{"id":"W3205951205","doi":"10.1177/19458924211046719","title":"Cystic Fibrosis Increases Long-Term Revision Rates of Endoscopic Sinus Surgery in Patients With Comorbid Chronic Rhinosinusitis","year":2021,"lang":"en","type":"article","venue":"American Journal of Rhinology and Allergy","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Center for Research Resources; National Cancer Institute","keywords":"Medicine; Hazard ratio; Confidence interval; Odds ratio; Internal medicine; Cystic fibrosis; Cohort; Logistic regression; Population; Proportional hazards model; Surgery; Nasal polyps","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009869706,0.0001287158,0.0006978348,0.0002505257,0.00004586619,0.000008365149,0.00005130728,0.00004903386,0.0001910572],"category_scores_gemma":[0.0001594325,0.0001009467,0.00008591525,0.0003048769,0.0003658821,0.00009905034,0.00003181809,0.0002083048,0.000001260888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000550505,"about_ca_system_score_gemma":0.0003577232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001403612,"about_ca_topic_score_gemma":0.00009957275,"domain_scores_codex":[0.9988679,0.0001774358,0.0004547994,0.0001489285,0.0001619688,0.0001889366],"domain_scores_gemma":[0.9985989,0.0004490431,0.0004360122,0.000136806,0.000269471,0.000109717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005201805,0.0003269635,0.9775247,0.00005769774,0.0001907591,0.001046835,0.00005155179,0.000004062753,0.0006250457,0.00003031573,0.0001399595,0.01948192],"study_design_scores_gemma":[0.001893549,0.002489668,0.9920225,0.00121804,0.0000819917,0.001051379,0.00006945885,0.000002295582,0.001024031,0.00000673522,0.00005575325,0.00008465682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952451,0.004350665,0.00004406323,0.0001880558,0.0000708177,0.00005807972,0.00001433624,0.000004572426,0.0000243254],"genre_scores_gemma":[0.9979768,0.00137663,0.000319282,0.0001933202,0.00005685427,0.000001047667,0.00004793461,0.00001084047,0.00001723456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01939726,"threshold_uncertainty_score":0.4116486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00915504477470563,"score_gpt":0.2533472696273643,"score_spread":0.2441922248526587,"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."}}