{"id":"W2062038545","doi":"10.1159/000353091","title":"Radical Cystectomy in the Elderly: National Trends and Disparities in Perioperative Outcomes and Quality of Care","year":2013,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Propensity score matching; Perioperative; Adverse effect; Bladder cancer; Emergency medicine; Surgery; Internal medicine; Urology; Cancer","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":[0.0001313391,0.00007667902,0.0001787002,0.0001215225,0.00001790059,0.00001804285,0.00005420853,0.00004668744,0.0001516268],"category_scores_gemma":[0.0001133385,0.00004664413,0.00002706145,0.00007256491,0.0001413411,0.00007813916,0.00002254138,0.0001031957,0.000001118858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004357454,"about_ca_system_score_gemma":0.00003222862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003917654,"about_ca_topic_score_gemma":0.001041971,"domain_scores_codex":[0.9992763,0.00008341119,0.0001983339,0.0001288005,0.0002389775,0.00007413399],"domain_scores_gemma":[0.9996099,0.0001877998,0.00003677495,0.00005530089,0.00008953582,0.00002063604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007274262,0.00006899462,0.9884313,0.00002209245,0.00003551432,0.000003128521,0.002052305,0.000001508238,0.00005164412,0.006355166,0.00006234674,0.002843309],"study_design_scores_gemma":[0.002005083,0.0002629158,0.9963864,0.00001415419,0.000008294382,0.000009535018,0.0005371457,0.00005130502,0.00004986421,0.000406758,0.000227,0.00004151359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874833,0.0005030957,0.000005239037,0.006741988,0.00002801724,0.0001715986,0.00005096958,0.000005146052,0.005010603],"genre_scores_gemma":[0.9986888,0.00002797985,0.00008750454,0.0008276245,0.00001903236,0.0001040746,0.00003626267,0.00000342545,0.0002053554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112054,"threshold_uncertainty_score":0.5922347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131895262858616,"score_gpt":0.3378492547582788,"score_spread":0.3065303021296927,"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."}}