{"id":"W2805258017","doi":"10.1016/j.euo.2018.03.005","title":"Systematic Review of Comorbidity and Competing-risks Assessments for Bladder Cancer Patients","year":2018,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Institute of Clinical and Translational Sciences; University of Texas Medical Branch","keywords":"Comorbidity; Medicine; Cystectomy; Bladder cancer; MEDLINE; Perioperative; Intensive care medicine; Risk assessment; Systematic review; Internal medicine; Cancer; Surgery","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":[0.01028708,0.001339448,0.007713758,0.004574446,0.0005289009,0.001690299,0.001632052,0.001607261,0.003001906],"category_scores_gemma":[0.05837423,0.001193119,0.02145844,0.005912184,0.0005808483,0.001292442,0.001576487,0.001658192,0.0001465013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173206,"about_ca_system_score_gemma":0.004930343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01716116,"about_ca_topic_score_gemma":0.05107543,"domain_scores_codex":[0.9822428,0.007925533,0.006437228,0.001561041,0.001479474,0.0003538794],"domain_scores_gemma":[0.9583281,0.03102606,0.007576711,0.001087482,0.001627841,0.0003537915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001849205,0.00002655058,0.01945471,0.5513296,0.4100501,0.0001108632,0.000182795,0.0003453804,0.0001227109,0.0001560816,0.001363415,0.01500862],"study_design_scores_gemma":[0.001809923,0.0003865394,0.03996578,0.1102296,0.8409685,0.0003838829,0.0001969443,0.000301046,0.0001006174,0.0004131109,0.005152062,0.00009196221],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01090531,0.9860815,0.0002869864,0.0002038445,0.000144237,0.0001810385,0.001971351,0.00001187261,0.0002139235],"genre_scores_gemma":[0.4099423,0.5827565,0.002366949,0.001199147,0.0002635786,0.0007071606,0.002521357,0.00002171127,0.000221258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01716116,"threshold_uncertainty_score":0.0544039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05377424198456397,"score_gpt":0.3981420108994652,"score_spread":0.3443677689149012,"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."}}