{"id":"W2885983077","doi":"10.1016/j.urology.2018.07.007","title":"Has the Age of Cytoreductive Nephrectomy Come to an End?","year":2018,"lang":"en","type":"letter","venue":"Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Sunitinib; Renal cell carcinoma; Clinical endpoint; Nephrectomy; Internal medicine; Urology; Kidney cancer; Surgery; Cancer; Clinical trial; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002468119,0.0004825357,0.001009274,0.0005340496,0.0038662,0.002672463,0.001026102,0.0305914,0.007384317],"category_scores_gemma":[0.0178055,0.0003305007,0.0007550202,0.0005299111,0.002769046,0.006034952,0.001310412,0.02688622,0.002458857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003444768,"about_ca_system_score_gemma":0.002537306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003095896,"about_ca_topic_score_gemma":0.007129995,"domain_scores_codex":[0.9981776,0.0006546067,0.0001931317,0.0002153297,0.0004312371,0.000328031],"domain_scores_gemma":[0.9957933,0.001976093,0.0004614761,0.000114463,0.0006484507,0.001006178],"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":[0.0001523239,0.00009564258,0.005164872,0.0002125127,0.00004775896,0.02237665,0.0005070997,0.0002788873,0.0003024141,0.0197896,0.9174407,0.03363143],"study_design_scores_gemma":[0.0001385442,0.0001403378,0.0032115,0.0009206365,0.00005446333,0.03199982,0.002199659,0.0004565176,0.0002445229,0.03906126,0.9214733,0.00009942769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007218722,0.00396972,0.00007568262,0.981188,0.01137504,0.000002143023,0.00001600856,0.000006446675,0.002645097],"genre_scores_gemma":[0.02319939,0.009688179,0.0003182257,0.8496123,0.1117557,0.00001556504,0.00003747769,0.00002068369,0.00535256],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0305914,"threshold_uncertainty_score":0.0249936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621070231424455,"score_gpt":0.2804257717548365,"score_spread":0.2342150694405919,"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."}}