{"id":"W4220970449","doi":"10.1016/j.clgc.2022.03.011","title":"Cost Effectiveness Analysis of Radiofrequency Ablation (RFA) Versus Stereotactic Body Radiotherapy (SBRT) for Early Stage Renal Cell Carcinoma (RCC)","year":2022,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University; Sunnybrook Health Science Centre; Juravinski Cancer Centre","funders":"Varian Medical Systems","keywords":"Medicine; Radiofrequency ablation; Renal cell carcinoma; Cost-effectiveness analysis; Stage (stratigraphy); Cohort; Radiology; Cost effectiveness; Ablation; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095627,0.0003346981,0.00119551,0.0004234797,0.0002142832,0.00001680248,0.0002368838,0.0001406374,0.0009450604],"category_scores_gemma":[0.00008137685,0.0003163182,0.001089104,0.001034631,0.0001399235,0.0001059963,0.000087357,0.0004662726,0.000004087333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504709,"about_ca_system_score_gemma":0.0005483411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005038885,"about_ca_topic_score_gemma":0.00001268843,"domain_scores_codex":[0.9964682,0.0007322891,0.0009756205,0.0007715572,0.0006076047,0.0004447473],"domain_scores_gemma":[0.9963719,0.001762158,0.0005623012,0.0007657027,0.0002452868,0.0002926436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04353601,0.002293113,0.91173,0.0004611431,0.005975256,0.0005416734,0.0003704451,0.005406273,0.01579514,0.00001656852,0.0004729796,0.01340137],"study_design_scores_gemma":[0.01664166,0.01317727,0.9488546,0.00002362893,0.005904885,0.000009705927,0.00009028858,0.003108896,0.006348331,0.000008195487,0.00549152,0.0003410513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906407,0.004537087,0.000445227,0.0001132156,0.001097597,0.002237648,0.000393105,0.00004261062,0.0004928174],"genre_scores_gemma":[0.9956855,0.0004368178,0.0005463436,0.00009876181,0.0005185757,0.001099036,0.0002531271,0.00007160258,0.00129029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03712454,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108251112168138,"score_gpt":0.4046624807217256,"score_spread":0.2938373695049118,"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."}}