{"id":"W2159433570","doi":"10.1093/annonc/mdu204","title":"Delivery of perioperative chemotherapy for bladder cancer in routine clinical practice","year":2014,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University","funders":"Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Medicine; Bladder cancer; Carboplatin; Gemcitabine; Hazard ratio; Cystectomy; Internal medicine; Oncology; Cancer registry; Regimen; Population; Vinblastine; Cancer; Chemotherapy; Confidence interval; Surgery; Cisplatin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001057197,0.00008925235,0.00019395,0.0003488364,0.0006478192,0.0009961473,0.0003213115,0.0003861087,0.003914165],"category_scores_gemma":[0.01210712,0.0001412024,0.0002145839,0.0005294144,0.0002813471,0.0005170351,0.0005949201,0.0007091262,0.0005506439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306716,"about_ca_system_score_gemma":0.003318341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036009,"about_ca_topic_score_gemma":0.004885188,"domain_scores_codex":[0.9985027,0.0007156732,0.0002398524,0.0001299539,0.0002338262,0.000178006],"domain_scores_gemma":[0.9954052,0.001268784,0.001776934,0.000146378,0.0004800974,0.0009226272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001053918,0.0007278451,0.2732079,0.001135001,0.0001624999,0.001985747,0.001979873,0.001371962,0.003416613,0.002258681,0.01781991,0.6948801],"study_design_scores_gemma":[0.0003374619,0.00718594,0.7907292,0.005167991,0.0006789323,0.02028794,0.01050144,0.004991329,0.00784708,0.006463958,0.1456667,0.0001420233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8433443,0.0528361,0.007819115,0.03734291,0.0008826526,0.0002519466,0.0004291183,0.0002576639,0.05683608],"genre_scores_gemma":[0.9765098,0.01186338,0.006625684,0.003042106,0.0005256986,0.00008509206,0.0001315311,0.00004821959,0.001168458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003914165,"threshold_uncertainty_score":0.01309425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125724418011634,"score_gpt":0.4948351416433074,"score_spread":0.3822626998421439,"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."}}