100 research outputs found

    Minería de datos aplicada a un sistema de alarma para la detección del riesgo académico en un colegio secundario

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    En este trabajo se desarrolló un sistema de alarma para la detección del riesgo académico basado en un modelo predictivo de minería de datos. Para ello, fue necesaria la recolección de datos, la tabulación de los mismos, la aplicación de la minería de datos para obtener un modelo predictivo que logre identificar situaciones de riesgo escolar y los posibles factores influyentes en el rendimiento académico. Luego se diseñó el prototipo del sistema de alarma para incorporar dicho modelo. Se utilizó la metodología de minería de datos denominada CRISP-DM. La implementación de este sistema permite obtener información del estado escolar de los alumnos a los actores educativos como ser: preceptores y cuerpo directivo, y mediante ellos, también a los padres y/o tutores de los mismos. El sistema de alarma basado en la minería de datos anticipa la situación académica de los alumnos en relación al bajo rendimiento escolar evitando de esta manera la interrupción de su trayectoria académica.Fil: Janet, Rodriguez Estefania. Universidad Católica de Salta. Facultad de Ingeniería; Argentina.Fil: Cardoso, Carolina A.. Universidad Católica de Salta. Facultad de Ingeniería; Argentina

    Mezcla de concreto con agregado grueso reciclado usando cemento portland tipo HS para cimentaciones, distrito La Molina, año 2019

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    Uno de los principales problemas en el Perú son los deshechos producidos por la industria de la construcción, los cuales muchas veces terminan en las calles o en botaderos informales creando un gran impacto visual y paisajístico además de contaminar el medio ambiente. La tesis: Mezcla de concreto con agregado grueso reciclado usando cemento Portland tipo HS para cimentaciones, distrito La Molina, año-2019, con metodología de la investigación tipo explicativa, diseño de investigación de tipo longitudinal prospectiva y un enfoque cuantitativo, tuvo como objetivo general determinar una mezcla de concreto con agregado grueso reciclado utilizando cemento portland Tipo HS para optimizar las propiedades del concreto reciclado para cimentaciones en el distrito de La Molina, año-2019. Los resultados de la resistencia a la compresión para todas las edades y todos los porcentajes tienen un resultado mayor a 280 kg/cm2, sin embargo, dichos resultados van en disminución a medida que aumenta el porcentaje de agregado grueso reciclado presente en la mezcla de concreto. Lo cual nos indica que la presencia de agregado reciclado afecta desfavorablemente la resistencia a la compresión del concreto. Del mismo modo sucede para la resistencia a tracción y flexión. Además, al utilizar un 25% de agregado grueso reciclado en el diseño de la mezcla, se obtuvieron resultados similares a la de un concreto convencional, lo cual nos indica que, para porcentajes bajos de sustitución de agregado reciclado, el concreto no se ve afectado considerablemente en su resistencia.Submitted by Hidalgo Alvarez Jofre ([email protected]) on 2020-02-07T17:59:10Z No. of bitstreams: 1 IND-T030_48205582_T ESPINOZA RODRIGUEZ DIEGO.pdf: 3728671 bytes, checksum: 1b1ccf40d616f262c807707547b86922 (MD5)Made available in DSpace on 2020-02-07T17:59:10Z (GMT). No. of bitstreams: 1 IND-T030_48205582_T ESPINOZA RODRIGUEZ DIEGO.pdf: 3728671 bytes, checksum: 1b1ccf40d616f262c807707547b86922 (MD5) Previous issue date: 2019Tesi

    TaxaGloss - A Glossary and Translation Tool for Biodiversity Studies

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    abstract: Background Correctly identifying organisms is key to most biological research, and is especially critical in areas of biodiversity and conservation. Yet it remains one of the greatest challenges when studying all but the few well-established model systems. The challenge is in part due to the fact that most species have yet to be described, vanishing taxonomic expertise and the relative inaccessibility of taxonomic information. Furthermore, identification keys and other taxonomic resources are based on complex, taxon-specific vocabularies used to describe important morphological characters. Using these resources is made difficult by the fact that taxonomic documentation of the world's biodiversity is an international endeavour, and keys and field guides are not always available in the practitioner's native language. New information To address this challenge, we have developed a publicly available on-line illustrated multilingual glossary and translation tool for technical taxonomic terms using the Symbiota Software Project biodiversity platform. Illustrations, photographs and translations have been sourced from the global community of taxonomists working with marine invertebrates and seaweeds. These can be used as single-language illustrated glossaries or to make customized translation tables. The glossary has been launched with terms and illustrations of seaweeds, tunicates, sponges, hydrozoans, sea anemones, and nemerteans, and already includes translations into seven languages for some groups. Additional translations and development of terms for more taxa are underway, but the ultimate utility of this tool depends on active participation of the international taxonomic community.The final version of this article, as published in Biodiversity Data Journal, can be viewed online at: https://bdj.pensoft.net/articles.php?id=1073

    Clonal chromosomal mosaicism and loss of chromosome Y in men are risk factors for SARS-CoV-2 vulnerability in the elderly

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    * SCOURGE Cohort Group Javier Abellan15,16; René Acosta-Isaac17; Jose María Aguado18,19,20,21; Carlos Aguilar22; Sergio Aguilera-Albesa23,24; Abdolah Ahmadi Sabbagh25; Jorge Alba26; Sergiu Albu27,28,29; Karla A.M. Alcalá-Gallardo30; Julia Alcoba-Florez31; Sergio Alcolea Batres32; Holmes Rafael AlgarinLara33,34; Virginia Almadana35; Kelliane A. Medeiros36,37; Julia Almeida38,39; Berta Almoguera40,3; María R. Alonso41; Nuria Alvarez41; Rodolfo Alvarez-Sala Walther32; Yady Álvarez-Benítez33,34; Felipe Álvarez-Navia42,43; Katiusse A. dos Santos44; Álvaro Andreu-Bernabeu45,20; Maria Rosa Antonijoan46; Eleno Martínez-Aquino47; Eunate Arana-Arri48,49; Carlos Aranda50,51; Celso Arango45,52,20; Carolina Araque53,54; Nathalia K. Araujo55; Ana C. Arcanjo56,57,58; Ana Arnaiz59,60; Francisco Arnalich Fernández61; María J. Arranz62; José Ramon Arribas Lopez61; Maria-Jesus Artiga63; Yubelly Avello-Malaver64; Carmen Ayuso40,3; Belén Ballina Martín25; Raúl C. BaptistaRosas65,66,67; Ana María Baldion64; Andrea Barranco-Díaz34; María Barreda- Sánchez68,69; Viviana Barrera-Penagos64; Moncef Belhassen-Garcia70,43; David Bernal-Bello71; Enrique Bernal68; Joao F. Bezerra72; Marcos A.C. Bezerra73; Natalia Blanca-López74; Rafael Blancas75; Lucía Boix-Palop76; Alberto Borobia77; Elsa Bravo78; María Brion79,80; Óscar Brochado-Kith81; Ramón Brugada82,83,80,84; Matilde Bustos85; Alfonso Cabello86; Alejandro Cáceres4,5; Juan J. Caceres-Agra87; Esther Calbo76; Enrique J. Calderón88,6,89; Shirley Camacho90; Francisco C. Ceballos81; Yolanda Cañadas51; Cristina Carbonell42,43; Servando Cardona-Huerta91; Maria Sanchez Carpintero50,51; Carlos Carpio Segura32; José Antonio Carrillo-Avila92; Marcela C. Campos56; Carlos Casasnovas93,94,3; Luis Castano48,95,3,96,97; Carlos F. Castaño50,51; Jose E. Castelao98; Aranzazu Castellano Candalija99; María A. Castillo90; Walter G. ChavesSantiago100,54; Sylena Chiquillo-Gómez33,34; Marco A. Cid-Lopez30; Oscar CienfuegosJimenez91; Rosa Conde-Vicente101; Gabriela C.R. Cunha102; M. Lourdes Cordero-Lorenzana103; Dolores Corella104,105; Almudena Corrales106,107; Jose L. Cortes-Sanchez91,108; Marta Corton40,3; Karla S.C. Souza109; Fabiola T.C. Silva56; Raquel Cruz8,3,9,10; Luisa Cuesta110; Nathali A.C. Tavares111; Maria C.C. Carvalho112; David Dalmau62,76; Raquel C.S. Dantas-Komatsu113; M. Teresa Darnaude114; Raimundo de Andrés115; Carmen de Juan116; Juan De la Cruz Troca117,118,6; Carmen de la Horra89; Ana B. de la Hoz48; Alba De Martino-Rodríguez119,120; Marina S. Cruz121; Julianna Lys de Sousa Alves Neri122; Victor del Campo-Pérez123; Juan Delgado-Cuesta124; Aranzazu Diaz de Bustamante114; Anderson Díaz-Pérez34; Beatriz Dietl76; Silvia Diz-de Almeida3,10; Manoella do Monte Alves125,126; Elena Domínguez-Garrido127; Lidia S. Rosa128; Andre D. Luchessi129; Jose Echave-Sustaeta130; Rocío Eiros131; César O. EncisoOlivera53,54; Gabriela Escudero132; Pedro Pablo España133; Gladys Mercedes Estigarribia Sanabria134; María Carmen Fariñas59,60,135; Ramón Fernández59,136; Lidia FernandezCaballero40,3; Ana Fernández-Cruz137; Silvia Fernández Ferrero25; Yolanda Fernández Martínez25; María J. Fernandez-Nestosa138; Uxía Fernández-Robelo139; Amanda FernándezRodríguez81; Marta Fernández-Sampedro59,135,60; Ruth Fernández40,3; Tania Fernández-Villa140; Carmen Fernéndez Capitán99; Antonio Augusto F. Carioca141; Patricia Flores-Pérez142; Lácides Fuenmayor-Hernández34; Marta Fuertes Núñez25; Victoria Fumadó143; Ignacio Gadea144; Lidia Gagliardi50,51; Manuela Gago-Domínguez13,9; Natalia Gallego11; Cristina Galoppo145; Ana García-Soidán146; Carlos Garcia Cerrada15,16; Aitor García-de-Vicuña48,95; Josefina GarciaGarcía68; Irene García-García77; Carmen García-Ibarbia59,135,60; Andrés C. García-Montero147; Leticia García50,51; Mercedes García50,51; María Carmen García Torrejón148,16; Inés García40,3; Elisa García-Vázquez68; Emiliano Garza-Frias91; Angela Gentile145; Belén Gil-Fournier149; Jéssica N.G. de Araújo150; Mario Gómez-Duque100,54; Javier Gómez-Arrue119,120; Luis Gómez Carrera32; María Gómez García151; Ángela Gómez Sacristán152; Juan R. González4,5,6,14; Anna González-Neira41; Beatriz González Álvarez119,120; Fernan Gonzalez Bernaldo de Quirós153; Rafaela González-Montelongo154; Javier González-Peñas45,20,52; Manuel Gonzalez-Sagrado101; Hugo Gonzalo Benito155; Oscar Gorgojo-Galindo156; Miguel Górgolas86; Florencia Guaragna145; Jessica G. Chaux54; Encarna Guillen-Navarro68,157,158,159; Beatriz Guillen-Guio106; Pablo Guisado-Vasco130; Luz D. Gutierrez-Castañeda160,54; Juan F. Gutiérrez-Bautista161; Sara HeiliFrades162; Rafael H. Jacomo163; Estefania Hernandez164; Cristina Hernández Moro25; Luis D. Hernandez-Ortega165,166; Guillermo Hernández-Pérez42; Rebeca Hernández-Vaquero167; Belen Herraez41; M. Teresa Herranz68; María Herrera50,51; María José Herrero168,169; Antonio HerreroGonzalez170; Juan P. Horcajada171,172,28,173; Natale Imaz-Ayo48; Maider IntxaustiUrrutibeaskoa174; Antonio Íñigo-Campos154; María Íñiguez175; Rubén Jara68; Ángel Jiménez50,51; Ignacio Jiménez-Alfaro176; Pilar Jiménez161; María A. Jimenez-Sousa81; Iolanda Jordan177,178,6; Rocío Laguna-Goya179,180; Daniel Laorden32; María Lasa-Lazaro179,180; María Claudia Lattig90,181; Ailen Lauriente145; Anabel Liger Borja182; Lucía Llanos183; Amparo López-Bernús42,43; Miguel It is made available under a CC-BY-NC-ND 4.0 International license . (which was not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. medRxiv preprint doi: https://doi.org/10.1101/2020.04.19.20071357; this version posted February 18, 2022. The copyright holder for this preprint López de Heredia3 ; Esther Lopez-Garcia117,118,6,184; Eduardo López Granados185,186,3; Rosario Lopez-Rodriguez40,3; Miguel A. López-Ruz187,188,189; Leonardo Lorente190; José M. LorenzoSalazar154; José E. Lozano191; María Lozano-Espinosa182; Ignacio Mahillo192,193,107; Esther Mancebo179,180; Carmen Mar133; Cristina Marcelo Calvo99; Alba Marcos-Delgado194; Miguel Marcos42,43; Alicia Marín Candon77; Pablo Mariscal Aguilar32; Laura Martin-Pedraza74; Marta Martin-Fernandez195; Caridad Martín-López182; José-Ángel Martín-Oterino42,43; María Dolores Martín196; Vicente Martín194,6; María M. Martín197; María Martín-Vicente81; Amalia Martinez198; Óscar Martínez-González75; Ricardo Martínez164; Pedro Martinez-Paz155; Covadonga M. DiazCaneja45,52,20; Oscar Martinez-Nieto64,181; Iciar Martinez-Lopez199,200; Michel F. MartinezResendez91; Silvia Martínez59,135; Juan José Martinez94,3; Angel Martinez-Perez201; Andrea Martínez-Ramas40,3; Violeta Martínez Robles25; Laura Marzal40,3; Juliana F. Mazzeu202,203,204; Francisco J. Medrano88,6,89; Xose M. Meijome205,206; Natalia Mejuto-Montero207; Ingrid Mendes3 ; Alice L. Duarte109; Ana Méndez-Echevarria208; Humberto Mendoza Charris78,34; Eleuterio Merayo Macías209; Fátima Mercadillo210; Arieh R. Mercado-Sesma165,166; Pablo Minguez40,3; Elena Molina-Roldán211; Antonio J J. Molina194; Juan José Montoya164; Susana M.T. Pinho36,212,213; Patricia Moreira-Escriche116; Xenia Morelos-Arnedo78,34; Rocío Moreno3 ; Victor Moreno Cuerda15,16; Antonio Moreno-Docón68; Junior Moreno-Escalante34; Alberto Moreno Fernández99; Patricia Muñoz García214,107,20; Pablo Neira145; Julian Nevado3,11,12; Israel NietoGañán146; Vivian N. Silbiger129; Rocio Nuñez- Torres41; Antònia Obrador-Hevia215,216; J. Gonzalo Ocejo-Vinyals59,135; Virginia Olivar145; Silviene F. Oliveira56,217,204,218; Lorena Ondo40,3; Alberto Orfao38,39; Eva Ortega-Paino63; Luis Ortega219; Rocio Ortiz-Lopez91; Fernando Ortiz-Flores59,135; José A. Oteo26,175; Manuel Pacheco164; Fredy Javier Pacheco-Miranda34; Irene Padilla Conejo25; Sonia Panadero-Fajardo92; Mara Parellada45,52,20; Roberto Pariente-Rodríguez146; Vicente Friaza6,89; Estela Paz-Artal179,180,220; Germán Peces-Barba221,107; Miguel S. Pedromingo Kus222; Celia Perales144; Ney P.C. Santos223; Genilson P. Guegel224; Perez Maria Jazmin145; Alexandra Perez82,80; Patricia Pérez-Matute175; César Pérez225; Gustavo Perez-de-Nanclares48,95; Felipe Pérez-García226,227; Patricia Perez228; Luis A. Pérez-Jurado1,2,3; M. Elena Pérez-Tomás68; Teresa Perucho229; Lisbeth A. Pichardo25; Adriana P. Ribeiro36,37,213; Mel·lina Pinsach-Abuin82,80; Luz Adriana Pinzón100,54; Jeane F.P. Medeiros230; Guillermo Pita41; Francesc Pla-Junca231,3; Laura Planas-Serra94,3; Ericka N. Pompa-Mera232; Gloria L. Porras-Hurtado164; Aurora Pujol94,3,233; María Eugenia Quevedo Chávez33,34; Maria Angeles Quijada46,234; Inés Quintela8 ; Soraya Ramiro León149; Pedro Rascado Sedes235; Joana F.R. Nunes56; Delia Recalde119,120; Emma Recio-Fernández175; Salvador Resino81; Renata R. Sousa213,236; Carlos S. RivadeneiraChamorro54; Diana Roa-Agudelo64; Montserrat Robelo Pardo235; Marianne R. Fernandes223,237; María A. Rodriguez-Hernandez85; Agustí Rodriguez-Palmero238,94; Emilio Rodríguez-Ruiz235,9; Marilyn Johanna Rodriguez54; Fernando Rodriguez-Artalejo117,118,6,184; Marena RodríguezFerrer34; Carlos Rodriguez-Gallego239,240; José A. Rodriguez-Garcia25; Belén Rodríguez Maya15; Antonio Rodriguez-Nicolas161; German Ezequiel Rodriguez Novoa145; Paula A. RodriguezUrrego64; Federico Rojo241,242; Andrea Romero-Coronado34; Rubén Morilla89,243; Filomeno Rondón García25; Antonio Rosales-Castillo244; Cladelis Rubio245; María Rubio Olivera50,51; Francisco Ruiz-Cabello161,188,246; Eva Ruiz-Casares229; Juan J. Ruiz-Cubillan59,135; Javier RuizHornillos247,51,248; Montserrat Ruiz94,3; Pablo Ryan249,250,251; Hector D. Salamanca53,54; Lorena Salazar-García90; Giorgina Gabriela Salgueiro Origlia 99; Anna Sangil76; Olga SánchezPernaute252; Pedro-Luis Sánchez131,43; Antonio J. Sánchez López253; Clara Sánchez-Pablo131; María Concepción Sánchez Prados32; Javier Sánchez Real25; Jorge Sánchez Redondo15,254; Cristina Sancho- Sainz174; Esther Sande255; Arnoldo Santos225; Agatha Schlüter94,3; Sonia Segovia231,256,257; Alex Serra-Llovich62; Fernando Sevil Puras22; Marta Sevilla Porras3,11; Miguel A. Sicolo258,259; Cristina Silván Fuentes3 ; Vitor M.S. Moraes260; Vanessa S. Souza102; Jordi SoléViolán261,107; José Manuel Soria201; Jose V. Sorlí104,105; Nayara S. Silva262; Juan Carlos Souto17; John J. Sprockel100,54; José Javier Suárez-Rama8 ; David A. Suarez-Zamora64; Xiana TaboadaFraga207; Eduardo Tamayo263,156; Alvaro Tamayo-Velasco264; Juan Carlos TaracidoFernandez170; Romero H.T. Vasconcelos111; Carlos Tellería119,120; Thássia M.T. Carratto260; Jair Antonio Tenorio Castaño3,11,12; Alejandro Teper145; Izabel M.T. Araujo109; Juan Torres-Macho265; Lilian Torres-Tobar266; Ronald P. Torres Gutiérrez222; Jesús Troya249; Miguel Urioste210; Juan Valencia-Ramos267; Agustín Valido35,268; Juan Pablo Vargas Gallo269,270; Belén Varón271; Tomas Vega272; Santiago Velasco-Quirce273; Valentina Vélez-Santamaría93,94; Virginia Víctor50,51; Julia Vidán Estévez25; Gabriela V. Silva109; Miriam Vieitez-Santiago59,135; Carlos Vilches274; Lavinia Villalobos25; Felipe Villar221; Judit Villar-Garcia275,276,277; Cristina Villaverde3,40; Pablo VillosladaBlanco175; Ana Virseda-Berdices81; Tatiana X. Costa278; Zuleima Yáñez34; Antonio Zapatero Gaviria279; Ruth Zarate280; Sandra Zazo241; Carlos Flores106,107,154; José A. Riancho59,60,135; Augusto Rojas-Martinez281; Pablo Lapunzina3,11,12; Ángel Carracedo3,8,9,10,13The ongoing pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2, COVID-19) has an estimated overall case fatality ratio of 1.38% (pre-vaccination), being 53% higher in males and increasing exponentially with age. Among 9578 individuals diagnosed with COVID-19 in the SCOURGE study, we found 133 cases (1.42%) with detectable clonal mosaicism for chromosome events (CME) and 226 males (5.08%) with acquired loss of chromosome Y (LOY). Individuals with clonal mosaic events (CME and/or LOY) showed a 54% increase in the risk of COVID-19 lethality. LOY is associated with transcriptomic biomarkers of immune dysfunction, pro-coagulation activity and cardiovascular risk. Interferon-induced genes involved in the initial immune response to SARS-CoV-2 are also down-regulated in LOY. Thus, CME and LOY underlie at least part of the sex-biased severity and mortality of COVID-19 in aging patients. Given its potential therapeutic and prognostic relevance, evaluation of clonal mosaicism should be implemented as biomarker of COVID-19 severity in elderly people.The authors acknowledge support from the Catalan Department of Economy and Knowledge (SGR2017/1974, SGR2017/801) and the Spanish Ministry of Science “Programa de Excelencia María de Maeztu” (MDM-2014-0370) and “Centro de Excelencia Severo Ochoa” (CEX2018-000806-S), the Fondo Europeo de Desarrollo Regional, UE (RTI2018-100789-B-I00) and the Estonian Research Council (PUT1660). Authors also receive support from the Generalitat de Catalunya through the CERCA Program.N

    Métricas de autor Ivan Cabeza Rojas

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    Informe de las métricas de autor del Ing. Ivan Cabeza Rojas de las publicaciones indexadas en Google Académico cuyo objetivo es entregar un insumo para el fortalecimiento de las capacidades y potencialidades de los autores de la Universidad Santo Tomás en el posicionamiento y visibilidad de sus publicaciones.Report of the author metrics Ivan Cabeza Rojas of the publications indexed in Google Scholar whose objective is to provide an input for the strengthening of the capacities and potentialities of the authors of the Santo Tomás University in the positioning and visibility of their publications.http://unidadinvestigacion.usta.edu.c

    Métricas de autor Teresita De Lourdes Bernal Romero

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    Informe de las métricas de autor de la Dra Teresita De Lourdes Bernal Romero de las publicaciones indexadas en Google Académico cuyo objetivo es entregar un insumo para el fortalecimiento de las capacidades y potencialidades de los autores de la Universidad Santo Tomás en el posicionamiento y visibilidad de sus publicacionesReport of the author metrics of Teresita De Lourdes Bernal Romero of the publications indexed in Google Scholar whose objective is to provide an input for the strengthening of the capacities and potentialities of the authors of the Santo Tomás University in the positioning and visibility of their publications.http://unidadinvestigacion.usta.edu.c

    Weaning from mechanical ventilation in intensive care units across 50 countries (WEAN SAFE): a multicentre, prospective, observational cohort study

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    Background: Current management practices and outcomes in weaning from invasive mechanical ventilation are poorly understood. We aimed to describe the epidemiology, management, timings, risk for failure, and outcomes of weaning in patients requiring at least 2 days of invasive mechanical ventilation. Methods: WEAN SAFE was an international, multicentre, prospective, observational cohort study done in 481 intensive care units in 50 countries. Eligible participants were older than 16 years, admitted to a participating intensive care unit, and receiving mechanical ventilation for 2 calendar days or longer. We defined weaning initiation as the first attempt to separate a patient from the ventilator, successful weaning as no reintubation or death within 7 days of extubation, and weaning eligibility criteria based on positive end-expiratory pressure, fractional concentration of oxygen in inspired air, and vasopressors. The primary outcome was the proportion of patients successfully weaned at 90 days. Key secondary outcomes included weaning duration, timing of weaning events, factors associated with weaning delay and weaning failure, and hospital outcomes. This study is registered with ClinicalTrials.gov, NCT03255109. Findings: Between Oct 4, 2017, and June 25, 2018, 10 232 patients were screened for eligibility, of whom 5869 were enrolled. 4523 (77·1%) patients underwent at least one separation attempt and 3817 (65·0%) patients were successfully weaned from ventilation at day 90. 237 (4·0%) patients were transferred before any separation attempt, 153 (2·6%) were transferred after at least one separation attempt and not successfully weaned, and 1662 (28·3%) died while invasively ventilated. The median time from fulfilling weaning eligibility criteria to first separation attempt was 1 day (IQR 0-4), and 1013 (22·4%) patients had a delay in initiating first separation of 5 or more days. Of the 4523 (77·1%) patients with separation attempts, 2927 (64·7%) had a short wean (≤1 day), 457 (10·1%) had intermediate weaning (2-6 days), 433 (9·6%) required prolonged weaning (≥7 days), and 706 (15·6%) had weaning failure. Higher sedation scores were independently associated with delayed initiation of weaning. Delayed initiation of weaning and higher sedation scores were independently associated with weaning failure. 1742 (31·8%) of 5479 patients died in the intensive care unit and 2095 (38·3%) of 5465 patients died in hospital. Interpretation: In critically ill patients receiving at least 2 days of invasive mechanical ventilation, only 65% were weaned at 90 days. A better understanding of factors that delay the weaning process, such as delays in weaning initiation or excessive sedation levels, might improve weaning success rates. Funding: European Society of Intensive Care Medicine, European Respiratory Society

    Early versus Delayed Switching from Controlled to Assisted Ventilation: A Target Trial Emulation

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    Rationale: In critically ill patients receiving invasive mechanical ventilation, switching from controlled to assisted ventilation is a crucial milestone toward ventilator liberation. The optimal timing for switching to assisted ventilation has not been studied. Objectives: Our objective was to determine whether a strategy of early compared with delayed switching affects the duration of invasive mechanical ventilation, ICU length of stay, and mortality. Methods: We conducted a target trial emulation using the prospective, global WEAN SAFE (the WorldwidE AssessmeNt of Separation of pAtients From ventilatory assistancE) dataset. Patients were eligible for switching if they were still on controlled mechanical ventilation, were not receiving neuromuscular blockers, and had PaO2:FIO2 ratios .150 mm Hg. We compared an “early switching” strategy (switch within 1 day after reaching switching eligibility criteria) with a “delayed switching” strategy (switch 1 or more days after reaching the switching eligibility criteria). The primary outcome was the 28-day cumulative incidence of successful extubation. Secondary outcomes included 28-day and 90-day ICU discharge and ICU mortality. Measurements and Main Results: A total of 1,489 patients met the switching eligibility criteria. The early-switch group had, on average, 4 additional days of being successfully extubated over the 28-day period (95% confidence interval [CI], 3–6 days; P, 0.001) compared with the delayed group, with a higher difference in cumulative incidence of successful extubation at Day 28 (7% [95% CI, 0–13%]; P = 0.04). Early switching was associated with an 11% higher cumulative incidence of ICU discharge at Day 28 (95% CI, 7–18%; P, 0.001) and an average of 7 additional days discharged from the ICU over the 90-day period (95% CI, 4–12 days; P, 0.001) compared with delayed switching. ICU mortality rates did not differ between the strategies. Conclusions: Early switching from controlled to assisted ventilation is associated with shorter duration of invasive mechanical ventilation and ICU stay compared with delayed switching

    Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries.

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    Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries

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    Background: Healthcare cannot achieve net-zero carbon without addressing operating theatres. The aim of this study was to prioritize feasible interventions to reduce the environmental impact of operating theatres. Methods: This study adopted a four-phase Delphi consensus co-prioritization methodology. In phase 1, a systematic review of published interventions and global consultation of perioperative healthcare professionals were used to longlist interventions. In phase 2, iterative thematic analysis consolidated comparable interventions into a shortlist. In phase 3, the shortlist was co-prioritized based on patient and clinician views on acceptability, feasibility, and safety. In phase 4, ranked lists of interventions were presented by their relevance to high-income countries and low-middle-income countries. Results: In phase 1, 43 interventions were identified, which had low uptake in practice according to 3042 professionals globally. In phase 2, a shortlist of 15 intervention domains was generated. In phase 3, interventions were deemed acceptable for more than 90 per cent of patients except for reducing general anaesthesia (84 per cent) and re-sterilization of 'single-use' consumables (86 per cent). In phase 4, the top three shortlisted interventions for high-income countries were: introducing recycling; reducing use of anaesthetic gases; and appropriate clinical waste processing. In phase 4, the top three shortlisted interventions for low-middle-income countries were: introducing reusable surgical devices; reducing use of consumables; and reducing the use of general anaesthesia. Conclusion: This is a step toward environmentally sustainable operating environments with actionable interventions applicable to both high- and low-middle-income countries
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