{"id":"W2532785857","doi":"10.3233/blc-160071","title":"Effect of Neoadjuvant Chemotherapy on Renal Function following Radical Cystectomy: Is there a Meaningful Impact?","year":2016,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Cystectomy; Medicine; Bladder cancer; Urology; Renal function; Stage (stratigraphy); Chemotherapy; Cohort; Logistic regression; Urothelial carcinoma; Internal medicine; Surgery; Oncology; 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":[0.001327163,0.0001073379,0.0002994858,0.0002891225,0.0002122619,0.0005232839,0.0002585023,0.0003384808,0.001106553],"category_scores_gemma":[0.01111818,0.00009966975,0.0003660153,0.0005298427,0.0003683755,0.0004731597,0.0003306425,0.0004358447,0.0001226803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005391357,"about_ca_system_score_gemma":0.0006692825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003787375,"about_ca_topic_score_gemma":0.01040693,"domain_scores_codex":[0.9990358,0.0003942124,0.0001046112,0.0001099971,0.0002419176,0.0001135286],"domain_scores_gemma":[0.993736,0.002306233,0.002893625,0.0001994905,0.0004300481,0.0004346078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000254145,0.0000298257,0.9929803,0.00001669178,0.00004345769,0.00005012043,0.00002039694,0.00005148276,0.0001667825,0.000006370323,0.00005672027,0.006323837],"study_design_scores_gemma":[0.000002635728,0.0001580574,0.9994342,0.000009688338,0.00002221024,0.00009133231,0.00004452476,0.00006741041,0.00005531255,0.000005169242,0.0001080337,0.000001389112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958269,0.002937602,0.00005998245,0.0005203517,0.00001604085,0.000006349584,0.00009830073,0.000002371739,0.0005322027],"genre_scores_gemma":[0.9993642,0.0003484906,0.00005336131,0.00006099314,0.00002851644,0.000001829533,0.00007621774,0.000001002907,0.00006543198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003787375,"threshold_uncertainty_score":0.00753063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111067443690648,"score_gpt":0.3095886448171772,"score_spread":0.2984819004481125,"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."}}