{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003355649,0.0002597544,0.0008758941,0.0007046954,0.0003628674,0.001144086,0.0006182091,0.0007163248,0.002111359],"category_scores_gemma":[0.008685653,0.0002249607,0.003000693,0.00105983,0.0004772339,0.0009500531,0.0007537801,0.0006694223,0.0002167758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004255125,"about_ca_system_score_gemma":0.0004825415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008540733,"about_ca_topic_score_gemma":0.001493735,"domain_scores_codex":[0.9974611,0.001004674,0.000402556,0.0005562648,0.0003055486,0.0002698137],"domain_scores_gemma":[0.9917963,0.003310238,0.002813883,0.001108381,0.0003619994,0.0006091683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002923075,0.00005026446,0.9888504,0.00005251664,0.002320924,0.00009754143,0.00004634157,0.0004661793,0.0003862552,0.0001140959,0.000156234,0.004536198],"study_design_scores_gemma":[0.00007611546,0.0008064063,0.9950865,0.0000169995,0.00130377,0.0002816537,0.0001245204,0.001485851,0.0001466278,0.0002503346,0.0004072685,0.00001389036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965631,0.001697412,0.0005598937,0.0001057894,0.00004036321,0.0000129593,0.0003021584,0.000006396248,0.0007119673],"genre_scores_gemma":[0.9994659,0.0001045534,0.00005581948,0.00003739392,0.0000207445,0.000003673539,0.0002442325,0.000004222262,0.00006347347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003355649,"threshold_uncertainty_score":0.01774657,"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."}}