{"id":"W2343178457","doi":"10.3233/blc-150032","title":"Benefit of Adjuvant Chemotherapy and Pelvic Lymph Node Dissection in pT3 and Node Positive Bladder Cancer Patients Treated with Radical Cystectomy","year":2016,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"University of Toronto","keywords":"Medicine; Cystectomy; Bladder cancer; Lymph node; Dissection (medical); Urology; Chemotherapy; Randomized controlled trial; Internal medicine; Surgery; Gynecology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004866485,0.0003418113,0.0005644117,0.0001638793,0.00006086457,0.0000142919,0.00005609243,0.0001504553,0.0004185034],"category_scores_gemma":[0.00000892462,0.0002084915,0.0000567331,0.0002556248,0.0002473889,0.000155203,0.00002674823,0.0001032286,0.000002498355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003376715,"about_ca_system_score_gemma":0.000190921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00510401,"about_ca_topic_score_gemma":0.001125079,"domain_scores_codex":[0.998374,0.00003577083,0.0003229876,0.0005547633,0.0003348439,0.0003775834],"domain_scores_gemma":[0.9992287,0.00005254601,0.0001382828,0.0002167762,0.0001617112,0.0002020485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00272703,0.0003946538,0.9464371,0.00009163094,0.0005516671,0.00002187766,0.0007774221,0.000003157435,0.005496472,0.00001015198,0.0001188241,0.04336999],"study_design_scores_gemma":[0.02182347,0.0005691124,0.957515,0.001063248,0.0003366712,0.00002950242,0.00007183469,0.00004033469,0.01802767,0.00002411928,0.0002199746,0.0002790596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939799,0.003130658,0.00003382871,0.00111797,0.0000823995,0.0007419193,0.0002873635,0.00003734416,0.0005886258],"genre_scores_gemma":[0.9956111,0.002614886,0.00007702348,0.0005943116,0.0001178375,0.0002726267,0.00002118055,0.00006727059,0.0006237198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04309094,"threshold_uncertainty_score":0.8502035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007430412810897367,"score_gpt":0.2530944535279718,"score_spread":0.2456640407170744,"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."}}