{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001755645,0.0002111721,0.0007089325,0.00006527925,0.0001120156,0.000004520881,0.00009036659,0.0002267586,0.000170275],"category_scores_gemma":[0.0001366154,0.0001515048,0.000310877,0.0001724228,0.0006037501,0.00003919954,0.0001720456,0.0001839409,7.573059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007655,"about_ca_system_score_gemma":0.0006157275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243264,"about_ca_topic_score_gemma":0.00001162791,"domain_scores_codex":[0.9981892,0.0002076334,0.0006940268,0.0004995664,0.0001901587,0.000219456],"domain_scores_gemma":[0.9985743,0.0004662896,0.0002385487,0.0004073682,0.0001278152,0.0001856656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01195226,0.002119548,0.9503702,0.0006122513,0.0008705503,0.0004660926,0.0003587669,0.000003461516,0.006854245,0.00004546445,0.003976112,0.02237108],"study_design_scores_gemma":[0.01575907,0.001569375,0.9702366,0.000137161,0.0006601828,0.0009773817,0.00005286121,0.00009379446,0.003385918,0.00004633359,0.006925222,0.0001560905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834653,0.01168417,0.0000268445,0.002145146,0.0008617335,0.0004256945,0.0001763122,0.00001585933,0.001198994],"genre_scores_gemma":[0.9956222,0.0005360052,0.000227477,0.0004134157,0.0005884285,0.00008900448,0.00002488963,0.0000348644,0.00246375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02221499,"threshold_uncertainty_score":0.6178187,"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."}}