{"id":"W4402347198","doi":"10.1007/s11882-024-01175-5","title":"Extent of Endoscopic Sinus Surgery in Chronic Rhinosinusitis: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Current Allergy and Asthma Reports","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Chronic rhinosinusitis; Medicine; Meta-analysis; Endoscopic sinus surgery; Sinusitis; Allergy; Functional endoscopic sinus surgery; Rhinology; Chronic sinusitis; Nasal polyps; Systematic review; Dermatology; Surgery; MEDLINE; Intensive care medicine; Internal medicine; Otorhinolaryngology; Immunology; Biology","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":[0.005348814,0.002253154,0.01554695,0.003943942,0.0005915251,0.002766589,0.001927749,0.002332014,0.003856862],"category_scores_gemma":[0.01185548,0.001750936,0.02831386,0.005564096,0.000866693,0.00204284,0.002041225,0.001917154,0.0003159263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666957,"about_ca_system_score_gemma":0.002326572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007201642,"about_ca_topic_score_gemma":0.02625202,"domain_scores_codex":[0.9957283,0.001344912,0.001462487,0.0007251382,0.0004987237,0.0002403026],"domain_scores_gemma":[0.9928018,0.004765039,0.001572554,0.0002436779,0.0004537791,0.0001632153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002356644,0.0000417397,0.01000426,0.3678303,0.607173,0.0001910647,0.0001497308,0.000326023,0.000358088,0.00008479598,0.0005257293,0.01095872],"study_design_scores_gemma":[0.0006372731,0.0001558454,0.008490576,0.01608732,0.9730458,0.0001063209,0.00008916489,0.00008565684,0.00006522086,0.000097451,0.00110567,0.00003374578],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006452852,0.9926851,0.0002009297,0.00007387653,0.00009706109,0.00007605745,0.0002680932,0.00001190747,0.0001340785],"genre_scores_gemma":[0.2071367,0.7894605,0.001319747,0.0008114994,0.0002257335,0.0002691587,0.0004390437,0.00002159899,0.0003160975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01554695,"threshold_uncertainty_score":0.02828759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08122522562144205,"score_gpt":0.3657949548485583,"score_spread":0.2845697292271163,"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."}}