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Nostradamus’ 2024 predictions revealed

<p>Nostradamus, a 16th-century French astrologer known as “the prophet of doom,” has a warning about the potential upcoming events of 2024. </p> <p>The astrologer's visions and predictions in the past have credited with foreseeing the rise of Adolf Hitler, the assassination of John F. Kennedy, the September 11 attacks and Covid, to name a few. </p> <p>Now, according to his 1555 text Les Propheties (The Prophecies), 2024 is set to bring continued global strife, including war on the seas, royal turmoil and humanitarian disaster.</p> <p>One of the passages in the text mentions that a “King of the Isles” will be “driven out by force”, with many taking this to mean King Charles III will be ousted from the throne. </p> <p>A following passage reads “soon afterwards [a disastrous war] a new King shall be anointed / Who, for a long time, will appease the earth,” with British author and Nostradamus commentator Mario Reading deciphering this to mean Prince Harry will become King. </p> <p>According to the <em>Daily Mail</em>, Reading analysed that King Charles III would be abdicating due to “persistent attacks on both himself and his second wife,” and Harry would replace him instead of William because he — the “Spare” heir — has “no mark of a king.”</p> <p>Nostradamus predicted “combat and naval battle” and said that a “red adversary will become pale with fear, putting the great ocean in dread”.</p> <p>Many have guessed the "red adversary" is in reference to China, with suggestions the global superpower could wage war on the rest of the world, given the growing tensions between China and Taiwan. </p> <p>For many years, climate change has been a topic at the front of people's mind, with Nostradamus predicting global warming will get worse over the next 12 months. </p> <p>“The dry earth will grow more parched, and there will be great floods when it is seen,” he wrote.</p> <p>He also predicted extreme weather events and world hunger, writing about a “Very great famine through pestiferous wave”.</p> <p>While some of Nostradamus’ doomsday predictions seem bleak, fear not, for his most terrifying 2023 predictions have yet to come true with just a few weeks left before the new year. </p> <p>This year, Nostradamus predicted the coming of the antichrist as well as a full-blown World War III.</p> <p><em>Image credits: Getty Images </em></p>

Mind

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Here’s how a new AI tool may predict early signs of Parkinson’s disease

<p>In 1991, the world was shocked to learn actor <a href="https://www.theguardian.com/film/2023/jan/31/still-a-michael-j-fox-movie-parkinsons-back-to-the-future">Michael J. Fox</a> had been diagnosed with Parkinson’s disease. </p> <p>He was just 29 years old and at the height of Hollywood fame, a year after the release of the blockbuster <em>Back to the Future III</em>. This week, documentary <em><a href="https://www.imdb.com/title/tt19853258/">Still: A Michael J. Fox Movie</a></em> will be released. It features interviews with Fox, his friends, family and experts. </p> <p>Parkinson’s is a debilitating neurological disease characterised by <a href="https://www.mayoclinic.org/diseases-conditions/parkinsons-disease/symptoms-causes/syc-20376055">motor symptoms</a> including slow movement, body tremors, muscle stiffness, and reduced balance. Fox has already <a href="https://www.cbsnews.com/video/michael-j-fox-on-parkinsons-and-maintaining-optimism">broken</a> his arms, elbows, face and hand from multiple falls. </p> <p>It is not genetic, has no specific test and cannot be accurately diagnosed before motor symptoms appear. Its cause is still <a href="https://www.apdaparkinson.org/what-is-parkinsons/causes/">unknown</a>, although Fox is among those who thinks <a href="https://www.cbsnews.com/video/michael-j-fox-on-parkinsons-and-maintaining-optimism">chemical exposure may play a central role</a>, speculating that “genetics loads the gun and environment pulls the trigger”.</p> <p>In research published today in <a href="https://pubs.acs.org/doi/10.1021/acscentsci.2c01468">ACS Central Science</a>, we built an artificial intelligence (AI) tool that can predict Parkinson’s disease with up to 96% accuracy and up to 15 years before a clinical diagnosis based on the analysis of chemicals in blood. </p> <p>While this AI tool showed promise for accurate early diagnosis, it also revealed chemicals that were strongly linked to a correct prediction.</p> <h2>More common than ever</h2> <p>Parkinson’s is the world’s <a href="https://www.who.int/news-room/fact-sheets/detail/parkinson-disease">fastest growing neurological disease</a> with <a href="https://shakeitup.org.au/understanding-parkinsons/">38 Australians</a>diagnosed every day.</p> <p>For people over 50, the chance of developing Parkinson’s is <a href="https://www.parkinsonsact.org.au/statistics-about-parkinsons/">higher than many cancers</a> including breast, colorectal, ovarian and pancreatic cancer.</p> <p>Symptoms such as <a href="https://www.apdaparkinson.org/what-is-parkinsons/symptoms/#nonmotor">depression, loss of smell and sleep problems</a> can predate clinical movement or cognitive symptoms by decades. </p> <p>However, the prevalence of such symptoms in many other medical conditions means early signs of Parkinson’s disease can be overlooked and the condition may be mismanaged, contributing to increased hospitalisation rates and ineffective treatment strategies.</p> <h2>Our research</h2> <p>At UNSW we collaborated with experts from Boston University to build an AI tool that can analyse mass spectrometry datasets (a <a href="https://www.sciencedirect.com/topics/neuroscience/mass-spectrometry">technique</a> that detects chemicals) from blood samples.</p> <p>For this study, we looked at the Spanish <a href="https://epic.iarc.fr/">European Prospective Investigation into Cancer and Nutrition</a> (EPIC) study which involved over 41,000 participants. About 90 of them developed Parkinson’s within 15 years. </p> <p>To train the AI model we used a <a href="https://www.nature.com/articles/s41531-021-00216-4">subset of data</a> consisting of a random selection of 39 participants who later developed Parkinson’s. They were matched to 39 control participants who did not. The AI tool was given blood data from participants, all of whom were healthy at the time of blood donation. This meant the blood could provide early signs of the disease. </p> <p>Drawing on blood data from the EPIC study, the AI tool was then used to conduct 100 “experiments” and we assessed the accuracy of 100 different models for predicting Parkinson’s. </p> <p>Overall, AI could detect Parkinson’s disease with up to 96% accuracy. The AI tool was also used to help us identify which chemicals or metabolites were likely linked to those who later developed the disease.</p> <h2>Key metabolites</h2> <p>Metabolites are chemicals produced or used as the body digests and breaks down things like food, drugs, and other substances from environmental exposure. </p> <p>Our bodies can contain thousands of metabolites and their concentrations can differ significantly between healthy people and those affected by disease.</p> <p>Our research identified a chemical, likely a triterpenoid, as a key metabolite that could prevent Parkinson’s disease. It was found the abundance of triterpenoid was lower in the blood of those who developed Parkinson’s compared to those who did not.</p> <p>Triterpenoids are known <a href="https://www.sciencedirect.com/topics/neuroscience/neuroprotection">neuroprotectants</a> that can regulate <a href="https://onlinelibrary.wiley.com/doi/10.1002/ana.10483">oxidative stress</a> – a leading factor implicated in Parkinson’s disease – and prevent cell death in the brain. Many foods such as <a href="https://link.springer.com/article/10.1007/s11101-012-9241-9#Sec3">apples and tomatoes</a> are rich sources of triterpenoids.</p> <p>A synthetic chemical (a <a href="https://www.cdc.gov/biomonitoring/PFAS_FactSheet.html">polyfluorinated alkyl substance</a>) was also linked as something that might increase the risk of the disease. This chemical was found in higher abundances in those who later developed Parkinson’s. </p> <p>More research using different methods and looking at larger populations is needed to further validate these results.</p> <h2>A high financial and personal burden</h2> <p>Every year in Australia, the average person with Parkinson’s spends over <a href="https://www.hindawi.com/journals/pd/2017/5932675/">A$14,000</a>in out-of-pocket medical costs.</p> <p>The burden of living with the disease can be intolerable.</p> <p>Fox acknowledges the disease can be a “nightmare” and a “living hell”, but he has also found that “<a href="https://www.cbsnews.com/video/michael-j-fox-on-parkinsons-and-maintaining-optimism">with gratitude, optimism is sustainable</a>”. </p> <p>As researchers, we find hope in the potential use of AI technologies to improve patient quality of life and reduce health-care costs by accurately detecting diseases early.</p> <p>We are excited for the research community to try our AI tool, which is <a href="https://github.com/CRANK-MS/CRANK-MS">publicly available</a>.</p> <p><em>This research was performed with Mr Chonghua Xue and A/Prof Vijaya Kolachalama (Boston University).</em></p> <p><em>Image credits: Getty Images</em></p> <p><em>This article originally appeared on <a href="https://theconversation.com/heres-how-a-new-ai-tool-may-predict-early-signs-of-parkinsons-disease-205221" target="_blank" rel="noopener">The Conversation</a>. </em></p>

Mind

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"And so it begins": Royal expert predicts the end of Australia's relationship with the Crown

<p>A royal expert has claimed that King Charles could be ditched as Australia's Head of State, after it was announced his portrait will not feature on the new $5 notes. </p> <p>In a historic move, the Commonwealth country will erase the British monarch from its banknotes, but instead replace the image of the late Queen Elizabeth with a design honouring First Nations Australians and their rich culture. </p> <p>Anti-royalists hailed the decision as a step towards a republic Down Under, while Peter Hunt, the BBC's former royal correspondent, ominously tweeted, "So it begins. Slowly."</p> <p>King Charles is still set to appear on coins when they are released later in 2023, but will not feature on any banknotes like previous monarchs. </p> <p>The central bank said its decision was supported by the centre-left Labor government of Prime Minister Mr Albanese, who favours an eventual move to an Australian republic.</p> <p>Despite Albanese's stance, he has said a referendum will not be held in the near future.</p> <p>The Reserve Bank of Australia has not set a date for the new currency, but confirmed Charles would not be on it after "consultation with the Australian government, which supports this change".</p> <p>Officials had claimed there had never been any guarantee that King Charles would replace his late mother on the new iteration of Australia's $5 note. </p> <p>Liberal leader Peter Dutton said of the change, "There's no question about this that it's directed by the government and I think the Prime Minister should own up to it. He would have been central to the decision-making."</p> <p>"I think it's another attack on our systems, on our society and our institutions."</p> <p>The popularity of the royal family has consistently fallen in Australia since the death of Queen Elizabeth in September 2022, and has continued with the public bickering within the family since the release of Prince Harry's memoir <em>Spare</em>. </p> <p><em>Image credits: Getty Images</em></p>

Money & Banking

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Do you use predictive text? Chances are it’s not saving you time – and could even be slowing you down

<p>Typing is one of the most common things we do on our mobile phones. A recent survey suggests that millenials spend <a href="https://www.provisionliving.com/blog/smartphone-screen-time-baby-boomers-and-millennials/">48 minutes</a> each day texting, while boomers spend 30 minutes.</p> <p>Since the advent of mobile phones, the way we text has changed. We’ve seen the introduction of autocorrect, which corrects errors as we type, and word prediction (often called predictive text), which predicts the next word we want to type and allows us to select it above the keyboard.</p> <p>Functions such as autocorrect and predictive text are designed to make typing faster and more efficient. But research shows this isn’t necessarily true of predictive text.</p> <p>A <a href="https://dl.acm.org/doi/10.1145/2858036.2858305">study</a> published in 2016 found predictive text wasn’t associated with any overall improvement in typing speed. But this study only had 17 participants – and all used the same type of mobile device.</p> <p>In 2019, my colleagues and I published <a href="https://doi.org/10.1145/3338286.3340120">a study</a> in which we looked at mobile typing data from more than 37,000 volunteers, all using their own mobile phones. Participants were asked to copy sentences as quickly and accurately as possible.</p> <p>Participants who used predictive text typed an average of 33 words per minute. This was slower than those who didn’t use an intelligent text entry method (35 words per minute) and significantly slower than participants who used autocorrect (43 words per minute).</p> <h2>Breaking it down</h2> <p>It’s interesting to consider the poor correlation between predictive text and typing performance. The idea seems to make sense: if the system can predict your intended word before you type it, this should save you time. </p> <p>In my most <a href="https://doi.org/10.1145/3411764.3445566">recent study</a> on this topic, a colleague and I explored the conditions that determine whether predictive text is effective. We combined some of these conditions, or parameters, to simulate a large number of different scenarios and therefore determine when predictive text is effective – and when it’s not.</p> <p>We built a couple of fundamental parameters associated with predictive text performance into our simulation. The first is the average time it takes a user to hit a key on the keyboard (essentially a measure of their typing speed). We estimated this at 0.26 seconds, based on <a href="https://dl.acm.org/doi/10.1145/2470654.2466180">earlier research</a>.</p> <p>The second fundamental parameter is the average time it takes a user to look at a predictive text suggestion and select it. We fixed this at 0.45 seconds, again based on <a href="https://dl.acm.org/doi/10.1145/1240624.1240723">existing data</a>.</p> <p>Beyond these, there’s a set of parameters which are less clear. These reflect the way the user engages with predictive text – or their strategies, if you like. In our research, we looked at how different approaches to two of these strategies influence the usefulness of predictive text.</p> <p>The first is minimum word length. This means the user will tend to only look at predictions for words beyond a certain length. You might only look at predictions if you’re typing longer words, beyond, say, six letters – because these words require more effort to spell and type out. The horizontal axis in the visualisation below shows the effect of varying the minimum length of a word before the user seeks a word prediction, from two letters to ten.</p> <p>The second strategy, “type-then-look”, governs how many letters the user will type before looking at word predictions. You might only look at the suggestions after typing the first three letters of a word, for example. The intuition here is that the more letters you type, the more likely the prediction will be correct. The vertical axis shows the effect of the user varying the type-then-look strategy from looking at word predictions even before typing (zero) to looking at predictions after one letter, two letters, and so on.</p> <p>A final latent strategy, perseverance, captures how long the user will type and check word predictions for before giving up and just typing out the word in full. While it would have been insightful to see how variation in perseverance affects the speed of typing with predictive text, even with a computer model, there were limitations to the amount of changeable data points we could include.</p> <p>So we fixed perseverance at five, meaning if there are no suitable suggestions after the user has typed five letters, they will complete the word without consulting predictive text further. Although we don’t have data on the average perseverance, this seems like a reasonable estimate.</p> <h2>What did we find?</h2> <p><img src="https://oversixtydev.blob.core.windows.net/media/2022/12/graph-text.jpg" alt="" />Above the dashed line there’s an increase in net entry rate while below it, predictive text slows the user down. The deep red shows when predictive text is most effective; an improvement of two words per minute compared to not using predictive text. The blue is when it’s least effective. Under certain conditions in our simulation, predictive text could slow a user down by as much as eight words per minute. </p> <p>The blue circle shows the optimal operating point, where you get the best results from predictive text. This occurs when word predictions are only sought for words with at least six letters and the user looks at a word prediction after typing three letters.</p> <p>So, for the average user, predictive text is unlikely to improve performance. And even when it does, it doesn’t seem to save much time. The potential gain of a couple of words per minute is much smaller than the potential time lost.</p> <p>It would be interesting to study long-term predictive text use and look at users’ strategies to verify that our assumptions from the model hold in practice. But our simulation reinforces the findings of previous human research: predictive text probably isn’t saving you time – and could be slowing you down.</p> <p><em>Image credits: Getty Images</em></p> <p><em>This article originally appeared on <a href="https://theconversation.com/do-you-use-predictive-text-chances-are-its-not-saving-you-time-and-could-even-be-slowing-you-down-170163" target="_blank" rel="noopener">The Conversation</a>. </em></p>

Technology

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Volcano breath test helps scientists predict deadly eruptions

<p>Humanity has a long history of living in the shadows of active volcanoes.</p> <p>Prized for their rich, fertile soils – ideal for cultivating crops – and their local topography, it isn’t hard to see why living in active volcanic regions remains a worthwhile gamble.</p> <p>Volcanic eruptions, however, are notoriously difficult to predict but improving our diagnostic abilities is crucial for developing early warning procedures and evading disaster.</p> <p>External indicators such as earthquakes and deformation of the Earth’s crust are traditional methods of identifying an imminent eruption, however, not all eruptions give these early warning signs.</p> <p>But now a research team from the University of Tokyo has gained better insight into the relationship between changes in the magma composition and eruption, by studying the ratio of specific chemical isotopes in gas and steam emitted from fumaroles — holes and cracks in the earth’s surface.</p> <p>“When you compare a volcano with a human body, the conventional geophysical methods represented by observations of earthquakes and crustal deformation are similar to listening to the chest and taking body size measurements”, said Professor Hirochika Sumino from the Research Centre for Advanced Science and Technology, who led the study.</p> <p>“In these cases, it is difficult to know what health problem causes some noise in your chest or a sudden increase in your weight, without a detailed medical check. On the other hand, analysing the chemical and isotope composition of elements in fumarolic gases is like a breath or blood test. This means we are looking at actual material directly derived from magma to know precisely what is going on with the magma.”</p> <p>Previous research on gas associated with an eruption from a volcano in the Canary Islands in 2011 showed an increase in the ratio of heavier helium isotopes which are typical of mantle material.</p> <p>“We knew that the helium isotope ratio occasionally changes from a low value, similar to the helium found in the Earth’s crust, to a high value, like that in the Earth’s mantle, when the activity of magma increases,” said Sumino. “But we didn’t know why we had more mantle-derived helium during magmatic unrest.”</p> <p>Sumino and team sought the answers in fumerole gas around Kusatsu-Shirane, an active volcano 150 km northwest of Tokyo. Taking samples of the gas back to the lab every few months between 2014 and 2021, the researchers were able to ascertain precise measurements of the isotopic components, discovering a relationship between the ratio of argon-40 to helium-3 ( a ‘high value’ isotope of helium) and magmatic unrest.</p> <p>“Using computer models, we revealed that the ratio reflects how much the magma underground is foaming, making bubbles of volcanic gases which separate from the liquid magma,” explained Sumino.</p> <p>The extent to which the magma is foaming “controls how much magmatic gas is provided to the hydrothermal system beneath a volcano and how buoyant the magma is. The former is related to a risk of phreatic eruption, in which an increase in water pressure in the hydrothermal system causes the eruption. The latter would increase the rate of magma ascent, resulting in a magmatic eruption.”</p> <p>The research collaboration is now developing a portable type of mass spectrometer which could be used in the field for real time analysis, reducing the need to constantly collect and transport samples back to the lab – a challenging a time-consuming process.</p> <p>“Our next step is to establish a noble gas analysis protocol with this new instrument, to make it a reality that all active volcanoes — at least those which have the potential to cause disaster to local residents — are monitored 24 hours a day, seven days a week,” said Sumino.</p> <p><strong>This article originally appeared on cosmosmagazine.com and was written by <a href="https://cosmosmagazine.com/earth/volcano-breath-test-predict-eruptions/" target="_blank" rel="noopener">Clare Kenyon</a>.</strong></p> <p><em>Image: Getty</em></p>

Travel Trouble

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Can big data really predict what makes a song popular?

<p>Music is part of our lives in different ways. We listen to it on our commutes and it resounds through shopping centres. Some of us seek live music at concerts, festivals and shows or rely on music to set the tone and mood of our days.</p> <p>While we might understand the genres or songs we appreciate, it’s not clear precisely why a certain song is more appealing or popular. Perhaps the lyrics speak to an experience? Perhaps the energy makes it appealing? These questions are important to answer for music industry professionals, and <a href="https://theconversation.com/how-data-is-transforming-the-music-industry-70940">analyzing data</a> is a key part of this.</p> <p>At Carleton University, a group of data science researchers sought to answer the question: “What descriptive features of a song make it popular on music/online platforms?”</p> <h2>Revenue in the music industry</h2> <p>Revenue in the music industry <a href="https://doi.org/10.1509/jm.14.0473">is derived from two sources that are affected by different factors: live music and recorded music</a>. During the pandemic, although live music income dropped due to the cancellation of in-person performances, the <a href="https://doi.org/10.1371/journal.pone.0267640">income from streaming</a> rose.</p> <p>As digital platforms like Spotify and TikTok have grown, <a href="https://doi.org/10.5753/sbcm.2019.10436">the majority of music revenue has come to be contributed by digital media, mostly music streaming</a>. How and whether this <a href="https://theconversation.com/artists-spotify-criticisms-point-to-larger-ways-musicians-lose-with-streaming-heres-3-changes-to-help-in-canada-176526">revenue reaches singers and songwriters at large</a> is another matter. </p> <h2>Popularity on digital platforms</h2> <p>The popularity of a song on digital platforms is considered a measure of the revenue the song may generate.</p> <p>As such, producers seek to answer questions like “<a href="https://doi.org/10.1098/rsos.171274">How can we make the song more popular?</a>” and “<a href="https://doi.org/10.1109/ICMLA.2019.00149">What are the characteristics of songs that make it the top charts?</a>” </p> <p>With collaborators <a href="https://www.linkedin.com/in/laura-colley/">Laura Colley</a>, <a href="https://www.linkedin.com/in/andrew-dybka/">Andrew Dybka</a>, Adam Gauthier, Jacob Laboissonniere, Alexandre Mougeot and Nayeeb Mowla, we produced a systematic study that collected data from YouTube, Twitter, TikTok, Spotify and Billboard (<a href="https://www.billboard.com/charts/hot-100">Billboard Hot-100</a>, sometimes also denoted by data researchers as “<a href="https://data.world/bigml/association-discovery">Billboard hot top</a>” or in our work and others’ work, “Billboard Top-100”).</p> <p>We linked the datasets from the different platforms with Spotify’s acoustic descriptive metric or “descriptive features” for songs. These features have been derived <a href="https://www.billboard.com/music/music-news/echo-nest-columbia-university-launch-million-song-dataset-1178990/">from a dataset which yielded categories for measuring and analyzing qualities of songs</a>. Spotify’s <a href="https://www.theguardian.com/technology/2014/mar/06/spotify-echo-nest-streaming-music-deal">metrics capture</a> <a href="https://doi.org/10.1098/rsos.171274">descriptive features such as</a>acousticness, energy, danceability and instrumentalness (the collection of instruments and voices in a given piece). </p> <p>We sought to find trends and analyze the relationship between songs’ descriptive features and their popularity.</p> <p>The rankings on the weekly <a href="https://www.billboard.com/charts/hot-100/">Billboard Hot-100</a> are based on sales, online streams and radio plays in the United States.</p> <p>The analysis we performed by looking at Spotify and Billboard revealed insights that are useful for the music industry.</p> <h2>What predicts a Billboard hit?</h2> <p>To perform <a href="https://ieeexplore.ieee.org/document/9842568">this study</a>, we used two different data sets pertaining to songs that <a href="https://www.npr.org/sections/therecord/2013/08/16/207879695/how-the-hot-100-became-americas-hit-barometer">were Billboard hits</a> <a href="https://data.world/kcmillersean/billboard-hot-100-1958-2017">from the early 1940s to 2020</a> and Spotify data related to over 600,000 tracks and over one million artists.</p> <p>Interestingly, we found no substantial correlations between the number of weeks a song remained on the charts, as a measure of popularity, and the acoustic features included in the study.</p> <p>Our analysis determined that newer songs tend to last longer on the charts and that a song’s popularity affects how long it stays on the charts. </p> <p>In a related study, researchers collected data for Billboard’s Hot 100 from 1958 to 2013 and found that <a href="https://doi.org/10.1007/978-3-319-13734-6_36">songs with a higher tempo and danceability often get a higher peak position on the Billboard charts</a>. </p> <h2>Predicting Spotify song popularity</h2> <p>We also used the songs’ features to generate machine learning models to predict Spotify song popularity. Preliminary results concluded that features are not linearly correlated, with some expected exceptions including songs’ energy. </p> <p>This indicated that the Spotify metrics we studied — including acousticness, danceability, duration, energy, explicitness, instrumentalness, liveness, speechiness (a measure of the presence of spoken words in a song), tempo and release year — were not strong predictors of the song’s popularity.</p> <p>The majority of songs in the Spotify dataset were not listed as explicit, tended to have low instrumentalness and speechiness, and were typically recent songs. </p> <p>Although one may think that some features that are innate to certain songs make them more popular, our study revealed that popularity can not be attributed solely to quantifiable acoustic elements. </p> <p>This means that song makers and consumers must consider other contextual factors beyond the musical features, as captured by Spotify’s measurables, that may contribute to the song’s success. </p> <h2>Elements affecting popularity shift</h2> <p>Our study reinforces that elements affecting the popularity of songs change over time and should be continuously explored. </p> <p>For example, <a href="https://doi.org/10.1098%2Frsos.171274">in songs produced between 1985 and 2015 in the United Kingdom, songs produced by female artists were more successful</a>.</p> <p>Other aspects may substantially contribute to the success of a song. Data scientists have proposed <a href="https://doi.org/10.1371/journal.pone.0244576">simplicity of the lyrics</a>, the advertising and <a href="https://www.ipr.edu/blogs/audio-production/what-are-the-elements-of-popular-music/">distribution plans</a> as potential predictors of songs’ popularity.</p> <h2>Attached listeners</h2> <p>Many musicians and producers make use of popular events and marketing strategies to advertise songs. Such events create social engagements and <a href="https://doi.org/10.3389/fpsyg.2018.02682">audience involvement</a> which attaches the listener to the song being performed. </p> <p>For the public, <a href="https://www.osheaga.com/en">live music events</a>, following long lockdowns, have been opportune for reuniting friends, and <a href="https://ottawabluesfest.ca/">enjoying live artistry and</a> entertainment.</p> <p>While attending a music event or listening to a song, we invite you to reflect on what it is about the song that makes you enjoy it.</p> <p><em>Image credits: Getty Images</em></p> <p><em>This arctic originally appeared on <a href="https://theconversation.com/can-big-data-really-predict-what-makes-a-song-popular-189052" target="_blank" rel="noopener">The Conversation</a>. </em></p>

Music

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Your eyes could predict your risk of heart disease

<p dir="ltr">As well as being windows to the soul, <a href="https://www.oversixty.com.au/health/body/could-an-eye-test-predict-your-risk-of-heart-disease" target="_blank" rel="noopener">your eyes</a> could indicate your risk of developing heart disease according to new research.</p> <p dir="ltr">Scientists have developed imaging powered by Artificial Intelligence (AI) that can predict cardiovascular disease and death just by looking at the network of veins and arteries in your retina.</p> <p dir="ltr">Their findings could pave the way for a non-invasive and highly effective test that could replace the blood tests and blood pressure measurements currently used.</p> <p dir="ltr">With previous studies finding that the width of the tiny veins and arteries in the retina may be an accurate, early indicator for circulatory diseases including heart disease, cardiovascular disease, stroke, and heart failure.</p> <p dir="ltr">But, it was unclear whether these findings apply to both men and women, prompting the researchers to develop an AI-enabled algorithm called QUARTZ (QUantitative Analysis of Retinal vessels Topology and siZe) to develop models for assessing whether combining imaging of the retina with known risk factors could predict vascular health and death.</p> <p dir="ltr">They then applied models the algorithm created to retinal images of 88,052 people that are stored in the UK’s BioBank, as well as 7411 participants in the European Prospective Investigation into Cancer (EPIC)-Norfolk study, which tracked the health of participants for seven to nine years.</p> <p dir="ltr">The predictive model used known risk factors, including smoking, medical history, and age and was able to identify two-thirds of the participants who later died of circulatory disease who were most at risk.</p> <p dir="ltr">With retinal imaging already being common practice in the UK and US, the researchers argue that using changes to the retina and AI has the potential to reach a greater portion of the population than current testing methods.</p> <p dir="ltr">“[Retinal vasculature]is a microvascular marker, hence offers better prediction for circulatory mortality and stroke compared with [heart attack] which is more macrovascular, except perhaps in women,” they write.</p> <p dir="ltr">“In the general population it could be used as a non-contact form of systemic vascular health check, to triage those at medium-high risk of circulatory mortality for further clinical risk assessment and appropriate intervention.”</p> <p dir="ltr">Drs Ify Mordi and Emanuele Trucco of Scotland’s University of Dundee wrote in <a href="https://bjo.bmj.com/content/early/2022/09/12/bjo-2022-322517" target="_blank" rel="noopener">a separate editorial</a> that using changes to the retina to inform overall cardiovascular risk is “certainly attractive and intuitive” but is yet to form part of clinical practice.</p> <p dir="ltr">“Using retinal screening in this way would presumably require a significant increase in the number of ophthalmologists or otherwise trained assessors,” they write.</p> <p dir="ltr">“What is now needed is for ophthalmologists, cardiologists, primary care physicians and computer scientists to work together to design studies to determine whether using this information improves clinical outcome, and, if so, to work with regulatory bodies, scientific societies and healthcare systems to optimise clinical workflows and enable practical implementation in routine practice.”</p> <p dir="ltr">The study was published in the <em><a href="https://bjo.bmj.com/content/early/2022/08/23/bjo-2022-321842" target="_blank" rel="noopener">British Journal of Ophthalmology</a></em>.</p> <p><span id="docs-internal-guid-0bda2897-7fff-22ea-56e7-d43631ebe839"></span></p> <p dir="ltr"><em>Image: Getty Images</em></p>

Caring

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Leo DiCaprio scolded by fans after "predictable" split with model girlfriend

<p>Leonard DiCaprio fans everywhere are having the last laugh as the famed actor has ended his four-year relationship with model girlfriend Camilla Morrone.</p> <p>Having a track record of exclusively dating women under 25, the 47-year-old ended his relationship quietly, earlier this summer, according to a source close to the couple.</p> <p>DiCaprio and Morrone began dating in 2017 when she was 20 years old, making their awards show debut at the 2020 Oscars.</p> <p>Morrone at the time defended their 23-year age difference, telling the Los Angeles Times in 2019, “There’s so many relationships in Hollywood — and in the history of the world — where people have large age gaps. I just think anyone should be able to date who they want to date.”</p> <p>This recent widely publicised breakup has only reinforced predictions made that the relationship wouldn't last much longer, after Camilla celebrated her 25th birthday in early June.</p> <p>Of course the breakup sent social media into a frenzy as fans couldn’t wait to post jokes about the couple's "doomed" relationship.</p> <p>One fan tweeted: "3 things are certain in life: - death, - taxes, - Leonardo Dicaprio breaking up with his girlfriend before her pre-frontal cortex has fully developed."</p> <blockquote class="twitter-tweet"> <p dir="ltr" lang="en">3 things are certain in life:<br />- death<br />- taxes<br />- leonardo dicaprio breaking up with his girlfriend before her pre-frontal cortex has fully developed <a href="https://t.co/5bw3uLWlQ3">https://t.co/5bw3uLWlQ3</a></p> <p>— Erin Brockobić (@erinbrockobic) <a href="https://twitter.com/erinbrockobic/status/1564744270950633472?ref_src=twsrc%5Etfw">August 30, 2022</a></p></blockquote> <p>"Leonardo DiCaprio is actually dating all the under-25s he possibly can to spread the word about climate change to those who will be the most impacted," another user joked.</p> <blockquote class="twitter-tweet"> <p dir="ltr" lang="en">leonardo dicaprio is actually dating all the under-25s he possibly can to spread the word about climate change to those who will be the most impacted</p> <p>— flamin nora (@katierpacker) <a href="https://twitter.com/katierpacker/status/1564888223205269505?ref_src=twsrc%5Etfw">August 31, 2022</a></p></blockquote> <p>A third added: "there's no phenomenon on this planet more reliable than leonardo dicaprio breaking up with his girl by age 25, the stats are breathtaking".</p> <blockquote class="twitter-tweet"> <p dir="ltr" lang="en">there's no phenomenon on this planet more reliable than leonardo dicaprio breaking up with his girl by age 25, the stats are breathtaking <a href="https://t.co/A9czRJo56Q">https://t.co/A9czRJo56Q</a></p> <p>— no (@zedonarrival) <a href="https://twitter.com/zedonarrival/status/1564730774485704704?ref_src=twsrc%5Etfw">August 30, 2022</a></p></blockquote> <p>Meanwhile, others have tried to figure out how DiCaprio might have ended the romance as one stated: "i need to know how leonardo dicaprio conducts these breakups. does he start picking fights months before they turn 25 to be less conspicuous?"</p> <blockquote class="twitter-tweet"> <p dir="ltr" lang="en">i need to know how leonardo dicaprio conducts these breakups. does he start picking fights months before they turn 25 to be less conspicuous? do they wake up on their birthday to a note that says “sorry i can’t don’t hate me” someone pls investigate</p> <p>— megan (@weganmilliamson) <a href="https://twitter.com/weganmilliamson/status/1564756315276279808?ref_src=twsrc%5Etfw">August 30, 2022</a></p></blockquote> <p>Other A-list women DiCaprio has dated who were 25 or younger at the time of their relationships include Kate Moss, Helena Christensen, Naomi Campbell, Bar Refaeli, Nina Agdal and Gisele Bündchen, who he dated for six years.</p> <p>What a complete Morrone!</p> <p><em>Image: Twitter</em></p>

Relationships

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Chilling note reveals Princess Diana may have predicted her fatal car crash

<p>Two years before the car crash that claimed the life of Princess Diana, the royal predicted she would "either end up dead or be seriously injured" in a car accident that "could be staged".</p> <p>The eerie revelation, which became known as the "Mishcon Note", is discussed in detail in the upcoming docuseries, <em>The Diana Investigations</em>, of which<em> </em><a href="https://pagesix.com/2022/08/17/princess-diana-predicted-fatal-car-crash-in-chilling-note/" target="_blank" rel="noopener"><em>The Daily Beast</em> </a>obtained a preview.</p> <p>In October 1995, Diana requested a private meeting with her personal legal adviser, Victor Mishcon, allegedly to “tell him about something that was on her mind.”</p> <p>Mishcon took diligent notes during their conversation, in which Diana allegedly said “reliable sources,” whom she refused to name, had informed her “that a car accident might be staged.”</p> <p>Diana apparently predicted she would “either end up dead or be seriously injured.”</p> <p>Two years later, in August 1997, Diana died after her driver Henri Paul slammed their Mercedes into a pillar at 104km/h in Paris’ Pont de l’Alma tunnel.</p> <p>Paul was under the influence of alcohol and prescription drugs, but he was also trying to dodge the relentless paparazzi, who were trailing them on motorcycles.</p> <p>According to the experts in the docuseries, Mishcon gave the notes of his meeting with Diana to the London’s Metropolitan Police commissioner at the time, Sir Paul Condon.</p> <p>It wasn’t until after Condon’s successor, John Stevens, assumed the commissioner role that the public found out about the note, as Condon had locked it away in a safe.</p> <p>“When the coroner announced his inquest, I made sure that letter was immediately given to the royal coroner, who at that time was Michael Burgess and then subsequently became Lord Justice Scott Baker,” Lord Stevens told Daily Beast.</p> <p>“I saw Lord Mishcon about a month before he died, in about the spring of 2005, and he held course to the fact that he thought [Diana] was paranoid, and he hadn’t held much credence to [the note].”</p> <p><em>Image credits: Getty Images</em></p>

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Could an eye test predict your risk of heart disease?

<p dir="ltr">A team of scientists believe a routine eye test, combined with genetic information, could accurately predict an individual’s risk of coronary artery disease and its potential outcome, heart attacks.</p> <p dir="ltr">The researchers examined the patterns of blood vessels in the retina using data from the UK Biobank (UKB), which includes demographic, epidemiological, clinical and genetic data from 500,000 UK participants.</p> <p dir="ltr">They found that simpler patterns were related to coronary heart disease (CAD) and myocardial infarctions (MI), also known as heart attacks, and developed a model that they say is able to predict an individual’s risk of MI based on multiple factors, including images of their eyes.</p> <p dir="ltr">“Strikingly, we discovered that our model was able to better classify participants with low or high MI risk in UKB when compared with established models that only include demographic data. The improvement of our model was even higher if we added a score related to the genetic propensity of developing MI,” Ana Villaplana-Velasco, a PhD student at the University of UK, <a href="https://www.scimex.org/newsfeed/the-eyes-could-be-a-window-into-our-heart-risk" target="_blank" rel="noopener">says</a>.</p> <p dir="ltr">The team also found that several regions of our genes drive branching of vessels in the eye - four of which are also involved in cardiovascular disease genetics.</p> <p dir="ltr">“In particular, we found that these common genetic regions are involved in processes related to MI severity and recovery,” Ms Villaplana-Velasco says.</p> <p dir="ltr">They also believe their findings could be useful for identifying risk of other diseases, with retinal vascular patterns potentially reflecting the development of diseases such as diabetic retinopathy and stroke.</p> <p dir="ltr">“We would like to investigate this further, as well as undertaking a sex-specific analysis. We know that females with a higher MI or CAD risk tend to have pronounced retinal vascular deviations when compared to the male population. We would like to repeat our analysis separately in males and females to investigate if a sex-specific model for MI completes a better risk classification,” Ms Villaplana-Velasco says.</p> <p dir="ltr">With the average age for an MI being 60, the team found that their model was most accurate at predicting risk more than five years before a person experiences an MI.</p> <p dir="ltr">”So the calculation of an individualised MI risk from those over 50 years old would seem to be appropriate,” says Ms Villaplan-Velasco. </p> <p dir="ltr">”This would enable doctors to suggest behaviours that could reduce risk, such as giving up smoking and maintaining normal cholesterol and blood pressure. Our work once more shows the importance of comprehensive analysis of data that is routinely collected and its value in the further development of personalised medicine.”</p> <p dir="ltr">Their findings were presented at the annual conference of the European Society of Human Genetics.</p> <p><span id="docs-internal-guid-13006207-7fff-b231-9d8b-e98d61b23d08"></span></p> <p dir="ltr"><em>Image: Getty Images</em></p>

Body

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Alan Jones’ surprising election prediction

<p dir="ltr">Alan Jones has made a surprising assessment of Labor leader Anthony Albanese and which way the upcoming election could go as he prepares to return to the airwaves via his resurrected digital TV show.</p> <p dir="ltr">The controversial broadcaster spoke to <em><a href="https://www.smh.com.au/national/alan-jones-election-comeback-there-will-be-no-walking-on-eggshells-20220427-p5ageb.html" target="_blank" rel="noopener">The Sydney Morning Herald</a></em> ahead of the relaunch of his digital show, <em>Alan Jones</em>, following his recovery from 28 hours of surgery on his back across four operations this year.</p> <p dir="ltr">He told the publication that the contest between Mr Albanese and Scott Morrison has been “so campaign virtually of nothing” so far but that voters aren’t listening to Mr Morrison anymore.</p> <p dir="ltr">“He’s a very good campaigner, Morrison, and he can learn a script and he can nail the issues. The question is: are people listening?” the former Sky News host said.</p> <p dir="ltr">Having been relatively unknown to voters and given a go at the last election, Jones said Mr Morrison’s stint as Prime Minister has made him more well-known - and not in a favourable way.</p> <p dir="ltr">“Now there are many people saying, ‘Well, we do know him, and we’re a little concerned about what we know’.”</p> <p dir="ltr">As for Mr Albanese, Mr Jones said Labor hadn’t put its best foot forward by choosing him.</p> <p dir="ltr">“Albo’s Albo. Nice bloke to meet at the pub, but you can’t quite imagine him being your international representative,” the 81-year-old told the publication.</p> <p dir="ltr">But, he added that Mr Albanese does resonate with those “who’ve got no money in the till” when he “talks all this compassion stuff” and touches on issues of aged care, cost of living, and childcare.</p> <p dir="ltr">“It’s nice to write headlines about Albanese messing up, not knowing the unemployment figures and missing the gotcha questions,” he continued.</p> <p dir="ltr">“But it does appear that many people have made up their minds because the needle isn’t moving.”</p> <p><span id="docs-internal-guid-3602d0c3-7fff-ff3f-482a-47c0ca146516"></span></p> <p dir="ltr"><em>Image: Alan Jones (Facebook)</em></p>

News

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Predictions for the Oscars 2022 best picture

<p>There were some extraordinary films released in 2021: Ninja Thyberg’s <a href="https://www.imdb.com/title/tt8550054/">Pleasure</a>, an electric neon romp through the porn world, Ildikó Enyedi’s period epic, <a href="https://www.imdb.com/title/tt8205028/">The Story of My Wife</a>, Paul Verhoeven’s nun-film, <a href="https://www.imdb.com/title/tt6823148/">Benedetta</a>.</p> <p>It should come as no surprise that this is not reflected in the Oscar nominees for Best Picture.</p> <h2>Dune: Best Picture?</h2> <p>A pulpy science-fiction narrative, not that far removed from an L. Ron Hubbard work, it seems strange to suggest that <a href="https://www.imdb.com/title/tt1160419/">Dune is 2021’s “Best Picture”</a>. It isn’t – but it is my choice for the Oscar, out of a ho-hum bunch of nominees.</p> <p>Denis Villeneuve’s latest film is certainly the most cinematic of the selection, and it works exceptionally well at a formal level. It’s a striking, hypnotic work – and totally coherent (unlike the previous <a href="https://www.denofgeek.com/movies/dune-2021-vs-dune-1984-the-differences/">Lynch/Smithee version!</a>) – a realisation of Herbert’s world both surreal and appropriately full of dread.</p> <div data-id="17"> </div> <p>The whole thing is anchored by the excellent production design of Patrice Vermette: desert planet Arakis seems ominously sparse, its weathered concrete monoliths straight from a deranged modernist’s dream. The sound design is also first rate (as is Hans Zimmer’s score, perfect as usual), and the combination of the surreal images and intense sounds creates a wholly immersive cinematic experience.</p> <p>Villeneuve effectively converts Herbert’s convoluted narrative of the power machinations of the Atreides, Harkonnen, etc. into a staggeringly clear – and relatively short, these days, for this kind of thing – genre film.</p> <p>Angsty heartthrob Timothée Chalamet, as main character Paul Atreides, has neither the presence or chops to carry an epic fantasy film like this, and, thankfully, he doesn’t have to – Josh Brolin and Jason Mamoa are suitably brutal, Oscar Isaac brings an air of stately gravity to the role of Duke Leto Atreides, father of Paul (though they look pretty close in age!), and Rebecca Ferguson, as Lady Jessica Atreides, does the mother-witch thing with a humane and slightly off-kilter bent, reminding one of a more benevolent Lady Macbeth.</p> <p>Villeneuve is a powerhouse director, one of the more interesting working in mainstream film today, and Dune plays well as a trashy fantasy film. That being said, it is only Part I of two, so we’ll see how the second part holds up now most of the compelling characters have been killed.</p> <h2>The Power of the Dog: Worst Picture?</h2> <p>At the opposite end of the list is another genre film, Jane Campion’s <a href="https://www.imdb.com/title/tt10293406/">The Power of the Dog</a>. Made for Netflix, Campion’s Western has received wide acclaim and has been film of the year on multiple lists. It’s hard to see why.</p> <p>Campion has made some good films in the past – <a href="https://www.imdb.com/title/tt0107822/">The Piano</a> is a deliciously silly bodice ripper in the clothing of a serious film, and deserved its accolades (naked Harvey Keitel alone would warrant the acclaim!). The Power of the Dog, in contrast, is strained and tiresome, a long epic without an interesting story, meaningful panoramic cinematography (though I watched it on a TV screen, maybe it would have appeared spectacular in the cinema) or anything significant and original to say about its topic of interest: the American West and the Western genre.</p> <p>Its one point – revealing the <a href="https://offscreen.com/view/homosexuality_western">homoerotic impulses</a> often underpinning the masculine bravado of Western cowboy narratives – has been made numerous times before, with Westerns, American and otherwise, frequently making a similar statement since at least the 1940s, in films that are more dynamic, look better, and don’t suffer from the air of self-importance surrounding this one.</p> <p>Jesse Plemons is a good actor, but he’s wasted in a fairly thankless part; Kirsten Dunst seems lost, struggling to convince us as a hapless alcoholic woman trapped in a thankless man’s world; and Benedict Cumberbatch, in the lead part, gives a typically commanding but unnuanced performance, playing Phil Burbank with stagy gusto.</p> <p>While Australian Kody Smit-McPhee is fine as Peter Gordon, the point is that all of the characters are caricatures – unoriginal inversions of genre archetypes – and, in a serious film in which not much happens – that is, in a film that is supposed to be buoyed by emotional authenticity and emotional realism – this is fatal.</p> <p>That being said, it will not surprise me if this wins the Oscar for Best Picture.</p> <h2>And… the rest</h2> <p>Campion’s film is the weakest of the nominees; there are some others that are quite good.</p> <p><a href="https://theconversation.com/comedies-in-serious-clothing-an-introduction-to-the-films-of-paul-thomas-anderson-174608">Paul Thomas Anderson’s Licorice Pizza</a> is a madcap LA teen romp, a 1970’s picaresque nostalgia film featuring stellar newcomers Alana Haim and Cooper Hoffman in the lead roles.</p> <p>It’s long and unwieldy, and would not be to everyone’s taste, but has the advantage of actually capturing an original, albeit fractured and fractious, vision of the world. Unlike some of P.T. Anderson’s other recent films, it is surprisingly good-natured.</p> <p><a href="https://www.imdb.com/title/tt7740496/">Nightmare Alley</a>, directed by Guillermo del Toro, also offers solid genre fare. It’s a remake of Edmund Goulding’s (considerably better) <a href="https://www.imdb.com/title/tt0039661/">film-noir of the same name from 1947</a>, and follows the rise and fall of Stanton Carlisle, a mentalist who begins his trade in the circus before becoming a popular nightclub act. Like most of del Toro’s films, it is dripping in period and genre nostalgia, but this adds to, rather than detracts from, the colour, here.</p> <p><a href="https://www.imdb.com/title/tt11286314/">Don’t Look Up</a> is the global warming equivalent of Barry Levinson’s 1990s satire, <a href="https://www.imdb.com/title/tt0120885/">Wag the Dog</a>, and, like Wag the Dog, it is, at times, a little too clever for its own good.</p> <p>It comes across as irritatingly pontificating in places, with Jonah Hill’s characterisation as a Presidential son (a la Trump’s family) heavy-handedly hammering home its point. But – like all of Adam Mackay’s films – it’s well made and funny, a media-literate romp satirising (or maybe just demonstrating) life in the social media age.</p> <p>The rest of the nominees are watchable if unspectacular films, including the Irish nostalgia film <a href="https://www.imdb.com/title/tt12789558/">Belfast</a>, the coming of age drama <a href="https://www.imdb.com/title/tt10366460/">CODA</a>, <a href="https://www.imdb.com/title/tt9620288/">King Richard </a>a biopic about the struggle of the Williams family to make it in the tennis world, <a href="https://www.imdb.com/title/tt14039582/">Drive My Car</a> a beautifully shot version of the eponymous Murakami story, and Spielberg’s latest, an un-engaging remake of <a href="https://www.imdb.com/title/tt3581652/?ref_=nv_sr_srsg_1">West Side Story</a>.</p> <p>Which movie will win? Dune? The Power of the Dog? King Richard? In any case, I can guarantee it won’t be the best picture of 2021.</p> <p>This article originally appeared on<a href="https://theconversation.com/from-dune-to-the-power-of-the-dog-our-predictions-for-the-oscars-2022-best-picture-179660"> The Conversation</a>.</p>

TV

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Did the Simpsons predict Russia’s war on Ukraine?

<p dir="ltr">Fans of the long-running cartoon sitcom claim it predicted the current crisis between Russia and Ukraine in an episode way back in 1998.</p> <p dir="ltr">A clip from the episode “Simpson Tide” shows a United Nations meeting between Russia and the United States that quickly turns into Russia announcing the return of the Soviet Union. Complete with hidden tanks, barbed-wired walls and even a zombified Lenin raising from the dead to declare he “must crush Capitalism”.</p> <p dir="ltr">Check out this clip from Twitter:</p> <blockquote class="twitter-tweet"> <p dir="ltr" lang="en">The Simpsons predicted the<br />Crisis of <a href="https://twitter.com/hashtag/Putin?src=hash&amp;ref_src=twsrc%5Etfw">#Putin</a>, <a href="https://twitter.com/hashtag/Russia?src=hash&amp;ref_src=twsrc%5Etfw">#Russia</a>,<a href="https://twitter.com/hashtag/Ukraine?src=hash&amp;ref_src=twsrc%5Etfw">#Ukraine</a> and <a href="https://twitter.com/hashtag/Donetsk?src=hash&amp;ref_src=twsrc%5Etfw">#Donetsk</a> and<a href="https://twitter.com/hashtag/Luhansk?src=hash&amp;ref_src=twsrc%5Etfw">#Luhansk</a> way before it was cool 🤯😆<a href="https://twitter.com/hashtag/RussiaUkraineCrisis?src=hash&amp;ref_src=twsrc%5Etfw">#RussiaUkraineCrisis</a><a href="https://twitter.com/hashtag/Ukraina?src=hash&amp;ref_src=twsrc%5Etfw">#Ukraina</a> <a href="https://twitter.com/hashtag/ukrainerussia?src=hash&amp;ref_src=twsrc%5Etfw">#ukrainerussia</a> <a href="https://twitter.com/hashtag/USA?src=hash&amp;ref_src=twsrc%5Etfw">#USA</a> <a href="https://t.co/Hqd2icRj6w">pic.twitter.com/Hqd2icRj6w</a></p> <p>— Genius Manushya (@GeniusManushya) <a href="https://twitter.com/GeniusManushya/status/1496003007313772547?ref_src=twsrc%5Etfw">February 22, 2022</a></p></blockquote> <p dir="ltr">While it is not an exact match for the war Russia is currently waging in Ukraine, it comes close enough for some fans to chalk it up as yet another Simpsons prediction.</p> <p dir="ltr">“At what point are we gonna make Matt Groening tell us how he does this?” one fan tweeted, referring to the show’s creator.</p> <p dir="ltr">“THE SIMPSONS ALWAYS PREDICTS EVERYTHING,” wrote another.</p> <p dir="ltr">“Pretty sure most world events were predicted by the Simpsons at some point,” said another.</p> <p dir="ltr">It comes just weeks after another Simpsons prediction appeared to come true, this one from the show’s 2007 big screen outing, The Simpsons Movie.</p> <p dir="ltr">In the film, A-list actor Tom Hanks appears in animated form as a spokesman in an ad for the US government, with this memorable line during his brief cameo: “Hello, I’m Tom Hanks. The US government has lost its credibility so it’s borrowing some of mine.”</p> <p dir="ltr">Here we are, 15 years later, and Tom Hanks is working as a spokesman for the US government in real life, narrating a new White House video promoting the achievements of the Biden administration during its first year in office.</p> <p dir="ltr">It’s the latest in a long line of alleged predictions the writers of The Simpsons have unwittingly made about future events.</p> <p dir="ltr">Images: The Simpsons (1998)</p>

TV

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Big travel deals predicted to come soon following Jetstar's $22 flights

<p dir="ltr">Travel is slowly returning to normal and our major airlines are slashing fares, with Jetstar offering flights from major cities to our favourite holiday destinations for just $22. </p> <p dir="ltr">"They really want to entice people back into the air and they want to give you an offer that's almost too good to be true," Australian Traveller co-founder, Quentin Long, told A Current Affair.</p> <p dir="ltr">The destinations are far and wide and if a tropical climate is what you're looking for, Queensland's Cairns and the Whitsundays could be an option for you. </p> <p dir="ltr">Jetstar is getting in early, ahead of the launch of budget airline Bonza, which is set to enter the market mid-year.</p> <p dir="ltr">It's offering flights on more than 25 routes to 16 destinations and fares will average $50 one way on shorter flights.</p> <p dir="ltr">Qantas is launching its Asia Fly Away sale tomorrow which includes return flights from Sydney, Melbourne, Brisbane and Adelaide to Singapore starting at $699.</p> <p dir="ltr">A flight to Delhi from Sydney, Melbourne or Adelaide will cost $119 and a flight to Manila from Brisbane or Adelaide will cost $829.</p> <p dir="ltr">Meanwhile, Virgin Australia has $69 flights until May 10, with its Book Early Fares Sale.</p> <p dir="ltr">They're also running a weekly Happy Hour sale every Thursday with fares as low as $49.</p> <p dir="ltr">Experts believe this is just the beginning of sales to be seen both domestically and internationally, with big deals predicted in March and April - with the hope of getting more passengers back in the air.</p> <p dir="ltr">"You'll see aviation plus tours, plus accommodation deals coming to the market about then," Mr Long said.</p> <p dir="ltr">"Having competitive and very good value airfares is really important to the tourist market, whether it's in Australia or overseas," Flight Centre chief executive Graham Turner said.</p> <p dir="ltr">"Everything that we can do to help that inbound and outbound travel is certainly good for the hundreds of thousands of people employed in the travel and tourism industry.</p> <p dir="ltr">"And good value airfares are a really important part of it.</p> <p dir="ltr">"The domestic travel, tourism, business travel, will pick up steadily over the next 12 months and I think we will be back to around that 100 per cent mark in around 12 months' time."</p> <p> </p> <p dir="ltr">Jetstar's sale closes at midnight on Thursday unless sold out prior.</p> <p><em><span style="font-size: 12pt; font-family: Arial; color: #000000; background-color: transparent; font-weight: 400; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Image: Getty</span></em></p>

Travel Tips

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“Really appalling” prediction for half of Australia's aged care

<p><span style="font-weight: 400;">A dire warning has been issued for Australia’s aged care homes, with the CEO of Aged and Community Services Australia </span><a rel="noopener" href="https://www.news.com.au/world/coronavirus/australia/aged-and-community-services-australia-warns-half-of-all-aged-care-homes-will-soon-be-hit-with-the-virus/news-story/36bff623338e8828df3236cd855b2377" target="_blank"><span style="font-weight: 400;">predicting</span></a><span style="font-weight: 400;"> that Covid will hit half in the coming week.</span></p> <p><span style="font-weight: 400;">After recording low case numbers over the last several months, the number of aged care facilities with at least two residents or staff members who have tested positive has peaked at 124.</span></p> <p><span style="font-weight: 400;">In NSW alone, there are 639 active cases of Covid among residents, as well as 728 among staff, as reported by </span><em><span style="font-weight: 400;">The Daily Telegraph</span></em><span style="font-weight: 400;">.</span></p> <p><span style="font-weight: 400;">Currently, the number of deaths in aged care facilities with active cases of Covid stands at 13.</span></p> <p><span style="font-weight: 400;">Speaking to the </span><em><span style="font-weight: 400;">ABC</span></em><span style="font-weight: 400;"> on Tuesday, CEO Paul Sadler shared his prediction, adding that the number of cases is likely to grow even further.</span></p> <p><span style="font-weight: 400;">“I believe there is now a risk that we will have over half of all the aged care homes in Australia with outbreaks, and that number is likely to continue to increase,” he said.</span></p> <blockquote class="twitter-tweet"> <p dir="ltr">Unfortunately my prediction proved accurate. Department of Health data just released show active COVID outbreaks in 1,107 aged care homes across Australia, with over 3,200 residents infected. Exponential rise threatens over half of all aged care homes within days</p> — Paul Sadler (@PaulSadlerCnslt) <a href="https://twitter.com/PaulSadlerCnslt/status/1481926122250342402?ref_src=twsrc%5Etfw">January 14, 2022</a></blockquote> <p><span style="font-weight: 400;">Despite the grim outlook, Mr Sadler defended the sector’s rollout of COVID-19 booster shots, saying third doses of the vaccine started within a week of approval.</span></p> <p><span style="font-weight: 400;">“We were ready to go once ATAGI made that decision, but what happened, of course, was that the Omicron wave began in earnest in early December, and from that point on we’ve been struggling to protect older people,” he said.</span></p> <p><span style="font-weight: 400;">Dr Kathy Eagar, a Professor of Health Services Research and expert in aged care at the University of Wollongong, said families with loved ones in care should be “really concerned” as cases increase.</span></p> <p><span style="font-weight: 400;">“I think every family should be really concerned about what’s happening in aged care,” she said.</span></p> <p><span style="font-weight: 400;">“Forty percent of aged care homes in Australia have a Covid outbreak - that is really appalling.”</span></p> <p><span style="font-weight: 400;">Though 75 percent of facilities have administered booster shots, Dr Eagar believes it may be too late to be effective at preventing the spread.</span></p> <p><span style="font-weight: 400;">“Every resident should have had the opportunity [to receive] the dose well before Christmas, and everyone was due well before Christmas,” she said.</span></p> <p><span style="font-weight: 400;">Mr Sadler’s prediction comes as NSW and Victoria recorded 32 and 18 deaths respectively on Wednesday, with NSW Health’s Dr Kerry Chant warning that the number of deaths would continue to climb as the full impact of last week’s case numbers are felt.</span></p> <p><span style="font-weight: 400;">NSW recorded its deadliest day on Tuesday with 36 deaths - 33 of whom were over the age of 65.</span></p> <p><span style="font-weight: 400;">“All three of those under 65 had serious underlying health conditions and of the older people, only a handful - four - had had their boosters,” Dr Chant said.</span></p> <p><em><span style="font-weight: 400;">Image: Getty Images</span></em></p>

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Commonwealth Bank predicts moment when housing market will crash

<p><em>Image: Getty </em></p> <p>Australia’s biggest home lender is expecting property prices to fall by 12% soon after official interest rates go up again.</p> <p>The Commonwealth Bank forecast double-digit plunges in Sydney, Melbourne, Canberra and Hobert in 2023, following strong gains since the end of 2020.</p> <p>Philip Lowe, the Governor of Reverse Bank of Australia, is now indicating the cash rate will be raised from a record low of 0.1 per cent in 2023 instead of 2024, as previously promised.</p> <p>But the Commonwealth Bank’s head of Australian economies Gareth Aird is predicting interest rates will now be raised in November 2022, marking the first cash rate increases in 12 years.</p> <p>‘The Australian housing market is in the twilight of an incredible boom that has been fuelled by record low mortgage rates,’ he said.</p> <p>Mr Aird is now predicting the Reverse Bank will raise the cash rate to 1.25% by September 2023, a level that hasn’t been seen since mid-2019, which ‘lies at the heart of our expectation that home prices will contract’.</p> <p>Should that predication materialize, the RBA would be raising rates five times on each occasion by 0.25 percentage points judging by previous moves.</p> <p>The Commonwealth Bank is expecting Sydney’s property prices to climb 27% in 2021, before slowing to 6% in 2022 and plunging by 12% in 2023.</p> <p>In the year to October, Sydney's median house price surged by 30.04% to an even more unaffordable $1.334million, CoreLogic data showed.</p> <p>CBA forecast Melbourne prices rising by 17% this year, before growing by a more subdued 8% in 2022 and diving by 10% in 2023.</p> <p>Melbourne's mid-point house price has grown by an annual pace of 19.5% to $972,659 as Canberra's equivalent value rose by 29% to $985,040.</p> <p>Canberra was also tipped to see double-digit falls, following a 26% rise in 2021, a 7% gain in 2022 before a 10 per cent plunge in 2023.</p> <p>Hobart prices were tipped to surge by 29% in 2021 followed by 5 per cent growth in 2022 and a 12 per cent plunge in 2023.</p> <p>Since October 2020, house values in the Tasmanian capital have climbed by 27.2% to $726,955.</p> <p>Australia wide, property prices were tipped to grow by 22% in 2021, 7% in 2022 before plummeting by 10%. in 2023.</p> <p>In the year to October, house and apartment values nationally rose by 21.6%, marking the sharpest annual increase since early 1989.</p> <p>By comparison, wages in the year to September edged up by just 2.2%.</p> <p>The mid-point national property price of $686,339 is now so dear someone earning an average, full-time salary of $90,329 would owe the bank six times their salary, even with a 20%.</p> <p>The Australian Prudential Regulation Authority considers a debt-to-income ratio of six or more to be risky.</p> <p>Mr Aird said strong property price growth could not be sustained as wages growth remained weak.</p> <p>'As home prices move higher, affordability becomes stretched,' he said.</p> <p>'That can be improved via a reduction in mortgage rates or higher income.’</p> <p>'But at some point the tailwind of lower mortgage rates on prices wanes unless there are further cuts in interest rates.'</p> <p>The Commonwealth Bank is expecting house prices across Australia to rise by 25% in 2021 before slowing to 6% in 2022 and falling by 11% in 2023.</p> <p>Apartment values were expected to rise by 14% this year, 9% next year and fall by 7% in 2023.</p> <p>Australia's biggest banks have already raised their fixed rate home loans multiple times in a matter of weeks, gradually ending the era of 2 per cent mortgage rates.</p> <p>'The phenomenal lift in prices is not over yet given dwelling prices are still rising briskly in most capital cities,' Mr Aird said.</p> <p>'But near term indicators of momentum coupled with the recent move higher in fixed rate mortgages suggest that conditions will moderate from here.'</p> <p>Regional areas have done even better than capital cities, with prices rising by 24.6% compared with 24% in the capital cities during the past year.</p> <p>Before the pandemic, younger first-home buyers willing to commute could buy a house on the Central Coast, an hour's drive north of Sydney. However, mid-point house prices there have surged by 35.4% in the year to October to $954,330 as more people were able to work from home.</p> <p>Woy Woy, on the Brisbane Water and near a train station, is even more expensive at $962,538.</p> <p>Queensland's Sunshine Coast saw a 32.5% increase, taking median house prices to $946,405, making it much dearer than nearby Brisbane's $731,392.</p> <p>Victoria's Mornington Peninsula had a 33.5% increase, taking its mid-point price for a home with a backyard to $979,554, making it marginally more expensive than greater Melbourne's $972,659.</p>

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Algorithms predicting parole outcomes

<div> <div class="copy"> <p><span style="font-family: inherit;">The US has the highest incarceration rate in the world, which results in overcrowded prisons and all the additional violence that implies.</span></p> <p>Funnelling felons back onto the street through granting parole is thus a critical safety mechanism and management tool – but assessing which inmates will likely not reoffend when granted liberty is a difficult and troubling task.</p> <p>For some years now, the people responsible for calculating the chances of someone reoffending have been assisted in their decision-making by computational frameworks known as risk-assessment instruments (RAIs).</p> <p>The validity of these algorithms was thrown into question in 2018 after a <a rel="noopener" href="https://advances.sciencemag.org/content/4/1/eaao5580" target="_blank">major study</a> tested their predictive power against that of untrained humans. The machines and the people were given brief information on 400 inmates, including sex, age, current charge and prior convictions, and asked to make a determination.</p> <p><span style="font-family: inherit;">Both cohorts made the correct call in 65% of cases, which was pretty perceptive on the part of the untrained humans, but rather ordinary for the algorithms, given what was at stake.</span></p> <p>Now a new <a rel="noopener" href="https://advances.sciencemag.org/content/6/7/eaaz0652" target="_blank">study</a>, led by Sharad Goel, a computational social scientist at Stanford University, US, has repeated and extended the earlier research, and finds in favour of the software.</p> <p><span style="font-family: inherit;">In the first phase of the research, Goel and colleagues replicated the previous work, and came up with similar results. They then repeated the exercise with several additional variables in play – a situation, they suggest, that much better resembles real-world conditions.</span></p> <p>With the extra information, the algorithms performed much better, correctly predicting recidivism in 90% of cases. The humans got it right only 60% of the time.</p> <p>“Risk assessment has long been a part of decision-making in the criminal justice system,” says co-author Jennifer Skeem.</p> <p>“Although recent debate has raised important questions about algorithm-based tools, our research shows that in contexts resembling real criminal justice settings, risk assessments are often more accurate than human judgment in predicting recidivism.</p> <p>That’s consistent with a long line of research comparing humans to statistical tools.”</p> <p>In their paper, published in the journal Science Advances, the researchers say the more accurate RAI results will be helpful in the management of the over-burdened US penal system.</p> <p><span style="font-family: inherit;">The algorithm will be useful not only in helping to decide which inmates can be safely released into the community but will also assist in allocating prisoners too low or high security facilities.</span></p> <em>Image credit: Shutterstock</em></div> <div id="contributors"> <p><em>This article was originally published on <a rel="noopener" href="https://cosmosmagazine.com/technology/algorithms-getting-better-at-predicting-parole-outcomes/" target="_blank">cosmosmagazine.com</a> and was written by Barry Keily.</em></p> </div> </div>

Technology

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New tool predicts your risk of getting COVID-19

<p><span style="font-weight: 400;">Aussie researchers have created a new </span><a rel="noopener" href="https://corical.immunisationcoalition.org.au/" target="_blank"><span style="font-weight: 400;">COVID-19 Risk Calculator (CoRiCal)</span></a><span style="font-weight: 400;"> to help their fellow Australians to understand their personal risks of getting COVID-19.</span></p> <p><span style="font-weight: 400;">The tool has been designed by the Immunisation Coalition and the University of Queensland and can be accessed through the Immunisation Coalition’s website.</span></p> <p><span style="font-weight: 400;">It uses your age, gender, vaccination status, and the potential transmission scenario in your state to calculate your individual chance of contracting and dying from COVID-19.</span></p> <p><span style="font-weight: 400;">Dr Kirsty Short, one of the co-lead researchers on the project, said the tool will allow users to understand their risk factors and make decisions.</span></p> <p><span style="font-weight: 400;">“Maybe my risk of getting COVID-19 is such that I’ll put off going to the shops unless it’s absolutely essential,” Dr Short </span><a href="https://www.9news.com.au/national/coronavirus-queensland-update-covid-calculator-uq/ca823eaf-2852-4017-9100-463a796870fc"><span style="font-weight: 400;">said</span></a><span style="font-weight: 400;">.</span></p> <p><span style="font-weight: 400;">“If this is my chance of catching COVID-19 in this particular transmission scenario, then [I] should be thinking in the back of my mind, I could be passing it on to everyone I love.”</span></p> <p><span style="font-weight: 400;">Dr Andrew Baird, the second co-lead researcher on the project, said the tool will be especially useful for GPs to help them advise their patients regarding vaccination, potential side effects, and the severity of illness if they are infected.</span></p> <p><span style="font-weight: 400;">“When patients present with apprehension or uncertainty about the risk of COVID-19 and the role of vaccination, it’s there as a tool to support them so that the GP and the patient can look at the screen together,” he told </span><em><a rel="noopener" href="https://www1.racgp.org.au/newsgp/clinical/online-tool-helps-assess-risks-from-covid-19-and-v" target="_blank"><span style="font-weight: 400;">newsGP</span></a></em><span style="font-weight: 400;">.</span></p> <p><span style="font-weight: 400;">“The GP can demonstrate, ‘Here is your risk of developing COVID-19 if the level of transmission is high and here is your risk of developing COVID-19 if you’re vaccinated.</span></p> <p><span style="font-weight: 400;">“And it’s shown in context so that we can say, ‘Here are the risks for getting COVID-19 and here are the risks for getting adverse effects from the vaccines.”</span></p> <p><span style="font-weight: 400;">The site also presents a person’s chances of experiencing vaccine side effects, COVID-19 side effects, and dying from the virus in comparison to events with a similar chance of happening, such as being left-handed or winning the lottery.</span></p> <p><span style="font-weight: 400;">“None of us are very good at understanding very low risks,” Dr Baird said.</span></p> <p><span style="font-weight: 400;">“If we can just put it in some sort of context [to be] able to say, ‘The chances of getting blood clots from an AstraZeneca vaccine are about the same risks as getting struck by lightning’, people think ‘Well, getting struck by lightning, that’s pretty rare’.”</span></p> <p><span style="font-weight: 400;">The tool is currently in its pilot stage and only includes data relating to the risks and benefits of the AstraZeneca vaccine.</span></p> <p><span style="font-weight: 400;">However, the researchers plan to continuously update the tool as the health advice changes, including information on booster shots, ICU admission, and long-COVID.</span></p> <p><span style="font-weight: 400;">Dr Baird said he expects that the tool will include data on Pfizer and Moderna vaccinations in 2-4 weeks, and will include the likelihood a person will develop myocarditis and pericarditis.</span></p> <p><span style="font-weight: 400;">These two conditions - where different areas of the heart become inflamed - </span><a rel="noopener" href="https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html#:~:text=Myocarditis%20is%20inflammation%20of%20the,infection%20or%20some%20other%20trigger." target="_blank"><span style="font-weight: 400;">have been reported</span></a><span style="font-weight: 400;"> to occur after Pfizer and Moderna vaccination, especially in male teenagers and young adults.</span></p> <p><span style="font-weight: 400;">“The hard work has been done already, and will be continuously developed and updated according to needs and circumstances,” Dr Baird said.</span></p> <p><span style="font-weight: 400;">He believes the tool could be crucial for helping Australia to reach and exceed its 80 percent vaccination target.</span></p> <p><span style="font-weight: 400;">“It’s not the whole answer,” he said. “But it’s certainly an important part of assisting GPs in their conversations with patients.”</span></p> <p><em><span style="font-weight: 400;">Image: Getty Images</span></em></p>

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Could AI predict the next pandemic?

<div> <div class="copy"> <p>Most of the emerging infectious diseases that threaten humans – including coronaviruses – are zoonotic, meaning they originate in another animal species.</p> <p>And as population sizes soar and urbanisation expands, encounters with creatures harbouring potentially dangerous diseases are <a rel="noreferrer noopener" href="https://theconversation.com/urbanisation-brings-animals-and-diseases-closer-to-home-34415" target="_blank">becoming ever more likely</a>.</p> <p>Identifying these viruses early, then, is becoming vitally important.</p> <p>A <a rel="noreferrer noopener" href="http://10.1371/journal.pbio.3001390" target="_blank">new study</a> out today in <em>PLOS Biology </em>from a team of researchers at the University of Glasgow, UK, has identified a novel way to do this kind of viral detective work, using machine learning to predict the likelihood of a virus jumping to humans.</p> <p>According to the researchers, a major stumbling block for understanding zoonotic disease has been that scientists tend to prioritise well-known zoonotic virus families based on their common features.</p> <p>This means that there is potentially myriad viruses unrelated to known zoonotic diseases that have not been discovered, or are not well known, which may hold zoonotic potential – the ability to make the species leap.</p> <p class="has-text-align-center"><strong><em>More reading: <a rel="noreferrer noopener" href="https://cosmosmagazine.com/health/cosmos-qa-predicting-the-next-pandemic/" target="_blank">Cosmos Q&amp;A: Predicting the next pandemic</a></em></strong></p> <p>In order to circumvent this problem, the team developed a machine learning algorithm that could infer the zoonotic potential of a virus from its genome sequence alone, by identifying characteristics that link it to humans, rather than looking at taxonomic relationships between the virus being studied and existing zoonotic viruses.</p> <p>The team found that viral genomes may have generalisable features that enable them to infect humans, but which are not necessarily taxonomically closely related to other human-infecting viruses.</p> <p>They say this approach may present a novel opportunity for viral sleuthing.</p> <p>“By highlighting viruses with the greatest potential to become zoonotic, genome-based ranking allows further ecological and virological characterisation to be targeted more effectively,” the authors write.</p> <p>“These findings add a crucial piece to the already surprising amount of information that we can extract from the genetic sequence of viruses using AI techniques,” says co-author Simon Babayan.</p> <p>“A genomic sequence is typically the first, and often only, information we have on newly discovered viruses, and the more information we can extract from it, the sooner we might identify the virus’s origins and the zoonotic risk it may pose.</p> <p>“As more viruses are characterised, the more effective our machine learning models will become at identifying the rare viruses that ought to be closely monitored and prioritised for pre-emptive vaccine development.”</p> <p><em>Image credit: Shutterstock</em></p> <p><em>This article was originally published on <a rel="noopener" href="https://cosmosmagazine.com/technology/ai/could-ai-predict-next-pandemic/" target="_blank">cosmosmagazine.com</a> and was written by Amalyah Hart.</em></p> </div> </div>

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