{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002042653,0.0005181555,0.001181908,0.0004532924,0.003135979,0.001718811,0.001224686,0.05901604,0.004092897],"category_scores_gemma":[0.02194596,0.0006493194,0.00113228,0.0005850844,0.001824424,0.003688301,0.0007882618,0.03066335,0.003323187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311605,"about_ca_system_score_gemma":0.00326129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008361889,"about_ca_topic_score_gemma":0.0215586,"domain_scores_codex":[0.9973507,0.0007169513,0.0004737744,0.0002874393,0.0006247477,0.0005463188],"domain_scores_gemma":[0.9934157,0.002693273,0.0007247437,0.0001768383,0.001409201,0.001580119],"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":[0.0003003946,0.0001570015,0.009306387,0.0001570007,0.00006982357,0.01481505,0.0003897827,0.0003012228,0.0008429184,0.001870821,0.9411313,0.03065838],"study_design_scores_gemma":[0.0006811405,0.0005678998,0.02287059,0.001690326,0.0002050901,0.05735632,0.004643627,0.002236224,0.001152181,0.016544,0.8916593,0.0003932791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001544106,0.0009342607,0.0001009367,0.9889142,0.006469293,0.000004989527,0.00002166821,0.00001540024,0.00199517],"genre_scores_gemma":[0.01400328,0.001797481,0.0004728112,0.95801,0.02295899,0.00001897903,0.00003184846,0.00001541917,0.002691213],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05901604,"threshold_uncertainty_score":0.0226087,"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."}}