{"id":"W4247523603","doi":"10.1016/j.juro.2011.02.1873","title":"1840 EXTERNAL VALIDATION OF BLADDER CANCER PREDICTIVE NOMOGRAMS FOR RECURRENCE, CANCER-FREE SURVIVAL, AND OVERALL SURVIVAL FOLLOWING RADICAL CYSTECTOMY","year":2011,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nomogram; Cystectomy; Medicine; Bladder cancer; Lymph node; Transitional cell carcinoma; Cancer; Urology; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0234975,0.0008111927,0.0006390781,0.0022578,0.0007443503,0.001544192,0.001121493,0.001061156,0.003925093],"category_scores_gemma":[0.05657151,0.0004651696,0.00116814,0.001096562,0.0008149667,0.0007031226,0.002336399,0.0008609155,0.003477125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007041117,"about_ca_system_score_gemma":0.001200252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211636,"about_ca_topic_score_gemma":0.002911341,"domain_scores_codex":[0.9940107,0.002570893,0.0006265658,0.0007683305,0.001717589,0.0003058537],"domain_scores_gemma":[0.9646505,0.01443108,0.002541293,0.006193375,0.01109955,0.001084285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002551038,0.0003365994,0.9360871,0.0001201146,0.0004216601,0.0001482996,0.0003587313,0.002686219,0.001789857,0.0002091901,0.009289364,0.04600178],"study_design_scores_gemma":[0.0005919161,0.001018406,0.9483268,0.0002989969,0.0005489789,0.0007590358,0.0003716211,0.01985583,0.006975302,0.0005102016,0.02064939,0.00009363295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570637,0.00122594,0.0145193,0.0005605202,0.0005916685,0.001133152,0.01253093,0.0006383884,0.01173632],"genre_scores_gemma":[0.9624332,0.0002994888,0.006170301,0.0002524039,0.0001620548,0.0007438492,0.02729864,0.0001836432,0.002456518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0234975,"threshold_uncertainty_score":0.1242682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420483820310892,"score_gpt":0.3099629297216564,"score_spread":0.2679145476905672,"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."}}