{"id":"W193019112","doi":"","title":"Association between urinary diversion and quality of life after radical cystectomy.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cystectomy; Medicine; Urinary diversion; Bladder cancer; Urology; Quality of life (healthcare); Urinary system; Ureterostomy; Surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005391149,0.0001350971,0.0001985595,0.0002753266,0.0001517583,0.0003066068,0.0001895878,0.0002542075,0.001541358],"category_scores_gemma":[0.002898332,0.00007709146,0.0003240952,0.0003225407,0.000203663,0.0001954429,0.0002145516,0.0003710238,0.00009609856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253742,"about_ca_system_score_gemma":0.0002436474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016199,"about_ca_topic_score_gemma":0.001469378,"domain_scores_codex":[0.999721,0.00008402723,0.00002785087,0.00004874732,0.00006029665,0.00005801162],"domain_scores_gemma":[0.9977559,0.0004762546,0.001262045,0.00005725107,0.0001225777,0.0003258602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006277831,0.00002374075,0.9981902,0.00001356509,0.00004595211,0.00004207768,0.00001532958,0.00002936977,0.00009296314,0.000002935083,0.00005336555,0.001427692],"study_design_scores_gemma":[0.000004923995,0.0001356112,0.9993837,0.000004752923,0.00001424547,0.0002644404,0.00002040593,0.00005154649,0.00003574378,0.000004551619,0.00007860119,0.000001519601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989467,0.0006343342,0.0000358066,0.00005603491,0.000006530389,0.000005955986,0.0001571947,0.000002399497,0.0001549272],"genre_scores_gemma":[0.9996766,0.00007862633,0.00003033912,0.00001603106,0.00000665569,0.000003052912,0.0001428336,3.627337e-7,0.00004551636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001541358,"threshold_uncertainty_score":0.005156338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222044109960909,"score_gpt":0.2589625919798843,"score_spread":0.2267421508802752,"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."}}