{"id":"W4360825582","doi":"10.1200/jco.23.00280","title":"Evaluating Trials of Adjuvant Therapy: Is There Benefit for People With Resected Renal Cancer?","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cancer; Adjuvant; Oncology; Adjuvant therapy; Internal medicine; Clinical trial; Urothelial cancer; Kidney cancer; Bladder 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":[0.02877416,0.0006667856,0.004620953,0.0006175684,0.0007263969,0.002676434,0.0008711009,0.003300469,0.006167609],"category_scores_gemma":[0.09058776,0.0004426324,0.002900316,0.001364906,0.002262285,0.004188051,0.001327028,0.00305265,0.000794927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678989,"about_ca_system_score_gemma":0.002935079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241588,"about_ca_topic_score_gemma":0.002885096,"domain_scores_codex":[0.975804,0.01940725,0.002165199,0.0007563236,0.00123464,0.0006326872],"domain_scores_gemma":[0.9132859,0.06438383,0.0122214,0.002078819,0.00350827,0.004521743],"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":[0.2349023,0.002246353,0.1149419,0.01997795,0.02452378,0.0003481923,0.001249926,0.001428272,0.002025646,0.005579004,0.03084632,0.5619304],"study_design_scores_gemma":[0.2900946,0.09347133,0.2506571,0.03530147,0.07463739,0.001355482,0.004206043,0.002873547,0.00348719,0.07857714,0.1648005,0.0005383717],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3122746,0.4121981,0.00257231,0.2399779,0.007538706,0.001617379,0.002216056,0.00009608079,0.02150876],"genre_scores_gemma":[0.8640714,0.05950749,0.002852939,0.06335459,0.006847815,0.001258424,0.0008972457,0.0000412323,0.001168882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02877416,"threshold_uncertainty_score":0.1521741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5047290868562413,"score_gpt":0.5790289443396136,"score_spread":0.07429985748337231,"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."}}