{"id":"W4409310212","doi":"10.1038/s41585-025-01029-3","title":"Knockout of extended pelvic lymph node dissection during radical cystectomy","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Cystectomy; Dissection (medical); Lymph node; General surgery; Urology; Surgery; Bladder cancer; Internal medicine; 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":[0.0005636017,0.0006414194,0.001033525,0.0004901502,0.00008713604,0.000644183,0.0006872893,0.000649286,0.002396966],"category_scores_gemma":[0.0005596157,0.0001802812,0.0005108407,0.0005171236,0.0003568879,0.0004256484,0.000337938,0.001073219,0.0006517168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003707992,"about_ca_system_score_gemma":0.0008148891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005501379,"about_ca_topic_score_gemma":0.001067416,"domain_scores_codex":[0.9998234,0.0000363437,0.00002247877,0.00003702533,0.00005575462,0.00002501392],"domain_scores_gemma":[0.999792,0.0001065469,0.00005032949,0.00001024139,0.0000253925,0.00001546087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004464381,0.0000884625,0.0005260552,0.02776275,0.0004019324,0.0002528025,0.00003839564,0.0007197148,0.01570261,0.00591526,0.02575793,0.9223876],"study_design_scores_gemma":[0.0002104691,0.0005364495,0.004461045,0.008382799,0.001293409,0.001795607,0.0000465345,0.0001896156,0.005374162,0.003769789,0.9738961,0.00004401934],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008378575,0.9968849,0.0003498145,0.000235193,0.000220944,0.000007958533,0.00009273078,0.00001680255,0.001353829],"genre_scores_gemma":[0.005029005,0.9929288,0.0003421669,0.0004160434,0.0001130154,0.00001614829,0.00019573,0.000004536073,0.0009546156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002396966,"threshold_uncertainty_score":0.008018672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861451790276936,"score_gpt":0.3594654131503409,"score_spread":0.3408508952475716,"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."}}