13 research outputs found
Early childhood education in differing contexts:The impact of the COVID-19 global health pandemic within four countries
The recent Covid‐19 global health pandemic has negatively affected the political and economic development of communities around the world. This article shares the lessons from our multi‐country project Safe, Inclusive Participative Pedagogy: Improving Early Childhood Education in Fragile Contexts (UKRI GCRF) on how children in communities in Brazil, Eswatini, South Africa, and Scotland have experienced the effects of the pandemic. This article benefits from having co‐authors from various countries, bringing their own located knowledge to considerations of children’s rights and early childhood education in the wake of the pandemic. The authors discuss different perspectives on children’s human rights within historical, social, and cultural contexts and, by doing so, will discuss how the global pandemic has placed a spotlight on the previous inequalities within early years education and how the disparity of those with capital (economic and social) have led to an even greater disproportion of children needing health and educational support
Contribution of PEPFAR-Supported HIV and TB Molecular Diagnostic Networks to COVID-19 Testing Preparedness in 16 Countries.
The US President's Emergency Plan for AIDS Relief (PEPFAR) supports molecular HIV and tuberculosis diagnostic networks and information management systems in low- and middle-income countries. We describe how national programs leveraged these PEPFAR-supported laboratory resources for SARS-CoV-2 testing during the COVID-19 pandemic. We sent a spreadsheet template consisting of 46 indicators for assessing the use of PEPFAR-supported diagnostic networks for COVID-19 pandemic response activities during April 1, 2020, to March 31, 2021, to 27 PEPFAR-supported countries or regions. A total of 109 PEPFAR-supported centralized HIV viral load and early infant diagnosis laboratories and 138 decentralized HIV and TB sites reported performing SARS-CoV-2 testing in 16 countries. Together, these sites contributed to >3.4 million SARS-CoV-2 tests during the 1-year period. Our findings illustrate that PEPFAR-supported diagnostic networks provided a wide range of resources to respond to emergency COVID-19 diagnostic testing in 16 low- and middle-income countries
Large expert-curated database for benchmarking document similarity detection in biomedical literature search
Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.Peer reviewe
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Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study
Funder: European Society of Intensive Care Medicine; doi: http://dx.doi.org/10.13039/501100013347Funder: Flemish Society for Critical Care NursesAbstract: Purpose: Intensive care unit (ICU) patients are particularly susceptible to developing pressure injuries. Epidemiologic data is however unavailable. We aimed to provide an international picture of the extent of pressure injuries and factors associated with ICU-acquired pressure injuries in adult ICU patients. Methods: International 1-day point-prevalence study; follow-up for outcome assessment until hospital discharge (maximum 12 weeks). Factors associated with ICU-acquired pressure injury and hospital mortality were assessed by generalised linear mixed-effects regression analysis. Results: Data from 13,254 patients in 1117 ICUs (90 countries) revealed 6747 pressure injuries; 3997 (59.2%) were ICU-acquired. Overall prevalence was 26.6% (95% confidence interval [CI] 25.9–27.3). ICU-acquired prevalence was 16.2% (95% CI 15.6–16.8). Sacrum (37%) and heels (19.5%) were most affected. Factors independently associated with ICU-acquired pressure injuries were older age, male sex, being underweight, emergency surgery, higher Simplified Acute Physiology Score II, Braden score 3 days, comorbidities (chronic obstructive pulmonary disease, immunodeficiency), organ support (renal replacement, mechanical ventilation on ICU admission), and being in a low or lower-middle income-economy. Gradually increasing associations with mortality were identified for increasing severity of pressure injury: stage I (odds ratio [OR] 1.5; 95% CI 1.2–1.8), stage II (OR 1.6; 95% CI 1.4–1.9), and stage III or worse (OR 2.8; 95% CI 2.3–3.3). Conclusion: Pressure injuries are common in adult ICU patients. ICU-acquired pressure injuries are associated with mainly intrinsic factors and mortality. Optimal care standards, increased awareness, appropriate resource allocation, and further research into optimal prevention are pivotal to tackle this important patient safety threat
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Correction to: Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study
The original version of this article unfortunately contained a mistake
Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study
Funder: European Society of Intensive Care Medicine; doi: http://dx.doi.org/10.13039/501100013347Funder: Flemish Society for Critical Care NursesAbstract: Purpose: Intensive care unit (ICU) patients are particularly susceptible to developing pressure injuries. Epidemiologic data is however unavailable. We aimed to provide an international picture of the extent of pressure injuries and factors associated with ICU-acquired pressure injuries in adult ICU patients. Methods: International 1-day point-prevalence study; follow-up for outcome assessment until hospital discharge (maximum 12 weeks). Factors associated with ICU-acquired pressure injury and hospital mortality were assessed by generalised linear mixed-effects regression analysis. Results: Data from 13,254 patients in 1117 ICUs (90 countries) revealed 6747 pressure injuries; 3997 (59.2%) were ICU-acquired. Overall prevalence was 26.6% (95% confidence interval [CI] 25.9–27.3). ICU-acquired prevalence was 16.2% (95% CI 15.6–16.8). Sacrum (37%) and heels (19.5%) were most affected. Factors independently associated with ICU-acquired pressure injuries were older age, male sex, being underweight, emergency surgery, higher Simplified Acute Physiology Score II, Braden score 3 days, comorbidities (chronic obstructive pulmonary disease, immunodeficiency), organ support (renal replacement, mechanical ventilation on ICU admission), and being in a low or lower-middle income-economy. Gradually increasing associations with mortality were identified for increasing severity of pressure injury: stage I (odds ratio [OR] 1.5; 95% CI 1.2–1.8), stage II (OR 1.6; 95% CI 1.4–1.9), and stage III or worse (OR 2.8; 95% CI 2.3–3.3). Conclusion: Pressure injuries are common in adult ICU patients. ICU-acquired pressure injuries are associated with mainly intrinsic factors and mortality. Optimal care standards, increased awareness, appropriate resource allocation, and further research into optimal prevention are pivotal to tackle this important patient safety threat
Correction to: Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study (Intensive Care Medicine, (2021), 47, 2, (160-169), 10.1007/s00134-020-06234-9)
1832The original version of this article unfortunately contained a mistake. The members of the ESICM Trials Group Collaborators were not shown in the article but only in the ESM. The full list of collaborators is shown below. The original article has been corrected.openopenLabeau S.O.; Afonso E.; Benbenishty J.; Blackwood B.; Boulanger C.; Brett S.J.; Calvino-Gunther S.; Chaboyer W.; Coyer F.; Deschepper M.; Francois G.; Honore P.M.; Jankovic R.; Khanna A.K.; Llaurado-Serra M.; Lin F.; Rose L.; Rubulotta F.; Saager L.; Williams G.; Blot S.I.; Muzha D.; Ribas A.M.; Lipovesty F.; Loudet C.; Eller P.; Mostafa N.; Honore P.M.; Telleria V.M.; Smajic J.; Nogueira P.C.; Nafees K.M.K.; Hentchoya R.; Soledad J.; Cardenas Y.; Reyes A.G.; Sustic A.; Mpouzika M.; Vymazal T.; Jensen H.I.; Aguirre-Bermeo H.; Maddison L.; Valta M.; Bloos F.; Adipa F.E.; Koulouras V.; Enamorado J.; Agoston Z.; Birgisdottir H.; Gupta A.; Gurjar M.; Kilapong B.; Hashemian S.M.; Martin-Loeches I.; Cortegiani A.; Fletcher K.; Hayashi Y.; Waweru-Siika W.; Abidi K.; Lee S.-M.; Hadri B.; Dolgusevs M.; Abillama F.F.; Jovaisa T.; Thix C.; Elhadi M.; Nor B.M.; Ratnam S.; Mazlan M.Z.; Maiyalagan S.; Sanchez-Hurtado L.; Belii A.; Naranpurev M.; Gautam P.; 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Becker D.; Schmidt R.C.; Oliveira E.; Ramalho A.; Mazocoli E.; Fioretti A.; Barros E.; Serpa L.; Bianchini S.; Campanili T.; Pantaleao T.; Garcia P.C.; Ronchini A.L.V.; Santos R.; Nafees K.M.K.; Manap N.B.A.; Hentchoya R.; Bagshaw S.; Carney D.; Bagshaw S.; Davidow J.; Bagshaw S.; Rokosh E.; Bagshaw S.; Laizner A.M.; Smith S.; McQuirter M.; Kampayana B.S.; Favre R.; Sills M.; Laizner A.M.; Dallaire J.; Laizner A.M.; Becker C.; Microys S.; Bowes B.; Lajeunesse J.; Ghosh R.; Baptiste-Savoie J.; Raizman R.; Bagshaw S.; Suen G.; Taghavi N.; Smith O.; Fielding C.; Canales J.; Molina P.; Chaparro J.; Sepulveda M.I.; Zamorano M.J.F.; Rocha P.; Villanueva X.; Araya P.; Dayan M.; Avalos F.; Li X.; Liu Y.; Li X.; Chen X.; Jiang Z.; Yang J.; Chen J.; Yang L.; Wang K.; Gao J.; Fang X.; Zhao R.; Xia X.; Liu H.; Li J.; Wang H.; Meng G.; Di Y.; Wang D.; Zhao R.H.; Hu L.P.; Fang X.; Peipei X.; Jiao Q.F.; Wang H.Y.; Xia C.J.; Liu Y.; Ye M.; Wan Y.; Wang W.; Ding Y.; Ren A.; Gao Y.; Li Q.; Du G.; Yang J.; Shen Y.; Ding Y.; Li N.; Yuan C.; Li J.; Tan L.; Lin Q.; Guo H.; Yan H.; Xu X.; Zhang W.; Liang J.; Zhang L.; Tian E.; Zhao Q.; InSu L.; Dong J.; Gu Y.; Liu Y.; Zhao L.; Wang W.; Qiao H.; Tuo L.; Lv M.; Zhu J.Y.; Zhu J.F.; Wei Y.; Liu M.; He Y.; Cheng J.; Liu J.; Jia N.; Wei D.; Li Q.; Wu X.; Duan H.; Lin D.; Liang Q.; Luo X.; Xiong Y.; Huang R.F.; Fu J.; Zan T.; Ye M.; Shi Z.; Long Y.; Lei Y.; Liu X.; Yumei C.; Wang L.L.; Zhang Y.; Xu Y.; Cheng; Zhijuan W.; Sun C.; Song J.H.; Wang Y.; Liu X.M.; Liu Y.; Yuan Y.; Huang Q.; Yang F.; Wu Y.; Luo X.; Bai X.; Zheng H.; Song M.; Sun Y.; Li Z.S.; Luo F.; Liu M.; Li L.C.; Li X.; Zhang G.; Xiao L.; Yu T.; Gao G.; Wei W.; Wang F.; Han T.; Li T.; Zeng Q.; Zeng J.M.; Long Y.; Pan F.; Wang J.; He G.; Chen H.; Zhang F.; Chao Y.; Chunhua G.; Yao X.; Bai D.; Liu L.; Xu X.; Wang Y.; Liang X.; Zhang N.; Li X.; Zhang A.; Chen X.; Hu X.C.; Zhang H.; Wang R.X.; Tak P.S.; Ho S.W.; Jiang Q.X.; Ding X.; Hong L.; Miao L.; Feng Z.; Huang L.P.; Wu J.; Wang Y.; Guo J.; Zhang B.; Ma C.; Han Y.; Liu C.; Ding M.; Luan L.; Zheng J.; Lv S.; Jiang S.; Cao W.; Xue X.; Li J.; Liu G.; Wang J.; Wei X.; Zhang W.; Jiang Y.; Yao Z.; Gao L.; Li J.; Zhao W.; Jiang M.; Hao J.; Zhang J.; Song C.; Chen F.; Wang S.; Hu L.; Cao D.; Liu Y.; Wan J.; Wang X.; Shao H.; Zhang Z.; Cui X.; Liu J.; Zhao L.; Li X.; Fan L.; Zhang L.; Yu M.; Li B.; Li C.; Liu L.; Liu X.L.; Chen W.; Li Y.; Zhigang Z.; Yuchen W.; Mu C.; Zhu G.; Yang F.; Bo Q.; Li L.; Chen M.; Jiang J.H.; Yin H.; Pang X.; Gong Y.Y.; Yang S.; Yan X.; Zheng X.; Lei D.H.; Lei L.; Guo Y.; Liu L.; Yu J.; Sun W.; Bi A.P.; Li W.; Wu Y.; Li J.; Ni D.; Li X.; Liu Y.; Wu Z.; Song B.; Chen J.; Fei Q.; Xiaoyan Y.; Ran Q.; Xixi L.; Jiao X.; Ji H.; Zhiping S.; Hong M.; Jianhong M.; Hao Y.; Yin L.; Wang Y.; Hui C.; Ju W.; Xia X.; Huo Y.; Wang Y.; Chen L.; Yan Y.; Zhao Q.; Chen H.; Bao G.; Cao Y.; Hong L.; Zhang H.; Zhang Y.; Xu L.; Guixiang J.; Li Y.; Zhao H.M.; Huang X.; Dai Z.; Jian Y.; Zhang H.; Tian Z.; Cao Z.Q.; Li M.; Liu Y.; Ouyang F.; Ma F.; Jin W.; Ge L.; Wu S.F.; Li J.; Yuan W.; Chen T.; Shi G.; Chen Z.; Liu K.; Lin X.; Yuemen L.; Lijuan S.; Tian X.F.; Wang S.; Feng Z.X.; Liu X.Z.; Dong Y.; Zhang J.; Bocui N.; Jiang Z.X.; Yang J.; Wang G.X.; Zhao Y.; Wu X.; Yang Q.; Hu R.L.; Li X.Q.; Yu Z.J.; Yao Y.; Deng X.; Xiao Y.; Xie Y.; Yang Y.; Yang H.; Zhou Y.; Li Z.; Xiao M.; Yang Y.X.; Tian Y.; Gama L.M.S.; Hernandez J.S.; Cardenas Y.; Caicedo N.; Marin J.; Ochoa M.-E.; Gomez M.; Rojas-Suarez J.; Gonzalez J.; Reyes A.J.G.; Chapeta E.; Orozco E.; Filipovic-Grcic I.; Vukovic A.; Pecenkovic S.; Suput A.; Sustic A.; Zivanovic-Posilovic G.; Bozena A.; Udiljak N.; Milic M.; Radivojevic R.C.; Mihaljevic S.; Matas M.; Tonkovic D.; Culjak H.; Herceg I.; Pavlisa G.; Dobric M.; Beker T.; Adam V.N.; Goranovic T.; Markoulias C.; Mathaios M.; Mylordou M.; Achilleos E.; Kleanthous P.; Kotanidi V.; Foka M.; Charalabous I.; Alexandrou A.; Georgiou M.; Patsalos A.; Zepoy S.; Constantinou C.; Piza P.; Vymazal T.; Wiborg E.; Bruhn L.; Kaasby K.; Pedersen K.R.; Mikkelsen S.; Collet M.; Langvad A.; Andresen H.; Fischer S.; Kjaergard I.E.; Jepsen B.; Husted B.; Bestle M.; Kodal A.M.; Hansen T.C.B.; Pedersen A.S.B.; Thomsen T.D.; Hoegenhaven A.; From M.; Frandsen T.M.; Henning G.; Hansen A.; Jensen H.I.; Bliksted I.A.; Tamayo L.M.; Mogrovejo P.; Aguirre-Bermeo H.; Palaez C.; Tutillo D.R.M.; Hurtado C.V.; Garcia M.F.; Alvarez D.; Guerrero F.; Vasquez A.; Kutimets M.; Tamme K.; Maddison L.; Anvelt E.; Dlamini-Sserumaga L.; Lofqvist C.; Lusenius V.; Kauppi O.; Sakki J.-K.; Tervo-Heikkinen T.; Kesti U.; Merilainen M.; Karjula E.; Peltomaa M.; Palmu A.; Ahtiala M.; Valta M.A.; Mentec H.; Plantefeve G.; Besch G.; Pili-Floury S.; Ledochowski S.; Deserts M.D.; Giacardi C.; Daubin C.; Massard A.; Le Guen Y.; Blanc A.; Mandaroux S.; Gunther S.C.; Avogadro P.; Radavidson A.; Turc J.; Jochmans S.; Quintard H.; Boyer L.; Bruel C.; Philippart F.; Montravers P.; Atchade E.; Flessel N.; Chinardet B.; Soulisse L.; Pillard C.; Ngo D.; Bongiorno B.; Heitzler N.; Souppart V.; Gautheret N.; Timsit J.-F.; Essardy F.; Fartoukh M.; Mehay D.; Etourneau F.; Farkas J.-C.; Beuret P.; Preda G.; De Montmollin E.; Castelain V.; Jaschinski U.; Rothenfusser M.; Kindgen-Milles D.; Dimski T.; Fiedler C.; Heinicke T.; Meybohm P.; Schulze T.; Bota M.; Pelz S.; Odenthal T.; Christ M.; Bloos F.; Bosl K.; Chovas A.; Stehr S.; Simon P.; Grotheer S.; Schuppel S.; Schaller S.; Albrecht L.; Stubner A.; Graeser S.; Kolbe N.; Lausch M.; Diers A.; Guenther U.; Riessen R.; Roller M.; Osei I.P.; Kusi-Appiah A.-C.; Yakubu Y.H.; Guadi-Gosh B.; Dragoumanis C.; Christofis C.; Kazakos N.; Bastani S.; Martinos C.; Bekos V.; Papanikolaou M.; Papavasilopoulou T.; Efthymiou A.; Chantziara V.; Kyriakoudi A.; Kakaras N.; Diakaki C.; Flevari A.; Nikolaou C.; Katerina K.; Avramopoulou L.; Tsikritsaki K.; Gkiokas G.; Pantiora E.; Katsenos C.; Patsiou E.-C.; Alexandropoulou P.; Koutsodimitropoulos I.; Farmakis E.; Nestora K.; Chatzis M.; Kondili E.; Soundoulounaki S.; Mousafiri O.; 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Sheehan C.; Carey A.; Carter C.; Mulvey R.; Finn D.O.C.R.; Motherway C.; Walsh A.; Kehoe J.; Delossantos S.; Lalor J.; O'Nuallain S.; Behan H.; McPherson S.; Corcoran A.; Gordon P.; Rooney G.; Levy D.; Azencot M.; Gurevich V.; Lavy A.; Bendelari V.; Marconi R.; Barone A.; Gatti C.; Giampaoletti A.; Borgognoni C.; Ghioldi D.M.; Raimondo A.; Castiglione G.; Bruno A.V.; Rubulotta G.; Mo A.; Corso A.; Girianni S.; Bruni A.; Garofalo E.; Maggiore S.M.; Di Risio A.; Calamai I.; Spina R.; Spadaro S.; Volta C.A.; Cotoia A.; Mirabella L.; Maulicino L.; Abregal G.; Donvito M.; D'Ambrosio P.; Binda F.; Adamina I.; Galazzi A.; Negro A.; Vaschetto R.; Capuzzi F.; Boschetto M.; Stivanello L.; Bonaccorso L.; Megna C.; Cortegiani A.; Iozzo P.; Rizzo A.; Scire G.; Taibi M.R.; Tranello F.P.; Manzo A.; Traina L.; Pastore B.; Quaini A.; Giusti G.D.; Montaldi G.; Piergentili F.; Mancini F.; Casaioli S.; Uccelli F.; Guarracino F.; Onelli A.; Di Gravio V.; Cossu M.; Matrona O.; Rocco M.; Alampi D.; Dellafiore F.; Ranalli F.; Bossolasco M.; Brizio E.; Migliorino P.; Cortellazi P.; Rosati M.; D'Ambrosio F.; Quagliotto C.; Roman-Pognuz E.; Peratoner A.; De Rosa S.; Martin M.A.; De Sanctis F.; Ciorba P.; Fletcher K.; Toppin P.; Harding-Goldson H.; Taito S.; Shime N.; Yamamoto R.; Kanda F.; Hirao A.; Egi M.; Noguchi A.; Hashimoto S.; Aya U.; Sakuramoto H.; Ohuchi A.; Kataoka J.; Maruyama K.; Nakayama I.; Nishime Y.; Fujimoto K.; Takahashi K.; Tsujimoto M.; Shimizu M.; Waweru-Siika W.; Tole E.; Correia M.C.; Kim J.H.; Park S.; Kim K.C.; Baek J.; Bae J.-M.; Park S.Y.; Park T.S.; Lee H.B.; Park S.Y.; Park J.; Yeon-Joo L.; Young-Jae C.; Lee S.-M.; Jeon K.; Kim S.C.; Lee J.; Chee H.K.; Huh J.W.; Sim Y.S.; Kim J.; Chang Y.; Ahn J.-J.; Kang B.J.; Lee W.-Y.; Lee S.J.; Hadri B.; Baftiu N.; Krastins I.; Dolgusevs M.; Abillama F.F.; Stiban S.; Feghaly M.E.; Gharios E.; Merheb M.; Benlamin M.; Khaled A.; Belkhair W.A.; Tabib M.; Ashour F.; Elhadi A.; Tababa O.W.E.; Khaled T.; Alkhumsi S.I.R.; Alshrif A.I.; Aboufray A.A.; Alabuzidi A.; Triki A.R.; Elgammudi M.; Zahra H.B.; Soula E.; Al-Alawi M.M.S.; Ahmed H.; Ghula M.A.A.; Vosylius S.; Mouton L.; Rastegar T.; Sertznig C.; Martin G.; Thix C.; Theisen C.; Ferretti C.; Gils F.; Gallion M.; Zainudin A.; Bahrin L.K.K.; Deva S.R.; Rahim A.H.A.; Wahab S.; Mazlan M.Z.; Hassan W.N.W.; Ismail W.N.W.; Ali M.N.; Khoo T.M.; Samat N.M.; Tong J.M.G.; Adib N.A.N.; Nor M.B.M.; Ratnam S.; Ismail N.; Ratnam S.; Sulaiman S.R.; Foong K.W.; Alias A.; Hua N.P.; Maiyalagan S.; Maiyalagan S.; Zermeno J.M.; Blanco D.; Duran K.; Nava C.L.L.; Nandyelly S.J.R.; Sanchez-Hurtado L.A.; Tejeda-Huezo B.; Del Moral Armengol M.; Nava L.P.A.; Herrera J.G.; de Anda G.F.V.; Gallegos-Perez H.; Hernandez-Sanchez N.; Hernandez-Ponce L.; Gorordo-Delsol L.; Hernandez-Romero M.; Gomez S.; Molinar F.; Namendys-Silva S.A.; Romero-Gonzalez J.P.; Gonzalez D.; Landaverde A.; Sosa M.A.; Navarro B.; de Molina Serrano J.I.R.; Iburrigarro S.R.; Ibarra A.; Aguirre J.; Martinez-Gonzalez M.; Padilla N.R.C.; Pineda A.A.V.; 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A scoping review of health-related stigma outcomes for high-burden diseases in low- and middle-income countries
Large expert-curated database for benchmarking document similarity detection in biomedical literature search
Large expert-curated database for benchmarking document similarity detection in biomedical literature search
Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical science. © The Author(s) 2019. Published by Oxford University Press