{"id":"W2500755305","doi":"10.1200/jco.2016.67.9423","title":"Management Considerations After Cystectomy for Bladder Cancer","year":2016,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Radiation therapy; Randomized controlled trial; Stage (stratigraphy); Chemotherapy; Clinical trial; Cancer; Oncology; Surgery; Internal medicine","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":[0.002652402,0.001098005,0.001397781,0.00131096,0.002221923,0.003030294,0.003284252,0.02021382,0.00339613],"category_scores_gemma":[0.02298925,0.0007583766,0.001504274,0.001081503,0.002158959,0.005358483,0.001450317,0.02080099,0.002361169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025106,"about_ca_system_score_gemma":0.002034919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337062,"about_ca_topic_score_gemma":0.003691415,"domain_scores_codex":[0.998086,0.0004934655,0.0003396491,0.0002938073,0.0004958407,0.0002912713],"domain_scores_gemma":[0.992736,0.003500459,0.001030488,0.0001834638,0.001456147,0.001093475],"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":[0.00006043592,0.00004417591,0.001505378,0.0005695257,0.00006790854,0.02666248,0.0002859274,0.0002475444,0.0002261844,0.001167676,0.946109,0.02305389],"study_design_scores_gemma":[0.0001477456,0.0001971109,0.003815183,0.002815349,0.000171916,0.1466294,0.001316052,0.001441093,0.0007324279,0.005393448,0.8371457,0.0001946949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002391357,0.0180712,0.0008789999,0.7401736,0.2363972,0.00002909789,0.00008930443,0.0001130818,0.00185616],"genre_scores_gemma":[0.0166968,0.01391161,0.0008583581,0.4927527,0.4726712,0.00004417212,0.00007644088,0.00007294165,0.0029157],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02021382,"threshold_uncertainty_score":0.01821584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325390166320073,"score_gpt":0.4801574624115642,"score_spread":0.3476184457795569,"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."}}