{"id":"W4211115520","doi":"10.1016/s0140-6736(16)30512-8","title":"Bladder cancer","year":2016,"lang":"en","type":"review","venue":"The Lancet","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1453,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center","keywords":"Medicine; Bladder cancer; Cystectomy; Chemotherapy; Immunotherapy; Cisplatin; Disease; 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":[0.0005599532,0.0006893691,0.001301521,0.001712375,0.0002788581,0.001183077,0.0005529597,0.001191638,0.01945023],"category_scores_gemma":[0.001290062,0.0002804734,0.0007248962,0.001635938,0.000320823,0.0009459944,0.0009582954,0.00148761,0.005099775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006562593,"about_ca_system_score_gemma":0.002153632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002698108,"about_ca_topic_score_gemma":0.006616073,"domain_scores_codex":[0.9996957,0.00007067598,0.000049396,0.00004387024,0.00009953489,0.00004093335],"domain_scores_gemma":[0.9996953,0.0001047278,0.00006806388,0.00001525341,0.00008365321,0.00003307988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001162028,0.00002904192,0.0001324713,0.02990332,0.0001361955,0.00008853987,0.00004634168,0.00009417339,0.0004486797,0.002073857,0.1130345,0.8538966],"study_design_scores_gemma":[0.00007184128,0.00006428673,0.0006825236,0.0147624,0.0003143811,0.0005421618,0.0000545584,0.0000305745,0.0001258212,0.0009733505,0.982367,0.00001110114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000081242,0.9937021,0.00006535141,0.000795184,0.001004813,0.00001227611,0.0000906959,0.00001197431,0.004236339],"genre_scores_gemma":[0.001661019,0.9913009,0.0001977285,0.001613957,0.0006720189,0.00001629267,0.0001564206,0.000003614016,0.00437808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01945023,"threshold_uncertainty_score":0.06506747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101377578314769,"score_gpt":0.4052873629048735,"score_spread":0.2951496050733966,"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."}}