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Record W2888458270 · doi:10.1016/s0140-6736(18)31858-0

Ticagrelor plus aspirin for 1 month, followed by ticagrelor monotherapy for 23 months vs aspirin plus clopidogrel or ticagrelor for 12 months, followed by aspirin monotherapy for 12 months after implantation of a drug-eluting stent: a multicentre, open-label, randomised superiority trial

2018· article· en· W2888458270 on OpenAlexafffund
Pascal Vranckx, Marco Valgimigli, Peter Jüni, Christian W. Hamm, Philippe Gabríel Steg, Dik Heg, Gerrit Anne van Es, Eugène McFadden, Yoshinobu Onuma, Cokky van Meijeren, Ply Chichareon, Edouard Benit, Helge Möllmann, Luc Janssens, Maurizio Ferrario, Aris Moschovitis, Aleksander Żurakowski, Marcello Dominici, Robert‐Jan van Geuns, Kurt Huber, Ton Slagboom, Patrick W. Serruys, Stephan Windecker, Mohamed Abdellaoui, David Adlam, İbrahim Akın, Agustín Albarrán González-Trevilla, Manuel Almeida, Pedro A. Lemos, Adel Aminian, Richard Anderson, Rick Andreae, Michaël Angioı̈, Taku Asano, Emanuele Barbato, Peter Barlis, Pascal Barraud, Olivier F. Bertrand, Farzin Beygui, Leonardo Bolognese, Roberto Botelho, Coby Bouwman, Marco Bressers, Philippe Brunel, Paweł Buszman, Ian Buysschaert, Pedro Canas da Silva, Didier Carrié, Ángel Cequier, Chun Chin Chang, Saqib Chowdhary, Carlos Collet, Antonio Colombo, James Cotton, Rui Cruz Ferreira, Salvatore Curello, Nick Curzen, Judith de Bot, Tone de Vreede, Georg Delle Karth, Lynn Dijksma, István Édes, Éric Eeckhout, Ingo Eitel, József Faluközy, Farzin Fath‐Ordoubadi, Géza Fontos, José Francisco Díaz Fernández, Edgard Freitas Quintella, Bernhard Frey, Guy Friedrich, Gavin Galasko, G. Gałuszka, Vasco Gama Ribeiro, Scot Garg, Giuseppe Gargiulo, Tobias Geisler, Валери Гелев, Art Ghandilyan, Javier Goicolea, Tommaso Gori, Felice Gragnano, Ana Guimarães, Michael Haude, Pieter Heijke, Rosa Ana Hernández Antolín, David Hildick‐Smith, Dorien Hillen, Ina Hoekman, Sjoerd H. Hofma, Lene Holmvang, Stephen P. Hoole, Iván Horváth, Annemarie Hugense, Karim Ibrahim, Andrés Íñiguez, Karl Isaaz, Zoltán Jambrik, Pawel Jasionowicz, Judith Jonk, Werner Jung, Yuki Katagiri, Norihiro Kogame, Tian Hai Koh, René Köning, Mariana Konteva, Zsolt Kőszegi, Florian Krackhardt, Yvonne Kreuger, Neville Kukreja, Boudijn Ladan, Pierre Lantelme, Sergio Martins Leandro, Gregor Leibundgut, Christoph Liebetrau, Wietze Lindeboom, Carlos Macaya Miguel, François Mach, Michael Magro, Luc Maillard, Negar Manavifar, Laura Mauri, Béla Merkely, Yosuke Miyazaki, Adam Młodziankowski, Tiziano Moccetti, Rodrigo Modolo, Helge Möllman, Jean‐François Morelle, Michael Munndt Ottesen, Martin Muurling, Christoph Naber, Franz‐Josef Neumann, Keith G. Oldroyd, Paul Jau Lueng Ong, Sanne Palsrok, Ivo Petrov, Sylvain Planté, Janusz Prokopczuk, Tessa Rademaker‐Havinga, C. Raffel, Benno Rensing, Marco Roffi, Kees‐Jan Royaards, Manel Sabaté, Volker Schächinger, Tim Seidler, Antonio Serra Peñaranda, Lali Sikarulidze, Osama Soliman, Amanda Sousa, Ernest Spitzer, Rod Stables, Clemens Steinwender, Eduardas Subkovas, Harry Suryapranata, Kuniaki Takahashi, Suneel Talwar, Emmanuel Teíger, Addy ter Weele, Eva Teurlings, Attila Thury, Jan G.P. Tijssen, Gincho Tonev, Diana Trendafilova‐Lazarova, Carlo Tumscitz, Victor A. Umans, Imre Ungi, Veselin Valkov, Pim van der Harst, Dobrin Vassilev, Vasil Velchev, Esther Velthuizen, Freek W.A. Verheugt, Natalia Vlcek, Jürgen vom Dahl, Mathias Vrolix, Simon Walsh, Nikos Werner, Maarten Witsenburg, Azfar Zaman, Krzysztof Żmudka, Bernhard Zrenner, Robert Zweiker

Bibliographic record

VenueThe Lancet · 2018
Typearticle
Languageen
FieldMedicine
TopicAntiplatelet Therapy and Cardiovascular Diseases
Canadian institutionsUniversity of TorontoSt. Michael's Hospital
FundersServierAbbott VascularRegeneron PharmaceuticalsDaiichi Sankyo EuropeSanofiUniversity of BernAmarin CorporationBoston Scientific CorporationAmgenPfizerBiosensors International GroupCanada Research ChairsAstraZenecaEli Lilly and CompanyBristol-Myers Squibb
KeywordsTicagrelorMedicineAspirinClopidogrelPercutaneous coronary interventionAcute coronary syndromeCoronary artery diseaseMyocardial infarctionInternal medicineClinical endpointCardiologyRandomized controlled trial

Abstract

fetched live from OpenAlex
No abstract in any covered source. Its absence is recorded, not treated as a negative.

No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0040.004
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0090.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.043
GPT teacher head0.325
Teacher spread0.282 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designRandomized trial
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations785
Published2018
Admission routes2
Has abstractno

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