{"id":"W3005297699","doi":"10.1016/j.urolonc.2020.01.004","title":"Prognostic value of the systemic inflammation modified Glasgow prognostic score in patients with upper tract urothelial carcinoma (UTUC) treated with radical nephroureterectomy: Results from a large multicenter international collaboration","year":2020,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Proportional hazards model; Cohort; Internal medicine; Retrospective cohort study; Oncology; Logistic regression; Perioperative; Cancer; Urology; 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":[0.001946959,0.0003979215,0.0006419527,0.0007604499,0.0004018678,0.0009964848,0.0004941344,0.0005546208,0.0003752309],"category_scores_gemma":[0.004086973,0.0001951792,0.0006883092,0.001738703,0.00043729,0.0004577973,0.0007723056,0.0004890197,0.0000857818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004693253,"about_ca_system_score_gemma":0.0006344235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598845,"about_ca_topic_score_gemma":0.005222223,"domain_scores_codex":[0.9989727,0.000448286,0.0001018683,0.0002231154,0.0001507884,0.0001033675],"domain_scores_gemma":[0.9972394,0.0005374325,0.001286735,0.0001921617,0.0003456209,0.0003987405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007956866,0.00005368836,0.9965377,0.00001908648,0.0003539317,0.00002208583,0.00007699162,0.00008053377,0.000227892,0.00001014511,0.0001795099,0.001642681],"study_design_scores_gemma":[0.00009210171,0.0001656976,0.9989066,0.00000719264,0.0002261088,0.00006547584,0.0001228446,0.0001519541,0.00007766725,0.00001775174,0.0001596227,0.00000708504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998414,0.000663724,0.00006176684,0.00009358001,0.00001300578,0.0000126952,0.0005214872,0.000002354924,0.0002174282],"genre_scores_gemma":[0.9988891,0.0001960241,0.0000845887,0.00004409392,0.00002651319,0.00001230871,0.0006931,0.000001835205,0.00005242753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003598845,"threshold_uncertainty_score":0.01029658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138919710682282,"score_gpt":0.2453229369827587,"score_spread":0.2314309659145305,"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."}}