{"id":"W2892953206","doi":"10.1016/j.jaci.2018.08.049","title":"Allergic Rhinitis and its Impact on Asthma (ARIA) Phase 4 (2018): Change management in allergic rhinitis and asthma multimorbidity using mobile technology","year":2018,"lang":"en","type":"review","venue":"Journal of Allergy and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; SickKids Foundation; McMaster University; Impact","funders":"EIT Health; I.M. Sechenov First Moscow State Medical University; Akershus Universitetssykehus; University of Cape Town; Medizinischen Hochschule Hannover; Nova Southeastern University; Austrian Science Fund; National University of Singapore; National Institute for Health and Care Research; Medical Research Council; Universität Wien; University of Cyprus; Institut National de la Santé et de la Recherche Médicale; Karolinska Institutet; University of North Carolina at Chapel Hill; Universidade de São Paulo; European Commission; McMaster University; Cyprus University of Technology","keywords":"Asthma; Medicine; Guideline; Socioeconomic status; Multimorbidity; Disease management; Self-management; Disease; Physical therapy; Family medicine; Chronic disease; Environmental health; Immunology; Internal medicine; Population; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001349817,0.00068195,0.001584809,0.001866564,0.0002446787,0.001035276,0.0006552191,0.001145804,0.003412028],"category_scores_gemma":[0.001774029,0.0002367088,0.001373749,0.001658509,0.000277756,0.0008929436,0.0007547048,0.001539783,0.0005439633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007363847,"about_ca_system_score_gemma":0.002353704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003978878,"about_ca_topic_score_gemma":0.007343661,"domain_scores_codex":[0.9995647,0.00008021377,0.00009852809,0.0000645168,0.0001498359,0.00004227453],"domain_scores_gemma":[0.9990745,0.0004654431,0.0001865367,0.00001371301,0.0002023015,0.0000575253],"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":[0.0001330278,0.0001410866,0.001005449,0.06141411,0.0004905763,0.0000741075,0.00008121399,0.0001546352,0.0003796803,0.0008549189,0.01307879,0.9221923],"study_design_scores_gemma":[0.0003756147,0.0009316945,0.02637196,0.1349294,0.006654565,0.002111894,0.0005472886,0.0004273752,0.001002829,0.001713444,0.8248444,0.0000895272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001606617,0.9991415,0.00002732003,0.0002075872,0.000158466,0.000009460433,0.0000230092,0.000002823207,0.0002692058],"genre_scores_gemma":[0.001877372,0.997297,0.0001578414,0.0002694582,0.0001759626,0.00001245858,0.00003252046,7.125326e-7,0.0001767371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003978878,"threshold_uncertainty_score":0.01141441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023828044211386,"score_gpt":0.4195890501539571,"score_spread":0.3172062457328185,"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."}}