sentence-transformers How to use Yesimm/InfectaVec-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Yesimm/InfectaVec-v2")
sentences = [
"2001년부터 2010년까지 시도별 주혈흡충증 발생 수의 변화 추세는 어떠했는가?",
"Amid the ongoing threat of the global COVID-19 pandemic, the end of the year got more complicated as a new mutant has been discovered in the United Kingdom.\nThe UK believes there are still too many unknowns when it comes to this ‘mutated’ version of coronavirus.\nOn the effectiveness of the vaccine, Dr Mishra said that the vaccine against the deadly COVID-19 could be effective or there could be need to develop a new vaccine.\n“We apply flu vaccine to patients with heart, kidney and other serious illness.\nSo it is not unexpected that new variants of SARS-CoV-2 (Covid-19) are emerging, we see this all the time in other human and animal coronaviruses,” Prof Julian Hiscox, Chair in Infection and Global Health, University of Liverpool, was quoted as saying. Trans R Soc Trop Med Hyg . 2024 Nov 4:trae082. doi: 10.1093/trstmh/trae082. Online ahead of print. How well do different COVID-19 vaccines protect against different viral variants? A systematic review and meta-analysis Thi Ngoc Anh Hoang 1 , Aisling Byrne 2 , Ha-Linh Quach 2 3 , Melanie Bannister-Tyrrell 4 , Florian Vogt 2 5 Affiliations PMID: 39495246 DOI: 10.1093/trstmh/trae082 Abstract While the efficacy of coronavirus disease 2019 (COVID-19) vaccines has been evaluated in numerous trials, comprehensive evidence on how protection by different vaccines has varied over time remains limited. We aimed to compare protective effects of different vaccines against different viral variants. To achieve this, we searched Medline, Cochrane Library and Embase for randomized controlled trials assessing the efficacy of COVID-19 vaccines. Forest plots using Mantel-Haenszel and random-effects models were generated showing risk ratios (RRs) and 95% CIs by vaccines and variants. We included 36 studies with 90 variant-specific primary outcomes. We found a RR of 0.26 (95% CI 0.21 to 0.31) against all variants overall, with the highest protective effects against the wild-type (RR 0.13; 95% CI 0.10 to 0.18), followed by Alpha (RR 0.26; 95% CI 0.18 to 0.36), Gamma (RR 0.34; 95% CI 0.21 to 0.55), Delta (RR 0.39; 95% CI 0.28 to 0.56) and Beta (RR 0.49; 95% CI 0.40 to 0.62) variants. Nucleic acid vaccines showed the highest protection levels against all variants (RR 0.11; 95% CI 0.08 to 0.15), followed by protein subunit, inactivated virus and viral vector. In conclusion, we found high but heterogenous levels of protection for most COVID-19 vaccines, with decreasing protective effects for vaccines based on traditional technologies as SARS-CoV-2 variants emerged over time. Novel nucleic acid-based vaccines offered substantially higher and more consistent protection. Keywords: COVID-19 vaccine efficacy; meta-analysis; systematic review; viral variants. Whether it is the family gatherings for Christmas or people congregating in city centres as the bell strikes midnight on New Year's Eve, there is concern that large numbers of people mixing during the holiday season could result in spikes of COVID-19 infections.\nPerhaps this holiday season, we can reflect on the injustice of vaccine inequity and increase public pressure on governments and manufacturers to do more to share licenses and transfer technology and know-how, especially with the new WHO-led mRNA Tech Transfer Hubs, the first of which has been established in South Africa.\nThe new variant appears to be the most transmissible so far and able to breakthrough vaccine protection more easily than Delta or other variants preceding it.\nGiven that COVID-19 is a respiratory virus, which spreads mainly through the air via aerosols (small droplets) and larger droplets, it is important to know how best to keep oneself safe.\nBy talking, singing and even just breathing, people with COVID-19 can easily pass the virus to others.\nLuckily, new oral treatments which reduce the severity of COVID-19 are becoming available.",
"<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2005</td>\n<td></td>\n<td>1</td>\n<td></td>\n<td>1</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2006</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2007</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2008</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2009</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2010</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td>주혈흡충증</td>\n<td>2001</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2002</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2003</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2004</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2005</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2006</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2007</td>\n<td></td>\n<td>2</td>\n<td></td>\n<td>2</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>1</td>\n<td></td>\n<td>1</td>\n</tr>\n<tr>\n<td></td>\n<td>2008</td>\n<td></td>\n<td>1</td>\n<td></td>\n<td>0</td>\n<td>1</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>1</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2009</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n<tr>\n<td></td>\n<td>2010</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td>0</td>\n<td></td>\n<td>0</td>\n<td></td>\n<td>0</td>\n</tr>\n</tbody>\n</table> 230ㆍ2010 감염병 감시연보\n표 Ⅲ-1-4-30. 주혈흡충증 시도별 연도별 및 연령별 성별 발생수, 2001-2010\n단위 : 환자수,명 232ㆍ2010 감염병 감시연보\n표 Ⅲ-1-4-30. 주혈흡충증 시도별 연도별 및 연령별 성별 발생수, 2001-2010 (계속)\n단위 : 환자수,명",
"\"The municipality should not wait to act when there are pandemics like [Covid-19] to provide residents with basic services\" says PE resident\nLast week, three toilets were delivered to Powerline as part of the Nelson Mandela Bay Municipality response to the Covid-19 pandemic.\nNelson Mandela Bay Municipality spokesperson Mthubanzi Mniki said the City wanted residents to live in clean environments and it would \"continue to improve services to all residents, more especially the most vulnerable\". Philadelphia has reinstituted an indoor mask mandate\nthe one currently in place in Shanghai,\ntrue : false;var configObj = {thumb: 'none',video: 'world/2022/04/12/shanghai-covid-lockdown-supply-shortage-culver-dnt-ebof-vpx.cnn',width: '100%',height: '100%',section: 'international',profile: 'expansion',network: 'cnn',markupId: 'body-text_4',theoplayer: {allowNativeFullscreen: true},adsection: 'const-article-inpage',frameWidth: '100%',frameHeight: '100%',posterImageOverride: {\"mini\":{\"width\":220,\"type\":\"jpg\",\"uri\":\"//cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-small-169.jpeg\",\"height\":124},\"xsmall\":{\"width\":307,\"type\":\"jpg\",\"uri\":\"//cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-medium-plus-169.jpeg\",\"height\":173},\"small\":{\"width\":460,\"type\":\"jpg\",\"uri\":\"//cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-large-169.jpeg\",\"height\":259},\"medium\":{\"width\":780,\"type\":\"jpg\",\"uri\":\"//cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-exlarge-169.jpeg\",\"height\":438},\"large\":{\"width\":1100,\"type\":\"jpg\",\"uri\":\"//cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-super-169.jpeg\",\"height\":619},\"full16x9\":{\"width\":1600,\"type\":\"jpg\",\"uri\":\"//cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-full-169.jpeg\",\"height\":900},\"mini1x1\":{\"width\":120,\"type\":\"jpg\",\"uri\":\"//cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-small-11.jpeg\",\"height\":120}}},autoStartVideo = false,isVideoReplayClicked = false,callbackObj,containerEl,currentVideoCollection = [],currentVideoCollectionId = '',isLivePlayer = false,mediaMetadataCallbacks,mobilePinnedView = null,moveToNextTimeout,mutePlayerEnabled = false,nextVideoId = '',nextVideoUrl = '',turnOnFlashMessaging = false,videoPinner,videoEndSlateImpl;if (CNN.autoPlayVideoExist === false) {autoStartVideo = false;autoStartVideo = typeof CNN.isLoggedInVideoCheck === 'function' ?\nfalse : autoStartVideo;CNN.VideoPlayer.setPlayerProperties(configObj.markupId, autoStartVideo, isLivePlayer, isVideoReplayClicked, mutePlayerEnabled);CNN.VideoPlayer.setFirstVideoInCollection(currentVideoCollection, configObj.markupId);videoEndSlateImpl = new CNN.VideoEndSlate('body-text_4');function findNextVideo(currentVideoId) {var i,vidObj;if (currentVideoId && jQuery.isArray(currentVideoCollection) && currentVideoCollection.length > 0) {for (i = 0; i < currentVideoCollection.length; i++) {vidObj = currentVideoCollection[i];if (typeof vidObj !== 'undefined' && vidObj.videoId === currentVideoId) {if (i < currentVideoCollection.length - 1) {nextVideoId = currentVideoCollection[i + 1].videoId;nextVideoUrl = currentVideoCollection[i + 1].videoUrl;} else {nextVideoId = currentVideoCollection[0].videoId;nextVideoUrl = currentVideoCollection[0].videoUrl;}break;}}if (!nextVideoUrl) {nextVideoId = currentVideoCollection[0].videoId;nextVideoUrl = currentVideoCollection[0].videoUrl;}currentVideoCollectionId = (window.jsmd && window.jsmd.v && window.jsmd.v.eVar60) || nextVideoUrl.replace(/^.+\\/video\\/playlists\\/(.+)\\//, '$1');} else {nextVideoId = '';nextVideoUrl = '';}}findNextVideo('world/2022/04/12/shanghai-covid-lockdown-supply-shortage-culver-dnt-ebof-vpx.cnn');function navigateToNextVideo(currentVideoId, containerId) {var $endSlate,nextVideoPlayTimeout = 1500;findNextVideo(currentVideoId);if (nextVideoUrl) {moveToNextTimeout = setTimeout(function () {location.href = nextVideoUrl;}, nextVideoPlayTimeout);} else {$endSlate = jQuery(document.getElementById(containerId)).parent().find('.js-video__end-slate').eq(0);if ($endSlate.length > 0) {videoEndSlateImpl.showEndSlateForContainer();if (mobilePinnedView) {mobilePinnedView.disable();}}}}callbackObj = {onPlayerReady: function (containerId) {var playerInstance,containerClassId = '#' + containerId;CNN.VideoPlayer.handleInitialExpandableVideoState(containerId);CNN.VideoPlayer.handleAdOnCVPVisibilityChange(containerId, CNN.pageVis.isDocumentVisible());if (CNN.Features.enableMobileWebFloatingPlayer &&Modernizr &&(Modernizr.phone || Modernizr.mobile || Modernizr.tablet) &&CNN.VideoPlayer.getLibraryName(containerId) === 'fave' &&jQuery(containerClassId).parents('.js-pg-rail-tall__head').length > 0 &&CNN.contentModel.pageType === 'article') {playerInstance = FAVE.player.getInstance(containerId);mobilePinnedView = new CNN.MobilePinnedView({element: jQuery(containerClassId),enabled: false,transition: CNN.MobileWebFloatingPlayer.transition,onPin: function () {playerInstance.hideUI();},onUnpin: function () {playerInstance.showUI();},onPlayerClick: function () {if (mobilePinnedView) {playerInstance.enterFullscreen();playerInstance.showUI();}},onDismiss: function() {CNN.Videx.mobile.pinnedPlayer.disable();playerInstance.pause();}});/* Storing pinned view on CNN.Videx.mobile.pinnedPlayer So that all players can see the single pinned player */CNN.Videx = CNN.Videx || {};CNN.Videx.mobile = CNN.Videx.mobile || {};CNN.Videx.mobile.pinnedPlayer = mobilePinnedView;}if (Modernizr && !Modernizr.phone && !Modernizr.mobile && !Modernizr.tablet) {if (jQuery(containerClassId).parents('.js-pg-rail-tall__head').length) {videoPinner = new CNN.VideoPinner(containerClassId);videoPinner.init();} else {CNN.VideoPlayer.hideThumbnail(containerId);}}},onContentEntryLoad: function(containerId, playerId, contentid, isQueue) {CNN.VideoPlayer.showSpinner(containerId);},onContentPause: function (containerId, playerId, videoId, paused) {if (mobilePinnedView) {CNN.VideoPlayer.handleMobilePinnedPlayerStates(containerId, paused);}},onContentMetadata: function (containerId, playerId, metadata, contentId, duration, width, height) {var endSlateLen = jQuery(document.getElementById(containerId)).parent().find('.js-video__end-slate').eq(0).length;CNN.VideoSourceUtils.updateSource(containerId, metadata);if (endSlateLen > 0) {videoEndSlateImpl.fetchAndShowRecommendedVideos(metadata);}},onAdPlay: function (containerId, cvpId, token, mode, id, duration, blockId, adType) {/* Dismissing the pinnedPlayer if another video players plays an Ad */CNN.VideoPlayer.dismissMobilePinnedPlayer(containerId);clearTimeout(moveToNextTimeout);CNN.VideoPlayer.hideSpinner(containerId);if (Modernizr && !Modernizr.phone && !Modernizr.mobile && !Modernizr.tablet) {if (typeof videoPinner !== 'undefined' && videoPinner !== null) {videoPinner.setIsPlaying(true);videoPinner.animateDown();}}},onAdPause: function (containerId, playerId, token, mode, id, duration, blockId, adType, instance, isAdPause) {if (mobilePinnedView) {CNN.VideoPlayer.handleMobilePinnedPlayerStates(containerId, isAdPause);}},onTrackingFullscreen: function (containerId, PlayerId, dataObj) {CNN.VideoPlayer.handleFullscreenChange(containerId, dataObj);if (mobilePinnedView &&typeof dataObj === 'object' &&FAVE.Utils.os === 'iOS' && !dataObj.fullscreen) {jQuery(document).scrollTop(mobilePinnedView.getScrollPosition());playerInstance.hideUI();}},onContentPlay: function (containerId, cvpId, event) {var playerInstance,prevVideoId;if (CNN.companion && typeof CNN.companion.updateCompanionLayout === 'function') {CNN.companion.updateCompanionLayout('restoreEpicAds');}clearTimeout(moveToNextTimeout);CNN.VideoPlayer.hideSpinner(containerId);if (Modernizr && !Modernizr.phone && !Modernizr.mobile && !Modernizr.tablet) {if (typeof videoPinner !== 'undefined' && videoPinner !== null) {videoPinner.setIsPlaying(true);videoPinner.animateDown();}}},onContentReplayRequest: function (containerId, cvpId, contentId) {if (Modernizr && !Modernizr.phone && !Modernizr.mobile && !Modernizr.tablet) {if (typeof videoPinner !== 'undefined' && videoPinner !== null) {videoPinner.setIsPlaying(true);var $endSlate = jQuery(document.getElementById(containerId)).parent().find('.js-video__end-slate').eq(0);if ($endSlate.length > 0) {$endSlate.removeClass('video__end-slate--active').addClass('video__end-slate--inactive');}}}},onContentBegin: function (containerId, cvpId, contentId) {if (mobilePinnedView) {mobilePinnedView.enable();}/* Dismissing the pinnedPlayer if another video players plays a video.\nCNN is only US outlet living through Shanghai lockdown.\n{\"@context\": \"https://schema.org\",\"@type\": \"VideoObject\",\"name\": \"CNN is only US outlet living through Shanghai lockdown.\nSee what it's like\",\"description\": \"CNN's David Culver describes the stressful living conditions and supply shortages Shanghai residents face as he stays in the country through his second week of the Covid-19 lockdown.\n\",\"thumbnailURL\": \"https://cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-large-169.jpeg\",\"image\": \"https://cdn.cnn.com/cnnnext/dam/assets/220412095740-video-thumbnail-culver-shanghai-large-169.jpeg\",\"duration\": \"PT4M2S\",\"uploadDate\": \"2022-04-12T09:07:25Z\",\"contentUrl\": \"https://edition.cnn.com/videos/world/2022/04/12/shanghai-covid-lockdown-supply-shortage-culver-dnt-ebof-vpx.cnn\",\"url\": \"https://edition.cnn.com/videos/world/2022/04/12/shanghai-covid-lockdown-supply-shortage-culver-dnt-ebof-vpx.cnn\",\"embedUrl\": \"https://fave.api.cnn.io/v1/fav/?video=world/2022/04/12/shanghai-covid-lockdown-supply-shortage-culver-dnt-ebof-vpx.cnn&customer=cnn&edition=international&env=prod\"}\nCNN is only US outlet living through Shanghai lockdown.\nTo help us with these questions, I spoke with CNN Medical Analyst Dr. Leana Wen, an emergency physician and professor of health policy and management at the George Washington University Milken Institute School of Public Health.\nThat will reduce not only this coronavirus transmission but other respiratory and gastrointestinal pathogens, too.\nPeople walk through the Whitney Biennial show at the Whitney Museum of Art on April 06, 2022 in New York City.\n{\"@context\": \"http://schema.org\",\"@type\": \"ImageObject\",\"name\": \"People walk through the Whitney Biennial show at the Whitney Museum of Art on April 06, 2022 in New York City. The COVID-19 crisis has only exacerbated these problems, with the health needs of women and newborns being overshadowed, midwifery services being disrupted and midwives being deployed to other health services.\nDr Natalia Kanem\n“Midwives play a vital role in reducing the risks of childbirth for women all over the world, but many have themselves been exposed to risk during the COVID-19 pandemic."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
