{"id":"W2069717010","doi":"10.1016/j.eururo.2007.04.015","title":"Re: Cytoreductive Nephrectomy in the Elderly Patient: The M.D. Anderson Cancer Center Experience","year":2007,"lang":"en","type":"article","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Nephrectomy; Cancer; Center (category theory); General surgery; Urology; Surgery; Internal medicine; Kidney","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":[0.0003790028,0.0001431868,0.0001413287,0.00006239482,0.00008227987,0.00001209589,0.0001843785,0.00003154629,0.0001179455],"category_scores_gemma":[0.0000469192,0.00007290224,0.00005908536,0.0001884739,0.0001981487,0.00003680859,0.00004754469,0.0002885647,0.00006470112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007589618,"about_ca_system_score_gemma":0.00002294566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128377,"about_ca_topic_score_gemma":0.0001480438,"domain_scores_codex":[0.9985695,0.0004092061,0.0002113676,0.000276456,0.0001879001,0.0003455413],"domain_scores_gemma":[0.9992991,0.000154572,0.0000724034,0.0003813904,0.00003521143,0.00005731574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00470457,0.001312571,0.5241331,0.00003324129,0.0002398753,0.01014177,0.2622863,0.00004510021,0.006411244,0.0004193383,0.01866847,0.1716044],"study_design_scores_gemma":[0.002185463,0.002637973,0.8164768,0.0000172368,0.00006775819,0.0004328235,0.01049479,0.00001148115,0.002337083,0.00002554785,0.1651567,0.0001563313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437678,0.0009871746,0.00003070537,0.004418321,0.0002478263,0.0004159955,0.000001867678,0.00002138241,0.05010888],"genre_scores_gemma":[0.9939394,0.00004565091,0.00003439846,0.005536058,0.000242679,0.00002454158,0.000005703791,0.0000226106,0.000148988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2923438,"threshold_uncertainty_score":0.2972867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693440701530309,"score_gpt":0.2824254768634989,"score_spread":0.2554910698481958,"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."}}