{"id":"W2168289480","doi":"10.1016/j.juro.2012.10.057","title":"Prediction of Cancer Specific Survival After Radical Nephroureterectomy for Upper Tract Urothelial Carcinoma: Development of an Optimized Postoperative Nomogram Using Decision Curve Analysis","year":2012,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Nomogram; Urothelial carcinoma; Urology; General surgery; Cancer; Oncology; Internal medicine; Bladder cancer","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":[0.006311167,0.0008043345,0.001057827,0.002339765,0.0002158525,0.001444715,0.000533312,0.000396613,0.0003297435],"category_scores_gemma":[0.01478166,0.0002551752,0.001143715,0.0007939425,0.0004172973,0.0005884097,0.000788275,0.0005150688,0.0001155425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008253731,"about_ca_system_score_gemma":0.00111134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772609,"about_ca_topic_score_gemma":0.001672431,"domain_scores_codex":[0.9973282,0.001698009,0.0001860991,0.0002541579,0.0004044024,0.0001293005],"domain_scores_gemma":[0.9944811,0.003569983,0.0007681892,0.0003792769,0.0005384184,0.0002629691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166246,0.0001967246,0.6444507,0.0001271035,0.0007736358,0.0001513856,0.0001456351,0.2057905,0.001673548,0.0009842562,0.0009780879,0.1435622],"study_design_scores_gemma":[0.0001049885,0.0006919299,0.1314976,0.00006331556,0.0002958683,0.0004464433,0.000102726,0.8601176,0.002701366,0.002468921,0.001430544,0.00007882207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8419232,0.001133373,0.1548213,0.0003512341,0.00003172366,0.0001886965,0.0004688723,0.0002284389,0.0008532488],"genre_scores_gemma":[0.9735097,0.0001197192,0.02584198,0.00002940118,0.00001846064,0.00004740165,0.000350604,0.00001572689,0.00006691695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006311167,"threshold_uncertainty_score":0.03337699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04757622414093442,"score_gpt":0.3284991348872814,"score_spread":0.280922910746347,"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."}}