{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001679004,0.0002064994,0.0005045088,0.0004911663,0.0006313987,0.0003628454,0.0003787043,0.0003800064,0.001398811],"category_scores_gemma":[0.0005333964,0.00005394252,0.0003529992,0.0003875406,0.0001718471,0.0003279455,0.0005115735,0.0007125156,0.0004506615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006678311,"about_ca_system_score_gemma":0.0007287636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283617,"about_ca_topic_score_gemma":0.002514939,"domain_scores_codex":[0.9998862,0.00002607413,0.00001369301,0.000013984,0.00003255566,0.00002752037],"domain_scores_gemma":[0.9998735,0.00001523002,0.00002510642,0.000004016299,0.0000181282,0.00006389706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005829555,0.0007711616,0.08413535,0.002606285,0.0002094457,0.05739457,0.0007549317,0.003416777,0.01697546,0.002593273,0.04745971,0.7831],"study_design_scores_gemma":[0.0004784548,0.004122185,0.2529025,0.003121065,0.00055986,0.2799613,0.002246593,0.007293209,0.009615925,0.01053666,0.4290284,0.0001339394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4716382,0.3950064,0.02378157,0.02733458,0.001775494,0.0007312098,0.0007158951,0.0006201449,0.07839663],"genre_scores_gemma":[0.9261874,0.05637676,0.0049508,0.004486411,0.001736399,0.0002379509,0.0009167137,0.0000363158,0.005071251],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001398811,"threshold_uncertainty_score":0.00484544,"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."}}