{"id":"W2051463287","doi":"10.1007/s00330-013-2802-5","title":"Percutaneous radiofrequency ablation of small renal tumours in patients with a single functioning kidney: long-term results","year":2013,"lang":"en","type":"article","venue":"European Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Percutaneous; Neuroradiology; Radiofrequency ablation; Interventional radiology; Radiology; Ablation; Kidney; Ultrasound; Catheter ablation; Internal medicine; Neurology","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":[0.00018343,0.0001913537,0.0003496168,0.0002077215,0.00003583969,0.00001019961,0.00008677212,0.00005284664,0.0000945736],"category_scores_gemma":[0.0001768133,0.0001458438,0.00005669463,0.0001677702,0.0001244541,0.00006619649,0.000025046,0.0001891437,0.00007548468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411812,"about_ca_system_score_gemma":0.00006321517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007434836,"about_ca_topic_score_gemma":0.000006253247,"domain_scores_codex":[0.9983988,0.0003299977,0.0004646941,0.0003696249,0.000146677,0.0002902545],"domain_scores_gemma":[0.9990546,0.00006824169,0.0002150814,0.0003436609,0.0001439524,0.0001745133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001394922,0.0003626613,0.9775522,0.00004634227,0.00007433427,0.001020065,0.0005635506,0.0001741457,0.01390414,0.0000100794,0.0002942832,0.004603297],"study_design_scores_gemma":[0.003840862,0.0038464,0.99031,0.000174311,0.00007282283,0.001021198,0.00001492009,0.00004409916,0.0005043884,0.000004225673,0.0000359331,0.0001308535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831044,0.0001400121,0.0001141548,0.0001401456,0.0001081927,0.0005808349,0.000007872648,0.00004217689,0.0157622],"genre_scores_gemma":[0.997119,0.000009210534,0.001796406,0.0001437754,0.0001023123,0.00000537158,0.0003016395,0.00004356189,0.0004787314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01528347,"threshold_uncertainty_score":0.5947339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162315825496851,"score_gpt":0.2027302009005456,"score_spread":0.1864986183508605,"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."}}