{"id":"W2318244097","doi":"10.1097/01.cot.0000383768.74300.cb","title":"Renal Cell Cancer: Role of Cytoreductive Nephrectomy Remains Unclear in Targeted Therapy Era; Retrospective Analysis Suggests Benefit","year":2010,"lang":"en","type":"article","venue":"Oncology Times","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sunitinib; Renal cell carcinoma; Bevacizumab; Sorafenib; Kidney cancer; Nephrectomy; Internal medicine; Oncology; Cancer; Targeted therapy; Surgery; Chemotherapy; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007388214,0.0002023286,0.0004209065,0.001057424,0.0002745683,0.001071976,0.0004847243,0.0005614065,0.002180717],"category_scores_gemma":[0.01796888,0.0002420301,0.001301998,0.001537728,0.0006480297,0.0008633384,0.0003413627,0.0005784536,0.0003741528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004964725,"about_ca_system_score_gemma":0.0008748398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456605,"about_ca_topic_score_gemma":0.005662407,"domain_scores_codex":[0.9970626,0.001285527,0.000370709,0.0005382284,0.0005842163,0.0001586974],"domain_scores_gemma":[0.978524,0.008781412,0.005787193,0.003595163,0.002479637,0.0008326205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001464948,0.00003031691,0.9677721,0.0001785074,0.001297504,0.0001530597,0.0001618676,0.000145922,0.0003111752,0.0004458555,0.002502535,0.02553625],"study_design_scores_gemma":[0.0001815753,0.0003885573,0.979261,0.0003185472,0.003705793,0.001117051,0.0004372804,0.0005045249,0.0003636102,0.0006244642,0.01307004,0.00002758836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148831,0.05761984,0.002332381,0.01081148,0.0005618226,0.0001024019,0.002753589,0.00006165598,0.01087378],"genre_scores_gemma":[0.9937118,0.002838541,0.0002952394,0.00161114,0.0004076977,0.0000127828,0.0008159983,0.00001122398,0.0002955095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007388214,"threshold_uncertainty_score":0.03907311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008195071325351251,"score_gpt":0.2743876768836697,"score_spread":0.2661926055583184,"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."}}