{"id":"W3041182614","doi":"10.1016/j.euo.2020.06.002","title":"Learning from Our Past Mistakes: A Call for Randomized Controlled Trials in Localized Renal Cell Carcinoma","year":2020,"lang":"en","type":"letter","venue":"European Urology Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Renal cell carcinoma; Randomized controlled trial; Carcinoma; MEDLINE; Oncology; 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":[0.09883671,0.001365608,0.007801201,0.001816042,0.003613858,0.008705634,0.005294964,0.06065702,0.009199629],"category_scores_gemma":[0.2935582,0.001400894,0.00597295,0.002024944,0.007283442,0.009302579,0.003184248,0.05243989,0.003886344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007365101,"about_ca_system_score_gemma":0.01249376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003347171,"about_ca_topic_score_gemma":0.00903238,"domain_scores_codex":[0.887747,0.08637694,0.01058172,0.004009437,0.009245331,0.002039515],"domain_scores_gemma":[0.5001209,0.4410996,0.01928668,0.00849425,0.01540855,0.01559009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007540482,0.0002971917,0.001036274,0.00353379,0.001964624,0.0007019532,0.0002657997,0.0004400986,0.0005441942,0.01048172,0.8891112,0.0840828],"study_design_scores_gemma":[0.05053915,0.00275794,0.003316726,0.01462559,0.00307058,0.001101645,0.000609822,0.002881787,0.0006280324,0.1001972,0.8198204,0.0004511294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005532868,0.01945489,0.0007016855,0.9430707,0.0340327,0.0001730159,0.000190655,0.00008509806,0.001737968],"genre_scores_gemma":[0.006711283,0.004411686,0.002870928,0.9399927,0.04434178,0.0004810437,0.00008574096,0.00006183286,0.001042968],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09883671,"threshold_uncertainty_score":0.5227047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152276207536935,"score_gpt":0.2929908970426358,"score_spread":0.2414681349672664,"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."}}