{"id":"W2979377184","doi":"10.1016/j.euo.2019.09.003","title":"What Is the Prognostic and Clinical Importance of Urothelial and Nonurothelial Histological Variants of Bladder Cancer in Predicting Oncological Outcomes in Patients with Muscle-invasive and Metastatic Bladder Cancer? A European Association of Urology Muscle Invasive and Metastatic Bladder Cancer Guidelines Panel Systematic Review","year":2019,"lang":"en","type":"review","venue":"European Urology Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Oncology; Internal medicine; Cancer; Clinical trial; Meta-analysis","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":[0.004364725,0.0008516951,0.006073672,0.00260272,0.0002954508,0.001575883,0.001406727,0.001642977,0.002704091],"category_scores_gemma":[0.0179959,0.000917237,0.01137207,0.002949089,0.00054343,0.001366004,0.001137386,0.001528208,0.0003456781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407342,"about_ca_system_score_gemma":0.004257367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158683,"about_ca_topic_score_gemma":0.04192172,"domain_scores_codex":[0.9979881,0.0006311274,0.0007232669,0.0002512576,0.0003128085,0.00009354687],"domain_scores_gemma":[0.9913693,0.006114377,0.001520863,0.0001491149,0.0007083594,0.0001379924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009981714,0.00003163701,0.01159445,0.7750446,0.1215553,0.0001061255,0.0002287611,0.0002554437,0.0002926884,0.0004196776,0.005669408,0.08380379],"study_design_scores_gemma":[0.001048654,0.0002479767,0.02798493,0.3589607,0.5822127,0.0003205485,0.0002345433,0.0002175716,0.0001689354,0.0009034429,0.02760534,0.00009478973],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001050869,0.9978366,0.0000970107,0.0002407642,0.0001033218,0.00005773377,0.0004376416,0.000004439739,0.0001717272],"genre_scores_gemma":[0.0286518,0.9688122,0.0005891728,0.001005687,0.0001582365,0.0001365641,0.0004714445,0.000006015201,0.0001688726],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01158683,"threshold_uncertainty_score":0.02308315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09390410564921418,"score_gpt":0.384706383792036,"score_spread":0.2908022781428218,"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."}}