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Global, regional, and national incidence of six major immune-mediated inflammatory diseases: findings from the global burden of disease study 2019
Dongze Wu, Yingzhao Jin, Yuhan Xing, Melsew Dagne Abate, Mohammadreza Abbasian, Mohsen Abbasi‐Kangevari, Zeinab Abbasi-Kangevari, Foad Abd-Allah, Michael Abdelmasseh, Mohammad‐Amin Abdollahifar, Deldar Morad Abdulah, Aidin Abedi, Vida Abedi, Hassan Abidi, Richard Gyan Aboagye, Hassan Abolhassani, Katrina Abuabara, Morteza Abyadeh, Isaac Yeboah Addo, Kayode Nelson Adeniji, Victor Abiola Adepoju, Miracle Ayomikun Adesina, Qorinah Estiningtyas Sakilah Adnani, Mohsen Afarideh, Shahin Aghamiri, Antonella Agodi, Anurag Agrawal, Constanza Elizabeth Aguilera Arriagada, Aqeel Ahmad, Danish Ahmad, Sajjad Ahmad, Sohail Ahmad, Ali Ahmadi, Ali Ahmed, Ayman Ahmed, Janardhana P Aithala, Abdullateef Abiodun Ajadi, Marjan Ajami, Mostafa Akbarzadeh-Khiavi, Fares Alahdab, Mohammad T AlBataineh, Sharifullah Alemi, Adel Al‐Gheethi, Liaqat Ali, Sheikh Mohammad Alif, Joseph Uy Almazan, Sami Almustanyir, Jaber S. Alqahtani, Ibrahim Alqasmi, Ihsan Ullah Khan Altaf, Nelson Alvis‐Guzmán, Nelson J Alvis-Zakzuk, Yaser Mohammed Al‐Worafi, Hany Aly, Reza Amani, Hubert Amu, Ganiyu Adeniyi Amusa, Cătălina Liliana Andrei, Adnan Ansar, Hossein Ansariniya, Anayochukwu Edward Anyasodor, Jalal Arabloo, Reza Arefnezhad, Judie Arulappan, Mohammad Asghari Jafarabadi, Tahira Ashraf, Jamila Abdulhamid Atata, Seyyed Shamsadin Athari, Daniel Atlaw, Maha Atout, Avinash Aujayeb, Asma Awan, Haleh Ayatollahi, Sina Azadnajafabad, Ahmed Y. Azzam, Alaa Badawi, Ashish Badiye, Sara Bagherieh, Atif Amin Baig, Berihun Bantie, Martina Barchitta, Mainak Bardhan, Suzanne Barker‐Collo, Francesco Barone‐Adesi, Kavita Batra, Nebiyou Simegnew Bayileyegn, Amir Hossein Behnoush, Uzma Belgaumi, Maryam Bemanalizadeh, Isabela M. Benseñor, Kebede Beyene, Akshaya Srikanth Bhagavathula, Pankaj Bhardwaj, Sonu Bhaskar, Ajay Nagesh Bhat, Saeid Bitaraf, Veera Raghavulu Bitra, Archith Boloor, Kaustubh Bora, Rachelle Buchbinder, Daniela Călina, Luis Alberto Cámera, André F. Carvalho, Jeffrey Shi Kai Chan, Vijay Kumar Chattu, Endeshaw Chekol Abebe, Fatemeh Chichagi, Sungchul Choi, Tzu‐Chieh Chou, Dinh‐Toi Chu, Kaleb Coberly, Vera Marisa Costa, Rosa A S Couto, Natália Martins, Omid Dadras, Xiaochen Dai, Giovanni Damiani, Ana Maria Dascălu, Mohsen Dashti, Sisay Abebe Debela, Robert P Dellavalle, Andreas K. Demetriades, Alemayehu Anley Demlash, Xin Deng, Hardik Dineshbhai Desai, Rupak Desai, Syed Masudur Rahman Dewan, Samath Dhamminda Dharmaratne, Daniel Díaz, Mahmoud Dibas, Ricardo Jorge Dinis‐Oliveira, Mengistie Diress, Thanh Chi, Duy Khanh Doan, Masoud Dodangeh, Milad Dodangeh, Deepa Dongarwar, John Dube, Arkadiusz Dziedzic, Abdelaziz Ed‐Dra, Hisham Atan Edinur, Negin Eissazade, Michael Ekholuenetale, Temitope Cyrus Ekundayo, Noha Mousaad Elemam, Muhammed Elhadi, Ahmed O. Elmehrath, Omar El Meligy, Mehdi Emamverdi, Theophilus I. Emeto, Hawi Leul Esayas, Habitu Birhan Eshetu, Farshid Etaee, Adeniyi Francis Fagbamigbe, Shahriar Faghani, Ildar Fakhradiyev, Ali Fatehizadeh, Mobina Fathi, Alireza Feizkhah, Ginenus Fekadu, Mohammad Fereidouni, Seyed‐Mohammad Fereshtehnejad, João Carlos Fernandes, Pietro Ferrara, Getahun Fetensa, Irina Filip, Florian Fischer, Behzad Foroutan, Masoud Foroutan, Takeshi Fukumoto, Balasankar Ganesan, Belete Negese, Seyyed‐Hadi Ghamari, Mohammad‐Reza Ghasemi, Maryam Gholamalizadeh, Tiffany K. Gill, Richard F Gillum, Mohamad Goldust, Mahaveer Golechha, Pouya Goleij, Davide Golinelli, Houman Goudarzi, Shi‐Yang Guan, Yang Guo, Bhawna Gupta, Veer Bala Gupta, Vivek Gupta, Rasool Haddadi, Najah R. Hadi, Rabih Halwani, Shafiul Haque, Ikramul Hasan, Reza Hashempour, Amr Hassan, Sara Hassanzadeh, Mohammed Bheser Hassen, Johannes Haubold, Khezar Hayat, Golnaz Heidari, Mohammad Heidari, Reza Heidari‐Soureshjani, Claudiu Herţeliu, Kamran Hessami, Kamal Hezam, Yuta Hiraike, Ramesh Holla, Mohammad‐Salar Hosseini, Hong-Han Huynh, Bing‐Fang Hwang, Segun Emmanuel Ibitoye, Irena Ilić, Milena Ilić, Arad Iranmehr, Farideh Iravanpour, Nahlah Elkudssiah Ismail, Masao Iwagami, Chidozie C D Iwu, Louis Jacob, Morteza Jafarinia, Abdollah Jafarzadeh, Kasra Jahankhani, Haitham Jahrami, Mihajlo Jakovljević, Elham Jamshidi, Chinmay Jani, Manthan D Janodia, Sathish Kumar Jayapal, Shubha Jayaram, Jayakumar Jeganathan, Jost B Jonas, Abel Joseph, Nitin Joseph, Charity Ehimwenma Joshua, K. Vaishali, Billingsley Kaambwa, Ali Kabir, Zubair Kabir, Vidya Kadashetti, Feroze Kaliyadan, Fatemeh Kalroozi, Vineet Kumar Kamal, Amit Kandel, Himal Kandel, Srikanta Kanungo, Jafar Karami, Ibraheem M. Karaye, Hanie Karimi, Hengameh Kasraei, Sina Kazemian, Sewnet Adem Kebede, Leila Keikavoosi-Arani, Mohammad Keykhaei, Yousef Khader, Himanshu Khajuria, Faham Khamesipour, Ejaz Ahmad Khan, Imteyaz Ahmad Khan, Maseer Khan, Mohammad Jobair Khan, Moien AB Khan, Muhammad Arslan Khan, Haitham Khatatbeh, Moawiah Khatatbeh, Sorour Khateri, Hamid Reza Khayat Kashani, Min Seo Kim, Adnan Kısa, Sezer Kısa, Hyun Yong Koh, Pavel Kolkhir, Oleksii Korzh, Ashwin Kotnis, Parvaiz A Koul, Ai Koyanagi, Kewal Krishan, Mohammed Kuddus, Vishnutheertha Vishnutheertha Kulkarni, Narinder Kumar, Satyajit Kundu, Om Kurmi, Carlo La Vecchia, Chandrakant Lahariya, Tri Laksono, Judit Lám, Kamaluddin Latief, Paolo Lauriola, Basira Kankia Lawal, Thao T. Le, Trang Thi Bich Le, Munjae Lee, Seung Won Lee, Wei‐Chen Lee, Yo Han Lee, Jacopo Lenzi, Miriam Levi, Wei Li, Virendra S Ligade, Stephen S Lim, Gang Liu, Xuefeng Liu, Erand Llanaj, Chun‐Han Lo, Vanessa Machado, Azzam A. Maghazachi, Mansour Adam Mahmoud, Azeem Majeed, Pantea Majma Sanaye, Omar Mohamed Makram, Elaheh Malakan Rad, Kashish Malhotra, Ahmad Azam Malik, Iram Malik, Tauqeer Hussain Mallhi, Déborah Carvalho Malta, Mohammad Alì Mansournia, LG Mantovani, Miquel Martorell, Sahar Masoudi, Seyedeh Zahra Masoumi, Yasith Mathangasinghe, Elezebeth Mathews, Alexander G. Mathioudakis, Andrea Maugeri, Mahsa Mayeli, John Robert C. Medina, José João Mendes, Ritesh G. Menezes, Tomislav Meštrović, Irmina Maria Michałek, Ana Carolina Micheletti Gomide Nogueira de Sá, Ephrem Tesfaye Mihretie, Le Huu Nhat Minh, Reza Mirfakhraie, Erkin М Мirrakhimov, Ashraf Mohamadkhani, Nouh Saad Mohamed, Faezeh Mohammadi, Soheil Mohammadi, Salahuddin Mohammed, Shafiu Mohammed, Syam Mohan, Anita Mohseni, Ali H. Mokdad, Sara Momtazmanesh, Lorenzo Monasta, Mohammad Ali Moni, Md. Moniruzzaman, Yousef Moradi, Negar Morovatdar, Ebrahim Mostafavi, Parsa Mousavi, George Duke Mukoro, Admir Mulita, Getaneh Baye Mulu, Efrén Murillo‐Zamora, Fungai Musaigwa, Ghulam Mustafa, Sathish Muthu, Firzan Nainu, Vinay Nangia, Sreenivas Narasimha Swamy, Zuhair S. Natto, Perumalsamy Navaraj, Biswa Prakash Nayak, Athare Nazri-Panjaki, Hadush Negash, Mohammad Hadi Nematollahi, Dang Nguyen, Hau Thi Hien Nguyen, Phat Tuan Nguyen, Văn Thành Nguyễn, Robina Khan Niazi, Τaxiarchis Κonstantinos Νikolouzakis, Lawrence Achilles Nnyanzi, Mamoona Noreen, Chimezie Igwegbe Nzoputam, Ogochukwu Janet Nzoputam, Bogdan Oancea, In‐Hwan Oh, Hassan Okati‐Aliabad, Osaretin Christabel Okonji, Patrick Godwin Okwute, Andrew T Olagunju, Matthew Idowu Olatubi, Isaac Iyinoluwa Olufadewa, Michał Ordak, Nikita Otstavnov, Mayowa Owolabi, P A Mahesh, Jagadish Rao Padubidri, Anton Pak, Reza Pakzad, Raffaele Palladino, Adrian Pană, Ioannis Pantazopoulos, Paraskevi Papadopoulou, Shahina Pardhan, Ashwaghosha Parthasarathi, Ava Pashaei, Jay Patel, Aslam Pathan, Shankargouda Patil, Uttam Paudel, Shrikant Pawar, Paolo Pedersini, Umberto Pensato, David M. Pereira, Jeevan Pereira, Maria Odete Pereira, Renato B. Pereira, Mário Fernando Prieto Peres, Arokiasamy Perianayagam, Simone Perna, Ionela-Roxana Petcu, Parmida Sadat Pezeshki, Hoang Tran Pham, Anil K. Philip, М. А. Пирадов, Indrashis Podder, Vivek Podder, Dimitri Poddighe, Elton Junio Sady Prates, Ibrahim Qattea, Amir Radfar, Pourya Raee, Alireza Rafiei, Alberto Raggi, Fakher Rahim, Mehran Rahimi, Mahban Rahimifard, Vafa Rahimi‐Movaghar, Obaidur Rahman, Mohammad Hifz Ur Rahman, Mosiur Rahman, Muhammad Aziz Rahman, Amir Masoud Rahmani, Mohamed Rahmani, Shayan Rahmani, Vahid Rahmanian, Premkumar Ramasubramani, Nemanja Rančić, Indu Ramachandra Rao, Sina Rashedi, Ahmed Mustafa Rashid, Nakul Ravikumar, Salman Rawaf, Elrashdy M. Redwan, Nazila Rezaei, Negar Rezaei, Nima Rezaei, Mohsen Rezaeian, Daniela Ribeiro, Mónica Rodrigues, Jefferson Antonio Buendía, Leonardo Roever, Esperanza Romero‐Rodríguez, Aly M A Saad, Basema Saddik, Saeid Sadeghian, Umar Saeed, Azam Safary, Mahdi Safdarian, Sher Zaman Safi, Amene Saghazadeh, Dominic Sagoe, Fatemeh Saheb Sharif‐Askari, Narjes Saheb Sharif‐Askari, Amirhossein Sahebkar, Harihar Sahoo, Mohammad Ali Sahraian, Mirza Rizwan Sajid, Sateesh Sakhamuri, Joseph W. Sakshaug, Mohamed A. Saleh, Leili Salehi, Sana Salehi, Amir Salek Farrokhi, Sara Samadzadeh, Saad Samargandy, Noosha Samieefar, Abdallah M Samy, Nima Sanadgol, Rama Krishna Sanjeev, Monika Sawhney, Art Schuermans, Subramanian Senthilkumaran, Sadaf G Sepanlou, Yashendra Sethi, Mahan Shafie, Humaira Shah, Izza Shahid, Samiah Shahid, Masood Ali Shaikh, Sadaf Sharfaei, Manoj Kumar Sharma, Maryam Shayan, Hatem Shehata, Aziz Sheikh, Jeevan K. Shetty, Jae Il Shin, Reza Shirkoohi, Nebiyu Aniley Shitaye, K. M. Shivakumar, Velizar Shivarov, Parnian Shobeiri, Soraya Siabani, Migbar Mekonnen Sibhat, Emmanuel Edwar Siddig, Colin R Simpson, Ehsan Sinaei, Harpreet Singh, Inderbir Singh, Jasvinder A. Singh, Paramdeep Singh, Surjit Singh, Md Shahjahan Siraj, Abdullah Al Mamun Sohag, Ranjan Solanki, Solikhah Solikhah, Yonatan Solomon, Mohammad Sadegh Soltani‐Zangbar, Jing Sun, Mindy D Szeto, Rafael Tabarés‐Seisdedos, Seyyed Mohammad Tabatabaei, Mohammad Tabish, Ensiyeh Taheri, Azin Tahvildari, Iman M. Talaat, Jacques Lukenze Tamuzi, Ker‐Kan Tan, Nathan Y Tat, Razieh Tavakoli Oliaee, Arian Tavasol, Mohamad‐Hani Temsah, Pugazhenthan Thangaraju, Samar Tharwat, Nigusie Selomon Tibebu, Jansje Henny Vera Ticoalu, Tala Tillawi, Tenaw Yimer Tiruye, Amir Tiyuri, Marcos Roberto Tovani‐Palone, Manjari Tripathi, Abdul Rohim Tualeka, Sree Sudha T Y, Chukwudi S. Ubah, Saif Ullah, Sana Ullah, Muhammad Umair, Srikanth Umakanthan, Era Upadhyay, Seyed Mohammad Vahabi, Asokan Govindaraj Vaithinathan, Sahel Valadan Tahbaz, Rohollah Valizadeh, Shoban Babu Varthya, Tommi Vasankari, Narayanaswamy Venketasubramanian, Georgios‐Ioannis Verras, Jorge Hugo Villafañe, Vasily Vlassov, Danh Cao Vo, Yasir Waheed, Abdul Waris, Brhane Gebrehiwot Welegebrial, Ronny Westerman, Dakshitha Praneeth Wickramasinghe, Nuwan Darshana Wickramasinghe, Barbara Willekens, Beshada Zerfu Woldegeorgis, Melat Woldemariam, Hong Xiao, Dereje Y Yada, Galal Yahya, Lin Yang, Fereshteh Yazdanpanah, Dong Keon Yon, Naohiro Yonemoto, Yuyi You, Mazyar Zahir, Syed Saoud Zaidi, Moein Zangiabadian, Iman Zare, Mohammad A. Zeineddine, Dawit Zemedikun, Naod Gebrekrstos Zeru, Chen Zhang, Hanqing Zhao, Chenwen Zhong, Magdalena Zielińska, Mohammad Zoladl, Alimuddin Zumla, Cui Guo, Lai‐Shan Tam
Notice bibliographique
RevueEClinicalMedicine · 2023
Typearticle
Langueen
DomaineMedicine
ThématiqueRheumatoid Arthritis Research and Therapies
Établissements canadiensnon disponible
Organismes subventionnairesEuropean and Developing Countries Clinical Trials PartnershipInstituto de Salud Carlos IIINational Health and Medical Research CouncilMedical Research CouncilMaryland Population Research Center, University of MarylandManchester Biomedical Research CentreHorizon 2020 Framework ProgrammeUniversity at BuffaloCancer Institute NSWShahid Beheshti University of Medical SciencesDebre Tabor UniversityUniversitatea de Medicină şi Farmacie "Carol Davila" BucureştiUniversity of Health and Allied SciencesMadda Walabu UniversityUniversitas PadjadjaranINCLIVA Instituto de Investigación SanitariaUniversity of ZanjanUniversity of SydneyUniversity of Agriculture, FaisalabadSouth Eastern Sydney Local Health DistrictYasuj University of Medical SciencesTokyo Medical and Dental UniversityUniversità degli Studi del Piemonte OrientaleCentro de Investigación Biomédica en Red de Salud MentalCharles Sturt UniversityScience and Technology Development FundNazarbayev UniversityUniversity of TabrizCentre Hospitalier Universitaire VaudoisAlfaisal UniversityUniversity of GondarShiraz UniversityHarvard UniversityJimma UniversityShahrekord UniversityAhvaz Jundishapur University of Medical SciencesChinese University of Hong KongMinisterio de Ciencia e InnovaciónCleveland ClinicUniversity College CorkTaipei Medical UniversityKerman University of Medical SciencesTehran University of Medical Sciences and Health ServicesSultan Qaboos UniversityIslamic Azad University, ShahrekordAin Shams UniversityShiraz University of Medical SciencesTabriz University of Medical SciencesKhalifa University of Science, Technology and ResearchDirectorate for Biological SciencesKing Abdulaziz UniversityJordan University of Science and TechnologyIsfahan University of Medical SciencesUniversity of New South WalesUniversity of PretoriaIslamic Azad UniversityFlinders UniversityCairo UniversityUniversité de Versailles Saint-Quentin-en-YvelinesUniversity of CanberraUniversity of Electronic Science and Technology of ChinaUniversity of TorontoEast Carolina UniversityZanjan University of Medical SciencesKasturba Medical College, ManipalStockholms Läns LandstingPublic Health AgencyAmity UniversityIndian Council of Medical ResearchUniversity of ExeterKing Faisal UniversityNational Institute for Health and Care ResearchMinistero della SaluteAsian Institute of Medicine, Science and TechnologySocial Science Research CouncilUniversity of TsukubaUniversità di CataniaSRM Institute of Science and TechnologyUniversity of Southern CaliforniaMashhad University of Medical SciencesBelgian American Educational FoundationLa Trobe UniversityArabian Gulf UniversityMonash UniversityShaqra UniversityIran University of Medical SciencesVirginia Commonwealth UniversityShahid Sadoughi University of Medical SciencesUniversidade de São PauloAcademy of Scientific Research and TechnologyJazan UniversityLung Foundation AustraliaUniversität BaselAlborz University of Medical SciencesUniversiti Tun Hussein Onn MalaysiaShahrekord University of Medical SciencesRafsanjan University of Medical SciencesPublic Health Agency of CanadaPublic Health Foundation of IndiaCleveland Clinic FoundationNational Research, Development and Innovation OfficeNational Nutrition and Food Technology Research InstituteKrishna Institute Of Medical Sciences Deemed To Be UniversityUniversity of Nevada, Las VegasZagazig UniversityBill and Melinda Gates Foundation
Mots-clésMedicineIncidence (geometry)DiseaseBurden of diseaseIntensive care medicineImmunologyInternal medicine
Résumé
Background: The causes for immune-mediated inflammatory diseases (IMIDs) are diverse and the incidence trends of IMIDs from specific causes are rarely studied. The study aims to investigate the pattern and trend of IMIDs from 1990 to 2019. Methods: We collected detailed information on six major causes of IMIDs, including asthma, inflammatory bowel disease, multiple sclerosis, rheumatoid arthritis, psoriasis, and atopic dermatitis, between 1990 and 2019, derived from the Global Burden of Disease study in 2019. The average annual percent change (AAPC) in number of incidents and age standardized incidence rate (ASR) on IMIDs, by sex, age, region, and causes, were calculated to quantify the temporal trends. Findings: In 2019, rheumatoid arthritis, atopic dermatitis, asthma, multiple sclerosis, psoriasis, inflammatory bowel disease accounted 1.59%, 36.17%, 54.71%, 0.09%, 6.84%, 0.60% of overall new IMIDs cases, respectively. The ASR of IMIDs showed substantial regional and global variation with the highest in High SDI region, High-income North America, and United States of America. Throughout human lifespan, the age distribution of incident cases from six IMIDs was quite different. Globally, incident cases of IMIDs increased with an AAPC of 0.68 and the ASR decreased with an AAPC of -0.34 from 1990 to 2019. The incident cases increased across six IMIDs, the ASR of rheumatoid arthritis increased (0.21, 95% CI 0.18, 0.25), while the ASR of asthma (AAPC = -0.41), inflammatory bowel disease (AAPC = -0.72), multiple sclerosis (AAPC = -0.26), psoriasis (AAPC = -0.77), and atopic dermatitis (AAPC = -0.15) decreased. The ASR of overall and six individual IMID increased with SDI at regional and global level. Countries with higher ASR in 1990 experienced a more rapid decrease in ASR. Interpretation: The incidence patterns of IMIDs varied considerably across the world. Innovative prevention and integrative management strategy are urgently needed to mitigate the increasing ASR of rheumatoid arthritis and upsurging new cases of other five IMIDs, respectively. Funding: The Global Burden of Disease Study is funded by the Bill and Melinda Gates Foundation. The project funded by Scientific Research Fund of Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital (2022QN38).
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
score de la tête « metaresearch » (Codex)0,002
score de la tête « metaresearch » (Gemma)0,003
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,036
Score d'incertitude au seuil0,071
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,002 | 0,003 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,002 | 0,004 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
Tête enseignante Opus0,024
Tête enseignante GPT0,346
Écart entre enseignants0,322 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validation
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».
En bref
Citations133
Publié2023
Routes d'admission1
Résumé présentoui