{"id":"W4387207934","doi":"10.1016/j.ijrobp.2023.06.402","title":"Final Results from a Prospective Randomized Pilot Trial of Stereotactic Body Radiation Therapy vs. Radiofrequency Ablation for the Management of Small Renal Masses (RADSTER)","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Juravinski Cancer Centre","funders":"Janssen Pharmaceuticals; Genentech; Foundation Medicine; MacroGenics; Puma Biotechnology; Astellas Pharma; Calithera Biosciences; Taiho Pharmaceutical; Sanofi; Exelixis; Plexxikon; RefleXion Medical; Varian Medical Systems; Boston Scientific Corporation; Celgene; Bristol-Myers Squibb; AstraZeneca; Amgen; Pfizer","keywords":"Medicine; Radiofrequency ablation; Randomized controlled trial; Renal cell carcinoma; Radiosurgery; Radiology; Randomization; Nuclear medicine; Surgery; Ablation; Radiation therapy; 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":[0.004845835,0.001659512,0.003097237,0.0002817331,0.0005371814,0.00154245,0.001220513,0.00202796,0.008910647],"category_scores_gemma":[0.006096319,0.0006399528,0.003822408,0.0004373184,0.001414503,0.001780862,0.0005629457,0.00422688,0.001393261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008441553,"about_ca_system_score_gemma":0.001371213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062151,"about_ca_topic_score_gemma":0.001634911,"domain_scores_codex":[0.9973704,0.001691144,0.0001825903,0.0003698269,0.0001123723,0.000273616],"domain_scores_gemma":[0.9949712,0.002824598,0.0007620933,0.0004787557,0.0002515365,0.0007118237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9918683,0.002354885,0.0002928741,0.0001134962,0.0008517107,0.00001380797,0.00002090227,0.0001340437,0.0006626942,0.0000586697,0.0002615234,0.003367061],"study_design_scores_gemma":[0.9415445,0.05454854,0.001612185,0.00001982121,0.001232146,0.00001894052,0.00002540593,0.0002309506,0.0002797747,0.0001901158,0.000284083,0.00001343949],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856126,0.003674091,0.001487442,0.001371363,0.00127565,0.00266908,0.001523095,0.0001026037,0.002284074],"genre_scores_gemma":[0.9880023,0.001266493,0.002247276,0.001538448,0.0007450733,0.002125035,0.00141977,0.00005286397,0.002602643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008910647,"threshold_uncertainty_score":0.02980912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05752484497081614,"score_gpt":0.3417719020044442,"score_spread":0.2842470570336281,"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."}}