{"id":"W3165649735","doi":"10.1111/all.14957","title":"Technical standards in allergen exposure chambers worldwide – an EAACI Task Force Report","year":2021,"lang":"en","type":"article","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; Inflamax Research (Canada); Kingston Health Sciences Centre; Robarts Clinical Trials; Providence Health Care; Kingston General Hospital","funders":"European Academy of Allergy and Clinical Immunology","keywords":"Medicine; Allergy; Allergen immunotherapy; Clinical trial; Asthma; Allergen; Task force; Immunology; Clinical immunology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000413938,0.0001908198,0.0003973433,0.00008526453,0.00008174591,0.00003475562,0.00007278389,0.0001961479,0.0007015808],"category_scores_gemma":[0.0003372872,0.0001855781,0.0001073962,0.0003600717,0.00006717066,0.0001353562,0.00006319079,0.0002511438,0.0000096177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748156,"about_ca_system_score_gemma":0.0005785966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000917959,"about_ca_topic_score_gemma":0.003659098,"domain_scores_codex":[0.9978988,0.0000840294,0.0005520118,0.0005020589,0.0006210594,0.0003420042],"domain_scores_gemma":[0.998673,0.00003489902,0.0001047598,0.0006039155,0.0003660132,0.0002173716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004655525,0.005756875,0.05922982,0.0004581348,0.002204653,0.3594385,0.01382286,0.007332887,0.2426782,0.03090674,0.1875701,0.08594566],"study_design_scores_gemma":[0.006764764,0.0009693846,0.1648326,0.0004631457,0.00007777516,0.01237128,0.001495778,0.003081335,0.004673841,0.001375485,0.8028672,0.001027461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986807,0.001408179,0.003670209,0.006124629,0.0005701132,0.0004552556,0.00003096694,0.0002799059,0.08877998],"genre_scores_gemma":[0.9867456,0.000509546,0.003196376,0.001195703,0.0002021593,0.00002149887,0.000700578,0.0000492272,0.0073793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6152971,"threshold_uncertainty_score":0.7681819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258613461660243,"score_gpt":0.2798236375561745,"score_spread":0.2672375029395721,"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."}}