{"id":"W2111591069","doi":"10.1016/j.eursup.2010.01.005","title":"Staging and Staging Errors in Bladder Cancer","year":2010,"lang":"en","type":"article","venue":"European Urology Supplements","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Bladder cancer; Urology; General surgery; Cancer; Radiology; 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":[0.009332531,0.0002406858,0.0004509156,0.00248405,0.0006801994,0.001066505,0.000551124,0.0005798609,0.002470258],"category_scores_gemma":[0.1069501,0.0002435961,0.0003227591,0.004681887,0.0006229838,0.001112263,0.0009055596,0.0005782822,0.0002792109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151537,"about_ca_system_score_gemma":0.002117932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188251,"about_ca_topic_score_gemma":0.01996249,"domain_scores_codex":[0.9935081,0.00414134,0.0009610285,0.0002332528,0.0009352473,0.0002210049],"domain_scores_gemma":[0.9265825,0.04597422,0.01386211,0.002803628,0.009460189,0.001317248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009704212,0.00008195652,0.7849802,0.0004536641,0.0001447509,0.0003487917,0.002125062,0.001837475,0.0002440094,0.002403683,0.02621327,0.1801967],"study_design_scores_gemma":[0.00003892694,0.0002238829,0.9588407,0.0009997133,0.0002993217,0.0009980396,0.002497506,0.003512285,0.0009335404,0.003603812,0.02800313,0.0000491308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798434,0.07057305,0.002253717,0.02376548,0.003508052,0.00005138642,0.003165823,0.0001049538,0.01673432],"genre_scores_gemma":[0.983977,0.009407439,0.001641083,0.0009666282,0.0007239361,0.00001508267,0.00117735,0.00003060665,0.002060887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188251,"threshold_uncertainty_score":0.04935575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494470848205617,"score_gpt":0.2997258816259799,"score_spread":0.2847811731439238,"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."}}