{"id":"W2025874220","doi":"10.1016/j.ejso.2013.09.016","title":"Diabetes mellitus without metformin intake is associated with worse oncologic outcomes after radical nephroureterectomy for upper tract urothelial carcinoma","year":2013,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Metformin; Medicine; Proportional hazards model; Diabetes mellitus; Internal medicine; Cancer; Urology; Retrospective cohort study; Oncology; Gastroenterology; Endocrinology","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":[0.001352239,0.0003608861,0.0009274894,0.0001130346,0.00008180264,0.00005540769,0.0004071904,0.0002265152,0.0007246486],"category_scores_gemma":[0.0001830659,0.0002309271,0.0005054847,0.0001107487,0.0003312371,0.00003037157,0.00008451103,0.0004244788,0.00003344075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008979507,"about_ca_system_score_gemma":0.0002720254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003278067,"about_ca_topic_score_gemma":0.000005237975,"domain_scores_codex":[0.9969468,0.0009189012,0.0008356299,0.0003745464,0.0002901405,0.0006339648],"domain_scores_gemma":[0.9981219,0.0002474351,0.0006230182,0.0002501092,0.0003777773,0.0003797867],"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":[0.005089928,0.002199155,0.247938,0.00006860398,0.002087621,0.001576456,0.0007428917,0.00002339419,0.008219978,0.00004973775,0.02772694,0.7042773],"study_design_scores_gemma":[0.007351961,0.004539296,0.04654966,0.00003733945,0.0002403065,0.0001894141,0.00006586553,0.00001460307,0.004015481,0.00004234544,0.9365941,0.0003596458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976099,0.02065307,0.0001231317,0.0005111317,0.0006017793,0.0004199813,0.00003827575,0.00001172843,0.001541866],"genre_scores_gemma":[0.9897329,0.003981931,0.00173796,0.00262441,0.001332712,0.00005655338,0.00002895011,0.00007460594,0.000429974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9088671,"threshold_uncertainty_score":0.9416933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454626941976554,"score_gpt":0.2576330631646285,"score_spread":0.243086793744863,"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."}}