{"id":"W2559584995","doi":"10.1016/j.euf.2016.11.009","title":"Body Composition in Relation to Clinical Outcomes in Renal Cell Cancer: A Systematic Review and Meta-analysis","year":2016,"lang":"en","type":"review","venue":"European Urology Focus","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Hazard ratio; Sarcopenia; Perioperative; Internal medicine; Confidence interval; Adipose capsule of kidney; Renal cell carcinoma; Meta-analysis; Adipose tissue; Cancer; Surgery; Oncology; 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":[0.003531702,0.0003257995,0.007846341,0.0008345892,0.00003305604,0.00000936436,0.0001359143,0.0001684306,0.0001931023],"category_scores_gemma":[0.0002484323,0.0002001383,0.001080981,0.000607881,0.0000452645,0.00003210674,0.00007528401,0.0006651691,0.0002849837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114927,"about_ca_system_score_gemma":0.00007506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001903622,"about_ca_topic_score_gemma":0.00003696695,"domain_scores_codex":[0.9919488,0.004509517,0.002525478,0.0005821078,0.0001638098,0.000270257],"domain_scores_gemma":[0.9978328,0.0006613059,0.0007625736,0.0004912363,0.00005520189,0.0001968692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000424389,0.0003076446,0.001800807,0.9675699,0.02237337,0.0005415884,0.0000565009,6.124643e-7,2.373406e-7,0.0000878826,0.0007472531,0.006471727],"study_design_scores_gemma":[0.001059626,0.0003020437,0.00324092,0.06298349,0.8097778,0.00008907556,0.000001308075,0.000003132382,4.2496e-8,0.00001556756,0.1221835,0.0003435449],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001117262,0.9905117,0.00006250432,0.005395911,0.00006591855,0.002916911,0.00003980246,0.00002908099,0.0009669687],"genre_scores_gemma":[0.0003575865,0.9933848,0.0001480932,0.005182639,0.00005830187,0.0002580764,0.00004496553,0.00004227775,0.0005232166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9045864,"threshold_uncertainty_score":0.8161402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512333332448234,"score_gpt":0.45215614195662,"score_spread":0.3009228087117966,"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."}}