{"id":"W2171610349","doi":"10.5489/cuaj.840","title":"Determining when to recommend continent urinary diversion","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Urinary diversion; Medicine; Bladder cancer; Quality of life (healthcare); Urinary system; Comorbidity; Perioperative; Surgery; Disease; Intensive care medicine; 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":[0.005299974,0.0005398376,0.001410365,0.002414394,0.001827061,0.003750489,0.002587595,0.004088417,0.03055504],"category_scores_gemma":[0.04361755,0.0003797505,0.0009859796,0.001276441,0.000891573,0.006279914,0.001477962,0.004015147,0.01170571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123843,"about_ca_system_score_gemma":0.005269006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004481374,"about_ca_topic_score_gemma":0.01455527,"domain_scores_codex":[0.9961025,0.001313332,0.0008364262,0.0003340003,0.001097736,0.0003159505],"domain_scores_gemma":[0.9848735,0.004440773,0.001643414,0.0003337958,0.005912056,0.002796363],"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":[0.0004935865,0.000621004,0.1395669,0.002443685,0.0002564143,0.001540893,0.0006393651,0.0009160482,0.0005284152,0.003060912,0.3893967,0.4605362],"study_design_scores_gemma":[0.00107921,0.001352566,0.1924438,0.04549462,0.001205795,0.008816209,0.01420216,0.009755281,0.00219843,0.05742879,0.6654041,0.0006190924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08982977,0.1652739,0.0190639,0.569661,0.01721836,0.002562747,0.005116893,0.001001958,0.1302715],"genre_scores_gemma":[0.6499811,0.1118668,0.09288119,0.1005728,0.02206577,0.002803865,0.005868279,0.0005651033,0.01339518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03055504,"threshold_uncertainty_score":0.1022168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854093138055328,"score_gpt":0.2411488256942874,"score_spread":0.2226078943137342,"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."}}