{"id":"W3169233953","doi":"10.48083/nztc6259","title":"Incidence and Predictors of Secondary Upper Tract Urothelial Cancer in Patients with High-Risk Non-Muscle Invasive Urinary Bladder Cancer and its Impact on Imaging Surveillance: A Retrospective Analysis with 1501 Patients","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bladder cancer; Urology; Incidence (geometry); Urinary system; Retrospective cohort study; Urothelial cancer; Radiology; Cancer; Internal medicine","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":[0.000526734,0.0001788967,0.0003727487,0.0006341185,0.0002435647,0.0005144432,0.0003295914,0.00036941,0.0009288459],"category_scores_gemma":[0.002005561,0.0002550417,0.0004418622,0.0008189541,0.000239934,0.0003962383,0.0003636461,0.0003830388,0.0001718925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644054,"about_ca_system_score_gemma":0.0002869304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813131,"about_ca_topic_score_gemma":0.003264705,"domain_scores_codex":[0.9995111,0.0001066009,0.00007592849,0.0001189403,0.0001109708,0.00007645237],"domain_scores_gemma":[0.9980884,0.0003337795,0.00104087,0.0001247742,0.0001432418,0.0002689126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001663013,0.000005211422,0.9996414,0.000002486371,0.0000102265,0.00003397872,0.000008288719,0.00001261622,0.0000379896,0.000001700259,0.00001293148,0.00021642],"study_design_scores_gemma":[0.000001716126,0.00004145567,0.9993454,0.000003203457,0.00001198182,0.0003715779,0.00004204354,0.00008397549,0.0000394046,0.000002700521,0.00005512039,0.000001350505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992365,0.0003227719,0.00004097394,0.00001659466,0.000002036639,0.000004775571,0.0002078512,0.000002315442,0.0001662261],"genre_scores_gemma":[0.9996387,0.00007736566,0.00003074166,0.000008306209,0.000003909736,0.000003769874,0.0002100271,9.1715e-7,0.00002639186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003813131,"threshold_uncertainty_score":0.00758183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006380692442441157,"score_gpt":0.2787941241898991,"score_spread":0.272413431747458,"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."}}