{"id":"W1950295975","doi":"10.5489/cuaj.2559","title":"Clinical benefits of tubeless umbilical cutaneous ureterostomy","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ureterostomy; Urinary diversion; Cystectomy; Surgery; Hydronephrosis; Stoma (medicine); Urinary system; Laparotomy; Upper urinary tract; Bladder cancer; Urology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002651395,0.0003041467,0.0002453101,0.0002609327,0.0001562144,0.0003217143,0.0001909337,0.0003799043,0.002345785],"category_scores_gemma":[0.001255822,0.00006225675,0.0002376994,0.0001570744,0.0002792072,0.0002564887,0.0002506569,0.0002343931,0.0001701125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142069,"about_ca_system_score_gemma":0.0002436769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001489691,"about_ca_topic_score_gemma":0.0003018254,"domain_scores_codex":[0.9997804,0.00008281216,0.00002332343,0.00002853341,0.00005544602,0.00002949263],"domain_scores_gemma":[0.9995713,0.0001083188,0.0001170307,0.00002729982,0.00003555783,0.0001405378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007374595,0.00227647,0.4500621,0.001061488,0.000344252,0.02178947,0.0002302364,0.001619951,0.04248907,0.0005300562,0.00196592,0.4702566],"study_design_scores_gemma":[0.001058037,0.04173114,0.6265204,0.0005165471,0.0005889125,0.2922089,0.000349017,0.002834017,0.02104541,0.0005917466,0.01247941,0.00007645339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892333,0.004997282,0.001568196,0.0002325331,0.00007026054,0.00004500995,0.0000703818,0.00003628864,0.00374677],"genre_scores_gemma":[0.9981273,0.0005678769,0.0009140363,0.00006565295,0.00007938161,0.000008962862,0.00004497409,0.000002550414,0.0001893659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002345785,"threshold_uncertainty_score":0.007847369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04261237558319383,"score_gpt":0.3003868583988517,"score_spread":0.2577744828156578,"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."}}