{"id":"W4221048779","doi":"10.1016/j.waojou.2022.100638","title":"Dupilumab: An emerging therapy in allergic fungal rhinosinusitis","year":2022,"lang":"en","type":"article","venue":"World Allergy Organization Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dupilumab; Medicine; Chronic rhinosinusitis; Asthma; Concomitant; Omalizumab; Dermatology; Disease; Benralizumab; Sinusitis; Immunology; Internal medicine; Eosinophil; Immunoglobulin E; Mepolizumab; Antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003062194,0.0001577423,0.0002305943,0.0007159252,0.000812283,0.00008086092,0.000166019,0.00003229186,0.03083181],"category_scores_gemma":[0.00003938569,0.0001629749,0.00006398257,0.001847935,0.00002817583,0.0002740902,0.00006315314,0.0006320886,0.00002506685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858239,"about_ca_system_score_gemma":0.0002609587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003079453,"about_ca_topic_score_gemma":0.0001908464,"domain_scores_codex":[0.9983667,0.0002025997,0.000418519,0.000233314,0.0004907664,0.0002880825],"domain_scores_gemma":[0.9991743,0.00002428337,0.000160087,0.00018912,0.0002291844,0.0002230343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009876955,0.004328483,0.7848688,0.00002299065,0.0008023679,0.008257758,0.01211538,0.01549955,0.04350322,0.01416394,0.09126241,0.02418734],"study_design_scores_gemma":[0.004902599,0.0006610368,0.9259368,0.0000430915,0.00001846117,0.005527539,0.001248123,0.0004646003,0.0005892102,0.0001718114,0.06008561,0.0003511191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935883,0.0004803535,0.0002749372,0.002999009,0.0006339009,0.0001615907,0.000009105767,0.00008883726,0.001764004],"genre_scores_gemma":[0.9936016,0.0002072198,0.0003134938,0.002407236,0.0005084138,0.000008292032,0.0001610662,0.00006604972,0.002726608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141068,"threshold_uncertainty_score":0.9700541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036339501762879,"score_gpt":0.2701756943458675,"score_spread":0.2498122993282387,"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."}}