{"id":"W1595374633","doi":"10.1016/j.eururo.2015.05.011","title":"Management of Small Renal Mass: An Opportunity to Address a Growing Problem in Early Stage Kidney Cancer","year":2015,"lang":"en","type":"letter","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Renal mass; Kidney cancer; Stage (stratigraphy); Intervention (counseling); Kidney; General surgery; Surgery; Intensive care medicine; Cancer; Urology; Internal medicine; Nephrectomy; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.0008211025,0.0004852424,0.0008328544,0.0005287404,0.00002619047,0.00001817259,0.0004645606,0.0002660537,0.0003590687],"category_scores_gemma":[0.00005453211,0.0004379127,0.0001329668,0.0002396588,0.00009462208,0.00006885114,0.0003051148,0.001324151,0.0001069248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148835,"about_ca_system_score_gemma":0.0003688155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007661814,"about_ca_topic_score_gemma":0.00004158046,"domain_scores_codex":[0.996225,0.00104155,0.0007167027,0.0008617312,0.0004640231,0.0006909855],"domain_scores_gemma":[0.9977408,0.00003527799,0.0003025413,0.0009771099,0.0001639594,0.0007803125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001812214,0.0004705191,0.0104784,0.002246049,0.001217154,0.1969536,0.002070992,0.0002969527,0.00143083,0.00006898951,0.7762198,0.006734464],"study_design_scores_gemma":[0.002902484,0.003231862,0.02303189,0.0005897697,0.0006179397,0.00008776013,0.00004653256,0.00001445326,0.0001593929,0.0000252461,0.9688295,0.0004632143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3823405,0.000768702,0.0001251297,0.3681291,0.0008314294,0.004770084,0.0005795349,0.0002394097,0.2422161],"genre_scores_gemma":[0.06419294,0.000166661,0.007053812,0.8845972,0.002576853,0.0003306767,0.001814035,0.0005425029,0.03872527],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5164681,"threshold_uncertainty_score":0.9998072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07646830547592356,"score_gpt":0.285844538886369,"score_spread":0.2093762334104454,"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."}}