{"id":"W2136712715","doi":"10.1016/j.jaci.2012.07.053","title":"Allergic Rhinitis and its Impact on Asthma (ARIA): Achievements in 10 years and future needs","year":2012,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":639,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Manitoba; Université Laval; McMaster University","funders":"National Institute of Allergy and Infectious Diseases; Helse Sør-Øst RHF; Allergopharma; School of Medicine and Public Health, University of Wisconsin-Madison; Genentech; European Academy of Allergy and Clinical Immunology; Servier; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Glasgow; Food Standards Agency; China Scholarship Council; Institute of Science and Technology Austria; Immune Tolerance Network; Canadian Thoracic Society; Regeneron Pharmaceuticals; American Academy of Allergy Asthma and Immunology; University College Cork; Sunovion; Université Laval; Imperial College Healthcare NHS Trust; GlaxoSmithKline; Imperial College London; National Science Foundation; European Commission; Danone; University of Sharjah; Medical Research Council; Teva Pharmaceutical Industries; Sanofi; Allergan; AstraZeneca; European Respiratory Society; Amgen; Pfizer","keywords":"Asthma; Medicine; Grading (engineering); Health care; Allergy; Family medicine; Clinical Practice; European union; Health professionals; Inhaled corticosteroids; Pediatrics; Immunology; Political science; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0006147851,0.0001488645,0.000523963,0.0001997308,0.00004402542,0.00001509145,0.0000479615,0.0003241944,0.0002639869],"category_scores_gemma":[0.0001355885,0.0001096942,0.00009678937,0.00009823526,0.0001113334,0.0001751963,0.00005135994,0.0005889891,0.000007803095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002440329,"about_ca_system_score_gemma":0.00004829564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001074593,"about_ca_topic_score_gemma":0.00001227919,"domain_scores_codex":[0.9986217,0.0001901651,0.0006797973,0.0001203232,0.0001398812,0.0002481595],"domain_scores_gemma":[0.9991145,0.0002136168,0.0002834839,0.00009210328,0.00008781735,0.0002084936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03381627,0.005988405,0.3172045,0.0001011423,0.01322037,0.002391209,0.009741118,0.00002518488,0.002072039,0.01383709,0.006080905,0.5955217],"study_design_scores_gemma":[0.004521146,0.003277387,0.9723532,0.00008325498,0.00003750151,0.001205642,0.0003872679,0.00005333731,0.000007195731,0.0001367111,0.01783427,0.0001031011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860767,0.01057201,0.000004580423,0.00215789,0.0005165073,0.00007907909,0.000001703848,0.00000491707,0.0005865818],"genre_scores_gemma":[0.9363105,0.06212731,0.00007565265,0.0006227062,0.0006706153,5.882985e-7,0.000006026517,0.00001319859,0.0001734028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6551487,"threshold_uncertainty_score":0.44732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163776272093719,"score_gpt":0.3261806826682945,"score_spread":0.3045429199473573,"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."}}