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Record W4403115981 · doi:10.1016/s2213-8587(24)00221-3

Association of BMI, lipid-lowering medication, and age with prevalence of type 2 diabetes in adults with heterozygous familial hypercholesterolaemia: a worldwide cross-sectional study

2024· article· en· W4403115981 on OpenAlexfundno aff
Amany Elshorbagy, Alexander R.M. Lyons, Antonio J. Vallejo‐Vaz, Christophe Stevens, Kanika Dharmayat, Julia Brandts, Alberico L. Catapano, Tomáš Freiberger, G. Kees Hovingh, Pedro Mata, Frederick J. Raal, Raúl D. Santos, Handrean Soran, Gerald F. Watts, Marianne Abifadel, Carlos A. Aguilar-Salinas, Khalid F. AlHabib, Mutaz Al-Khnifsawi, Wael Almahmeed, Rodrigo Alonso, Khalid Al‐Rasadi, Ahmad Al‐Sarraf, Tester F. Ashavaid, Maciej Banach, Christoph J. Binder, Mafalda Bourbon, Liam R. Brunham, Krzysztof Chlebus, Pablo Corral, Diogo Cruz, Kairat Davletov, Olivier Descamps, М. В. Ежов, Dan Gaiță, Urh Grošelj, Mariko Harada‐Shiba, Kirsten B. Holven, Meral Kayıkçıoğlu, Weerapan Khovidhunkit, Katarina Lalić, Gustavs Latkovskis, Ulrich Laufs, Evangelos Liberopoulos, Marcos M. Lima-Martínez, Jie Lin, Vincent Maher, Adéle Marais, Winfried März, Erkin М Мirrakhimov, André R. Miserez, Olena Mitchenko, Hapizah Nawawi, Børge G. Nordestgaard, Andrie G. Panayiotou, György Paragh, Žaneta Petrulionienė, Belma Pojskić, Arman Postadzhiyan, Ashraf Reda, Željko Reiner, Ximena Reyes, Fouzia Sadiq, Wilson E. Sadoh, Heribert Schunkert, Aleksandr B. Shek, Erik S.G. Stroes, Ta‐Chen Su, Tavintharan Subramaniam, Andrey V. Susekov, Myra Tilney, Brian Tomlinson, Thanh‐Huong Truong, Alexandros D. Tselepis, Anne Tybjærg‐Hansen, Alejandra C. Vázquez, Margus Viigimaa, Branislav Vohnout, Luya Wang, Shizuya Yamashita, Maurizio Averna, Laura Schreier, Jing Pang, Christoph Ebenbichler, Hans Dieplinger, Reinhold Innerhofer, Yvonne Winhofer-Stöckl, Susanne Greber‐Platzer, Konstantin A. Krychtiuk, Walter S. Speidl, Hermann Toplak, Kurt Widhalm, Thomas M. Stulnig, Kurt Huber, Florian Höllerl, Gersina Rega‐Kaun, Lucas Kleemann, Martin Mäser, Sabine Scholl‐Bürgi, Christoph Säly, Florian Mayer, Alexandra Sperone, Chloé Tanghe, A Gérard, Ibrahim Šišić, Azra Durak-Nalbantić, Malik Ejubović, Cinthia E. Jannes, Alexandre C. Pereira, José Eduardo Krieger, Ivo Petrov, Assen Goudev, Fedya Nikolov, Snejana Tisheva, Yoto Yotov, Ivajlo Tzvetkov, Alexis Baass, Jean Bergeron, Sophie Bernard, Diane Brisson, Lubomira Cermakova, Patrick Couture, Gordon A. Francis, Daniel Gaudet, Robert A. Hegele, Étienne Khoury, Brian W. McCrindle, Martine Paquette, Isabelle L. Ruel, Iulia Iatan, Ada Cuevas, Xumin Wang, Kang Meng, Xiantao Song, Yong Qiang, Tao Jiang, Ziyou Liu, Yanyu Duan, Jing Hong, Pucong Ye, Yan Chen, Jianguang Qi, Zesen Liu, Yuntao Li, Chaoyi Zhang, Jie Peng, Ya Yang, Wei Yu, Qian Wang, Hui Yuan, Shitong Cheng, Long Jiang, Mei Chong, Jian Jiao, Yue Wu, Wenhui Wen, Liyuan Xu, Ruiying Zhang, Yichen Qu, Jianxun He, Xuesong Fan, Zhenjia Wang, Elaine Chow, Ivan Pećin, Dražen Perica, Phivos Symeonides, Michal Vrablı́k, Vladimír Soška, Lukáš Tichý, Věra Adámková, J Franeková, Renata Cífková, Pavel Kraml, Katerina Vonaskova, Jana Čepová, Magdaléna Dušejovská, Lenka Pavlíčková, V. Bláha, Hana Rosolová, Barbora Nussbaumerová, Roman Cibulka, H Vaverková, Ľubica Cibičková, Zdenka Krejsova, Katerina Rehouskova, Pavel Malina, Milena Budikova, Vaclava Palanova, Lucie Solcova, Alena Lubasova, Helena Podzimkova, Juraj Bujdák, Jiří Veselý, Marta Jordanova, Robin Urbánek, Stanislav Zemek, Ján Lacko, Hana Halamkova, Sona Machacova, Šárka Malá, Eva Cubova, Katerina Valoskova, Lukas Burda, Marianne Benn, Ahmed Bendary, Ihab Daoud, Sameh Emil, Atef Elbahry, Samir Rafla, Osama Sanad, Ghada Kazamel, Dr Shubana Ashraf, Mohamed Sobhy, Amro El-Hadidy, Mohamed Abdoul Shafy, Saif Uldun Mostfa Kamal, Mohamed Bendary, Grete Talviste, Jutta Christmann, Alexander Dressel, Felix Fath, Chiara Ferraro, Lydia Frenzke, Alica Gopon, Isabel Klein, Dominika Pienkowska, Tobias Sietmann, Antonia Sonntag, Omar Adjan, Philipp Bahrmann, Andrea Baessler, Rasmus Barkowski, Raffi Beckerdjian, Christina Berr, Andreas L. Birkenfeld, Gereon Böll, Avisha Carstensen, Holger Finkernagel, Ioanna Gouni‐Berthold, Harry Hahmann, Michael Hamerle, Julian Halder, M Heide, Ulrich Julius, Ursula Kassner, Julius L. Katzmann, Anja Kirschbaum, Gerald Klose, Stephanie Könemann, Christel König, Wolfgang König, Gerrit Kuprat, Özlem Kilic, G Lindenmeier, Iris van de Loo, Babette Lorenz, E Lorenz, Johanna McChord, Mariya Maslarska, Heiko Methe, Martin Merkel, Zineb Moussaoui, Irina Müller-Kozarez, Christoph B. Olivier, Britta Otte, Klaus G. Parhofer, Michael Paulus, Sinan Pehlivanli, Tobias Pflederer, Thomas Pusl, Veronika Richter, Stefanie Rosner, Veronika Sanin, Sebastian Daniel Schäfer, Christoph Schäfer, Ulrike Schatz, Stephan H. Schirmer, Christine Schmidt, Snezna Sisovic, Antje Spens, Alexander Stadelmann, Elisabeth Steinhagen‐Thiessen, Paulina Stürzebecher, Maria Tafelmeier, Dörthe Tillack, Sergey Tselmin, Adrienn Tünnemann-Tarr, Anja Vogt, Jens von Beckerath, Andreas Wilke, U. Wolf, Claudia Zemmrich, Christos V. Rizos, Ioannis Skoumas, Κωνσταντίνος Τζιόμαλος, Lοukianos S. Rallidis, Vasileios Athyros, Emmanouil Skalidis, Genovefa Kolovou, Vana Kolovou, Anastasia Garoufi, E. Bilianou, Iosif Koutagiar, Estela Kiouri, Christina Antza, Evangelos Zacharis, Achilleas Attilakos, George Sfikas, Charalambos Koumaras, Panagiotis Anagnostis, Georgia Anastasiou, Georgé Liamis, Ermioni Petkou, Haralambos Milionis, Elisavet Prodromiadou, Zsolt Karányi, Mariann Harangi, László Bajnok, Mária Audikovszky, László Márk, Béla Benczúr, István Reiber, Gergely Nagy, András Nagy, Lakshmi Lavanya Reddy, Swarup A.V. Shah, Chandrashekhar K. Ponde, Jamshed Dalal, J.P.S. Sawhney, Ishwar C. Verma, Mays Altaey, Khalid Al-Jumaily, Dilshad Rasul, Ali Fawzi Abdalsahib Al-Zamili, Amer Abdl Jabbar, Mohanad Al-ageedi, Mohammed Dhamin, Sarmad Alfil, Foad Khadhim, Sabah Miahy, Ruth Agar, S. Calandra, Patrizia Tarugi, Manuela Casula, Federica Galimberti, Elena Olmastroni, Riccardo Sarzani, Claudio Ferri, Elena Repetti, Salvatore Piro, Patrizia Suppressa, Giancarla Meregalli, Claudio Borghi, Sandro Muntoni, Paolo Calabrò, Francesco Cipollone, Francesco Purrello, Arturo Pujia, Angelina Passaro, Rossella Marcucci, Valerio Pecchioli, Livia Pisciotta, Giuseppe Mandraffino, Fabio Pellegatta, Giuliana Mombelli, Adriana Branchi, A.M. Fiorenza, Cristina Pederiva, José Pablo Werba, Gianfranco Parati, Francesca Carubbi, Lorenzo Iughetti, Giuliana Fortunato, Gabriella Iannuzzo, Angelo B. Cefalù, Giacomo Biasucci, Sabina Zambon, Matteo Pirro, Francesco Sbrana, Chiara Trenti, Laura D’Erasmo, Massimo Federici, Maria Del Ben, Andrea Bartuli, Andrea Giaccari, A. E. Pípolo, Nadia Citroni, Ornella Guardamagna, Salvatore Lia, Andrea Benso, Gianni Biolo, Lorenzo Maroni, Alessandro Lupi, Luca Bonanni, Elisabetta Rinaldi, Maria Grazia Zenti, Kota Matsuki, Mika Hori, Masatsune Ogura, Daisaku Masuda, Takuya Kobayashi, Kumiko Nagahama, Mohammed Al‐Jarallah, Mirjana Radović, Olga Lunegova, Erkayim Bektasheva, Saamay Abilova, Andrejs Ērglis, Dainus Gilis, Georgijs Nesterovics, Vita Saripo, Ruta Meiere, Gunda Skudrina, Elizabete Tērauda, S Jambart, Carine Ayoub, Youmna Ghaleb, Urtė Aliošaitienė, S. Kutkienė, Siti Hamimah Sheikh Abdul Kadir, Noor Alicezah Mohd Kasim, Noor Shafina Mohd Nor, Hasidah Abdul Hamid, Suraya Abdul-Razak, Alyaa Al-Khateeb, Suhaila Abd Muid, Thuhairah Abdul Rahman, Sazzli Kasim, Ahmad Bakhtiar Md Radzi, Khairul Shafiq Ibrahim, Marshima Mohd Rosli, Rafezah Razali, Yung-An Chua, Aimi Zafira Razman, Sukma Azureen Nazli, Azhari Rosman, Mohd Amin Jalaludin, Ahmad Zubaidi A. Latif, Christine Azzopardi, Roopa Mehta, Alexandro J. Martagón, Gabriela Ramírez, Neftali Eduardo Antonio Villa, Arsenio Vargas‐Vázquez, Daniel Elías-López, Gustavo Gonzalez Retana, Betsabel Rodriguez, José Juan Ceballos-Macías, Alejandro Romero Zazueta, Rocio Martinez Alvarado, Julieta D. Morales-Portano, Humberto Alvares Lopez, Leobardo Sauque‐Reyna, Laura G. Gomez Herrera, Luis E. Simental Mendia, Humberto García‐Aguilar, Elizabeth Ramirez Cooremans, Berenice Peña Aparicio, Victoria Mendoza‐Zubieta, Perla A. Carrillo Gonzalez, Aldo Ferreira‐Hermosillo, Nacu Caracas Portilla, Guadalupe Jimenez Dominguez, Alinna Y. Ruiz Garcia, Héctor Eliud Arriaga-Cázares, Jesus R. Gonzalez, Carla V. Mendez Valencia, Francisco G. Padilla, Ramon Madriz Prado, Ruy David Arjona Villicaña, Karina J. Acevedo Rivera, Ricardo Allende Carrera, José A. Álvarez, Jose C. Amezcua Martinez, Manuel de los Reyes Barrera Bustillo, Gonzalo Carazo Vargas, Roberto Contreras Chacon, Mario H. Figueroa Andrade, Ashanty Flores Ortega, Héctor García Alcalá, Laura E. Garcia de Leon, Berenice Garcia Guzman, Jose J.Garduño Garcia, Juan C. Garnica Cuellar, Jose R. Gomez Cruz, Anell Hernandez Garcia, Jesus R. Holguin Almada, Úrsulo Juárez Herrera, Fabiola Lugo Sobrevilla, Eduardo Rodríguez, Cristina Martinez Sibaja, Alma B. Medrano Rodriguez, Jose C. Morales Oyervides, Daniel I. Perez Vazquez, Ma Ludivina Robles Osorio, Juan Rosas Saucedo, Margarita Torres‐Tamayo, Luis A. Valdez Talavera, Luis E. Vera Arroyo, Eloy A.Zepeda Carrillo, Joep C. Defesche, Linda Zuurbier, Laurens F. Reeskamp, Sarah Ibrahim, Jeanine E. Roeters van Lennep, Albert Wiegman, Alphonsus Rukevwe Isara, Darlington E. Obaseki, Fahad Al-Zadjali, Ibrahim Al‐Zakwani, Suad Al-Mukhaini, Hamida Al-Barwani, Asım Noor Rana, Lahore Saeed Ullah Shah, Fahad Alnouri, Ewa Starostecka, Agnieszka Konopka, Agata Bielecka‐Dąbrowa, Joanna Lewek, Bożena Sosnowska, Mariusz Gąsior, Krzysztof Dyrbuś, Jacek Jerzy Jozwiak, Marcin Pajkowski, Marzena Romanowska‐Kocejko, Marta Żarczyńska-Buchowiecka, Magdalena Chmara, Bartosz Wasąg, Aneta Stróżyk, Aleksandra Michalska-Grzonkowska, Ana Margarida Medeiros, Ana Catarina Alves, Francisco Silva, Goreti Lobarinhas, Isabel Palma, José Pereira de Moura, Miguel Toscano Rico, Quitéria Rato, Patrícia Pais, Susana Correia, Oana Moldovan, Maria João Virtuoso, Francisco Araújo, Inês Colaço, Andreea Dumitrescu, Călin Lengher, Svetlana Moșteoru, А. Н. Мешков, А. И. Ершова, T. A. Rozhkova, Victoria Korneva, Kuznetsova T. Yu, Vitaliy Zafiraki, М. И. Воевода, В. С. Гуревич, D. V. Duplyakov, У.В. Чубыкина, И. И. Шапошник, Fahmi Alkaf, Alia Khudari, Nawal Rwaili, Faisal A. Al-Allaf, Mohammad Alghamdi, Mohammed A. Batais, Turky H. Almigbal, Abdulhalim Jamal Kinsara, Ashraf Hammouda Ahmed AlQudaimi, Zuhier Awan, Omer A. Elamin, Hani Altaradi, Ljiljana Popović, Sandra Singh, Iva Rasulić, Ana Petakov, Nebojša Lalić, Carolyn S.P. Lam, Tan Ju Le, Eric Lim Tien Siang, Sanjaya Dissanayake, Justin Tang I-Shing, Tai E. Shyong, Terrance Chua Siang Jin, Sharon Pek Li Ting, Chester Lee Drum, Fathima Ashna Nastar, Loh Wann Jia, Natalie Koh Si Ya, Rinkoo Dalan, Yong Wei, Tiong Yee sian, Yeo Khung Keong, Siau Kai Rong, Darren Seah Ee Jin, Ian Koh Jan Ming, Tan Hong Chang, Rashida Farhad Vasanwala, Katarı́na Rašlová, Karin Bálinth, Ingrid Bugáňová, Ľubomíra Fábryová, Michaela Kadurová, Alexander Klabník, Miriam Kozárová, Jana Sirotiaková, Tadej Battelino, Matija Cevc, Maruša Debeljak, Ana Drole Torkar, Zlatko Fras, Borut Jug, Barbara Kern Cugalj, Jernej Kovač, Matej Mlinarič, Jaka Šikonja, Gillian J. Pilcher, Dirk Blom, Karen Wolmarans, Brigitte C. Brice, Ovidio Muñiz-Grijalvo, José Luis Díaz-Díaz, Leopoldo Pérez de Isla, Francisco Fuentes, Lina Badimón, François Martin, Eleonore B. Miserez, Janine L. Shipton, Poranee Ganokroj, Pairoj Chattranukulchai, Wiroj Jiamjarasrungsi, Nuntakorn Thongtang, Rungroj Krittayaphong, Prin Vathesatogkit, Chutintorn Sriphrapradang, Mattabhorn Phimphilai, Rattana Leelawattana, Pimjai Anthanont, Swangjit Suraamornkul, Chaicharn Deerochanawong, Vichai Senthong, Artit Torpongpun, Panuwat Suteerayongprasert, Nawarat Pengpong, Nattapol Sathavarodom, Usanee Sunanta, Thachanun Porntharukchareon, Phatharaporn Kiatpanabhikul, Chatchon Kaewkrasaesin, Jaruwan Kongkit, Mongkontida Umphonsathien, Mehmet Akbulut, Gökhan Alıcı, Fahrı Bayram, Levent Can, Ahmet Çelik, Ceyhun Ceyhan, Fatma Yılmaz Çoşkun, Mesut Demir, Sabri Demircan, Volkan Doğan, İbrahim Etem Dural, Ömer Gedikli, Ayşa Hacıoğlu, Müge Ildızlı, Salih Kılıç, Bahadır Kırılmaz, Merih Kutlu, Aytekin Oğuz, Öner Özdoğan, Ersel Onrat, Savaş Özer, Tevfik Sabuncu, Tayfun Sahin, Fatih Sivri, Alper Sönmez, Ahmet Temizhan, Selim Topçu, Lale Tokgozoglu, Abdullah Tunçez, Miraç Vural, Mustafa Yenerçağ, Dilek Yeşilbursa, Zerrin Yiğit, Aytül Belgi Yıldırım, Aylin Yı́ldı́rı́r, Mehmet Birhan Yılmaz, Bassam Atallah, Mahmoud Traina, Hani Sabbour, Dana Abdul Hay, Neama Luqman, Abubaker Elfatih, Arshad Abdulrasheed, Yosef Manla, See Kwok, Nicolás Dell’Oca, Rano B. Alieva, Khurshid Fozilov, Shavkat U. Hoshimov, Ulugbek Nizamov, Liliya E. Kan, Andrey Kim, G J Abdullaeva, А. А. Абдуллаев, Doan Loi, Mai Nguyen, Ngoc‐Thanh Kim, Thanh Tung Le, Hong An Le, Kausik K. Ray

Bibliographic record

VenueThe Lancet Diabetes & Endocrinology · 2024
Typearticle
Languageen
FieldMedicine
TopicLipoproteins and Cardiovascular Health
Canadian institutionsnot available
FundersNational Key Research and Development Program of ChinaFundação para a Ciência e a TecnologiaEsperion TherapeuticsSilence TherapeuticsServierHealth Systems Research InstituteNational Natural Science Foundation of ChinaHLS TherapeuticsImperial College LondonAmryt PharmaUltragenyx PharmaceuticalMedpaceAlexion PharmaceuticalsJavna Agencija za Raziskovalno Dejavnost RSAstraZenecaAmarin CorporationNovo NordiskAbbott LaboratoriesNational Institute for Health and Care ResearchMedical Research CouncilTeva Pharmaceutical IndustriesSanofiEuropean Atherosclerosis SocietyBayer VitalBristol-Myers SquibbEli Lilly and CompanyAmgenPfizerChulalongkorn UniversityUniversidad de SevillaKowa CompanyRegeneron Pharmaceuticals
KeywordsMedicineCross-sectional studyType 2 diabetesDiabetes mellitusMedication adherenceBody mass indexInternal medicinePediatricsEnvironmental healthEndocrinologyPathology

Abstract

fetched live from OpenAlex

BACKGROUND: Statins are the cornerstone treatment for patients with heterozygous familial hypercholesterolaemia but research suggests it could increase the risk of type 2 diabetes in the general population. A low prevalence of type 2 diabetes was reported in some familial hypercholesterolaemia cohorts, raising the question of whether these patients are protected against type 2 diabetes. Obesity is a well known risk factor for the development of type 2 diabetes. We aimed to investigate the associations of known key determinants of type 2 diabetes with its prevalence in people with heterozygous familial hypercholesterolaemia. METHODS: ) and lipid-lowering medication as predictors. The study population was divided into 12 risk categories based on age (tertiles), obesity, and receiving statins, and the risk of type 2 diabetes was investigated using logistic regression. FINDINGS: Among 46 683 adults with individual-level data in the FHSC registry, 24 784 with heterozygous familial hypercholesterolaemia were included in the analysis from 44 countries. 19 818 (80%) had a genetically confirmed diagnosis of heterozygous familial hypercholesterolaemia. Type 2 diabetes prevalence in the total population was 5·7% (1415 of 24 784), with 4·1% (817 of 19 818) in the genetically diagnosed cohort. Higher prevalence of type 2 diabetes was observed in the Eastern Mediterranean (58 [29·9%] of 194), South-East Asia and Western Pacific (214 [12·0%] of 1785), and the Americas (166 [8·5%] of 1955) than in Europe (excluding the Netherlands; 527 [8·0%] of 6579). Advancing age, a higher BMI category (obesity and overweight), and use of lipid-lowering medication were associated with a higher risk of type 2 diabetes, independent of sex and LDL cholesterol. Among the 12 risk categories, the probability of developing type 2 diabetes was higher in people in the highest risk category (aged 55-98 years, with obesity, and receiving statins; OR 74·42 [95% CI 47·04-117·73]) than in those in the lowest risk category (aged 18-38 years, without obesity, and not receiving statins). Those who did not have obesity, even if they were in the upper age tertile and receiving statins, had lower risk of type 2 diabetes (OR 24·42 [15·57-38·31]). The corresponding results in the genetically diagnosed cohort were OR 65·04 (40·67-104·02) for those with obesity in the highest risk category and OR 20·07 (12·73-31·65) for those without obesity. INTERPRETATION: Adults with heterozygous familial hypercholesterolaemia in most WHO regions have a higher type 2 diabetes prevalence than in Europe. Obesity markedly increases the risk of diabetes associated with age and use of statins in these patients. Our results suggest that heterozygous familial hypercholesterolaemia does not protect against type 2 diabetes, hence managing obesity is essential to reduce type 2 diabetes in this patient population. FUNDING: Pfizer, Amgen, MSD, Sanofi-Aventis, Daiichi-Sankyo, and Regeneron.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.014
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.014
GPT teacher head0.276
Teacher spread0.262 · 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".

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Citations13
Published2024
Admission routes1
Has abstractno

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Same venueThe Lancet Diabetes & EndocrinologySame topicLipoproteins and Cardiovascular HealthFrench-language works237,207