{"id":"W4379337291","doi":"10.1200/jco.2023.41.16_suppl.4508","title":"SWOG S1011: A phase III surgical trial to evaluate the benefit of a standard versus an extended lymphadenectomy performed at time of radical cystectomy for muscle invasive urothelial cancer.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institutes of Health","keywords":"Medicine; Cystectomy; Bladder cancer; Lymphadenectomy; Surgery; Randomized controlled trial; Hazard ratio; Urothelial cancer; Urology; Cancer; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002073258,0.001835541,0.00158538,0.0003557208,0.0003077683,0.0009301676,0.0008671089,0.001654163,0.01136311],"category_scores_gemma":[0.001329405,0.0004870507,0.001608829,0.0003675046,0.001133378,0.0006888368,0.0004314886,0.003225833,0.001322849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008236133,"about_ca_system_score_gemma":0.001840543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000768584,"about_ca_topic_score_gemma":0.002682577,"domain_scores_codex":[0.999476,0.0003329852,0.0000209202,0.00006100101,0.00003060422,0.0000784826],"domain_scores_gemma":[0.9989247,0.0003294023,0.0002525285,0.00006173452,0.00004438081,0.0003872276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9458875,0.0186063,0.00149644,0.0009229798,0.0009821411,0.00004887359,0.00005558019,0.0007633648,0.004573437,0.0002850397,0.002062112,0.0243162],"study_design_scores_gemma":[0.7731845,0.22098,0.002748527,0.00007221849,0.0004628176,0.00005663922,0.00003950267,0.0006844578,0.0005961836,0.0002174544,0.0009416973,0.00001603228],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902827,0.002395599,0.0003669936,0.001025486,0.0004756448,0.001789086,0.001412715,0.00008243952,0.002169454],"genre_scores_gemma":[0.9828038,0.002002112,0.00109998,0.002457609,0.0004628089,0.003771575,0.002748926,0.00002550496,0.004627626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01136311,"threshold_uncertainty_score":0.0380134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655075283412687,"score_gpt":0.5093724658990231,"score_spread":0.3438649375577544,"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."}}