{"id":"W1915729731","doi":"10.1002/alr.21458","title":"Longitudinal improvement and stability of the SNOT‐22 survey in the evaluation of surgical management for chronic rhinosinusitis","year":2014,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Chronic rhinosinusitis; Sinusitis; Quality of life (healthcare); Cohort; Prospective cohort study; Endoscopic sinus surgery; Cohort study; Analysis of variance; Internal medicine; Physical therapy; 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":[0.003060068,0.0002660075,0.0003838877,0.0006277128,0.0003512885,0.0005302234,0.0003138476,0.0003049192,0.0005861502],"category_scores_gemma":[0.005806484,0.0001572543,0.0004697255,0.0006743155,0.0002373115,0.0004451544,0.0005146563,0.0004830714,0.0002027185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656203,"about_ca_system_score_gemma":0.0004231546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287295,"about_ca_topic_score_gemma":0.003913254,"domain_scores_codex":[0.9985176,0.0005729736,0.0001974421,0.0001696758,0.0004045394,0.0001377238],"domain_scores_gemma":[0.9963773,0.0005559778,0.00190237,0.0001481165,0.000640081,0.0003761766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001259958,0.00004554575,0.9982969,0.00000688027,0.00002928805,0.00001654611,0.00004825864,0.00002266026,0.0001213693,0.000001756286,0.00004550798,0.001239212],"study_design_scores_gemma":[0.000006559844,0.0002642762,0.9993823,0.000003133222,0.00001296411,0.00007114389,0.00005114567,0.00008717363,0.00004811298,0.000002383266,0.00006870048,0.000002052091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993525,0.0001334022,0.00006509127,0.00001828442,0.000004867967,0.00002225707,0.0001901365,0.000002629863,0.000210841],"genre_scores_gemma":[0.9992716,0.00006193384,0.0001184595,0.00001422882,0.000007568523,0.00002896702,0.0004398419,0.000001062929,0.00005638001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003060068,"threshold_uncertainty_score":0.01618338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04616365845095506,"score_gpt":0.3276576569421495,"score_spread":0.2814939984911944,"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."}}