{"id":"W3213383090","doi":"10.1016/j.clgc.2021.10.010","title":"Contemporary Trends and Efficacy of Pelvic Lymph Node Dissection at Radical Cystectomy for Urothelial and Variant Histology Carcinoma of the Urinary Bladder","year":2021,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Lymph node; Bladder cancer; Stage (stratigraphy); Urology; Dissection (medical); Urinary bladder; Carcinoma; Proportional hazards model; Hazard ratio; Adenocarcinoma; Internal medicine; Oncology; Cancer; Surgery; Confidence interval","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":[0.001854094,0.0001019002,0.0002997381,0.001467326,0.0002765144,0.001041192,0.0006228582,0.0007008835,0.001828268],"category_scores_gemma":[0.007507788,0.0001551632,0.0005618337,0.00305476,0.0006579634,0.001099934,0.0003804824,0.0007932966,0.0003756095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367634,"about_ca_system_score_gemma":0.001200139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008395683,"about_ca_topic_score_gemma":0.01753322,"domain_scores_codex":[0.998912,0.0001842027,0.0002063427,0.0002364989,0.0002559906,0.0002049005],"domain_scores_gemma":[0.9938846,0.001778064,0.002340519,0.0002598701,0.001052613,0.0006843844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004408272,0.00005628959,0.9735103,0.0000986531,0.0001093106,0.0000560215,0.0001337627,0.0002426913,0.0002619399,0.0002379587,0.0004639341,0.02438819],"study_design_scores_gemma":[0.00000950878,0.0001398719,0.9968887,0.00006810291,0.0000790514,0.0001939966,0.0003265942,0.0001732647,0.00009904266,0.0000995359,0.001916135,0.000006188254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255296,0.06167996,0.0004473974,0.003269496,0.0001785056,0.00001537077,0.001771153,0.00001382872,0.007094633],"genre_scores_gemma":[0.9858091,0.01172795,0.0001353918,0.0004633442,0.0002726546,0.000007415861,0.001170705,0.000008864534,0.0004045235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008395683,"threshold_uncertainty_score":0.01669359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085614317267236,"score_gpt":0.3513410911883699,"score_spread":0.3004849480156975,"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."}}