{"id":"W4416538913","doi":"10.1111/all.70100","title":"Methodology for the Development of the Allergic Rhinitis and Its Impact on Asthma ( <scp>ARIA</scp> )‐EAACI 2024–2025 Guidelines: From Evidence‐to‐Decision Frameworks to Digitalised Shared Decision‐Making Algorithms","year":2025,"lang":"en","type":"article","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hamilton Utilities Corporation; Ontario Clinical Oncology Group; McMaster University; Impact","funders":"NIH Clinical Center; Instituto De Saúde Pública, Universidade do Porto; Instituto de Salud Carlos III; Metro North Hospital and Health Service; Queensland University of Technology; Sorbonne Université; Universidade Federal de Minas Gerais; Sanofi-Aventis Deutschland; Centro de Investigação em Tecnologias e Serviços de Saúde; Eli Lilly and Company; Gdański Uniwersytet Medyczny; Universidade do Minho; F. Hoffmann-La Roche; Nanjing Medical University; Universidad Austral de Chile; Université Paris-Saclay; Canadian Institutes of Health Research; Universidade do Porto; Covis Pharma; Università degli Studi di Torino; Uniwersytet Warszawski; Eskişehir Osmangazi Üniversitesi; Ospedale Pediatrico Bambino Gesù; Univerza v Ljubljani; National and Kapodistrian University of Athens; Leids Universitair Medisch Centrum; Shionogi; Meiji Seika Pharma; Warszawski Uniwersytet Medyczny; Dankook University; Universidade Nova de Lisboa; University of South Florida; Université Laval; Semmelweis Egyetem; Eberhard Karls Universität Tübingen; Universiteit Leiden; Universidade Federal de Santa Catarina; Regeneron Pharmaceuticals; McMaster University; Chiba University; Ain Shams University; Sanofi; Università degli Studi di Napoli Federico II; AstraZeneca; European Commission; GlaxoSmithKline; Fraunhofer-Institut für Translationale Medizin und Pharmakologie; Karolinska Institutet; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Institut National de la Santé et de la Recherche Médicale; Università degli Studi di Cagliari","keywords":"Guideline; Context (archaeology); Asthma; MEDLINE; Evidence-based medicine; Set (abstract data type); Best practice; Decision support system; Systematic review","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001149632,0.0003954401,0.0007346111,0.0002862435,0.0003532476,0.0001199396,0.0004851369,0.0005241692,0.000132255],"category_scores_gemma":[0.01883015,0.0002266841,0.000264273,0.0007386131,0.00004895204,0.0001311583,0.0004367192,0.0004541071,0.00001825247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501308,"about_ca_system_score_gemma":0.0004675911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005497756,"about_ca_topic_score_gemma":0.0002124062,"domain_scores_codex":[0.9968315,0.0001792881,0.00117618,0.0007142298,0.0006593327,0.0004394854],"domain_scores_gemma":[0.9844238,0.01345381,0.000264146,0.0007286655,0.0009318651,0.0001977816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001701512,0.0001736129,0.0002813562,0.00005703257,0.001577046,0.00003039682,0.007743136,0.01056481,0.001529041,0.001479916,0.1247952,0.8500669],"study_design_scores_gemma":[0.008805728,0.002310494,0.4015956,0.02664421,0.0004538814,0.00009180678,0.005716522,0.1073425,0.007744279,0.03465293,0.4036713,0.0009707615],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.335018,0.003926831,0.6480067,0.00774306,0.001925178,0.002198829,0.0001222506,0.000056947,0.001002173],"genre_scores_gemma":[0.6768419,0.001127727,0.3055534,0.0138611,0.0004472622,0.0002400527,0.00009097109,0.00007884011,0.001758783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8490961,"threshold_uncertainty_score":0.9894347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028527015918714,"score_gpt":0.4077143346628063,"score_spread":0.3048616330709348,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}