{"id":"W3139127912","doi":"10.1186/s40463-021-00493-2","title":"Canadian Rhinology Working Group consensus statement: Biologic therapies for chronic rhinosinusitis","year":2021,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Centre Hospitalier de l’Université de Montréal; McGill University; McMaster University; Western University; University of Toronto; Dalhousie University; University of Ottawa; University of Manitoba; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Medicine; Rhinology; Chronic rhinosinusitis; Infliximab; Delphi method; Population; Placebo; Nice; Internal medicine; Physical therapy; Family medicine; Disease; Alternative medicine; Surgery; Pathology; Otorhinolaryngology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04615202,0.002123723,0.002742736,0.005948808,0.005056991,0.003948232,0.01076155,0.01277388,0.00701405],"category_scores_gemma":[0.05715462,0.001123933,0.00338139,0.005387043,0.004160388,0.002279014,0.004723581,0.009901167,0.004667333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02342457,"about_ca_system_score_gemma":0.1646357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2772297,"about_ca_topic_score_gemma":0.2674512,"domain_scores_codex":[0.9526691,0.01146954,0.008250602,0.001718787,0.02267407,0.003217778],"domain_scores_gemma":[0.8894464,0.0106272,0.00718547,0.001799685,0.07932978,0.01161155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000178727,0.0001046304,0.001748307,0.006003843,0.0001143338,0.0005233138,0.0005781744,0.0007943228,0.0008351592,0.002871551,0.8701111,0.1161366],"study_design_scores_gemma":[0.0002462525,0.00009702806,0.006991186,0.01385748,0.0002227124,0.001249616,0.0009764304,0.0004337781,0.0006004892,0.003986793,0.971215,0.0001233496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00398309,0.207564,0.01564749,0.6393918,0.06174101,0.006797733,0.00752912,0.0003964131,0.05694938],"genre_scores_gemma":[0.08644152,0.3341575,0.1767181,0.2482994,0.03127589,0.01435139,0.03662087,0.0007999812,0.07133538],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7227703,"threshold_uncertainty_score":0.5512321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740351114278007,"score_gpt":0.2873190747645721,"score_spread":0.2499155636217921,"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."}}