{"id":"W1969279841","doi":"10.1089/end.2006.20.569","title":"Radiofrequency Ablation of Renal Tumors: Intermediate-Term Results","year":2006,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Radiofrequency ablation; Percutaneous; Surgery; Kidney cancer; Ablation; Renal cell carcinoma; Population; Nephrology; Radiology; Urology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003799628,0.0001266784,0.0004941643,0.0003187318,0.00001732124,0.000004589987,0.000101561,0.0000943876,0.00007341093],"category_scores_gemma":[0.0001757865,0.00009293913,0.0002065224,0.0001099653,0.0001041394,0.00008488962,0.00001747118,0.0002690445,0.000008316012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176269,"about_ca_system_score_gemma":0.0001486258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000392139,"about_ca_topic_score_gemma":0.000005548557,"domain_scores_codex":[0.9982976,0.000100711,0.0009986156,0.0001253538,0.0002801866,0.0001975703],"domain_scores_gemma":[0.9983713,0.0001533215,0.0009186917,0.000190885,0.0002692064,0.00009662034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01876357,0.001649087,0.2083812,0.0001937624,0.000681673,0.01305721,0.000698972,0.001212629,0.7245159,0.001062481,0.01308937,0.01669409],"study_design_scores_gemma":[0.01428709,0.009783979,0.8321588,0.0002244581,0.0005197586,0.01256071,0.00002987916,0.0001171787,0.1254195,0.001741883,0.002997884,0.0001588333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912497,0.001239375,0.0001912996,0.0006593208,0.0002537398,0.0001193088,0.000007171497,0.000007940322,0.006272167],"genre_scores_gemma":[0.998026,0.00006878962,0.0008341837,0.00007597284,0.0007308534,0.000001505029,0.00001721897,0.00001408191,0.0002314029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6237776,"threshold_uncertainty_score":0.3789948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594747118642226,"score_gpt":0.2590559305115739,"score_spread":0.2431084593251517,"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."}}