{"id":"W2946585587","doi":"10.1111/all.13875","title":"EUFOREA consensus on biologics for CRSwNP with or without asthma","year":2019,"lang":"en","type":"review","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":378,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Asthma; Nasal polyps; Allergy; Intensive care medicine; Dupilumab; Chronic cough; Immunology; Disease; Chronic rhinosinusitis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001370274,0.0004931357,0.002063625,0.0001404257,0.00007357726,0.00002262158,0.0001092864,0.0004805184,0.0001553374],"category_scores_gemma":[0.0001479709,0.0002586799,0.0003177399,0.0001632473,0.00008792934,0.0000138568,0.00002758918,0.000261923,0.0001334452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008987167,"about_ca_system_score_gemma":0.0005674958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001684922,"about_ca_topic_score_gemma":0.00005815022,"domain_scores_codex":[0.9982927,0.00007534505,0.0004980033,0.0005570087,0.0002301399,0.0003467897],"domain_scores_gemma":[0.9984296,0.0003478435,0.0003814857,0.0005132176,0.0002009106,0.0001269477],"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":[0.001345352,0.0002478197,0.00000471411,0.009054428,0.001520748,0.0002579022,0.00006366495,0.00001089511,4.369645e-7,0.004341108,0.02911808,0.9540349],"study_design_scores_gemma":[0.001398069,0.003372114,0.000004618515,0.008157664,0.000331023,0.0007184363,0.00002603971,0.0001446466,6.233962e-7,0.00001581242,0.9854713,0.0003596602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004068663,0.979841,0.0003694271,0.000287032,0.0004625098,0.00314195,0.0001346716,0.0001297153,0.01559299],"genre_scores_gemma":[0.00005124197,0.9789431,0.001937137,0.0006629096,0.0004332024,0.0001182082,0.001608248,0.0001207881,0.01612517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9563532,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269537696125698,"score_gpt":0.3648654857744566,"score_spread":0.2379117161618868,"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."}}