{"id":"W2272762059","doi":"10.1111/coa.12623","title":"Pre‐treatment SNOT‐22 score predicts response to Endoscopic Polypectomy in Clinic (EPIC) our experience in 30 adults","year":2016,"lang":"en","type":"letter","venue":"Clinical Otolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Otorhinolaryngology; General surgery; EPIC; Head and neck surgery; Surgery","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":[0.0003926649,0.0002948702,0.0002931047,0.0002789534,0.0004698203,0.0006251256,0.0002363804,0.0006316687,0.001351091],"category_scores_gemma":[0.001822249,0.0002293929,0.0003045059,0.0002959836,0.0002625248,0.0003416217,0.0003429338,0.0004818724,0.0002846365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596668,"about_ca_system_score_gemma":0.0002699122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073913,"about_ca_topic_score_gemma":0.003237411,"domain_scores_codex":[0.9996691,0.00007846491,0.00004017177,0.00006493948,0.00004759378,0.00009984512],"domain_scores_gemma":[0.9992981,0.0002561376,0.0001054686,0.0000344931,0.00007169577,0.0002340693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001216058,0.00005293174,0.9891829,0.000008400014,0.00001054348,0.00688157,0.0001819552,0.00002448371,0.0003795649,0.00001377377,0.0002875137,0.002854722],"study_design_scores_gemma":[0.00002290957,0.0003960591,0.9634784,0.00001807538,0.00004266094,0.03393947,0.0008352643,0.000379761,0.0002235504,0.00005563723,0.0005979176,0.00001023704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988594,0.0001572234,0.00005222566,0.0001480454,0.00001209202,0.000005287428,0.00005205635,0.00000222897,0.0007113892],"genre_scores_gemma":[0.9994088,0.00008411299,0.00009739325,0.0001507605,0.00003456899,0.000003547691,0.00007971727,0.000001809897,0.0001392605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002073913,"threshold_uncertainty_score":0.00451982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915128649452896,"score_gpt":0.3832912906490958,"score_spread":0.3241400041545668,"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."}}