{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004556827,0.0008759575,0.001909287,0.003687259,0.0005554956,0.002019503,0.002750968,0.004551693,0.0083122],"category_scores_gemma":[0.005008169,0.0004261155,0.002412469,0.002759984,0.0007325219,0.002438058,0.001996126,0.003846054,0.004230247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478315,"about_ca_system_score_gemma":0.006139872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015813,"about_ca_topic_score_gemma":0.002538694,"domain_scores_codex":[0.9981988,0.0003703848,0.0005135699,0.0001781673,0.0005646506,0.0001744022],"domain_scores_gemma":[0.9969908,0.001308567,0.0004717575,0.00009267547,0.0009206206,0.0002156317],"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":[0.0002329838,0.00007755198,0.0001522117,0.04020238,0.0001834802,0.0003651136,0.0001251473,0.0002718325,0.001332601,0.01161989,0.2518042,0.6936326],"study_design_scores_gemma":[0.00004063576,0.00004228882,0.0003238831,0.0194417,0.0001364064,0.0003911847,0.00003615443,0.00003046426,0.0001705953,0.001528055,0.977849,0.000009736079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001313076,0.9814233,0.0003379018,0.008691644,0.004126739,0.00004812127,0.0002467474,0.00002524451,0.004969007],"genre_scores_gemma":[0.001522159,0.9798008,0.001321902,0.01102485,0.001434749,0.0001282512,0.0006323339,0.00001746103,0.004117476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0083122,"threshold_uncertainty_score":0.02780706,"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."}}