{"id":"W2168241437","doi":"10.1016/j.eururo.2010.01.043","title":"Should Urologists Always Perform a Bladder Cuff Resection During Nephroureterectomy, and Which Method Should They Use?","year":2010,"lang":"en","type":"letter","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Cuff; Urology; Resection; Surgery","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007185407,0.000869873,0.00102587,0.0004643706,0.0003078722,0.0001295113,0.0003485749,0.002129927,0.0006967973],"category_scores_gemma":[0.0003667225,0.0007072834,0.0002488522,0.0002019362,0.0002364867,0.0001737138,0.0003632964,0.009003166,0.0002360391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009792708,"about_ca_system_score_gemma":0.0001490136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003967312,"about_ca_topic_score_gemma":0.0003625971,"domain_scores_codex":[0.995134,0.001224016,0.000620402,0.001459747,0.000524625,0.001037234],"domain_scores_gemma":[0.9976401,0.0003981686,0.0003010258,0.001172332,0.0002455864,0.0002427435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006620102,0.0003854761,0.03364566,0.0008035381,0.003707429,0.01460942,0.002590367,0.00001892478,0.01118429,0.0000531497,0.9142949,0.01208675],"study_design_scores_gemma":[0.003926907,0.002609733,0.07227245,0.00004265787,0.001511515,0.004972785,0.00001217393,0.0001020769,0.0007564956,0.000120257,0.9129563,0.0007166766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3921545,0.001104253,0.0004093258,0.54139,0.003548125,0.002461805,0.0002310402,0.0009528781,0.05774808],"genre_scores_gemma":[0.384339,0.000696827,0.001897964,0.5935515,0.01156824,0.00009292887,0.0004891734,0.0005872613,0.00677709],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05216149,"threshold_uncertainty_score":0.9995378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06077078477150742,"score_gpt":0.3164392839562832,"score_spread":0.2556684991847758,"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."}}