{"id":"W2890455003","doi":"10.1200/jco.2017.35.15_suppl.e16011","title":"Standard of care for MIBC is becoming more standard.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Regimen; Guideline; Chemotherapy; Cisplatin; Chemotherapy regimen; Stage (stratigraphy); Cancer; Internal medicine; Oncology; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007492883,0.0002721629,0.0005536793,0.0009420059,0.0008176176,0.003341152,0.001476765,0.002624632,0.04974724],"category_scores_gemma":[0.03020063,0.0001937698,0.000734716,0.001875995,0.0008245544,0.002693712,0.002467573,0.004141765,0.02400074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306492,"about_ca_system_score_gemma":0.007915054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004377782,"about_ca_topic_score_gemma":0.006923307,"domain_scores_codex":[0.9909492,0.00325697,0.001047576,0.0006279353,0.003533752,0.0005844985],"domain_scores_gemma":[0.9717779,0.003572472,0.003910205,0.001969354,0.01383183,0.004938227],"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":[0.00005839159,0.00008260364,0.004616639,0.0005543994,0.00002705517,0.0001058254,0.00008857404,0.00007330941,0.0002872852,0.004902279,0.6601578,0.3290458],"study_design_scores_gemma":[0.00006292306,0.00009846189,0.01097858,0.001750812,0.00001682224,0.0003051975,0.0001938487,0.0001526939,0.0001537493,0.003620824,0.9826472,0.00001892692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009832379,0.03229967,0.01604932,0.6241463,0.01970243,0.0009503833,0.00484867,0.001794806,0.2903761],"genre_scores_gemma":[0.1803534,0.07859596,0.09349562,0.4389094,0.02110165,0.002639236,0.02681285,0.001695449,0.1563965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04974724,"threshold_uncertainty_score":0.1664211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593564826933211,"score_gpt":0.5357403778493247,"score_spread":0.3763838951560036,"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."}}