{"id":"W2621004257","doi":"10.1016/j.euf.2017.05.006","title":"Lack of Effectiveness of Postchemotherapy Lymphadenectomy in Bladder Cancer Patients with Clinical Evidence of Metastatic Pelvic or Retroperitoneal Lymph Nodes Only: A Propensity Score-based Analysis","year":2017,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Propensity score matching; Lymphadenectomy; Hazard ratio; Urology; Bladder cancer; Confidence interval; Subgroup analysis; Lymph node; Oncology; Chemotherapy; Internal medicine; Cystectomy; Surgery; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009398585,0.0002552346,0.001358111,0.0002351796,0.00005423151,0.000009005143,0.0003303603,0.00006658644,0.00009819264],"category_scores_gemma":[0.0003286811,0.0001632064,0.0002338979,0.000367182,0.0007461046,0.0001057071,0.00007756238,0.0001344065,0.000003984469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007136127,"about_ca_system_score_gemma":0.0006388608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923069,"about_ca_topic_score_gemma":0.0005136101,"domain_scores_codex":[0.9969423,0.001245919,0.0007058861,0.000503384,0.0003435493,0.0002589235],"domain_scores_gemma":[0.9974705,0.000395374,0.000753832,0.0008501724,0.0004267571,0.000103353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02977402,0.001369335,0.9611958,0.0003610043,0.00212704,0.0001252748,0.0001083751,0.00006841055,0.0009407112,0.000003454996,0.000002138704,0.003924477],"study_design_scores_gemma":[0.01413714,0.003772983,0.9722899,0.0005404362,0.002500049,0.000005384854,0.000005714184,0.00006503225,0.006536397,0.000004501424,0.000004592944,0.0001378475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979402,0.0006065938,0.0001055924,0.0001239834,0.00006753692,0.0007386116,0.00005516505,0.00001238707,0.0003498647],"genre_scores_gemma":[0.9993181,0.0001196146,0.0002873098,0.0001425548,0.00002726885,0.00001575228,0.00001121127,0.00004562719,0.00003258519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563688,"threshold_uncertainty_score":0.6655365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007775220205746,"score_gpt":0.3796887559395772,"score_spread":0.2789112339190026,"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."}}