{"id":"W2785897485","doi":"10.1016/j.eururo.2018.01.034","title":"Re: Propensity Score Analysis of Radical Cystectomy Versus Bladder-sparing Trimodal Therapy in the Setting of a Multidisciplinary Bladder Cancer Clinic","year":2018,"lang":"en","type":"letter","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Propensity score matching; Multidisciplinary approach; Urology; Urothelial cancer; Cancer; Surgery; Internal medicine","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":[0.002941201,0.0002579779,0.0008541535,0.0003962041,0.0006338904,0.001057986,0.0006814532,0.005945912,0.006870002],"category_scores_gemma":[0.04333331,0.0001943732,0.0007641616,0.0006847258,0.0005063791,0.0008421342,0.0003646518,0.004894478,0.001998491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707854,"about_ca_system_score_gemma":0.001601386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623901,"about_ca_topic_score_gemma":0.005885612,"domain_scores_codex":[0.9974349,0.001452994,0.0002940657,0.0002709856,0.0003237519,0.0002233501],"domain_scores_gemma":[0.9855086,0.01067698,0.0009332017,0.0005180065,0.001475545,0.0008877133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002919422,0.0001675235,0.05080952,0.0001413797,0.0002897875,0.004154913,0.00008625928,0.0005177176,0.0003507907,0.003066161,0.881514,0.0559826],"study_design_scores_gemma":[0.008743497,0.002330544,0.1980149,0.001941719,0.002822734,0.03959481,0.002058242,0.02391432,0.003267332,0.06522835,0.6516916,0.0003918922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02189025,0.00293737,0.0009612238,0.9427181,0.02036594,0.00006473665,0.001193034,0.00006385626,0.009805418],"genre_scores_gemma":[0.2330913,0.002616421,0.001813832,0.6458146,0.1025414,0.0001701454,0.00110727,0.00008997082,0.01275508],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006870002,"threshold_uncertainty_score":0.02298242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08947373137303824,"score_gpt":0.3400682012875923,"score_spread":0.250594469914554,"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."}}