{"id":"W2928958914","doi":"10.1111/all.13805","title":"2019 ARIA Care pathways for allergen immunotherapy","year":2019,"lang":"en","type":"review","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Impact","funders":"European Academy of Allergy and Clinical Immunology; National Institute of Allergy and Infectious Diseases; European Commission; American Heart Association; Sanofi; Teva Pharmaceutical Industries; Mylan; World Health Organization; AstraZeneca","keywords":"Allergen immunotherapy; Medicine; Allergen; Immunotherapy; Immunology; Allergy; Immune system","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001152049,0.0005505643,0.002174658,0.0001726719,0.00009707401,0.00003566539,0.0002146427,0.0006549647,0.0005107615],"category_scores_gemma":[0.00003816664,0.000435543,0.001066711,0.000148029,0.00003070004,0.0000518143,0.00004838006,0.0002747239,0.0004110619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000183028,"about_ca_system_score_gemma":0.0006796677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004463265,"about_ca_topic_score_gemma":0.00001930259,"domain_scores_codex":[0.9978692,0.00007724291,0.0007370568,0.0006072948,0.0002927748,0.0004164121],"domain_scores_gemma":[0.9982755,0.0001476438,0.0003752812,0.0007983583,0.0002804067,0.0001228478],"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":[0.00006315904,0.00005565452,2.90621e-7,0.007465926,0.001391909,0.00002914363,0.0003645203,0.000003077989,0.000004002536,0.003411531,0.03216761,0.9550432],"study_design_scores_gemma":[0.001235574,0.0003263006,0.000004993783,0.004534764,0.0003463824,0.00008994502,0.00006563823,0.00002313809,0.000001023511,0.00006020753,0.9928676,0.0004444341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002861618,0.9838318,0.000384092,0.00005694707,0.001258132,0.002335992,0.0002003343,0.0001000179,0.01182984],"genre_scores_gemma":[0.000007072645,0.9819316,0.0007678635,0.0003349101,0.000829441,0.000177929,0.007708213,0.0002154092,0.008027594],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9607,"threshold_uncertainty_score":0.9998096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06421274742066894,"score_gpt":0.3281990817720585,"score_spread":0.2639863343513896,"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."}}