{"id":"W2062583323","doi":"10.1016/j.juro.2008.11.111","title":"Associations Between Comorbidity, and Overall Survival and Bladder Cancer Specific Survival After Radical Cystectomy: Results From the Alberta Urology Institute Radical Cystectomy Database","year":2009,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Solar Energy Technologies Office","keywords":"Cystectomy; Medicine; Bladder cancer; Comorbidity; Urology; Urinary diversion; Database; Oncology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007775238,0.0001864992,0.000329974,0.001505881,0.0004146063,0.0006575008,0.0004963528,0.0002012203,0.0009123324],"category_scores_gemma":[0.003837362,0.0001488128,0.0003377069,0.002884701,0.0002173073,0.0002198261,0.0007255663,0.000273639,0.00008507234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629865,"about_ca_system_score_gemma":0.00282901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5112809,"about_ca_topic_score_gemma":0.6564633,"domain_scores_codex":[0.9991986,0.0001337601,0.00007214899,0.00009880227,0.0003715306,0.0001251377],"domain_scores_gemma":[0.9974226,0.0004413582,0.0009862182,0.0001283956,0.0006057989,0.0004157266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003905624,0.000006449195,0.9986783,0.000009961967,0.00003803989,0.00001434083,0.00002971803,0.00005100918,0.00003088186,0.000006201048,0.0001737482,0.0009223125],"study_design_scores_gemma":[0.000002606086,0.000005950077,0.9996254,0.000005202852,0.00001728705,0.00002975325,0.00004671096,0.0001414272,0.00001166904,0.00000403168,0.0001079965,0.000001914685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953139,0.000503034,0.00005119196,0.00006049302,0.000002984143,0.00001001268,0.003733872,0.000004621874,0.000319915],"genre_scores_gemma":[0.995302,0.0002001165,0.00008970783,0.00002355529,0.000004751992,0.000005908415,0.004262307,0.000001266295,0.000110287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5112809,"threshold_uncertainty_score":0.9831945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742191039404347,"score_gpt":0.3008359249399178,"score_spread":0.2634140145458743,"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."}}