{"id":"W3103358055","doi":"10.1016/j.jaip.2020.11.017","title":"The Role of Biologics in Chronic Rhinosinusitis with Nasal Polyps","year":2020,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; Seventh Framework Programme; National Institutes of Health; Novartis; Fonds Wetenschappelijk Onderzoek; GlaxoSmithKline; Belgian Federal Science Policy Office; Sanofi; Allergopharma; Mylan; AstraZeneca","keywords":"Medicine; Endotype; Nasal polyps; Chronic rhinosinusitis; Asthma; Sinusitis; Disease; Surgery; Biomarker; Intensive care medicine; 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":[0.000968684,0.000307702,0.0006115731,0.0008738913,0.0005362843,0.001429664,0.0002835798,0.0007945994,0.001890078],"category_scores_gemma":[0.003528761,0.0001712112,0.0007254964,0.0005755844,0.0007630076,0.0007170024,0.0003801542,0.0009285113,0.0002750616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005479115,"about_ca_system_score_gemma":0.0008012883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432239,"about_ca_topic_score_gemma":0.002041025,"domain_scores_codex":[0.9992386,0.0002857423,0.0001017874,0.00005257663,0.0002022693,0.000118942],"domain_scores_gemma":[0.9977694,0.001097856,0.0006595125,0.00005841968,0.0001827769,0.0002320148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007218129,0.0009862654,0.55447,0.002512393,0.0009053855,0.01856422,0.0007714066,0.0006001944,0.009943772,0.003365443,0.003297983,0.3973648],"study_design_scores_gemma":[0.00106996,0.003758084,0.8819208,0.002208474,0.001691165,0.04773654,0.003045565,0.001511777,0.002032536,0.003363245,0.05159983,0.00006203896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4715345,0.5049356,0.0003313972,0.004599564,0.0006072667,0.00003181883,0.0001289015,0.00001378175,0.01781715],"genre_scores_gemma":[0.9499697,0.04709452,0.0004871231,0.0006112504,0.0009638327,0.00001640611,0.0000623665,0.00000418545,0.0007906182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001890078,"threshold_uncertainty_score":0.00632298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358276609268304,"score_gpt":0.3353246706179138,"score_spread":0.3117419045252307,"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."}}