{"id":"W3105853448","doi":"10.1016/j.urolonc.2020.10.006","title":"Systemic therapy in bladder preservation","year":2020,"lang":"en","type":"review","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Chemotherapy; Context (archaeology); Oncology; Neoadjuvant therapy; Cisplatin; Pathological; Disease; Internal medicine; Urology; Cancer","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":[0.0005222952,0.0005432014,0.001076634,0.00132467,0.000222968,0.0007456299,0.0006302636,0.0009217397,0.00379254],"category_scores_gemma":[0.0008180006,0.0001780077,0.0006750678,0.001288449,0.000485715,0.0009034933,0.0005918728,0.001582747,0.001192587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006121942,"about_ca_system_score_gemma":0.001082223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008991941,"about_ca_topic_score_gemma":0.001794934,"domain_scores_codex":[0.9997732,0.00006583388,0.00003681044,0.00003426489,0.00007346185,0.00001649198],"domain_scores_gemma":[0.9997193,0.0001765374,0.00004043323,0.000008480667,0.00004228111,0.00001295194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000705182,0.00004106067,0.0001256322,0.02767292,0.0001411406,0.0001308338,0.00006154855,0.0002616246,0.0006091616,0.00321476,0.01941945,0.9482514],"study_design_scores_gemma":[0.00004214938,0.0001190062,0.001033602,0.01514508,0.0002410708,0.001874911,0.00006189374,0.0000900583,0.0003635606,0.002182137,0.9788304,0.00001616465],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007275856,0.9990414,0.00003851922,0.000161102,0.0001446633,0.000002781362,0.000006395787,0.000002229239,0.0005302901],"genre_scores_gemma":[0.0007374404,0.9985832,0.00007703716,0.0002222265,0.0001158669,0.000004676826,0.00001447234,9.964367e-7,0.0002442096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00379254,"threshold_uncertainty_score":0.01268739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09249236188668081,"score_gpt":0.3796733160976679,"score_spread":0.287180954210987,"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."}}