{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002169086,0.0001613597,0.0004157831,0.00008990197,0.0001573426,0.0000338581,0.0003096189,0.0001140299,0.0004585206],"category_scores_gemma":[0.001536704,0.0001017952,0.0002936133,0.0003183251,0.0002351187,0.00005882785,0.00009173998,0.000502963,0.00002967136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303807,"about_ca_system_score_gemma":0.0008786934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008969876,"about_ca_topic_score_gemma":0.0001573062,"domain_scores_codex":[0.9967188,0.0006943836,0.0006511511,0.000487584,0.0009911219,0.0004569935],"domain_scores_gemma":[0.9975371,0.0008876203,0.0001183104,0.0005797234,0.000675421,0.0002017692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00596363,0.003011587,0.9638739,0.0000569555,0.0001683733,0.00001303426,0.0003756832,0.000001504903,0.0008877115,0.00002822962,0.0009956135,0.02462378],"study_design_scores_gemma":[0.00962807,0.006030399,0.9783204,0.0001723501,0.0002437762,0.000004664076,0.0001953185,0.000121204,0.003847566,0.0004056868,0.0009335864,0.00009697358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907575,0.0003422278,0.00004657262,0.002325126,0.0004024729,0.005140072,0.00005707932,0.00001762417,0.000911347],"genre_scores_gemma":[0.9959066,0.00006669335,0.0001038225,0.0004436019,0.0006868013,0.0005762853,0.00000479486,0.00002864286,0.002182757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02452681,"threshold_uncertainty_score":0.502048,"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."}}