MétaCan
Menu
Back to cohort
Record W4413330305 · doi:10.1093/eurheartj/ehaf594

Treatment and outcomes of chronic coronary syndromes: the EORP EURECA imaging registry

2025· article· en· W4413330305 on OpenAlexfundno aff
Riccardo Liga, Alessia Gimelli, Tomaž Podlesnikar, Marta Cvijić, Gianluca Pontone, Marcelo Haertel Miglioranza, Andrea Igoren Guaricci, Sara Seitun, Alberto Clemente, А. Н. Сумин, João V. Vítola, Antti Saraste, C Paunonen, Ching‐Hui Sia, Ф. Н. Палеев, Leyla Elif Sade, José Luís Zamorano, N. Maroz-Vadalazhskaya, Mirjana Sredojević, Constantinos Anagnostopoulos, Filipe Macedo, Juhani Knuuti, Thor Edvardsen, Bernard Cosyns, Steffen E. Petersen, Julien Magné, Cécile Laroche, Bogdan A. Popescu, Victoria Delgado, Danilo Neglia, David Adlam, Alida L.P. Caforio, D Capodanno, Ovidiu Chioncel, David Erlinge, L Fauchier, M Gierlotka, M Glikson, Tina Hansen, J Hausleiter, Bernard Iung, M Kayikcioglu, P Ludman, Lars Christian Lund, A P Maggioni, Julien Magné, С.Т. Мацкеплишвили, Julinda Mehilli, V K Nagy, А. О. Недошивин, A. Pasquet, E Prescott, J. W. Roos-Hesselink, Fernando J. Rossello, Sameh Shaheen, Aleksandra Torbica, S. Achenbach, Chiara Bucciarelli‐Ducci, Matteo Cameli, Nuno Cardim, E Donal, Frank A. Flachskampf, Oliver Gaemperli, Maurizio Galderisi, Gracia Habib, Les Shaw, A. Fraser, Rocco Friebel, Pál Maurovitch-Horvat, Mikko Pietilä, S. Richard Underwood, Paul Knaapen, D. Andreini, P Kaufmann, S Plein, P Lancellotti, G Barone Rochette, Jelena Čelutkienė, Henrik Engblom, Senta Graf, Mariann Gyöngyösi, P Maurovich-Horvat, D Muraru, Aly M A Saad, Arthur J. Scholte, CH Sia, Anna Spannbauer, Emilie Han, Christian Müller, A Radziyeuskaya, K Rakhatsevich, M Kauhanka, L Badziukova, E Kolva, O Zhuk, S Hryb, A Zakharevich, A Azzano, Bert Vandeloo, Bram Roosens, Caroline Weytjens, D. Plein, D Schoors, I Lemoine, J-F Argacha, Karen Van den Bussche, L Soens, Stijn Lochy, Steven Droogmans, M Morita, Rodrigo Cerci, E De Paula, P A M Cella, J L d C Vieira, L Birk, R B Guimarães, D H Terra, Marco Alì, Juhani Airaksinen, K Lahtonen, Tuija Vasankari, Julie Hildt, Clémence Charlon, Fabien Hyafil, F Scalbert, Renata Chequer, François Rouzet, Olivier Lairez, A Blanc, D Dang, E Cariou, K Sanchis, J Larroche, M Lemasle, P Pascal, P Revel-Mouroz, S Cazalbou, S Sayir, V Blanchard, V Houard, Y Lavie-Badie, Ignatios Ikonomidis, Κ Katogiannis, A Marsonis, A Manginas, Maria Boutsikou, Ioannis Stylıadis, E Moralidis, S Sotiriou, Vasileios Sachpekidis, Melinda Boussoussou, Ferenc Imre Suhai, Márton Kolossváry, Ádám L. Jermendy, Sarolta Borzsák, Judit Simon, Bálint Szilveszter, Judit Csőre, Borbála Vattay, Milán Vecsey-Nagy, Róbert Sepp, Á Thury, Á Séllei, A Farkas, Bálint Farkas, B Polestyuk, F Tamás Nagy, R Csadi, Stefano Favale, Arnaldo Scardapane, F V Napoli, Mario Erminio Lepera, R Ruggieri, Vito Marangelli, Teresa Immacolata Achille, N Marchionni, Nazario Carrabba, Angela Migliorini, Renato Valenti, N Ceschia, Francesca Ciatti, L Castellan, Matteo Bauckneht, Claudio de Lorenzi, Italo Porto, Pietro Ameri, Gianmario Sambuceti, Fabio Pescetelli, Giancarlo Casolo, Jacopo Del Meglio, Rosa Poddighe, Fausto Rigo, V Spadotto, Antonella Moreo, Alessandra Milazzo, Benedetta De Chiara, F Musca, F Casadei, G Quattrocchi, G M Santambrogio, O E Belli, P Pedrotti, P Sormani, Piera Angelica Merlini, F Spano, J Sun, M Palazzini, Marco Guglielmo, Stefano Scafuri, Gianluigi Condorelli, Alexia Rossi, Fabio Fazzari, Gianfranco Parati, A Giuliano, N Tanese, V Guida, G Branzi, Pasquale Perrone Filardi, Stefania Paolillo, Paola Gargiulo, Immacolata Esposito, S Dell Aversana, Fabio Marsico, Nicola Gaibazzi, Sergio Suma, R De Caterina, Fabio Lattanzi, Doralisa Morrone, Umbertina Conti, Dante Chiappino, M Emdin, Sérgio Berti, A Decaterina, Alberto Giannoni, Andrea Barison, Emilio Pasanisi, Michele Coceani, Valentina Spini, Gaetano Antonio Lanza, V Melita, E Ravenna, Antonio De Vita, Massimo Mancone, Fabio Infusino, G Montefusco, Marco Tocci, Nicolò Salvi, Paolo Giuseppe Pino, L Genuardi, C Manzara, P Celli, Giuseppe D. Sanna, Guido Parodi, F Dossi, Aikaterini Marini, Giulia Elena Mandoli, Francesco Contorni, Giorgio Faganello, Stefano Furlotti, Andréia M. Porcari, Linda Pagura, Michele Zaccari, V Nuzzi, J J Vaskelyte, Rūta Žvirblytė, Emilija Sakavičiūtė, Ruta Virsinskaite, L Balkeviciene, E Dvinelis, Marie Van Hout, J Tangen, K Melberg, M Ribe, Krzysztof S. Gołba, K Goscinska-Bis, A Szyszka, R Dankowski, M Stepien, P Piatek, K Bedkowski, Rogério Teixeira, Carolina Saleiro, J Lopes, J Sousa, A Pais, M Fernandes, André P. Lourenço, F Cardoso, F Ferreira, J Portugues, Ana G. Almeida, A Nunes-Ferreira, Ana Beatriz Boing da Veiga, Charlotte David, Daniel Caldeira, G Cantinho, N Cunha, T Rodrigues, Marina de Jesus Paiva, Carla Sousa, X Resende, M Vasconcelos, Pedro Grilo Diogo, Miguel Martins Carvalho, Lígia Mendes, C Reis, Isabela Ribeiro Melo, J. Patinha, Jones Santos, Mariane Prudente Castro, P Amado, Rui Rodrigues, S Balão, Sebastião Matheus Lourenço Lima, V Madeira, Theodora Benedek, András Mester, Diana Opincariu, Ioana Rodean, Imre Benedek, Mihaela Raţiu, Roxana Hodaş, R Licu, S Rachkova, M Krotova, Olga Gille-Belova, А. Н. Коков, E Gorbunova, О. М. Поликутина, E. V. Korok, A Korotkevich, А. В. Щеглова, Olga Lebedeva, A Basinkevich, Ф. Т. Агеев, D Bubnov, З. Н. Бланкова, M. V. Subotnikov, S Efindeeva, S Gavrushina, T Polanskaya, E Kozlova, E Nuraliev, T Kolmakova, N Shamrina, L Smirnova, E Orlova, A Sonina, A Loginova, L Zhigunova, М. И. Смирнова, A Osokina, E Korobova, E Tsagareishvili, O Svirida, P Dergousov, A Borisov, M Kuznetsova, G Silvestrova, L. E. Kotova, K Gavrilova, Т В Фофанова, R.V. Guchaev, M Vitsenya, Yu. I. Merzlikina, N. S. Zhukova, R Kaziev, V Gazizova, Е. В. Филиппов, K Moseichuk, К. V. Zavadovsky, A Boshchenko, K. V. Kopeva, А. В. Мочула, A. N. Maltseva, Е. В. Гракова, Ana Djordjević Dikić, N Boskovic, Marija Petrović, Vojislav Giga, Srđan Dedić, D Dabovic, Aleksandra Ilić, M Bjelobrk, Milenko Cankovic, M Jarakovic, Igor Tomas, S Bjelic, S Tadic, T Miljkovic, T Popov, R Ching-Chiew Wong, K-K Poh, W K Kong, B Berlot, Monika Štalc, H Maiga, Barbara Salobir, J Ambrozic, M Jovanovic, Miha Mrak, M Skafar, Janez Toplišek, A Ovsenik, M Bervar, M Dolenc, Nejc Pavšič, Barbara Segulin, M Rauber, L Vitez, Borut Jug, P Berden, R Zbacnik, Alberto Bouzas‐Mosquera, Jesús Peteiro, Santiago Aguadé‐Bruix, C Espinet Coll, N Pizzi, D Alonso Rodríguez, A Martin Centellas, Belén Terol, I Ponz, T Lopez, M-A Martinez Monzonis, B. Díaz Fernández, C Cacho Antonio, A Torrelles Fortuni, M Perez Dominguez, Arturo Campos, J Lopez Pais, A Sakaria, P Jarnhall, U. Bal, E Karacaglar, U Abbas, A Barutcu, Murat Arslan, D Ural, Gizem Aslan, E Yurtseven, B Uygur, C Yildirim, B Corekcioglu, E Ozpelit, H Kakar, A Erkol, D Kaptan Ozen, Belma Turan, Burak Açar, Samet Yılmaz

Bibliographic record

VenueEuropean Heart Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicCardiac Imaging and Diagnostics
Canadian institutionsnot available
FundersDaiichi Sankyo EuropeAbbott VascularNovartis PharmaServierBristol-Myers Squibb CanadaAstraZeneca Pharma PolandBayerBoston Scientific JapanGedeon RichterBoehringer Ingelheim EspañaEli Lilly and CompanyResMedEdwards LifesciencesSanofi Australia
KeywordsMedicineInternal medicineCardiology

Abstract

fetched live from OpenAlex

The implementation of available European Society of Cardiology guidelines for the use of cardiac imaging in Chronic Coronary Syndromes (CCS)1 was found to be suboptimal in the EURECA registry.2 In this population, we aimed at assessing how patients’ characteristics and coronary disease phenotypes, based on imaging tests’ results, were associated with different treatment strategies. We also explored the prognostic impact of baseline clinical and imaging characteristics, and of different treatment choices at short-term follow-up. The study design has been previously reported.2 The inclusion criteria were the presence of stable symptoms (including angina, other chest discomfort or dyspnoea) in patients without or with known coronary artery disease (CAD), referred for elective diagnostic evaluation.1,2 Of the 5156 patients enrolled, 4175 (81.0%, mean age 63.5 ± 11.3 years, 39.9% females) with information on early treatment strategies (within 90 days from the completion of the diagnostic process) and 6-month follow-up were included. Patient management followed local clinical practice. Medical therapy received at enrolment and therapy changes within 90-days from enrolment were recorded.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

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)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.023
GPT teacher head0.312
Teacher spread0.289 · 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 designObservational
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

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueEuropean Heart JournalSame topicCardiac Imaging and DiagnosticsFrench-language works237,207