{"id":"W2128766159","doi":"10.1158/1078-0432.ccr-08-2554","title":"Survivin as a Prognostic Marker for Urothelial Carcinoma of the Bladder: A Multicenter External Validation Study","year":2009,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Survivin; Medicine; Bladder cancer; Cystectomy; Oncology; Hazard ratio; Internal medicine; Concordance; Cancer; Proportional hazards model; Lymphadenectomy; Urology; Confidence interval","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":[0.007815064,0.0008625807,0.0005522723,0.0005607538,0.0005418688,0.000905415,0.0008627821,0.000563435,0.0005941899],"category_scores_gemma":[0.01463535,0.0002460191,0.0005206515,0.000718851,0.0008080859,0.0003399533,0.0008526345,0.0005463923,0.0004029836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004921153,"about_ca_system_score_gemma":0.000590968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149532,"about_ca_topic_score_gemma":0.001295128,"domain_scores_codex":[0.996904,0.001599257,0.0002019898,0.0007043225,0.000455264,0.0001351221],"domain_scores_gemma":[0.9912043,0.002547851,0.001846381,0.001915234,0.001939313,0.0005469767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001177366,0.0002580671,0.9878345,0.00004949769,0.000193805,0.0001049835,0.0002761213,0.0003267883,0.001822439,0.00002906347,0.0003423506,0.007585066],"study_design_scores_gemma":[0.0002842439,0.001854027,0.9914793,0.00003053311,0.0002669458,0.0007586982,0.0001704671,0.001618212,0.001745686,0.00004692447,0.001729794,0.00001530153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981047,0.0002314229,0.0009193194,0.0000296003,0.00001115213,0.00009289137,0.0003609127,0.0000180709,0.0002319034],"genre_scores_gemma":[0.9978603,0.00006581873,0.000594633,0.00002772808,0.00002177238,0.0000873229,0.001249421,0.000009156559,0.00008392853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007815064,"threshold_uncertainty_score":0.04133052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800551611875394,"score_gpt":0.513638916897088,"score_spread":0.3335837557095486,"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."}}