{"id":"W4387320131","doi":"10.48083/egwh6536","title":"Management of Locally Advanced Renal Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal cell carcinoma; Inferior vena cava; Thrombus; Nephrectomy; Perioperative; Deep hypothermic circulatory arrest; Surgery; Renal vein; Cardiopulmonary bypass; Radiology; Cardiology; Internal medicine; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004111512,0.0001796424,0.0003030327,0.0002052979,0.0001960646,0.00001601902,0.0003480473,0.00004377007,0.00240618],"category_scores_gemma":[0.00002053745,0.0001607877,0.0003423183,0.0001592131,0.00007174493,0.00007996758,0.0003028173,0.0005893001,0.00001343973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643881,"about_ca_system_score_gemma":0.0001823601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006254552,"about_ca_topic_score_gemma":4.394113e-7,"domain_scores_codex":[0.9978026,0.0001130065,0.0005363795,0.0002562309,0.001006671,0.0002851857],"domain_scores_gemma":[0.9988948,0.00008938928,0.0004096003,0.0002441438,0.0002268306,0.0001352894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02056312,0.01070991,0.4457645,0.001014054,0.005918338,0.04204391,0.002950521,0.03908522,0.08343832,0.009532126,0.04673344,0.2922465],"study_design_scores_gemma":[0.02945122,0.01202412,0.8046877,0.0001482213,0.001166377,0.007971693,0.008071977,0.001411357,0.05618693,0.006095338,0.07193639,0.0008486632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484241,0.001331481,0.000552549,0.001374258,0.0006233122,0.0003232271,0.00002822821,0.00002804304,0.04731479],"genre_scores_gemma":[0.9869761,0.0001456876,0.003452194,0.0004335375,0.0001426531,0.00006252451,0.00006312176,0.00002080743,0.008703375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3589232,"threshold_uncertainty_score":0.9985058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807514032585442,"score_gpt":0.2910592605138321,"score_spread":0.2629841201879777,"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."}}