{"id":"W3155191891","doi":"10.1016/j.anai.2021.04.012","title":"Comparing the nasal allergen challenge and environmental exposure unit models of allergic rhinitis","year":2021,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Allergen; Medicine; Dander; Allergy; Desensitization (medicine); Immunology; Asthma; Aeroallergen; House dust mite; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291461,0.001231124,0.000882913,0.000842719,0.000526669,0.0009243027,0.0009960647,0.001206491,0.00200326],"category_scores_gemma":[0.0007848223,0.0003966656,0.001100827,0.0003279999,0.001011817,0.001253859,0.0006016773,0.002531549,0.0004511026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009141589,"about_ca_system_score_gemma":0.001166342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844183,"about_ca_topic_score_gemma":0.003621536,"domain_scores_codex":[0.9981033,0.0007321591,0.000118551,0.0002459966,0.0003744941,0.0004256029],"domain_scores_gemma":[0.9989731,0.0002552368,0.0001414927,0.0002136586,0.0001180698,0.0002984548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03545092,0.02994342,0.008294527,0.0003103439,0.0001911875,0.0004940274,0.0003809292,0.001631177,0.9102454,0.001158114,0.0004573383,0.01144256],"study_design_scores_gemma":[0.002413299,0.3549158,0.09282446,0.0001161444,0.0008025588,0.001407123,0.001385636,0.00877827,0.5322601,0.001088778,0.003876502,0.0001313509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980214,0.0002999973,0.0005390237,0.00008667469,0.0001250697,0.0001290229,0.000115032,0.00001028593,0.0006735975],"genre_scores_gemma":[0.9944705,0.000631645,0.001374531,0.0001699062,0.0001302329,0.0003324294,0.0003994391,0.00001433885,0.002476939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00200326,"threshold_uncertainty_score":0.006829917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556837691860658,"score_gpt":0.2659066006501961,"score_spread":0.2102228314641303,"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."}}