{"id":"W4280524262","doi":"10.3390/curroncol29050283","title":"Genomics and Immunomics in the Treatment of Urothelial Carcinoma","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunotherapy; Metastatic Urothelial Carcinoma; Genomics; Urothelial cancer; Targeted therapy; Genomic sequencing; Urothelial carcinoma; Oncology; Cancer; DNA sequencing; Disease; Bioinformatics; Internal medicine; Cancer research; Computational biology; Bladder cancer; Genome; Gene; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006384858,0.000637139,0.001255693,0.001749176,0.0002210628,0.0008462589,0.0007553768,0.001024222,0.003140474],"category_scores_gemma":[0.000836305,0.0002214565,0.0005525313,0.001738656,0.0004096625,0.00110585,0.0006159085,0.001704601,0.001361136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006229634,"about_ca_system_score_gemma":0.0008750975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003917,"about_ca_topic_score_gemma":0.002052732,"domain_scores_codex":[0.9998161,0.00005371396,0.00002212751,0.0000224187,0.00006751023,0.0000181696],"domain_scores_gemma":[0.9997472,0.0001419462,0.00003407715,0.000006324606,0.00005160681,0.00001876517],"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":[0.00007543524,0.00005577347,0.0001274337,0.01953862,0.0001202068,0.0001350959,0.00006037197,0.0004357054,0.000912569,0.005335173,0.03260607,0.9405975],"study_design_scores_gemma":[0.00002463466,0.00008842151,0.0007373503,0.009012147,0.0001339218,0.0008478118,0.000061579,0.00009519504,0.0002298141,0.003453593,0.9852993,0.00001627893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000465247,0.9992084,0.00004057654,0.0001922398,0.0001047181,0.000002157853,0.000007247613,0.000002751757,0.0003954514],"genre_scores_gemma":[0.0004009122,0.9990381,0.0000690476,0.0001710994,0.00007962147,0.000003350929,0.00001387214,6.856628e-7,0.0002234134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003140474,"threshold_uncertainty_score":0.01050597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2347616677590308,"score_gpt":0.4491060344939717,"score_spread":0.2143443667349409,"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."}}