{"id":"W2996829827","doi":"10.1111/all.14077","title":"Perspectives in allergen immunotherapy: 2019 and beyond","year":2019,"lang":"en","type":"review","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inflamax Research (Canada)","funders":"","keywords":"Allergen immunotherapy; Medicine; Asthma; Allergy; Allergen; Immunology; Allergic asthma; Clinical trial; Intensive care medicine; Pathology","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":[0.0001382536,0.0003624128,0.001574306,0.000272988,0.00003311781,0.00002426574,0.00009075946,0.0003671669,0.0004430568],"category_scores_gemma":[0.00002770589,0.0002909481,0.0002448065,0.0001956193,0.00005675121,0.00006369853,0.00005458521,0.0003332422,0.0001260351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191009,"about_ca_system_score_gemma":0.0002394986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008507876,"about_ca_topic_score_gemma":0.00004369565,"domain_scores_codex":[0.9984623,0.0001039512,0.0004765505,0.0004972082,0.0002022661,0.0002577853],"domain_scores_gemma":[0.999203,0.00008878136,0.0001778053,0.0003899041,0.00006375001,0.00007679104],"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":[0.00004514217,0.0001391688,0.000006528091,0.00229161,0.0009949233,0.0001315428,0.001543552,0.00000125406,0.000002359095,0.003840802,0.006047015,0.9849561],"study_design_scores_gemma":[0.0007746866,0.000126661,0.0001421785,0.002723125,0.00009873215,0.0001927852,0.0002416771,0.00001951587,8.49968e-8,0.0000609314,0.9953343,0.0002853398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004068683,0.9805089,0.00001048156,0.000199711,0.0002051388,0.0006996049,0.00001337479,0.00003178386,0.01829033],"genre_scores_gemma":[0.00003097442,0.9912674,0.0001805633,0.0001760727,0.000182549,0.00002328728,0.0003129073,0.00008636206,0.007739839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9892873,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811085517393947,"score_gpt":0.319158663132896,"score_spread":0.2810478079589565,"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."}}