{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00871186,0.00127456,0.01900657,0.0007177896,0.0001267062,0.00004513776,0.0005297558,0.001548308,0.0002727051],"category_scores_gemma":[0.01148507,0.0009227068,0.003854846,0.000197579,0.000377369,0.00003097192,0.0001400435,0.004894711,0.0004756613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006127363,"about_ca_system_score_gemma":0.0008653646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726324,"about_ca_topic_score_gemma":0.00002466824,"domain_scores_codex":[0.9511484,0.04073476,0.004614996,0.001804317,0.0004667472,0.001230789],"domain_scores_gemma":[0.9744815,0.02108759,0.003098121,0.0007182749,0.0002631056,0.0003513728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4284807,0.0002516251,0.0003152633,0.0001729468,0.001689308,0.04461588,0.0007948891,0.00005599034,0.001117404,0.000002077695,0.5220521,0.0004517802],"study_design_scores_gemma":[0.4961959,0.004902627,0.0001036645,0.00004080073,0.006148657,0.0001718777,0.00009312462,0.0004904831,0.0000785662,0.00003538588,0.4913329,0.0004061051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02327393,0.005961815,0.002004722,0.9044693,0.002069853,0.01833487,0.0001655047,0.000311527,0.04340854],"genre_scores_gemma":[0.296333,0.0001527333,0.002884389,0.6646255,0.01645374,0.002193343,0.004870639,0.0005584874,0.01192823],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.273059,"threshold_uncertainty_score":0.9997479,"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."}}