{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1413875,0.001826458,0.001814839,0.009041864,0.001826664,0.008257919,0.004455721,0.003012323,0.02231943],"category_scores_gemma":[0.258034,0.001573369,0.004965587,0.007456171,0.002975761,0.003277269,0.006075008,0.004900385,0.008510639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007476875,"about_ca_system_score_gemma":0.04217457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008290147,"about_ca_topic_score_gemma":0.0115604,"domain_scores_codex":[0.890538,0.07741372,0.01356103,0.004138011,0.01337842,0.0009707938],"domain_scores_gemma":[0.7929469,0.1362647,0.01342195,0.01527768,0.04024376,0.001844998],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004830717,0.0003922988,0.002716677,0.02514421,0.0008345199,0.0006657441,0.01258893,0.009390184,0.002355521,0.2623273,0.08769473,0.5954069],"study_design_scores_gemma":[0.0008350662,0.0005020487,0.003523124,0.02506645,0.0006772545,0.0005331237,0.004007735,0.01838608,0.003879258,0.2720255,0.6702678,0.0002965909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003168625,0.004654466,0.8900938,0.007877382,0.00115423,0.06675819,0.007666548,0.00120025,0.0174265],"genre_scores_gemma":[0.006366496,0.001029362,0.9522331,0.0005356512,0.00006517625,0.03662967,0.00142082,0.0001066972,0.001613078],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8586125,"threshold_uncertainty_score":0.7477376,"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."}}