{"id":"W4413790539","doi":"10.1007/978-3-031-89191-5_15","title":"In Office Polypectomy for Recalcitrant Chronic Sinusitis with Polyposis (CRSwNP) Patients","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polypectomy; Medicine; Chronic sinusitis; Dermatology; Sinusitis; Nasal polyps; Surgery; Internal medicine; Colonoscopy; Colorectal cancer; Cancer","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":[0.0001668643,0.0002231962,0.0001842629,0.0002725394,0.0003770618,0.0004838509,0.000221325,0.0005832273,0.01473803],"category_scores_gemma":[0.0004330245,0.00008949711,0.0002083411,0.0001855443,0.0001561249,0.0003934021,0.0003630039,0.0006382731,0.0026139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597862,"about_ca_system_score_gemma":0.0003648465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006769,"about_ca_topic_score_gemma":0.005690379,"domain_scores_codex":[0.9999431,0.00001400216,0.000004234983,0.000006163076,0.00001823294,0.00001419059],"domain_scores_gemma":[0.9999275,0.0000366002,0.000007845933,0.000002147904,0.000003408266,0.00002235371],"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":[0.0002216886,0.0004206899,0.01677463,0.0005709242,0.00001681245,0.02788302,0.001080856,0.0004135179,0.00240514,0.004685115,0.1549813,0.7905463],"study_design_scores_gemma":[0.0000726424,0.0009638324,0.09862952,0.001480706,0.00004211756,0.1744684,0.002967478,0.0007305825,0.001278026,0.006149062,0.7131719,0.00004574845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1044378,0.1558359,0.007669571,0.01715314,0.006202408,0.0001917993,0.0005292867,0.0003807977,0.7075993],"genre_scores_gemma":[0.3803705,0.1360862,0.01541042,0.01665833,0.00818461,0.0002387007,0.0008340114,0.0001782843,0.442039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01473803,"threshold_uncertainty_score":0.04930359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028232950384544,"score_gpt":0.2504125610316918,"score_spread":0.2401302315278464,"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."}}