Subsequent Vaccination

Vaccinating youth is among the nation’s highest health care priorities. Despite proven health benefits, human papillomavirus vaccination rates remain low.

This is the first known study to test whether vaccination of high-risk adolescents is related to their or their parents’ previous knowledge levels. In the results presented, neither parental nor adolescent knowledge is related to subsequent adolescent vaccination. (Read the full article)




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PCMAG Lenovo ThinkPad Edge E545 SWEEPSTAKES RULES

NO PURCHASE NECESSARY TO ENTER OR WIN.




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Fin24.com | Markets wrap | Local stocks edge higher as optimism remains

Still, there was disappointment in terms of economic data following the release of the SACCI Business Confidence index data for April which came in at 77.8, compared to a forecast of 89.2.




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Couple pledges $100K estate gift to Penn State Hazleton

Drs. William and Jean Lovrinic have made an estate commitment to Penn State that will establish a $100,000 scholarship fund at Penn State Hazleton.




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Town authorities acknowledge spiritual realities

French OMer Andre experiences that prayer can change the hearts of authorities regarding victims of human trafficking.




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Record crowd sees Real Madrid edge out Krasnodar

A competition-record crowd of 32,510 watched Krasnodar take Real Madrid to penalties in their UEFA Youth League play-off, the Spanish side eventually winning 3-0 on spot-kicks.




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Armed with knowledge, now less vulnerable

One woman’s risk of exploitation decreased when she learnt to read and write through OM's adult literacy programme in Bangladesh.




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Limited Time Deals: Dell PowerEdge T30, Instant Pot, XPS 8930 Desktop

Dell has some Doorbuster Deals that will not last long. Also, the Instant Pot DUO60 is back at $49.99. Plus, Prime members can grab a Ring Video Doorbell Pro and Echo Dot for $169.




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Deals: Dell PowerEdge T30, AMD Ryzen Threadripper 2920X, More

The Dell PowerEdge T30 is back at $299, the AMD Ryzen Threadripper 2920X is just $382, and the 55-inch LG B8 OLED 4K TV is only $1,047.




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Snag a Dell PowerEdge T30 Server for $299

Use the coupon code below to get this $788 server for less than $300.




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Strengthening After-School Programs by Building a 'Knowledge Neighborhood'

A community-based organization's partnership with researchers creates a 'knowledge neighborhood' supporting after-school programs.




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Fin24.com | Trimming the volatility hedge

Hedge funds: Better long-term returns at less risk.




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The Mezzanine Gallery to Exhibit Terrance Vann’s “Edge of Destiny” Paintings

THE MEZZANINE GALLERY TO EXHIBIT TERRANCE VANN’S “EDGE OF DESTINY” PAINTINGS Wilmington, Del. (February 23, 2018) – Edge of Destiny will be on view in the Mezzanine Gallery from March 2-29, 2018. A free opening reception to meet the artist will be held on Friday, March 2 from 5-7 p.m. Live music will be provided by […]




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Ten small businesses announced as EDGE Grant awardees

WILMINGTON, DE – Ten Delaware small businesses were recognized Wednesday as the awardees of the first-ever EDGE Grants from the state Division of Small Business. Gov. John Carney and Division Director Damian DeStefano announced the companies at an event at the Carvel State Office Building in Wilmington. The grant recipients, located across the state, represent […]




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Governor Carney, Division of Small Business Award EDGE Grants to 10 Delaware Companies

Deadline for Spring 2020 EDGE Grants is February 28, 2020 WILMINGTON, Del. – A bio-based materials company, a maker of wearable medical sensors, and a bakery-café were among the 10 Delaware small businesses recognized Thursday as awardees of the second round of EDGE Grants from the state Division of Small Business. Governor John Carney, Secretary […]




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TRAFFIC ALERT - Lane Closures on I-495 Southbound at Edgemoor -- Bridge Deck Repairs

Wilmington --

The Delaware Department of Transportation (DelDOT) announces to motorists that the left and center lanes will be closed today until 6 p.m. on I-495 southbound for bridge deck repairs. Motorists can anticipate delays in this area.

Transportation Management Center

DelDOT's Transportation Management Center (TMC) and WTMC 1380 AM provides motorists real-time traffic conditions throughout the state. [More]




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WhatsApp’s 400 million subscribers in India give JioMart crucial edge

The partnership between Reliance Retail Whatsapp - inked on Wednesda -and could mean more competition for the likes of BigBasket and Grofers and others like Amazon and Flipkart looking to get a share of the food and groceries pie.




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How to share your SAS knowledge with your professional network

SAS Global Forum 2020 is not the conference experience we thought it would be. Thousands of us had planned to gather in person to share our enthusiasm and knowledge about SAS and power of data and analytics. We were going to combine our skills and knowledge to inspire one another [...]

The post How to share your SAS knowledge with your professional network appeared first on The SAS Dummy.




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UK acknowledges need for grouping approach to PFASs

Junior minister says 'independent' decisions will be based on rigorous scientific assessment




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Rohit Sharma has an edge over Virat Kohli in terms of impact in white-ball format, says Gautam Gambhir

Talking further about Kohli and Rohit, the 2011 World Cup winner said, "It is very difficult to compare both of them. Virat Kohli is unbelievable. His stats prove that. "But when your reputation is such that when you get out after a hundred, people say he has missed out on double hundred, that speaks volumes about you."




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World leaders pledge $8bn to fight pandemic – as it happened

This blog is now closed.

We’ve launched a new blog at the link below. Head over there for live developments in the pandemic worldwide:

Related: Coronavirus live news: WHO and Five Eyes reject Chinese lab theory as global deaths pass 250,000

US Secretary of State Mike Pompeo is taking the lead in pressing a hard line against Beijing over the coronavirus pandemic, AFP reports.

Pompeo, in an interview Sunday on ABC, said there was “enormous evidence” that the new coronavirus came out of a Wuhan lab - not a wet market, as most scientists suggest.

The World Health Organization said Monday that Washington had provided no evidence to support “speculative” claims by the US president that the new coronavirus originated in a Chinese lab, AFP reports.

“We have not received any data or specific evidence from the United States government relating to the purported origin of the virus - so from our perspective, this remains speculative,” WHO emergencies director Michael Ryan told a virtual briefing.

In the UK, a review will analyse how factors such as ethnicity, obesity and gender can affect people’s vulnerability to coronavirus, health leaders have said.

Public Health England (PHE) said thousands of health records of people who have had Covid-19 will be examined to establish more “robust” data on what can have an impact on the number of cases and health outcomes for different groups within the population.

Related: PHE to review how ethnicity affects vulnerability to coronavirus

Hello, Helen Sullivan with you now and for the next few hours. Get in touch any time on Twitter @helenrsullivan.

According to research by both the Reuters news agency and Johns Hopkins University, at least a quarter of a million people are now known to have died as a result of the pandemic.

North America and European countries account for most of the new deaths and cases reported in recent days but numbers are rising from smaller bases in Latin America, Africa and Russia, Reuters reports.

Workers in the UK may refuse to turn up or stage walk-outs unless the government helps guarantee their safety, trade unions have warned amid anger over guidance designed to ease the lockdown.

As ministers prepare to urge the country back to return to work, Rowena Mason and Heather Stewart write that Labour has joined a string of trade unions in criticising draft guidelines for being vague, inadequate and putting staff at risk because employers can choose how closely to follow them.

Related: UK unions criticise guidance on returning to work for being inadequate

Italians were allowed out as the toughest quarantine measures were lifted throughout the country after almost two months on 4 May. About 4m people returned to work as the prime minister Giuseppe Conte appealed to the public in a Facebook post on Sunday night to “act responsibly”.

Germany’s state premiers will agree on further measures to ease restrictions during a telephone call with the chancellor Angela Merkel on Wednesday, Reuters reports citing two people familiar with the preparations.

The state premiers are expected to give the green light for large shops to reopen, probably from 11 May, Reuters says.

Tim Bray, a top engineer and vice-president at Amazon, is resigning “in dismay” over the company’s firing of employee activists who criticised working conditions amid the pandemic.

Bray’s resignation comes as Amazon faces increased scrutiny and employee activism surrounding its internal response to coronavirus. Amazon workers on Friday participated in a nationwide sick-out to protest working conditions and inadequate safety protections.

Related: Amazon executive resigns over company’s ‘chickenshit’ firings of employee activists

In the UK, the virus’ devastating spread among care homes has led to a growing number of families seeking legal advice about bringing their relatives home, Amelia Hill and Diane Taylor write.

One law firm said it had received at least 10 calls a week from families wanting to overturn guidance that prevents them from withdrawing their loved ones.

Related: Coronavirus fears leading families to remove relatives from UK care homes

Paraguay has become one of the first Latin American countries to start relaxing its lockdown, Will Costa writes from Asunción.

The landlocked nation, which has reported some of the lowest numbers of cases in the region with 396 cases and 10 deaths, has launched a four-phase plan under which some public freedoms and economic activities will gradually be reintroduced over a period extending until early July.

Paraguay must keep moving while following the hygiene protocols and using our intelligence to take responsibility for the quarantine so that we can keep the curve flattened.

A row has erupted among scientists over a new report into the use of face masks by the general public as an approach to managing the spread of Covid-19 in the community.

The report from a multidisciplinary group convened by the Royal Society called Delve – Data Evaluation and Learning for Viral Epidemics – has weighed up the evidence and come out in favour of the public wearing face masks, including homemade cloth coverings, in a bid to tackle Covid-19. The report notes:

Our analysis suggests that their use could reduce onward transmission by asymptomatic and pre-symptomatic wearers if widely used in situations where physical distancing is not possible or predictable, contrasting to the standard use of masks for the protection of wearers. If correctly used on this basis, face masks, including homemade cloth masks, can contribute to reducing viral transmission.

Related: Report on face masks' effectiveness for Covid-19 divides scientists

There have been 4,075 new cases and 263 deaths over the last 24 hours in Brazil, the country’s health ministry has said.

Brazil has now registered 105,222 confirmed cases and 7,288 deaths. New cases increased roughly 4% from the previous day, and deaths rose roughly 3.7%.

The US Centers for Disease Control and Prevention (CDC) has reported 1,152,372 cases in total, and said the number of deaths has risen to 67,456.

Over the weekend, the CDC updated its case count to 1,122,486 and said 65,735 people had died across the country, but that the numbers were preliminary and had not been confirmed by individual states. The figures do not necessarily reflect cases reported by individual states.

Kigali traders have resumed work as Rwanda partially lifted the strict lockdown measures adopted six weeks ago.

Businesses in the capital were flooded with customers hurrying to finish their shopping before an 8pm (CAT) curfew, AFP reported.

We are now two waitresses. It has been really good to return to work because we had no other source of income.

We are going back to work slowly. Usually we are eight people working as a team here. But today we work in shifts at only three at a time to respect the social distancing.

After three hours, a colleague will replace me. We don’t earn much, but it is still better than staying at home.

The government is using the pandemic to transfer key public health duties from the NH S and other state bodies to the private sector without proper scrutiny, critics are warning.

Doctors, campaign groups, academics and MPs raised the concerns about a “power grab” after it emerged on Monday that Serco was in pole position to win a deal to supply 15,000 call-handlers for the government’s tracking and tracing operation.

Related: UK government 'using crisis to transfer NHS duties to private sector'

In photographs together and with their families, the five men smile, or hold their loved ones close. All 50 or older, their friendships ranged over decades, their passions running from philanthropy to cycling, their duties from activism to business. A little over two weeks ago, they were pillars of the Pakistani community in the small pocket of Birmingham in which they all lived, with 41 grandchildren between them. Now they are all dead, victims of coronavirus.

Related: Five friends, five victims: how Covid-19 tore a hole in one Pakistani community

There must be equal access for developing countries to medicine to combat the pandemic, the Indonesian president Joko Widodo has said.

We need to fight for just and timely access to affordable Covid-19 medicine and vaccine.

Debt relief and debt repayment obligations from official creditors (for developing countries) need be rediverted into financing the handling of Covid-19.

French hospital discovers Covid-19 case from December. The hospital retested old samples from pneumonia patients and discovered that it treated a man who had Covid-19 as early as 27 December, nearly a month before the French government confirmed its first cases.

Italy’s death toll far higher than reported. Statistics bureau ISTAT said its analysis showed an extra 11,600 deaths were unaccounted for, and it was reasonable to assume these people either died of Covid-19 without being tested or that the extra stress on the health system due to the epidemic meant they died of other causes they were not treated for.

Former Chelsea attacker Salomon Kalou has been suspended by German club Hertha Berlin after posting a video showing him breaking coronavirus social distancing rules by shaking hands with teammates.

The Facebook video of Kalou, 34, greeting Hertha players and club employees with handshakes was condemned by the German league, which has put in place stringent hygiene measures as it attempts to secure the political green light to restart its interrupted season.

Coronavirus funding pledges must require any vaccine to be patent-free, campaigners have said.

Reacting to reports that today’s Coronavirus Global Response Summit has raised $8bn for the research and development of Covid-19 vaccines and treatments, Heidi Chow, of Global Justice Now said:

We welcome the funding that has been pledged today and the commitment of the hosts to make any Covid-19 vaccine available, accessible and affordable to all.

But what is not clear is how the hosts of today’s summit intend to achieve the aim of universal access. Recent history tells us that it will not happen by default.

Ruling out pharmaceutical monopolies will not only prevent corporate profiteering but will also enable mass production at a scale that will be required by global demand.

The challenge of our time is not just to develop a vaccine but to also take the bold steps needed to ensure new Covid-19 vaccines and treatments are affordable for all countries and free to the public.

Auction house Christie’s will hold a sale to help raise money for The Foundation for AIDS Research (amfAR) Covid-19 fund after the pandemic forced the cancellation of the charity’s famous Cannes Film Festival gala.

Leading collectors and artists have donated several contemporary artworks, some of which have never been seen before, Christie’s and amfAR said in a statement.

The World Health Organization has stressed that contact-tracing apps and other technology cannot replace old-fashioned “boots-on-the-ground” surveillance measures as many countries begin easing lockdowns imposed to curb the coronavirus.

“We are very, very keen to stress that IT tools do not replace the basic public health workforce that is going to be needed to trace, test, isolate and quarantine,” the WHO’s top emergencies expert, Mike Ryan, told journalists at an online briefing in Geneva.

The number of people who have died after contracting coronavirus in France increased by 306 to 25,201 on Monday, the sharpest rate of increase in four days, government data showed.

On Sunday, only 135 new deaths were reported, but on Sundays the data reporting from nursing homes is often delayed, leading to a catch-up during the week.

European Union lawmakers said the coronavirus pandemic should not soften the bloc’s long-term climate goals, although some called for a “beefed up” fund to help coal-dependent regions move towards a greener economy.

Europe is facing a recession and governments are pumping out cash to keep economies afloat, but the EU’s executive Commission has pledged not to roll back its climate ambitions.

I understand that some would like to delay this goal due to the economic challenges posed by the Covid-19 pandemic.

But, in my view, the pandemic provides a unique opportunity to transform and rebuild our economies based on the European Green Deal.

Mexican medical staff treating Covid-19 patients will be housed in the country’s former presidential palace – a luxurious abode, in which the austere president Andrés Manuel López Obrador refuses to live.

Staff from three Mexican Social Security Institute (IMSS) hospitals will be offered temporary residence in the mansion known as Los Pinos, which was turned into a cultural centre after López Obrador (commonly called Amlo) took office in late 2018.

Turkey will start easing coronavirus containment measures as of Monday, president Recep Tayyip Erdoğan said, lifting intercity travel restriction in seven provinces and easing a curfew imposed for senior and youth citizens after weeks.

The country has around 130,000 confirmed cases, the highest total outside Western Europe, the United States and Russia.

As Canada’s Yukon territory braces for coronavirus, residents have been asked keep one caribou’s length apart from each another. (For those not familiar with the dimensions of the reindeer, that’s roughly equivalent to two husky lengths or eight loaves of sourdough bread.)

The light-hearted advice is part of a viral public health awareness campaign that seeks to inform residents and pay homage to the region’s cultural history.

Carnival Cruise Line has announced plans to resume operations at the beginning of August despite dozens of deaths on cruise ships during the Covid-19 pandemic and investigations into the industry’s possible role in spreading the disease around the planet.

In a statement on Monday, the operator said eight cruise ships would resume operations from 1 August, sailing from Galveston, Texas, and Miami and Port Canaveral in Florida, once a no-sail order from the Centers for Disease Control and Prevention (CDC) had expired.

Studies in Britain show that most people who have had Covid-19 develop antibodies, England’s deputy chief medical officer Jonathan Van-Tam said, but it was too early to say whether this gave them immunity.

The overwhelming majority of people so far called back who’ve had definite Covid-19 infection have got antibodies in their blood stream.

By and large the signal is that people get antibodies. The next question is, do those antibodies protect you from further infections?

Finland will lift some coronavirus restrictions, allowing restaurants to reopen and public services including libraries and sports facilities to start operating again from 1 June, the government has said.

A ban on public meetings will be relaxed from a maximum of 10 people to 50 people from 1 June but emergency powers will be kept in place, it said.

The head of the World Health Organization has urged the world to unite to defeat the new coronavirus.

WHO’s director-general, Tedros Adhanom Ghebreyesus, told a virtual briefing in Geneva:

This virus will be with us for a long time and we must come together to develop and share the tools to defeat it.

We will prevail through national unity and global solidarity.

Apple and Google have said they would ban the use of location tracking in apps that use a new contact tracing system the two are building to slow the spread of the coronavirus.

Apple and Google, whose operating systems power 99% of smartphones, said last month they would work together to create a system for notifying people who have been near others who have tested positive for Covid-19.

Tanzania has suspended the head of its national health laboratory in charge of testing for the coronavirus and ordered an investigation, a day after president John Magufuli questioned the tests’ accuracy, Reuters reports.

Magufuli said on Sunday the imported test kits were faulty as they had returned positive results on a goat and a pawpaw - among several non-human samples submitted for testing, with technicians left deliberately unaware of their origins.

Bulgaria will not extend a state of emergency past its 13 May expiry date but some coronavirus restrictions will remain in force for two more months, finance minister Vladislav Goranov has said.

Bulgaria, which declared a state of emergency on 13 March, has so far confirmed 1,652 cases of the illness and 78 deaths.

France might allow religious services to resume before the end of the month if a gradual easing of lockdown rules from 11 May did not result in the rate of coronavirus infections increasing, prime minister Edouard Philippe has said.

The government had indicated religious ceremonies would be banned until 2 June at the earliest, but Philippe told the Senate this might be advanced by four days. He said:

Many faiths have made proposals to reconcile how their meetings are held with social distancing rules

I know the May 29 - June 1 period is for several faiths an important date on the religious calendar.

Britain needs new cases of Covid-19 to fall further, England’s deputy chief medical officer, Jonathan Van-Tam, has said, even as data indicates that the peak of the coronavirus outbreak has passed.

“It’s now very clear in the data that we are past the peak,” Van-Tam said at a daily news conference. “New cases need to come down further ... we have to get cases lower.”

Related: UK coronavirus live: Matt Hancock launches track and tracing app test on Isle of Wight; death toll reaches 28,734

A plane carrying aid supplies has crashed in Somalia’s southern Bay region, killing seven people on board, a security official said.

State-run Somalia News Agency said the plane belonged to African Express Airways and was ferrying supplies for use in the fight against coronavirus. It said there were six crew members on board.

The world economy may have dramatically dipped and the price of oil crashed, but one commodity is seeing an unprecedented boom: the face mask.

Samanth Subramanian explores the newly distorted marketplace for masks and the lengths some will go to get them in the latest episode of our Today in Focus podcast.

Related: The global race for face masks – podcast

France’s prime minister has stood by a plan for lifting the country’s coronavirus lockdown next week, despite concerns the government is moving too fast to reopen schools, as well as doubts over the availability of face masks.

The French are due to emerge on 11 May from a lockdown that began in mid-March to combat the virus, and in a strategy different to other European countries, some schools are set to reopen.

This confinement was necessary to meet the emergency, but its social and economic cost is colossal.

We’re at a decisive moment, we cannot remain in confinement.

New York governor, Andrew Cuomo, has outlined a phased reopening of business activity in the state hardest hit by the coronavirus pandemic, starting with select retailers, wholesale suppliers and the construction and manufacturing industries.

Cuomo, speaking at a daily briefing, did not put specific dates to the outline, which envisions allowing finance, insurance, retail, administrative support and real estate businesses to restart in a second phase of reopening.

Syrian president Bashar al-Assad has warned that the country could face a “real catastrophe” if coronavirus cases spike and overwhelm health services.

The current low level of infections did not mean Syria had gone out of the “circle of danger”, Assad said in an address to the government committee that oversees measures to curb the pandemic.

World leaders promised $8bn on Monday for the fight against the coronavirus pandemic, European Commission head Ursula von der Leyen said at the end of a pledging event that she chaired.

In the space of just few hours we have collectively pledged €7.4bn euros ($8.07bn) for vaccine, diagnostics and treatment.

This will help kick-start unprecedented global cooperation.

Britain’s Covid-19 death toll has risen by 288 to 28,734, according to figures announced by health secretary Matt Hancock.

The increase was the smallest since late March, Hancock said, adding that he expected it to rise in coming days as the numbers tended to be lower over the weekend.

Coronavirus deaths in Italy climbed by 195 on Monday, up from 174 the day before, the Civil Protection Agency said, but the daily tally of new infections declined to 1,221 from 1,389 on Sunday.

Italy’s daily death toll in recent weeks has always fallen on Sundays and risen the following day, while the underlying trend has been steadily declining since a peak above 900 daily fatalities around the end of March.

US senators returned to Washington for the first time in nearly six weeks on Monday, amid concerns that their legislative sessions could put lawmakers and staff at risk of contracting Covid-19.

The Senate was due to reconvene to address partisan differences over the next step in legislation to combat the pandemic and to scrutinize a series of nominations for senior government posts put forward by president Donald Trump.

There were feelings of relief and trepidation as people in Italy returned to the streets after almost two months indoors under a strict lockdown.

Rina Sondhi, who lives in the Umbrian town of Orvieto, said:

I literally haven’t been out of the house. The biggest shock for me was the fresh air.

Today I feel liberated, but with caution – that’s the important thing, we can have the freedom but we must be really careful.

In some ways, I’m more afraid than when we closed, as a lot will now depend on people managing the moment in a responsible way.

Related: ‘The biggest shock was fresh air’: Italy begins cautious exit from virus lockdown

The Czech government has agreed to lift a ban on international bus and train travel from 11 May, a member of the government said.

The measure was put in place on 14 March in an effort to control the spread of Covid-19.

Yemen has reported two new coronavirus infections in Hadhramout, the national emergency coronavirus committee said on Monday, raising the number of diagnosed infections in the war-town country to 12, with two deaths.

The province of Hadhramout was where Yemen recorded its first case of Covid-19 on 10 April.

A French hospital has retested old samples from pneumonia patients and discovered that it treated a man who had Covid-19 as early as 27 December, nearly a month before the French government confirmed its first cases.

Yves Cohen, head of resuscitation at the Avicenne and Jean Verdier hospitals in the northern suburbs of Paris, told BFM TV that scientists had retested samples from 24 patients treated in December and January who tested negative for the flu.

He was sick for 15 days and infected his two children, but not his wife, who works in a supermarket.

He was amazed, he didn’t understand how he had been infected. We put the puzzle together and he had not made any trips. The only contact that he had was with his wife.

So far 6.3 million workers in Britain have been furloughed, with £8bn ($9.9bn) claimed from the government to sustain their wages during the coronavirus lockdown, tax authorities said on Monday.

HM Revenue and Customs said on Twitter that 800,000 employers had furloughed their staff, citing figures up to midnight on Sunday.

The Job Retention Scheme launched on 20 April.

By midnight 3 May a total of:

➡️ 6.3m jobs furloughed *
➡️ 800K employers furloughing **
➡️ Total value of claims £8bn

Apply for a grant to cover the wages of your furloughed staff now: https://t.co/bx1Nszshsr pic.twitter.com/29n9h0RB2k

The major Canadian province of Quebec, among the worst hit by the coronavirus, started gradually restarting its economy on Monday, while prime minister Justin Trudeau maintained his cautious stance.

Quebec is allowing stores with an outside entrance for customers to reopen but this does not apply to Montreal, Canada’s second largest city, where retail establishments must wait until 11 May.

The coronavirus pandemic has pushed the number of unemployed Austrians to historically high levels, according to official figures released on Monday, with a year-on-year rise of almost 60%.

The blow to the economy dealt by the virus – and the lockdown brought in to combat it – means 571,477 people are out of work, Austria’s AMS employment service said.

Italy’s coronavirus death toll is much higher than reported, statistics bureau ISTAT said on Monday, in an analysis pointing to thousands of fatalities that have never been officially attributed to Covid-19.

In its first report of the epidemic’s impact on Italy’s mortality rate, covering 86% of the population, ISTAT said that from 21 February, when the first Covid-19 deaths occurred, until 31 March, nationwide deaths were up 39% compared with the average of the previous five years.

Chemicals manufacturer INEOS said it has built two hand sanitiser plants in the United States in response to greater demand amid the novel coronavirus outbreak.

The plants are in Arkansas and Pennsylvania and they will each produce one million bottles of hand sanitiser a month.

INEOS gets #HandsOn.

Within 10 days, INEOS sets-up two new factories in Arkansas and Pennsylvania to provide FREE hand sanitizer to hospitals in hotspot states: https://t.co/yyXxK6utc3

MILLIONS of bottles will be produced every month to fight #COVID19 in the United States. pic.twitter.com/c66igxy9Qq

The number of coronavirus cases in Chile has exceeded 20,000, the health ministry said on Monday.

Paula Daza, the health ministry subsecretary, said there were now 20,643 confirmed cases, 980 more than the previous day, and 10 new deaths, taking the total number of fatalities to 270.

Belarus will hold a military parade this week to mark the defeat of Nazi Germany, its president has said, despite having one of the worst coronavirus outbreaks in Europe.

Alexander Lukashenko said in televised remarks that he did not want to cancel the parade in part because people “would say we were scared”.

It is a mystery that has left doctors questioning the basic tenets of biology: Covid-19 patients who are talking and apparently not in distress, but who have oxygen levels low enough to typically cause unconsciousness or even death.

The phenomenon, known by some as “happy hypoxia” (some prefer the term “silent”) is raising questions about exactly how the virus attacks the lungs and whether there could be more effective ways of treating such patients.

It’s intriguing to see so many people coming in, quite how hypoxic they are.

We’re seeing oxygen saturations that are very low and they’re unaware of that.

Related: 'Happy hypoxia': unusual coronavirus effect baffles doctors

In a break from tradition caused by the coronavirus pandemic, the US Supreme Court for the first time heard arguments in a case by teleconference.

The case was a trademark dispute involving popular hotel reservation website Booking.com – and even typically silent Justice Clarence Thomas asked questions.

The US president, Donald Trump, is planning executive orders to increase the production of medical products and energy components in the country, the White House said on Monday.

Trump’s trade adviser, Peter Navarro, told Fox News in an interview that an order would soon require federal agencies to purchase US-made medical products, saying the Covid-19 outbreak had exposed the nation’s reliance on China.

Bangladesh authorities said on Monday they will gradually open up more factories, as well as farms and logistics operations, as they try to diminish the economic impact of a coronavirus lockdown which they extended to 16 May.

Shopping malls were given permission to reopen with shorter than usual hours.

Kuwaiti authorities dispersed a “riot” by Egyptian workers who demonstrated on Monday to demand repatriation amid the coronavirus crisis, state media said.

Such protests are rare in the tightly controlled Gulf countries, where there is a large population of foreign workers.

One of Brazil’s most celebrated composers and lyricists has died at the age of 73 after contracting Covid-19.

Aldir Blanc, whose mastery of the Portuguese language made him a legend of 20th-century Brazilian music, had been in hospital in Rio de Janeiro since 10 April and died in the early hours of Monday.

Scores of sheep crossed empty streets in Samsun, northern Turkey, as people stayed indoors over the weekend during the coronavirus lockdown.

Participants have started enrolling in a study to find out the infection rate of Covid-19 in children and their families in the United States.

The government-funded study, which will be conducted completely remotely, looks to determine how many children infected with SARS-CoV-2, the virus that causes Covid-19, develop symptoms of the disease.

Spain will pledge €125m ($136.58m) to developing a global response to the coronavirus pandemic, prime minister Pedro Sanchez has said.

Speaking at a virtual pledging conference today, Sanchez said Spain would contribute €50m to the Global Vaccine Alliance and €75m to the Coalition for Epidemic Preparedness Innovations.

A street artist called Msale has taken it upon himself to create giant murals bringing public health messages directly to the overcrowded Mathare slum in Nairobi. With half a million people living in such ‘a squeezed area’ social distancing is quite impossible to achieve, says Msale, so he is providing information for people on how to keep safe from Covid-19 in the ‘simplest, clearest’ way he knows

Related: ‘My soul is dancing’: Spain comes out to play after Europe's strictest lockdown

Hearings in the US extradition case against WikiLeaks founder Julian Assange will resume in September after being postponed from later this month because of the coronavirus outbreak, a London court said on Monday.

Reuters reports from a hearing at Westminster Magistrates’ Court on Monday where it was agreed that September would be the most convenient date for the hearings to resume, although an exact date and an appropriate venue was yet to be decided, a spokesman said.

A phased easing of a five-week lockdown on Abuja, Lagos and Ogun State in Nigeria has begun today, even as a rise in new cases of Covid-19 across Nigeria continues to accelerate.

Infections have almost doubled in the last week to 2,500. Over 2000 cases are active infections, with 87 people dying from the virus and 400 having now recovered.

Movement is permitted providing face masks are worn. Several businesses including restaurants, viewing centres and places of worship will remain closed. Gatherings of more than 20 remain banned.

Yet the easing of restrictions has drawn sharp criticism. This weekend, the head of the Nigerian Medical Association said: “The easing of the lockdown even in phases is very premature,” and could portend a “frightening scenario”.

Many African countries including Nigeria, swiftly adopted restrictive lockdowns, travel bans and other measures to curb Covid-19, far earlier than in many other parts of the world.

Yet a worsening economy, and stretched security services, have diminished the limit of Nigeria’s ability to withstand the effects that the lockdown has wrought.

The government has provided support to only a small fraction of millions most affected.

During the lockdown, the number of testing laboratories have significantly improved to 18 from four two months ago. But low levels of testing in Nigeria have only slowly risen, with 17,500 tests administered in total.

Heightening fears further are hundreds of additional deaths in Kano, Nigeria’s second largest city, which have now been confirmed as linked to Covid-19.

Local media reports of residents fleeing Kano despite a ban on inter-state travel have heightened concerns that a potential epicentre is not secure.

A two-week lockdown was imposed on Kano by President Buhari but the state governor has since declared that the measures would be suspended on Monday and Thursday this week to help residents during Ramadan.

The European Union pledged €1bn ($1.09bn) on Monday for the global search for vaccines and treatment for the novel coronavirus, the European commission president Ursula von der Leyen told a pledging conference, Reuters reports.

Norway pledged to give $1bn to support the distribution worldwide of any vaccine developed against Covid-19 as well as for vaccines against other diseases, prime minister Erna Solberg said on Monday.

England reported 204 new coronavirus hospital deaths, the lowest daily increase since 30 March.

The new hospital deaths bring the total figure of confirmed deaths in hospitals to 21,384.

Related: Share your tributes and memories of UK coronavirus care home victims

Downing Street has published the names of the more than 50 scientists who sit on its Scientific Advisory Group for Emergencies to discuss coronavirus, after criticism of the secrecy surrounding the group and the Guardian’s revelation that the No 10 adviser Dominic Cummings had attended meetings of the group.

The list of names was made available on the government’s website, showing that around half of the experts come from universities and another half are made up of government chief scientific advisers, public health officials or NHS senior staff.

Related: Government names dozens of scientists who sit on Sage group

Migrant labourers in Indian cities whose incomes have plummeted as a result of anti-coronavirus lockdown measures have been told that they will have to pay to board special trains taking them back to their homes in the countryside.

The decision has prompted derision in India, where most labourers live off what they earn in a day and have been surviving on state handouts.

Related: Destitute migrant workers in India forced to pay train fares home

Mass deaths in a northern Nigerian state were caused by coronavirus, authorities said after a preliminary investigation into the phenomenon.

Gravediggers in the state of Kano have reported burying dozens of corpses per day, in what the authorities had called “mysterious deaths”.

Hundreds of South African health workers were given a century-old tuberculosis vaccine on Monday in a trial to see whether the venerable formula can protect against coronavirus.

Devised at France’s legendary Pasteur Institute 100 years ago, the Bacillus Calmette-Guerin (BCG) vaccine is one of the world’s oldest and most trusted immunisations.

Millions of people were allowed to return to work in Italy on Monday as Europe’s longest lockdown started to ease.

Italy, the first European country hit by the pandemic and a nation with one of the world’s highest death tolls, started stirring after its two-month shutdown.

The Pulitzer prizes in journalism and the arts will be announced on Monday after being postponed by the coronavirus outbreak.

The initial Pulitzer ceremony, which was scheduled for 20 April, was pushed back to give Pulitzer board members who were busy covering the pandemic more time to evaluate the finalists.

Germany, which is part of Europe’s open-border Schengen area, will extend its border checks until 15 May, a spokesman for the interior ministry has said.

The measure is in line with the European commission, he added. “Of course, we are guided by the European spirit not to act unilaterally or in an uncoordinated way.”

A street artist called Msale has created giant murals bringing public health messages directly to the overcrowded Mathare slum in Nairobi, Kenya.

With half a million people living in such “a squeezed area” social distancing is quite impossible to achieve, says Msale, so he is providing information for people on how to keep safe in the “simplest,