{"id":"W1972649200","doi":"10.1016/j.urology.2009.10.004","title":"A Population-based Assessment of Perioperative Mortality After Nephroureterectomy for Upper-tract Urothelial Carcinoma","year":2009,"lang":"en","type":"article","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Perioperative; Logistic regression; Cohort; Population; Internal medicine; Epidemiology; Urology; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007927219,0.0001570988,0.0003735002,0.00007866152,0.0000419006,0.000006582412,0.00004961285,0.0001125496,0.0003342077],"category_scores_gemma":[0.00002458355,0.0001275587,0.0001670964,0.00006405803,0.00004105711,0.00003992325,0.000005740951,0.0001021816,0.000002237982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007371006,"about_ca_system_score_gemma":0.0002635109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002225235,"about_ca_topic_score_gemma":0.00003667458,"domain_scores_codex":[0.9990613,0.00006102426,0.0002556534,0.0002619897,0.0001400196,0.0002199859],"domain_scores_gemma":[0.999451,0.00005810592,0.00007331955,0.000239673,0.00009977601,0.00007814523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001212532,0.0004617224,0.9945226,0.00003289568,0.00008071864,0.00002736821,0.0001714639,0.00005021567,0.001855777,0.0003456207,0.00003542351,0.001203702],"study_design_scores_gemma":[0.004069441,0.00357736,0.988034,0.000007101678,0.0002749306,0.00001567388,0.00001000644,0.001486879,0.001040033,0.0001163888,0.001268867,0.00009939059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939075,0.0001080548,0.002044057,0.001305117,0.0001720001,0.0009063367,0.0001279436,0.00002705654,0.001401918],"genre_scores_gemma":[0.9944845,0.000001836551,0.001530913,0.003350225,0.000228178,0.0001667953,0.0001227488,0.0000154916,0.00009935052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006488632,"threshold_uncertainty_score":0.5201693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009678331389972,"score_gpt":0.3422932639414007,"score_spread":0.322196480627501,"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."}}